Adopt the updated repository policies

.woodpecker/release.yml

@@ -1,26 +1,51 @@
+matrix:
+  include:
+    - GO_IMAGE: golang:1.27.3-bookworm
+
 when:
   - event: tag
+    ref: refs/tags/v*
 
 steps:
-  - name: build-release-assets
+  - name: deliver
-    image: golang:1.25.5
+    image: ${GO_IMAGE}
-    commands:
+    environment:
-      - bash scripts/build-release.sh "$CI_COMMIT_TAG" dist
+      RELEASEKIT_GITEA_TOKEN:
-
-  - name: publish-release
-    image: woodpeckerci/plugin-release
-    depends_on:
-      - build-release-assets
-    settings:
-      api_key:
         from_secret: GITEA_RELEASE_TOKEN
-      files:
+    commands:
-        - dist/audita-*-linux-amd64
+      - |
-        - dist/audita-*-linux-arm64
+        set -eu
-      note: docs/releases/${CI_COMMIT_TAG}.md
+        test -n "$${CI_COMMIT_TAG}"
-      checksum: sha256
+        test -n "$${CI_COMMIT_SHA}"
-      checksum-file: SHA256SUMS
+        git check-ref-format "refs/tags/$${CI_COMMIT_TAG}"
-      checksum-flatten: true
+        git fetch origin "refs/tags/$${CI_COMMIT_TAG}:refs/tags/$${CI_COMMIT_TAG}"
-      file-exists: skip
+        tag_commit=$(git rev-parse "refs/tags/$${CI_COMMIT_TAG}^{commit}")
-      overwrite: false
+        expected_commit=$(git rev-parse --verify "$${CI_COMMIT_SHA}^{commit}")
-      prerelease: false
+        test "$(printf '%s' "$${tag_commit}" | tr '[:upper:]' '[:lower:]')" = "$${expected_commit}"
+        git checkout --detach "$${tag_commit}"
+        test "$(git rev-parse HEAD | tr '[:upper:]' '[:lower:]')" = "$${expected_commit}"
+        test -z "$(git status --porcelain --untracked-files=all)"
+
+        bootstrap_dir=$(mktemp -d "$${CI_WORKSPACE%/*}/.releasekit-bootstrap.XXXXXX")
+        trap 'rm -rf "$${bootstrap_dir}"' EXIT
+        cp go.mod "$${bootstrap_dir}/releasekit.mod"
+        if [ -f go.sum ]; then
+          cp go.sum "$${bootstrap_dir}/releasekit.sum"
+        else
+          : > "$${bootstrap_dir}/releasekit.sum"
+        fi
+
+        export GOWORK=off
+        export GOTOOLCHAIN=local
+        releasekit_host_os=$(go env GOHOSTOS) || exit $?
+        releasekit_host_arch=$(go env GOHOSTARCH) || exit $?
+        export GOOS="$${releasekit_host_os}" GOARCH="$${releasekit_host_arch}"
+        releasekit_module=go.maximumdirect.net/releasekit
+        go list -mod=mod -modfile="$${bootstrap_dir}/releasekit.mod" -m "$${releasekit_module}"
+        go mod edit -modfile="$${bootstrap_dir}/releasekit.mod" -tool="$${releasekit_module}/cmd/releasekit"
+        go list -mod=mod -modfile="$${bootstrap_dir}/releasekit.mod" -deps "$${releasekit_module}/cmd/releasekit" > /dev/null
+        go tool -modfile="$${bootstrap_dir}/releasekit.mod" "$${releasekit_module}/cmd/releasekit" ci-deliver \
+          --repo "$${CI_WORKSPACE}" \
+          --prepared \
+          --commit "$${expected_commit}" \
+          "$${CI_COMMIT_TAG}"

README.md

@@ -1,55 +1,34 @@
 # Audita
 
-Audita polishes transcript JSON using glossary-aware and LLM-backed correction
+Audita polishes transcript JSON with glossary-aware and LLM-backed correction
-modules. It validates proposed corrections and produces corrected text plus
+modules. It validates proposed edits and produces corrected text and reports for
-reports for review and subprocess integration.
+review or subprocess integration.
 
 ## Quickstart
 
-From a checkout, build with Go 1.25.5 or newer:
+Build with Go 1.27.0 or newer:
 
 ```sh
 go build -o ./bin/audita ./cmd/audita
 ```
 
-Processing requires a reachable [compatible LLM endpoint](docs/integrations/openai-compatible-llm.md)
+Edit the synthetic endpoint and model in [examples/local/prompts.yml](examples/local/prompts.yml)
-and access to a model you select. The [minimal config](examples/minimal-config.yml)
+for a reachable OpenAI-compatible service. From `examples/local`, run the built
-targets an unauthenticated local endpoint; edit its endpoint and
+executable (adjust the executable path if needed):
-[local profiles](examples/profiles/) to match your service and models. The
-[service example](examples/production-config.yml) demonstrates a named credential
-reference and a shared backend. Set its referenced environment variable before
-validating it. The [testing overlay](examples/overlays/testing.yml) selects both
-role profiles, but model cost, speed, and quality depend on your provider choices.
-
-Check configuration and profile selection offline:
 
 ```sh
-./bin/audita config validate --config examples/minimal-config.yml
+../../bin/audita config validate --config config.yml
-./bin/audita config print-effective --config examples/minimal-config.yml --view profiles
+../../bin/audita process --config config.yml --output corrected.json transcript.json
 ```
 
-Run the included small input with the minimal config:
+Processing makes model requests. Reports are written beside the output by default;
-
+recoverable model errors can appear in a completed run. The [example guide](examples/README.md)
-```sh
+includes service, overlay, prompt editing, preview, and shared glossary projects.
-./bin/audita process examples/tiny-transcript.json \
+See the [v3 migration guide](docs/migrations/v3.md) for the configuration cutover.
-  --config examples/minimal-config.yml \
-  --glossary examples/tiny-glossary.yaml \
-  --output corrected.json
-```
-
-This makes LLM requests. Explicit setting flags override the selected file and
-optional overlay; general environment setting overrides are no longer read.
-By default the command writes `errors.yml`, `recoveries.yml`, and `report.md`
-beside `corrected.json`. Use `--reporting=false` to suppress those files, or
-`--debug` to retain detailed run artifacts under the configured debug work
-directory. Model failures affecting some operations can still yield a completed
-transcript with applied corrections; the summary and reports identify them.
-See the [v2 migration guide](docs/migrations/v2.md) for old configurations.
 
 ## Documentation
 
-- [CLI reference](docs/cli.md)
+- [CLI reference](docs/cli.md) and [configuration](docs/config.md)
-- [Configuration and maintained examples](docs/config.md)
 - [Operations and artifact lifecycle](docs/operations.md)
 - [Transcript and glossary inputs](docs/integrations/transcript-glossary-files.md)
 - [Output files and report formats](docs/integrations/output-files.md)

cmd/audita/correction_repair_integration_test.go

@@ -0,0 +1,374 @@
+package main
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"os"
+	"os/exec"
+	"path/filepath"
+	"reflect"
+	"strings"
+	"sync"
+	"testing"
+	"time"
+
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/reporting"
+)
+
+type repairWireMessage struct {
+	Role    string `json:"role"`
+	Content string `json:"content"`
+}
+type repairWireRequest struct {
+	Messages       []repairWireMessage `json:"messages"`
+	ResponseFormat struct {
+		JSONSchema struct {
+			Schema struct {
+				Properties map[string]any `json:"properties"`
+			} `json:"schema"`
+		} `json:"json_schema"`
+	} `json:"response_format"`
+}
+type correctionProvider struct {
+	mu                   sync.Mutex
+	requests             []repairWireRequest
+	attempts             map[int]int
+	entered              chan struct{}
+	wait                 bool
+	invalidFirstRevision bool
+}
+
+func (p *correctionProvider) ServeHTTP(w http.ResponseWriter, r *http.Request) {
+	var req repairWireRequest
+	if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
+		http.Error(w, "bad request", 400)
+		return
+	}
+	_, repair := req.ResponseFormat.JSONSchema.Schema.Properties["proposal_ref"]
+	_, validation := req.ResponseFormat.JSONSchema.Schema.Properties["validations"]
+	p.mu.Lock()
+	p.requests = append(p.requests, req)
+	p.mu.Unlock()
+	content := `{"corrections":[{"id":1,"original_text":"hello","corrected_text":"Hello","confidence":0.99},{"id":2,"original_text":"second","corrected_text":"Second","confidence":0.1},{"id":3,"original_text":"third","corrected_text":"Third","confidence":0.1}]}`
+	if validation {
+		var indices []int
+		for _, message := range req.Messages {
+			if pos := strings.LastIndex(message.Content, "Corrections to validate:"); pos >= 0 {
+				var items []struct {
+					CorrectionIndex int `json:"correction_index"`
+				}
+				if err := json.Unmarshal([]byte(strings.TrimSpace(message.Content[pos+len("Corrections to validate:"):])), &items); err != nil {
+					http.Error(w, "bad validation", 400)
+					return
+				}
+				for _, item := range items {
+					indices = append(indices, item.CorrectionIndex)
+				}
+			}
+		}
+		var decisions []map[string]any
+		for _, index := range indices {
+			decisions = append(decisions, map[string]any{"correction_index": index, "approved": true, "confidence": 0.99, "reason": "controlled"})
+		}
+		raw, _ := json.Marshal(map[string]any{"validations": decisions})
+		content = string(raw)
+	}
+	if repair {
+		if p.wait {
+			select {
+			case p.entered <- struct{}{}:
+			default:
+			}
+			<-r.Context().Done()
+			return
+		}
+		ref := 2
+		if strings.Contains(req.Messages[len(req.Messages)-1].Content, `"proposal_ref":3`) {
+			ref = 3
+		}
+		p.mu.Lock()
+		p.attempts[ref]++
+		attempt := p.attempts[ref]
+		invalid := p.invalidFirstRevision && attempt == 1
+		p.mu.Unlock()
+		if ref == 3 {
+			http.Error(w, `{"error":{"message":"context too long"}}`, http.StatusBadRequest)
+			return
+		}
+		confidence := 0.1
+		if attempt > 1 {
+			confidence = 0.99
+		}
+		id := 2
+		if invalid {
+			id, confidence = 99, 0.99
+		}
+		content = fmt.Sprintf(`{"proposal_ref":2,"action":"revise","correction":{"id":%d,"original_text":"second","corrected_text":"Second","confidence":%v}}`, id, confidence)
+	}
+	raw, _ := json.Marshal(content)
+	w.Header().Set("Content-Type", "application/json")
+	fmt.Fprintf(w, `{"model":"fixture","choices":[{"message":{"content":%s}}]}`, raw)
+}
+
+func TestSubprocessReportsDefectOnOriginatingRepair(t *testing.T) {
+	for _, tc := range []struct {
+		budget     int
+		outcome    string
+		recoveries int
+	}{{1, "exhausted", 1}, {2, "applied", 2}} {
+		t.Run(tc.outcome, func(t *testing.T) {
+			f, provider := setupCorrectionFixture(t, tc.budget, false, false)
+			provider.mu.Lock()
+			provider.invalidFirstRevision = true
+			provider.mu.Unlock()
+			if code, _, stderr := f.run(t, true); code != 0 {
+				t.Fatalf("code=%d stderr=%s", code, stderr)
+			}
+			doc := f.recoveries(t)
+			if *doc.Summary.ProposalResponses != 1 || *doc.Summary.ProposalResponsesWithFiltering != 0 || len(doc.Recoveries) != tc.recoveries {
+				t.Fatalf("unexpected recoveries: %+v", doc)
+			}
+			first := doc.Recoveries[0]
+			want := []reporting.FilteredProposal{{ProposalIndex: 1, Reason: "invalid_target_segment_id", Count: 1}}
+			if first.Operation != "correction_repair" || !reflect.DeepEqual(first.FilteredProposals, want) || !reflect.DeepEqual(first.Reasons, []string{"proposals_filtered"}) {
+				t.Fatalf("first repair recovery: %+v", first)
+			}
+			if tc.recoveries == 2 && !reflect.DeepEqual(doc.Recoveries[1].Reasons, []string{"correction_revised"}) {
+				t.Fatalf("successful repair recovery: %+v", doc.Recoveries[1])
+			}
+			report, err := os.ReadFile(filepath.Join(f.dir, "report.md"))
+			if err != nil || !strings.Contains(string(report), fmt.Sprintf("| 1 | 1 | 1 | %d | %s |", tc.budget, tc.outcome)) {
+				t.Fatalf("repair outcome: %s %v", report, err)
+			}
+		})
+	}
+}
+func setupCorrectionFixture(t *testing.T, attempts int, replacement, wait bool) (processFixture, *correctionProvider) {
+	t.Helper()
+	f := newProcessFixture(t, "normal", "[grammar]")
+	f.setSegments(t, "hello world", "second text", "third text")
+	provider := &correctionProvider{attempts: map[int]int{}, entered: make(chan struct{}, 1), wait: wait}
+	server := httptest.NewServer(provider)
+	t.Cleanup(server.Close)
+	resources := fmt.Sprintf("profiles:\n  - id: proposal\n    endpoint: %s/v1\n    model: fixture\n  - id: validation\n    endpoint: %s/v1\n    model: fixture\n", server.URL, server.URL)
+	if replacement {
+		resources += "collections:\n  audita:\n    prompts:\n      - id: modules.grammar.repair\n        messages:\n          - role: user\n            content_file: repair.txt\n        output:\n          format: json\n          validation_mode: json_schema\n          schema_path: correction_repair.v1.json\n"
+		if err := os.WriteFile(filepath.Join(f.dir, "repair.txt"), []byte("OVERRIDE {{ .RepairRequestJSON }}"), 0600); err != nil {
+			t.Fatal(err)
+		}
+	}
+	if err := os.WriteFile(filepath.Join(f.dir, "prompts.yml"), []byte(resources), 0600); err != nil {
+		t.Fatal(err)
+	}
+	data, err := os.ReadFile(f.config)
+	if err != nil {
+		t.Fatal(err)
+	}
+	text := strings.Replace(string(data), "correction_repair_attempts: 0", fmt.Sprintf("correction_repair_attempts: %d", attempts), 1)
+	text += "chunking:\n  target_sections: 1\n  min_section_tokens: 1\nnormalization:\n  max_segment_gap: 0\n"
+	if err := os.WriteFile(f.config, []byte(text), 0600); err != nil {
+		t.Fatal(err)
+	}
+	return f, provider
+}
+
+func TestSubprocessCorrectionRepairConversation(t *testing.T) {
+	for _, tc := range []struct {
+		name               string
+		debug, replacement bool
+	}{{"default prompt without debug", false, false}, {"replacement with debug", true, true}} {
+		t.Run(tc.name, func(t *testing.T) {
+			f, provider := setupCorrectionFixture(t, 2, tc.replacement, false)
+			args := []string{"--verbose"}
+			if tc.debug {
+				args = append(args, "--debug")
+			}
+			code, stdout, stderr := f.run(t, true, args...)
+			if code != 0 || stdout != "" {
+				t.Fatalf("code=%d stdout=%s stderr=%s", code, stdout, stderr)
+			}
+			output := f.readTranscript(t, f.output)
+			if len(output.Segments) != 3 || output.Segments[0].Text != "Hello world" || output.Segments[1].Text != "Second text" || output.Segments[2].Text != "third text" {
+				t.Fatalf("transcript: %+v", output)
+			}
+			report, err := os.ReadFile(filepath.Join(f.dir, "report.md"))
+			if err != nil {
+				t.Fatal(err)
+			}
+			for _, fragment := range []string{"## Correction repair", "| 1 | 1 | 1 | 2 | applied |", "| 1 | 1 | 2 | 1 | unavailable |"} {
+				if !strings.Contains(string(report), fragment) {
+					t.Errorf("missing %q in %s", fragment, report)
+				}
+			}
+			doc := f.errors(t)
+			recoveries := f.recoveries(t)
+			if doc.Summary.LLMOperations == nil || *doc.Summary.LLMOperations != 10 || *doc.Summary.CorrectionsApplied != 2 || *doc.Summary.Recoveries != 1 || !reflect.DeepEqual(doc.Summary, recoveries.Summary) || !strings.Contains(stderr, "2 corrections applied; 1 work units with errors; 1 recoveries") {
+				t.Fatalf("counts: errors=%+v recoveries=%+v stderr=%s", doc.Summary, recoveries.Summary, stderr)
+			}
+			if len(doc.Errors) != 1 || len(doc.Errors[0].Failures) != 1 || doc.Errors[0].Failures[0].Operation != "correction_repair" || doc.Errors[0].Failures[0].Reason != "provider_failed" {
+				t.Fatalf("errors: %+v", doc)
+			}
+			provider.mu.Lock()
+			requests := append([]repairWireRequest(nil), provider.requests...)
+			provider.mu.Unlock()
+			var base []repairWireMessage
+			var branches [][]repairWireMessage
+			for _, req := range requests {
+				if _, ok := req.ResponseFormat.JSONSchema.Schema.Properties["corrections"]; ok {
+					base = req.Messages
+				}
+				if _, ok := req.ResponseFormat.JSONSchema.Schema.Properties["proposal_ref"]; ok {
+					branches = append(branches, req.Messages)
+				}
+			}
+			if len(base) != 2 || len(branches) != 3 || len(branches[0]) != 4 || len(branches[1]) != 6 || len(branches[2]) != 4 {
+				t.Fatalf("request lengths base=%d branches=%v", len(base), branches)
+			}
+			for _, messages := range branches {
+				for i := range base {
+					if messages[i] != base[i] {
+						t.Fatalf("changed prefix: %+v", messages)
+					}
+				}
+				if messages[2].Role != "assistant" || !strings.Contains(messages[2].Content, `"corrections"`) {
+					t.Fatalf("missing initial response: %+v", messages)
+				}
+			}
+			if branches[1][3] != branches[0][3] || branches[1][4].Role != "assistant" || strings.Contains(branches[2][3].Content, `"proposal_ref":2`) {
+				t.Fatalf("branch history: %+v", branches)
+			}
+			if tc.replacement && !strings.Contains(branches[0][3].Content, "OVERRIDE") {
+				t.Fatal("replacement not used")
+			}
+			if tc.debug {
+				_, ledger := f.debugArtifacts(t)
+				if len(ledger) != 3 {
+					t.Fatalf("ledger: %+v", ledger)
+				}
+			}
+		})
+	}
+}
+
+func TestSubprocessRepairDisabledAndOutputSelections(t *testing.T) {
+	for _, tc := range []struct {
+		name             string
+		reporting, debug bool
+	}{{"neither", false, false}, {"debug only", false, true}, {"report only", true, false}} {
+		t.Run(tc.name, func(t *testing.T) {
+			f, provider := setupCorrectionFixture(t, 0, false, false)
+			if !tc.reporting {
+				file, err := os.OpenFile(f.config, os.O_APPEND|os.O_WRONLY, 0600)
+				if err != nil {
+					t.Fatal(err)
+				}
+				fmt.Fprintln(file, "reporting:\n  enabled: false")
+				file.Close()
+			}
+			var args []string
+			if tc.debug {
+				args = append(args, "--debug")
+			}
+			code, _, stderr := f.run(t, true, args...)
+			if code != 0 {
+				t.Fatalf("code=%d stderr=%s", code, stderr)
+			}
+			provider.mu.Lock()
+			requests := append([]repairWireRequest(nil), provider.requests...)
+			provider.mu.Unlock()
+			for _, req := range requests {
+				if _, ok := req.ResponseFormat.JSONSchema.Schema.Properties["proposal_ref"]; ok {
+					t.Fatal("repair request with zero budget")
+				}
+			}
+			_, err := os.Stat(filepath.Join(f.dir, "report.md"))
+			if tc.reporting != (err == nil) {
+				t.Fatalf("report selection: %v", err)
+			}
+			if tc.debug {
+				_, ledger := f.debugArtifacts(t)
+				if len(ledger) == 0 {
+					t.Fatal("debug ledger missing")
+				}
+			} else if _, err := os.Stat(filepath.Join(f.dir, "runs")); !os.IsNotExist(err) {
+				t.Fatalf("unexpected debug dir: %v", err)
+			}
+		})
+	}
+}
+
+func TestSubprocessCancellationDuringCorrectionRepair(t *testing.T) {
+	f, provider := setupCorrectionFixture(t, 2, false, true)
+	ctx, cancel := context.WithTimeout(context.Background(), 10*time.Second)
+	defer cancel()
+	args := []string{"-test.run=^TestProcessSubprocessHelper$", "--", "process", f.transcript, "--config", f.config, "--output", f.output, "--debug"}
+	command := exec.CommandContext(ctx, os.Args[0], args...)
+	command.Env = append(os.Environ(), "AUDITA_HELPER_PROCESS=1")
+	var stderr bytes.Buffer
+	command.Stderr = &stderr
+	if err := command.Start(); err != nil {
+		t.Fatal(err)
+	}
+	select {
+	case <-provider.entered:
+	case <-ctx.Done():
+		t.Fatalf("repair not reached: %v", ctx.Err())
+	}
+	if err := command.Process.Signal(os.Interrupt); err != nil {
+		t.Fatal(err)
+	}
+	err := command.Wait()
+	if ctx.Err() != nil || err == nil {
+		t.Fatalf("cancellation: %v ctx=%v stderr=%s", err, ctx.Err(), stderr.String())
+	}
+	if _, err := os.Stat(f.output); !os.IsNotExist(err) {
+		t.Fatalf("transcript published: %v", err)
+	}
+	doc := f.errors(t)
+	if doc.Status != reporting.StatusFailed || len(doc.Errors) == 0 {
+		t.Fatalf("failed report: %+v", doc)
+	}
+	data, err := os.ReadFile(filepath.Join(f.dir, "report.md"))
+	if err != nil || !strings.Contains(string(data), "| 1 | 1 | 1 | 1 | interrupted |") {
+		t.Fatalf("partial report %s %v", data, err)
+	}
+	_, ledger := f.debugArtifacts(t)
+	if len(ledger) == 0 {
+		t.Fatal("partial ledger missing")
+	}
+}
+
+func TestSubprocessRepairWithoutOrdinaryReporting(t *testing.T) {
+	for _, debug := range []bool{false, true} {
+		t.Run(fmt.Sprintf("debug=%t", debug), func(t *testing.T) {
+			f, _ := setupCorrectionFixture(t, 2, false, false)
+			file, err := os.OpenFile(f.config, os.O_APPEND|os.O_WRONLY, 0600)
+			if err != nil {
+				t.Fatal(err)
+			}
+			fmt.Fprintln(file, "reporting:\n  enabled: false")
+			file.Close()
+			args := []string{"--verbose"}
+			if debug {
+				args = append(args, "--debug")
+			}
+			code, _, stderr := f.run(t, true, args...)
+			if code != 0 || !strings.Contains(stderr, "2 corrections applied; 1 work units with errors; 1 recoveries") {
+				t.Fatalf("code=%d stderr=%s", code, stderr)
+			}
+			if _, err := os.Stat(filepath.Join(f.dir, "report.md")); !os.IsNotExist(err) {
+				t.Fatalf("unexpected report: %v", err)
+			}
+			if debug {
+				_, ledger := f.debugArtifacts(t)
+				if len(ledger) != 3 {
+					t.Fatalf("ledger: %+v", ledger)
+				}
+			}
+		})
+	}
+}

cmd/audita/main.go

@@ -6,7 +6,7 @@ import (
 	"os/signal"
 	"syscall"
 
-	"gitea.maximumdirect.net/eric/audita/internal/cli"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/cli"
 )
 
 func main() {

cmd/audita/main_integration_test.go

@@ -19,9 +19,9 @@ import (
 	"testing"
 	"time"
 
-	"gitea.maximumdirect.net/eric/audita/internal/cli"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/cli"
-	"gitea.maximumdirect.net/eric/audita/internal/core/reporting"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/reporting"
-	"gitea.maximumdirect.net/eric/audita/internal/core/schema"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/schema"
 	"gopkg.in/yaml.v3"
 )
 
@@ -122,6 +122,11 @@ func (p *fixtureProvider) serve(w http.ResponseWriter, r *http.Request) {
 		return
 	}
 	content := `{"corrections":[{"id":1,"original_text":"hello world","corrected_text":"Hello world","confidence":0.99}]}`
+	if p.mode == "invalid-credential-echo" {
+		sent := strings.TrimPrefix(r.Header.Get("Authorization"), "Bearer ")
+		raw, _ := json.Marshal(map[string]string{"unexpected": sent + "|" + p.secret})
+		content = string(raw)
+	}
 	if p.mode == "repair-filter-later-failure" && !validation {
 		if proposalCall == 1 {
 			content = `{"wrong":true}`
@@ -231,17 +236,15 @@ func newProcessFixture(t *testing.T, mode, modules string) processFixture {
 	t.Helper()
 	dir := t.TempDir()
 	p := &fixtureProvider{mode: mode, secret: `selected-secret-"\-123`, entered: make(chan struct{}, 1)}
+	if mode == "invalid-credential-echo" {
+		p.secret = "  synthetic-echo-credential\t "
+	}
 	server := httptest.NewServer(http.HandlerFunc(p.serve))
 	t.Cleanup(server.Close)
-	if err := os.Mkdir(filepath.Join(dir, "profiles"), 0700); err != nil {
+	resources := fmt.Sprintf("backends:\n  - id: local\n    endpoint: %s/v1\n    api_key_env: AUDITA_TEST_PROVIDER_KEY\nprofiles:\n  - id: proposal\n    backend: local\n    model: local\n  - id: validation\n    backend: local\n    model: local\n", server.URL)
+	if err := os.WriteFile(filepath.Join(dir, "prompts.yml"), []byte(resources), 0600); err != nil {
 		t.Fatal(err)
 	}
-	for _, id := range []string{"proposal", "validation"} {
-		profile := fmt.Sprintf("id: %s\nbackend: local\nmodel: local\ntimeout_seconds: 5\n", id)
-		if err := os.WriteFile(filepath.Join(dir, "profiles", id+".yaml"), []byte(profile), 0600); err != nil {
-			t.Fatal(err)
-		}
-	}
 	configPath := filepath.Join(dir, "config.yml")
 	repairs := 0
 	if mode == "repair-filter-later-failure" || mode == "invalid-decision-after-repair" {
@@ -250,7 +253,17 @@ func newProcessFixture(t *testing.T, mode, modules string) processFixture {
 	if strings.HasPrefix(mode, "span-") || strings.HasPrefix(mode, "decision-") {
 		repairs = 1
 	}
-	configText := fmt.Sprintf("version: 2\nbackends:\n  local:\n    endpoint: %s/v1\n    credential: AUDITA_TEST_PROVIDER_KEY\nllm:\n  proposal_profile: proposal\n  validation_profile: validation\n  transient_retries: 0\n  repair_attempts: %d\npipeline:\n  modules: %s\ndiagnostics:\n  work_dir: %s\n", server.URL, repairs, modules, filepath.Join(dir, "runs"))
+	var stageList []string
+	for _, name := range strings.Split(strings.Trim(modules, "[]"), ",") {
+		if name = strings.TrimSpace(name); name != "" {
+			stageList = append(stageList, "    - module: "+name)
+		}
+	}
+	pipeline := "  stages: []\n"
+	if len(stageList) != 0 {
+		pipeline = "  stages:\n" + strings.Join(stageList, "\n") + "\n"
+	}
+	configText := fmt.Sprintf("version: 3\nllm:\n  proposal_profile: proposal\n  validation_profile: validation\n  transient_retries: 0\n  correction_repair_attempts: 0\n  repair_attempts: %d\npipeline:\n%sdiagnostics:\n  work_dir: %s\n", repairs, pipeline, filepath.Join(dir, "runs"))
 	if strings.HasPrefix(mode, "span-") || strings.HasPrefix(mode, "decision-") {
 		configText += "validation:\n  max_prompt_tokens: 4096\nchunking:\n  target_sections: 1\n  max_section_tokens: 8192\n  min_section_tokens: 1\nnormalization:\n  max_segment_gap: 0\n"
 	}
@@ -271,7 +284,7 @@ func newProcessFixture(t *testing.T, mode, modules string) processFixture {
 
 func (f processFixture) run(t *testing.T, includeOutput bool, extra ...string) (int, string, string) {
 	t.Helper()
-	args := []string{"-test.run=^TestProcessSubprocessHelper$", "--", "process", f.transcript, "--config", f.config, "--glossary", f.glossary}
+	args := []string{"-test.run=^TestProcessSubprocessHelper$", "--", "process", f.transcript, "--config", f.config}
 	if includeOutput {
 		args = append(args, "--output", f.output)
 	}
@@ -293,6 +306,25 @@ func (f processFixture) run(t *testing.T, includeOutput bool, extra ...string) (
 	return code, stdout.String(), stderr.String()
 }
 
+func (f processFixture) runConfigView(t *testing.T, view string) (int, string, string) {
+	t.Helper()
+	command := exec.Command(os.Args[0], "-test.run=^TestProcessSubprocessHelper$", "--", "config", "print-effective", "--config", f.config, "--view", view)
+	command.Dir = f.dir
+	command.Env = append(os.Environ(), "AUDITA_HELPER_PROCESS=1", "AUDITA_TEST_PROVIDER_KEY="+f.provider.secret)
+	var stdout, stderr bytes.Buffer
+	command.Stdout, command.Stderr = &stdout, &stderr
+	err := command.Run()
+	code := 0
+	if err != nil {
+		if exit, ok := err.(*exec.ExitError); ok {
+			code = exit.ExitCode()
+		} else {
+			t.Fatal(err)
+		}
+	}
+	return code, stdout.String(), stderr.String()
+}
+
 func (f processFixture) errors(t *testing.T) reporting.ErrorsDocument {
 	t.Helper()
 	raw, err := os.ReadFile(filepath.Join(f.dir, "errors.yml"))
@@ -756,7 +788,7 @@ func TestSubprocessRespectsNegativeMeaningReviewOnDeletion(t *testing.T) {
 func TestSubprocessDefaultFileOutputAndReports(t *testing.T) {
 	f := newProcessFixture(t, "normal", "[grammar]")
 	code, stdout, stderr := f.run(t, true)
-	if code != 0 || stdout != "" || !strings.HasPrefix(stderr, "Completed: 1 corrections applied; 0 work units with errors; 0 recoveries.") {
+	if code != 0 || stdout != "" || stderr != "" {
 		t.Fatalf("code=%d stdout=%q stderr=%q", code, stdout, stderr)
 	}
 	output, err := os.ReadFile(f.output)
@@ -788,7 +820,7 @@ func TestSubprocessStdoutAndSelectedReportDirectory(t *testing.T) {
 		t.Fatal(err)
 	}
 	code, stdout, stderr := f.run(t, false, "--report-dir", reports)
-	if code != 0 || !strings.Contains(stdout, "Hello world") || !strings.HasPrefix(stderr, "Completed:") {
+	if code != 0 || !strings.Contains(stdout, "Hello world") || stderr != "" {
 		t.Fatalf("code=%d stdout=%q stderr=%q", code, stdout, stderr)
 	}
 	if _, err := os.Stat(f.output); !os.IsNotExist(err) {
@@ -799,35 +831,82 @@ func TestSubprocessStdoutAndSelectedReportDirectory(t *testing.T) {
 	}
 }
 
+func TestSubprocessUsesIndependentTranscriptReportAndDebugDestinations(t *testing.T) {
+	f := newProcessFixture(t, "normal", "[grammar]")
+	transcriptDir := filepath.Join(f.dir, "transcripts")
+	reportDir := filepath.Join(f.dir, "reports")
+	debugDir := filepath.Join(f.dir, "debug")
+	for _, dir := range []string{transcriptDir, reportDir} {
+		if err := os.Mkdir(dir, 0700); err != nil {
+			t.Fatal(err)
+		}
+	}
+	f.output = filepath.Join(transcriptDir, "corrected.json")
+	code, stdout, stderr := f.run(t, true, "--report-dir", reportDir, "--debug", "--work-dir", debugDir)
+	if code != 0 || stdout != "" || !strings.Contains(stderr, "Completed:") {
+		t.Fatalf("code=%d stdout=%q stderr=%q", code, stdout, stderr)
+	}
+	if output, err := os.ReadFile(f.output); err != nil || !bytes.Contains(output, []byte("Hello world")) {
+		t.Fatalf("transcript: %s %v", output, err)
+	}
+	for _, name := range []string{"errors.yml", "recoveries.yml", "report.md"} {
+		if _, err := os.Stat(filepath.Join(reportDir, name)); err != nil {
+			t.Fatalf("report %s: %v", name, err)
+		}
+		if _, err := os.Stat(filepath.Join(transcriptDir, name)); !os.IsNotExist(err) {
+			t.Fatalf("report %s appeared beside transcript: %v", name, err)
+		}
+	}
+	dirs, err := filepath.Glob(filepath.Join(debugDir, "run-*"))
+	if err != nil || len(dirs) != 1 {
+		t.Fatalf("debug runs: %v %v", dirs, err)
+	}
+	if _, err := os.Stat(filepath.Join(dirs[0], "correction-ledger.json")); err != nil {
+		t.Fatalf("debug capture: %v", err)
+	}
+}
+
 func TestSubprocessReportingAndDebugSelections(t *testing.T) {
 	var expectedOutput, expectedSummary string
 	for _, selection := range []struct{ reporting, debug bool }{
 		{false, false}, {false, true}, {true, false}, {true, true},
 	} {
-		f := newProcessFixture(t, "normal", "[grammar]")
+		f := newProcessFixture(t, "repair-filter-later-failure", "[grammar, grammar]")
-		extra := []string{"--reporting=false", "--report-dir", filepath.Join(f.dir, "missing")}
+
+		reportDir := filepath.Join(f.dir, "missing")
+		extra := []string{"--verbose", "--reporting=false", "--report-dir", reportDir}
 		if selection.reporting {
-			extra = []string{"--reporting=true", "--report-dir", filepath.Join(f.dir, "missing")}
+			reportDir = filepath.Join(f.dir, "selected-reports")
+			if err := os.Mkdir(reportDir, 0700); err != nil {
+				t.Fatal(err)
+			}
+			extra = []string{"--verbose", "--reporting=true", "--report-dir", reportDir}
 		}
 		if selection.debug {
 			extra = append(extra, "--debug")
 		}
 		code, stdout, stderr := f.run(t, true, extra...)
-		if code != 0 || stdout != "" || !strings.HasPrefix(stderr, "Completed:") {
+		if code != 0 || stdout != "" || !strings.Contains(stderr, "1 corrections applied; 1 work units with errors; 1 recoveries") {
 			t.Fatalf("selection=%+v code=%d stdout=%q stderr=%q", selection, code, stdout, stderr)
 		}
 		output, err := os.ReadFile(f.output)
 		if err != nil {
 			t.Fatal(err)
 		}
-		summary := strings.SplitN(stderr, "\n", 2)[0]
+		summary := ""
+		for _, line := range strings.Split(stderr, "\n") {
+			if strings.HasPrefix(line, "Completed:") {
+				summary = line
+				break
+			}
+		}
 		if expectedOutput == "" {
 			expectedOutput, expectedSummary = string(output), summary
 		} else if string(output) != expectedOutput || summary != expectedSummary {
 			t.Fatalf("selection changed processing: %+v summary=%q output=%s", selection, summary, output)
 		}
 		for _, name := range []string{"errors.yml", "recoveries.yml", "report.md"} {
-			_, err := os.Stat(filepath.Join(f.dir, name))
+			_, err := os.Stat(filepath.Join(reportDir, name))
 			if selection.reporting && err != nil || !selection.reporting && !os.IsNotExist(err) {
 				t.Fatalf("selection=%+v report %s: %v", selection, name, err)
 			}
@@ -842,6 +921,7 @@ func TestSubprocessReportingAndDebugSelections(t *testing.T) {
 					t.Fatal(err)
 				}
 			}
+
 		}
 	}
 }
@@ -855,7 +935,7 @@ func boolInt(value bool) int {
 
 func TestSubprocessAllModelFailureStillCompletes(t *testing.T) {
 	f := newProcessFixture(t, "all-model-failure", "[grammar, grammar]")
-	code, stdout, stderr := f.run(t, true)
+	code, stdout, stderr := f.run(t, true, "--verbose")
 	if code != 0 || stdout != "" || !strings.Contains(stderr, "2 work units with errors") {
 		t.Fatalf("code=%d stdout=%q stderr=%q", code, stdout, stderr)
 	}
@@ -872,9 +952,41 @@ func TestSubprocessAllModelFailureStillCompletes(t *testing.T) {
 	}
 }
 
+func TestSubprocessMasksPaddedCredentialInProviderResponse(t *testing.T) {
+	f := newProcessFixture(t, "invalid-credential-echo", "[grammar]")
+	effective := strings.TrimSpace(f.provider.secret)
+	code, stdout, stderr := f.run(t, true, "--debug")
+	if code != 0 || f.provider.callCount() != 1 || !strings.Contains(stderr, "1 work units with errors") {
+		t.Fatalf("code=%d calls=%d stdout=%q stderr=%q", code, f.provider.callCount(), stdout, stderr)
+	}
+	if strings.Contains(stderr, effective) || strings.Contains(stdout, effective) {
+		t.Fatal("credential escaped redaction in command output")
+	}
+	responseCaptured := false
+	err := filepath.WalkDir(f.dir, func(path string, entry os.DirEntry, err error) error {
+		if err != nil || entry.IsDir() {
+			return err
+		}
+		data, err := os.ReadFile(path)
+		if err != nil {
+			return err
+		}
+		if bytes.Contains(data, []byte(effective)) {
+			t.Errorf("credential escaped redaction in %s", entry.Name())
+		}
+		if strings.HasSuffix(entry.Name(), "-response-payload.json") && bytes.Contains(data, []byte("[REDACTED]|[REDACTED]")) {
+			responseCaptured = true
+		}
+		return nil
+	})
+	if err != nil || !responseCaptured {
+		t.Fatalf("missing redacted provider echo: %v", err)
+	}
+}
+
 func TestSubprocessAllValidationFailureStillCompletes(t *testing.T) {
 	f := newProcessFixture(t, "all-validation-failure", "[grammar, grammar]")
-	code, stdout, stderr := f.run(t, true)
+	code, stdout, stderr := f.run(t, true, "--verbose")
 	if code != 0 || stdout != "" || !strings.Contains(stderr, "2 work units with errors") {
 		t.Fatalf("code=%d stdout=%q stderr=%q", code, stdout, stderr)
 	}
@@ -890,7 +1002,7 @@ func TestSubprocessAllValidationFailureStillCompletes(t *testing.T) {
 
 func TestSubprocessRecoveredFilteringSurvivesLaterFailure(t *testing.T) {
 	f := newProcessFixture(t, "repair-filter-later-failure", "[grammar, grammar]")
-	code, _, stderr := f.run(t, true)
+	code, _, stderr := f.run(t, true, "--verbose")
 	if code != 0 || !strings.Contains(stderr, "1 corrections applied; 1 work units with errors; 1 recoveries") {
 		t.Fatalf("code=%d stderr=%q errors=%+v", code, stderr, f.errors(t))
 	}
@@ -920,7 +1032,7 @@ func TestSubprocessRecoveredFilteringSurvivesLaterFailure(t *testing.T) {
 
 func TestSubprocessRepairedInvalidDecisionsRemainAnError(t *testing.T) {
 	f := newProcessFixture(t, "invalid-decision-after-repair", "[grammar]")
-	code, _, stderr := f.run(t, true)
+	code, _, stderr := f.run(t, true, "--verbose")
 	if code != 0 || !strings.Contains(stderr, "0 corrections applied; 1 work units with errors; 0 recoveries") {
 		t.Fatalf("code=%d stderr=%q", code, stderr)
 	}
@@ -938,7 +1050,7 @@ func TestSubprocessCancellationLeavesFailedReportsWithoutTranscript(t *testing.T
 	f := newProcessFixture(t, "wait-cancel", "[grammar, grammar]")
 	ctx, stop := context.WithTimeout(context.Background(), 5*time.Second)
 	defer stop()
-	args := []string{"-test.run=^TestProcessSubprocessHelper$", "--", "process", f.transcript, "--config", f.config, "--glossary", f.glossary, "--output", f.output}
+	args := []string{"-test.run=^TestProcessSubprocessHelper$", "--", "process", f.transcript, "--config", f.config, "--output", f.output}
 	command := exec.CommandContext(ctx, os.Args[0], args...)
 	command.Env = append(os.Environ(), "AUDITA_HELPER_PROCESS=1", "AUDITA_TEST_PROVIDER_KEY="+f.provider.secret)
 	var stderr bytes.Buffer
@@ -968,7 +1080,7 @@ func TestSubprocessCancellationLeavesFailedReportsWithoutTranscript(t *testing.T
 
 func TestSubprocessPartialValidationAndLaterStage(t *testing.T) {
 	f := newProcessFixture(t, "partial-validation", "[grammar, grammar]")
-	code, _, stderr := f.run(t, true)
+	code, _, stderr := f.run(t, true, "--verbose")
 	if code != 0 || !strings.Contains(stderr, "1 corrections applied; 1 work units with errors") {
 		t.Fatalf("code=%d stderr=%q", code, stderr)
 	}
@@ -982,32 +1094,63 @@ func TestSubprocessPartialValidationAndLaterStage(t *testing.T) {
 	}
 }
 
-func TestSubprocessInvalidInputLeavesFailedReports(t *testing.T) {
+func TestSubprocessInvalidInputCreatesNoOutput(t *testing.T) {
 	f := newProcessFixture(t, "normal", "[grammar]")
 	if err := os.WriteFile(f.transcript, []byte("not JSON"), 0600); err != nil {
 		t.Fatal(err)
 	}
 	code, _, _ := f.run(t, true)
-	if code != 1 || f.provider.callCount() != 0 {
+	if code != 2 || f.provider.callCount() != 0 {
 		t.Fatalf("invalid input dispatched: code=%d calls=%d", code, f.provider.callCount())
 	}
-	if document := f.errors(t); document.Status != reporting.StatusFailed || len(document.Errors) != 1 || document.Errors[0].Scope != "run" {
+
-		t.Fatalf("failed report: %+v", document)
-	}
 	if _, err := os.Stat(f.output); !os.IsNotExist(err) {
 		t.Fatalf("failed transcript published: %v", err)
 	}
-	var recoveries reporting.RecoveriesDocument
+}
-	if raw, err := os.ReadFile(filepath.Join(f.dir, "recoveries.yml")); err != nil {
+
-		t.Fatal(err)
+func TestSubprocessMissingInheritanceParentFailsBeforeProviderDispatch(t *testing.T) {
-	} else if err := yaml.Unmarshal(raw, &recoveries); err != nil {
+	f := newProcessFixture(t, "normal", "[grammar]")
+	original, err := os.ReadFile(filepath.Join(f.dir, "prompts.yml"))
+	if err != nil {
 		t.Fatal(err)
 	}
-	if recoveries.Status != reporting.StatusFailed {
+	updated := strings.Replace(string(original), "  - id: local\n", "  - id: local\n    extends: {id: missing}\n", 1)
-		t.Fatalf("recoveries status: %+v", recoveries)
+	if updated == string(original) {
+		t.Fatal("process fixture backend configuration was not found")
 	}
-	if raw, err := os.ReadFile(filepath.Join(f.dir, "report.md")); err != nil || !bytes.Contains(raw, []byte("Status: failed")) {
+	if err := os.WriteFile(filepath.Join(f.dir, "prompts.yml"), []byte(updated), 0600); err != nil {
-		t.Fatalf("Markdown status: %s %v", raw, err)
+		t.Fatal(err)
+	}
+	code, stdout, stderr := f.run(t, true)
+	if code != 2 || stdout != "" || f.provider.callCount() != 0 {
+		t.Fatalf("missing parent handling: code=%d stdout=%q stderr=%q provider calls=%d", code, stdout, stderr, f.provider.callCount())
+	}
+}
+
+func TestSubprocessInvalidInputDoesNotCreateReportsInSelectedDirectory(t *testing.T) {
+	f := newProcessFixture(t, "normal", "[grammar]")
+	if err := os.WriteFile(f.transcript, []byte("not JSON"), 0600); err != nil {
+		t.Fatal(err)
+	}
+	reportDir := filepath.Join(f.dir, "failed-reports")
+	if err := os.Mkdir(reportDir, 0700); err != nil {
+		t.Fatal(err)
+	}
+	code, _, _ := f.run(t, true, "--report-dir", reportDir)
+	if code != 2 || f.provider.callCount() != 0 {
+		t.Fatalf("invalid input dispatched: code=%d calls=%d", code, f.provider.callCount())
+	}
+	for _, name := range []string{"errors.yml", "recoveries.yml", "report.md"} {
+		if _, err := os.Stat(filepath.Join(reportDir, name)); !os.IsNotExist(err) {
+			t.Fatalf("report created before preflight: %s %v", name, err)
+		}
+	}
+	if _, err := os.Stat(filepath.Join(f.dir, "errors.yml")); !os.IsNotExist(err) {
+		t.Fatalf("failed report appeared in default directory: %v", err)
+	}
+	if _, err := os.Stat(f.output); !os.IsNotExist(err) {
+		t.Fatalf("failed transcript published: %v", err)
 	}
 }
 
@@ -1026,7 +1169,7 @@ func TestSubprocessOutputFailureBeforeModelDispatch(t *testing.T) {
 func TestSubprocessOptionalDebugFailureDoesNotChangeOutcome(t *testing.T) {
 	f := newProcessFixture(t, "normal", "[grammar]")
 	code, _, stderr := f.run(t, true, "--debug", "--work-dir", f.transcript)
-	if code != 0 || !strings.HasPrefix(stderr, "Completed: 1 corrections applied") || !strings.Contains(stderr, "debug directory") {
+	if code != 0 || !strings.Contains(stderr, "Completed: 1 corrections applied") || !strings.Contains(stderr, "work directory") {
 		t.Fatalf("optional debug failure changed processing: code=%d stderr=%q", code, stderr)
 	}
 	if _, err := os.Stat(f.output); err != nil {
@@ -1041,7 +1184,7 @@ func TestSubprocessTranscriptPreflightWithoutReporting(t *testing.T) {
 	f := newProcessFixture(t, "normal", "[grammar]")
 	f.output = filepath.Join(f.dir, "missing", "output.json")
 	code, _, stderr := f.run(t, true, "--reporting=false")
-	if code == 0 || f.provider.callCount() != 0 || !strings.Contains(stderr, "transcript output parent") {
+	if code == 0 || f.provider.callCount() != 0 || !strings.Contains(stderr, "prepare transcript output") {
 		t.Fatalf("transcript preflight: code=%d calls=%d stderr=%q", code, f.provider.callCount(), stderr)
 	}
 }
@@ -1100,12 +1243,12 @@ func TestSubprocessPathAnnouncementsAreRedacted(t *testing.T) {
 			selected, unused := "selected-path-secret", "unused-path-secret"
 			f.provider.secret = selected
 			t.Setenv("AUDITA_UNUSED_PATH_KEY", unused)
-			cfg, err := os.ReadFile(f.config)
+			cfg, err := os.ReadFile(filepath.Join(f.dir, "prompts.yml"))
 			if err != nil {
 				t.Fatal(err)
 			}
-			cfg = bytes.Replace(cfg, []byte("backends:\n"), []byte("backends:\n  unused:\n    endpoint: http://unused.invalid/v1\n    credential: AUDITA_UNUSED_PATH_KEY\n"), 1)
+			cfg = bytes.Replace(cfg, []byte("backends:\n"), []byte("backends:\n  - id: unused\n    endpoint: http://unused.invalid/v1\n    api_key_env: AUDITA_UNUSED_PATH_KEY\n"), 1)
-			if err := os.WriteFile(f.config, cfg, 0600); err != nil {
+			if err := os.WriteFile(filepath.Join(f.dir, "prompts.yml"), cfg, 0600); err != nil {
 				t.Fatal(err)
 			}
 			reportDir := filepath.Join(f.dir, unused)
@@ -1120,20 +1263,20 @@ func TestSubprocessPathAnnouncementsAreRedacted(t *testing.T) {
 				}
 			}
 			code, _, stderr := f.run(t, true, "--debug", "--work-dir", debugParent)
-			if (!fail && code != 0) || (fail && code != 1) {
+			if (!fail && code != 0) || (fail && code != 2) {
 				t.Fatalf("code=%d stderr=%q", code, stderr)
 			}
 			if strings.Contains(stderr, selected) || strings.Contains(stderr, unused) {
 				t.Fatalf("credential in stderr: %q", stderr)
 			}
-			if !strings.Contains(stderr, "[REDACTED]") {
+			if !fail && !strings.Contains(stderr, "[REDACTED]") {
 				t.Fatalf("missing redacted announcement: %q", stderr)
 			}
-			if _, err := os.Stat(filepath.Join(reportDir, "report.md")); err != nil {
+			if _, err := os.Stat(filepath.Join(reportDir, "report.md")); !fail && err != nil {
 				t.Fatal(err)
 			}
 			dirs, err := os.ReadDir(debugParent)
-			if err != nil || len(dirs) != 1 {
+			if !fail && (err != nil || len(dirs) != 1) {
 				t.Fatalf("debug location: %v %v", dirs, err)
 			}
 			if !fail {
@@ -1147,7 +1290,7 @@ func TestSubprocessPathAnnouncementsAreRedacted(t *testing.T) {
 
 func TestSubprocessInteractionWriteFailureIsVisibleAndNonfatal(t *testing.T) {
 	f := newProcessFixture(t, "normal", "[grammar]")
-	code, _, baselineSummary := f.run(t, true)
+	code, _, baselineSummary := f.run(t, true, "--verbose")
 	if code != 0 {
 		t.Fatal(baselineSummary)
 	}
@@ -1162,16 +1305,16 @@ func TestSubprocessInteractionWriteFailureIsVisibleAndNonfatal(t *testing.T) {
 			t.Errorf("debug directory: %v %v", dirs, err)
 			return
 		}
-		if err := os.WriteFile(filepath.Join(dirs[0], "grammar"), []byte("block interaction writes"), 0600); err != nil {
+		if err := os.WriteFile(filepath.Join(dirs[0], "grammar_1"), []byte("block interaction writes"), 0600); err != nil {
 			t.Error(err)
 		}
 	}
 	f.provider.mu.Unlock()
 	code, _, stderr := f.run(t, true, "--debug")
-	if code != 0 || !strings.HasPrefix(stderr, strings.SplitN(baselineSummary, "\n", 2)[0]) {
+	if code != 0 || !strings.Contains(stderr, strings.SplitN(baselineSummary, "\n", 2)[0]) {
 		t.Fatalf("changed outcome: %d %q", code, stderr)
 	}
-	if !strings.Contains(stderr, "debug proposal interaction") || !strings.Contains(stderr, "debug validation interaction") {
+	if !strings.Contains(stderr, "proposal interaction") || !strings.Contains(stderr, "validation interaction") {
 		t.Fatalf("missing debug failures: %q", stderr)
 	}
 	output, err := os.ReadFile(f.output)
@@ -1204,7 +1347,7 @@ func TestSubprocessInPlaceTranscript(t *testing.T) {
 				t.Fatal(err)
 			}
 			if invalid {
-				if code != 1 || !bytes.Equal(before, after) {
+				if code != 2 || !bytes.Equal(before, after) {
 					t.Fatalf("failed processing changed input: code=%d %s", code, stderr)
 				}
 			} else if code != 0 || stdout != "" || !bytes.Contains(after, []byte("Hello world")) {
@@ -1218,15 +1361,18 @@ func TestSubprocessProfileSources(t *testing.T) {
 	f := newProcessFixture(t, "success", "[]")
 	// PromptKit uses profile IDs, not filename stems. A report-named profile is
 	// still an input and must not be overwritten during report initialization.
-	loaded := filepath.Join(f.dir, "profiles", "errors.yml")
+	if err := os.Mkdir(filepath.Join(f.dir, "prompts"), 0700); err != nil {
-	if err := os.Rename(filepath.Join(f.dir, "profiles", "proposal.yaml"), loaded); err != nil {
+		t.Fatal(err)
+	}
+	loaded := filepath.Join(f.dir, "prompts", "errors.yml")
+	if err := os.Rename(filepath.Join(f.dir, "prompts.yml"), loaded); err != nil {
 		t.Fatal(err)
 	}
 	before, err := os.ReadFile(loaded)
 	if err != nil {
 		t.Fatal(err)
 	}
-	f.output = filepath.Join(f.dir, "profiles", "proposal.yml")
+	f.output = filepath.Join(f.dir, "prompts", "proposal.yml")
 	code, _, stderr := f.run(t, true, "--reporting=false")
 	if code != 0 {
 		t.Fatalf("unused alternate rejected: %d %s", code, stderr)
@@ -1240,7 +1386,50 @@ func TestSubprocessProfileSources(t *testing.T) {
 	if err != nil {
 		t.Fatal(err)
 	}
-	if code != 2 || !bytes.Equal(before, after) || f.provider.callCount() != 0 {
+	if code != 1 || !bytes.Equal(before, after) || f.provider.callCount() != 0 {
 		t.Fatalf("loaded profile not protected: %d %s", code, stderr)
 	}
+
+	parentDir := filepath.Join(f.dir, "prompts", "catalog")
+	childDir := filepath.Join(f.dir, "prompts", "nested", "child")
+	for _, directory := range []string{parentDir, childDir} {
+		if err := os.MkdirAll(directory, 0700); err != nil {
+			t.Fatal(err)
+		}
+	}
+	parent := filepath.Join(parentDir, "arbitrary-name.yaml")
+	child := filepath.Join(childDir, "override.yaml")
+	resource := filepath.Join(parentDir, "report.md")
+	for path, content := range map[string]string{
+		parent:   "prompts:\n  - id: source\n    messages:\n      - role: user\n        content_file: report.md\n    output:\n      format: text\n      validation_mode: none\n",
+		child:    "prompts:\n  - id: child\n    extends: {id: source}\n",
+		resource: "Captured operator message.\n",
+	} {
+		if err := os.WriteFile(path, []byte(content), 0600); err != nil {
+			t.Fatal(err)
+		}
+	}
+	resourceBefore, err := os.ReadFile(resource)
+	if err != nil {
+		t.Fatal(err)
+	}
+	f.output = resource
+	code, _, stderr = f.run(t, true, "--reporting=false")
+	resourceAfter, err := os.ReadFile(resource)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if code != 1 || !bytes.Equal(resourceBefore, resourceAfter) || f.provider.callCount() != 0 {
+		t.Fatalf("consumed message file not protected as transcript output: %d %s", code, stderr)
+	}
+
+	f.output = filepath.Join(f.dir, "output.json")
+	code, _, stderr = f.run(t, true, "--report-dir", parentDir)
+	resourceAfter, err = os.ReadFile(resource)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if code != 1 || !bytes.Equal(resourceBefore, resourceAfter) || f.provider.callCount() != 0 {
+		t.Fatalf("consumed message file not protected as report output: %d %s", code, stderr)
+	}
 }

docs/adr/0001-releasekit.md

@@ -0,0 +1,45 @@
+# ADR 0001: Adopt ReleaseKit for release management
+
+## Status
+
+Accepted.
+
+## Date
+
+2026-10-07
+
+## Context
+
+Audita maintains custom release scripts, build tooling, delivery configuration,
+and tests for mechanics shared across applications in the same suite.
+[ReleaseKit](https://gitea.maximumdirect.net/eric/ReleaseKit) provides a common implementation and standard workflow for
+those responsibilities.
+
+## Decision
+
+Adopt ReleaseKit for shared release validation, source publication, binary
+builds, version information, and hosted delivery. Audita will follow its standard
+workflow and supply product identity, delivery targets, release notes, and
+necessary product-specific checks.
+
+Better maintainability and less locally owned release-focused code outweigh any
+small advantage from retaining Audita's custom release procedure. Changes to
+that procedure are an accepted consequence of standardization.
+
+## Alternatives considered
+
+Retaining the custom procedure would preserve its exact behavior and local
+control. It would also retain responsibility for duplicated mechanics, tests,
+and maintenance across projects. The shared implementation offers greater
+long-term value.
+
+## Consequences
+
+Audita's release integration becomes smaller, with common mechanics and their
+tests maintained upstream. Audita benefits from shared fixes and takes on
+ReleaseKit dependency maintenance.
+
+Adoption requires updates to release tooling, CI wiring, documentation, and
+runtime version reporting. The [release policy](../policy/release.md) continues
+to govern compatibility and release completion; the
+[release procedure](../release.md) will describe the adopted workflow.

docs/adr/0002-glossary-configuration-and-preflight.md

@@ -0,0 +1,42 @@
+# ADR 0002: Glossary configuration and processing readiness
+
+**Status:** Accepted
+
+**Date:** 2026-11-10
+
+## Context
+
+Operators need to reuse glossary collections across campaigns and select different
+context and protected terms for each ordered correction. Configuration inspection
+must remain useful without a transcript, model credentials, or a populated glossary.
+A processing run must reject an unusable later correction before publishing outputs
+or spending resources on earlier corrections.
+
+## Decision
+
+ConfigKit composes typed, named glossary collections with the application
+configuration. Each pipeline entry selects context and protection independently;
+Audita derives consumer views without changing the resolved configuration. For a
+glossary correction, active recognized spellings are exempt from that entry's
+protection view. Other protected spellings and validators remain effective.
+
+After configuration resolution, Audita preflight checks the whole pipeline and
+coordinates output preparation. It consumes the typed configuration and acquired
+inputs, without reloading configuration or calling a provider. The output session
+owns preparation, cleanup, and publication. See the [configuration](../config.md)
+and [operations](../operations.md) contracts for current behavior.
+
+## Alternatives considered
+
+A separately parsed glossary per invocation would duplicate composition and make
+per-entry selection and provenance harder to express. Requiring nonempty
+collections in configuration validation would prevent inspection and reuse of
+valid empty definitions. Preparing outputs or checking each entry only when it
+runs could leave artifacts or incur model work before finding a later error.
+
+## Consequences
+
+Configuration and runtime views have distinct responsibilities. Inspection can
+show configured selections and origins without presenting derived vocabulary as
+configuration. Preflight and the output session need a clear handoff, and the
+processing pipeline must carry each entry's own effective settings and identity.

docs/adr/0003-module-focus-and-editorial-acceptance.md

@@ -0,0 +1,59 @@
+# ADR 0003: Module focus and editorial acceptance
+
+**Status:** Accepted
+
+**Date:** 2026-11-11
+
+## Context
+
+Audita gives each correction module a focused task. A prompt review suggested
+making that task's scope an acceptance condition, because validators can accept
+minor editorial changes that the proposing module was not asked to make.
+
+The maintainer's practical testing established why this difference is deliberate.
+Models persistently propose minor editorial cleanup when it is clearly warranted
+in the supplied text. Instructions strict enough to suppress that cleanup also
+suppress desirable edits. Enforcing exclusive module scopes would therefore
+trade away useful corrections to achieve a separation that does not serve the
+application's editorial goals.
+
+## Decision
+
+Module scope guides the corrections Audita asks a model to propose. It is not an
+exhaustive boundary on acceptable edits. Minor editorial cleanup is permitted
+across modules and their validators even when the proposal prompt does not
+request it.
+
+Validators must not reject an otherwise acceptable minor editorial change solely
+because it falls outside the originating module's requested focus. Existing
+checks for applicability, protected terms, meaning, and other domain concerns
+continue to apply. This allowance does not guarantee that any particular edit
+passes validation or application, nor does it authorize arbitrary rewriting.
+
+Proposal, validation, and repair instructions may differ to serve their roles.
+Their consistency should be assessed against this distinction, rather than by
+requiring identical lists of allowed edits. Repair feedback should not turn
+module focus into an exclusive acceptance rule.
+
+## Alternatives considered
+
+**Strict module-aware acceptance**, whether implemented in shared validators,
+separate review definitions, or an additional scope check, would make stage
+boundaries easier to describe. It is rejected because the maintainer's testing
+shows that suppressing incidental cleanup also suppresses desirable work.
+
+**Request every kind of cleanup in every module** would align proposal requests
+with the broader acceptance policy, but would dilute the focused tasks. Permitting
+incidental cleanup does not require asking each stage to perform every task.
+
+## Consequences
+
+An edit accepted outside a module's requested focus is not, by itself, a design
+defect. Prompt maintenance and evaluation should preserve useful corrections
+while checking substantive editorial quality. They should not introduce strict
+scope enforcement as an apparent consistency fix.
+
+The [architecture policy](../policy/architecture.md#correction-and-concurrency-invariants)
+records the boundary. Reconsidering this accepted decision requires new evidence
+and explicit supersession under the ADR lifecycle, rather than rediscovering the
+same prompt/validator difference during each review.

docs/adr/README.md

@@ -1,6 +1,15 @@
 # Architectural Decision Records
 
-No ADRs have been recorded here. Use the
+## Accepted
+
+- [ADR 0001: Adopt ReleaseKit for release management](0001-releasekit.md) —
+  accepted 2026-10-07.
+- [ADR 0002: Glossary configuration and processing readiness](0002-glossary-configuration-and-preflight.md) —
+  accepted 2026-11-10.
+- [ADR 0003: Module focus and editorial acceptance](0003-module-focus-and-editorial-acceptance.md) —
+  accepted 2026-11-11.
+
+Use the
 [documentation policy's ADR lifecycle](../policy/documentation.md#architecture-decision-records)
 for significant decisions. Current architecture belongs in the
 [architecture policy](../policy/architecture.md); implementation status belongs in

docs/cli.md

@@ -1,95 +1,45 @@
 # Audita CLI Reference
 
-The shared version-2 configuration parser and offline profile inspection serve
+Audita uses CommandKit for routing and the ConfigKit and PromptKit integrations
-`process`, `config validate`, and `config print-effective`.
+for their standard inspection and request commands. Run `audita --help` or
-The [configuration reference](config.md) owns fields, defaults, and validation;
+command-specific `--help` for the installed command inventory. The adopted
-the [migration guide](migrations/v2.md) maps retired inputs.
+[CommandKit consumer guide](https://forge.maximumdirect.net/base-layer/commandkit/src/commit/f369d6a78253b6e6fcb1e023fb2e9c3af1d20ff0/docs/consumers/guide.md)
+describes the standard command grammar, inspection, comparison, preview,
+validation, smoke tests, and their provider-specific caveats. Help and version
+do not load application or model configuration.
 
-## Commands and help
+## Processing
 
 ```sh
-audita process <transcript.json> --glossary <glossary.yml> [flags]
+audita process [flags] transcript.json
-audita config validate --config <config.yml> [flags]
-audita config print-effective [flags]
 ```
 
-Root invocation, `--help`, `-h`, and command help succeed without loading a config
+`--config` selects a main configuration and `--overlay` selects its overlay.
-file or resolving secrets. Unknown commands and flags return exit code `2`.
+`--output` writes the transcript to a file; omission selects stdout. The shared
-`process` accepts exactly one transcript path, either before the flags or after
+`--debug` flag enables retained debug artifacts, and `--quiet` suppresses optional
-them. With flags first, put the transcript last. Both config commands reject
+messages. Quiet processing requires an output file or `/dev/null`. See
-positional arguments and process-only flags.
+[operations](operations.md) for output and report lifecycle.
 
-All three commands accept `--config <path>` and `--overlay <name>`. `config validate`
+Explicit process flags override root settings only. `--glossaries` and
-requires an explicit nonempty `--config`; the other commands select the explicit
+`--protected-terms` each accept one JSON array of collection names or `null`;
-file, then `/usr/local/etc/audita/config.yml`, then `/etc/audita/config.yml`.
+`[]` clears the selection. Set pipeline order and per-entry overrides in YAML.
-Missing system candidates are skipped; inaccessible selected files are errors.
+Other supplied flags cover profiles, output schema, description, reporting,
-No file means a configuration error. `AUDITA_CONFIG` is ignored. The selected
+chunking, normalization, confidence thresholds, validation budget, and debug
-overlay is loaded beside the main file, not used to locate profile files.
+work directory. `audita process --help` lists the available flags. An omitted flag
+does not contribute an override. [Configuration](config.md) defines their values
+and inheritance.
 
-## Setting overrides
+## Inspection and outcomes
 
-Only flags actually supplied override file or overlay settings. `--modules ''`
+The application configuration scope uses ConfigKit's native effective values,
-clears the module pipeline, and an explicit numeric zero reaches configuration
+source evidence, explanation, comparison, and redaction. PromptKit supplies its
-validation. The shared setting flags are:
+own configuration and resource scopes and request preparation, validation, and
+explicit smoke diagnostics. Inspection does not require a processing-ready
+pipeline or contact a provider. Smoke tests can contact providers and are run
+only on explicit request.
 
-| Setting | Flags |
+Process stdout contains transcript JSON when no output file is selected. Ordinary
-| --- | --- |
+reports may record recoverable model failures even when processing completes.
-| Profile selection | `--proposal-profile`, `--validation-profile` |
+Exit status `0` means success, `1` runtime or output failure, `2` invalid usage
-| Pipeline and output | `--modules`, `--output-schema` |
+or input, and native comparison may return `3` for differences. See the
-| Validation budget | `--validation-max-prompt-tokens` |
+[output contract](integrations/output-files.md) and [subprocess contract](integrations/subprocess.md).
-| Chunking | `--target-sections`, `--max-section-tokens`, `--min-section-tokens` |
-| Normalization (numeric seconds) | `--normalize-max-segment-gap`, `--normalize-ellipsis-gap`, `--normalize-max-segment-duration`, `--normalize-max-segment-tokens` |
-| Confidence thresholds | `--glossary-confidence-threshold`, `--homophones-confidence-threshold`, `--spoken-word-confidence-threshold`, `--grammar-confidence-threshold` |
-| Context | `--transcript-description` |
-| Reporting | `--reporting[=true\|false]`, `--report-dir DIR` |
-| Debug | `--debug[=true\|false]`, `--work-dir DIR` |
-
-`process` alone accepts `--glossary` (required) and `--output`.
-An omitted or empty output value selects stdout. Nonempty output filenames are
-used literally, including whitespace.
-Reporting defaults to enabled. `--reporting=false` disables all three ordinary
-reports; an explicit false overrides a true file or overlay setting. With file
-output, reports go beside the transcript and `--report-dir` has no effect. With
-stdout output, `--report-dir` selects the report directory, defaulting to the
-invocation working directory. `--debug` separately enables retained detailed
-artifacts under `--work-dir`. Configuration inspection does not create or probe
-these output directories.
-Per-role model, base URL, key, timeout, retry, and concurrency flags have been
-removed. Models and generation controls belong to PromptKit profiles, backend
-credentials and capacity to configuration, and retry/deadline settings to the
-shared LLM section. Legacy configuration environment overrides are ignored.
-
-## Streams and exit status
-
-`config validate` loads settings and both selected PromptKit profiles offline,
-then prints `config is valid` on success. `config print-effective` accepts
-`--view settings|profiles|explain` and defaults to `settings`. Settings writes
-ConfigKit's redacted effective-settings YAML. Profiles writes an Audita-owned
-YAML summary of selected ID, backend, model, sampling controls, per-attempt
-timeout, service tier, and reasoning effort for each role. It omits credentials,
-endpoints, and arbitrary extra provider parameters. Explain writes a YAML
-sequence of field paths, source origins, and recorded derivations without
-resolved setting values. These views share the same settings and profile
-validation path as `process`. Unknown views are usage errors. The effective
-settings YAML is for inspection and is not guaranteed reloadable.
-
-For `process`, `--output` writes the corrected transcript to a file and leaves
-stdout empty on success. Without it, stdout carries transcript JSON only on
-success. Enabled reporting creates `errors.yml`, `recoveries.yml`, and
-`report.md` in the selected directory. Successful stderr begins with
-`Completed: N corrections applied; E work units with errors; R recoveries.`
-Report and debug locations follow only when created. Model-operation failures
-can coexist with a completed run and applied corrections; read the YAML reports
-for details. Debug artifacts are created only with `--debug`. See the
-[report contract](integrations/output-files.md).
-
-Exit codes are `0` for success, `1` for runtime or output failure, and `2` for
-usage or configuration input errors. Invalid settings and profiles return `2`;
-broken embedded assets, caller cancellation, fatal processing, and required
-output failures return `1`. A late report-write failure can follow a published
-transcript; exit status and report status remain authoritative.
-Configuration commands inspect profiles without contacting a provider.
-
-See the [input files](integrations/transcript-glossary-files.md),
-[subprocess contract](integrations/subprocess.md), and
-[artifact lifecycle](operations.md) for their respective details.

docs/config.md

@@ -1,88 +1,105 @@
 # Audita Configuration
 
-This reference describes the version-2 configuration loader in `internal/core/config`.
+Audita uses version 3 application configuration. See the [migration guide](migrations/v3.md)
-Use the maintained [local](../examples/minimal-config.yml) and
+and [examples](../examples/) for complete projects. Command syntax is owned by
-[service](../examples/production-config.yml) examples with their PromptKit
+[the CLI reference](cli.md).
-[profiles](../examples/profiles/) and optional [testing overlay](../examples/overlays/testing.yml).
-Choose real models for your endpoint; a testing profile makes no cost or quality
-guarantee. See the [migration guide](migrations/v2.md) for retired inputs.
 
-## Loading and precedence
+## Loading and composition
 
-The application selects one main YAML file: an explicit `--config`, then
+An explicit `--config` selects one main YAML file. Without it, ConfigKit searches
-`/usr/local/etc/audita/config.yml` if present, then `/etc/audita/config.yml`
+the working directory, user configuration directory, and Unix system directories
-if present. Missing system candidates are skipped; an explicit missing or empty
+for `audita` configuration. If no file is found, built-in defaults apply. An
-path, inaccessible selected file, or absence of any selected file is an error.
+explicit invalid selection or failure of a selected file is an error; search does
-`config validate` requires an explicit file. ConfigKit loads built-in defaults,
+not continue after a selected file fails. An omitted version uses the v3 schema;
-the selected file, an optional named overlay from `overlays/<name>.yml` beside the
+a supplied version must be `3`.
-main file, and only explicitly supplied setting overrides, in that order. Imports
-and secret-directory bootstrap are disabled. Unknown fields and missing, null,
-or non-integer `version: 2` are errors. Version-1 files require migration; no
-compatibility loader or implicit environment configuration remains.
 
-Validation runs after overlays, explicit overrides, and derived settings have
+Operator sources may use ConfigKit imports. The selected main file provides the
-resolved. An override can therefore repair an invalid lower-precedence setting
+base for an optional `overlays/<name>.yml`, optional `glossary.yml`, and recursive
-when that setting can be decoded. ConfigKit retains field origins and derivations
+`glossary/` YAML files. Without a main source, automatic companion files are not
-for effective-configuration inspection. Its effective YAML redacts resolved
+loaded from the working directory. ConfigKit composes sources, resolves native
-credentials.
+inheritance, applies explicit overrides, records derived defaults, and validates
+the result. Its [configuration reference](https://forge.maximumdirect.net/base-layer/configkit/src/tag/v1.2.0/docs/config.md)
+owns native composition and provenance semantics.
 
-Profile files are resolved against the selected main file's directory, or may
+### PromptKit profiles and operator prompts
-use an absolute `profiles_dir`. Both selected profiles must exist and select a
+
-registered backend. Their effective endpoints must match that backend's endpoint
+PromptKit loads its default catalog and Audita's embedded prompts, followed by
-after surrounding whitespace and trailing slashes are removed. Profiles cannot
+optional `prompts.yml` and recursive `prompts/` YAML files beside the application
-supply a competing `api_key_env` lookup. The backend credential supplies the
+main. Native imports, resource collections, inheritance, and replacement apply.
-runtime key when required; inspection makes no provider call. The
+Profiles, backends, models, credentials, admission, and provider parameters belong
-[CLI inspection views](cli.md#streams-and-exit-status) show selected controls and
+to PromptKit configuration; see its [format reference](https://forge.maximumdirect.net/base-layer/promptkit/src/tag/v0.21.0/docs/formats.md).
-field provenance separately from ConfigKit's redacted settings YAML.
+The engine captures its sources for an invocation. Edit files and run a new
+invocation to pick up changes. Inspection does not require model credentials.
+
+## Pipeline and glossary selections
+
+`glossary_collections` maps names to collections with an ordered `entries` list.
+Each entry has an `id`, `name`, and `category`; `description`, `aliases`, and
+`plural` provide optional context. Entries are identified within their collection
+by `id`. Root `glossaries` and `protected_terms` select collection names. If root
+protection is omitted, it derives from the root glossary selection.
+
+`pipeline.stages` is an ordered list of `module` records; supported modules are
+`glossary`, `homophones`, `spoken_word`, and `grammar`. The default sequence is
+`glossary`, `homophones`, `glossary`, `spoken_word`, `grammar`. Repeated modules
+run separately; `[]` runs normalization without model processing. An optional
+nonempty, unique `id` identifies a record in evidence. Each record may override
+`glossaries`, `protected_terms`, `confidence_threshold`, and fields under `llm`,
+`validation`, and `context`. Omitted fields inherit their resolved root values.
+Explicit empty lists and null list selections clear a selection.
+
+Each entry receives its selected context and independent protection. Glossary
+correction exempts active recognized spellings from protection for that entry.
+A longer exempt name still takes precedence over a shorter protected spelling
+inside it. A glossary correction must have at least one selected entry at
+processing preflight. Empty definitions and empty protection remain valid
+configuration.
 
 ## Settings
 
-| Field | Default | Rule |
+| Setting | Default | Meaning |
 | --- | --- | --- |
-| `profiles_dir` | `profiles` | Nonempty; profile files are resolved relative to the selected main file. |
+| `llm.proposal_profile` | unset | PromptKit profile for proposals; required for processing entries. |
-| `backends.<id>.endpoint` | None | Required nonempty endpoint for each backend. At least one backend is required. |
+| `llm.validation_profile` | effective proposal profile | Profile for model validation; null clears a selection before fallback. |
-| `backends.<id>.concurrency` | `1` | Positive finite capacity; shared by both roles using that backend. |
+| `llm.correction_repair_profile` | effective proposal profile | Profile for correction repair; null clears an inherited selection before fallback. |
-| `backends.<id>.queue_capacity` | `1024` | Nonnegative; zero disables waiting admission. |
+| `llm.correction_repair_attempts` | `1` | Nonnegative repair attempts per correction; zero disables correction repair. |
-| `backends.<id>.credential` | Unset | Optional environment-variable secret reference; omission or null means unauthenticated use. |
+| `llm.transient_retries` | `2` | Additional transient attempts per generation. |
-| `llm.proposal_profile` | None | Required nonempty profile ID. |
+| `llm.repair_attempts` | `2` | Structural repairs, from zero through three. |
-| `llm.validation_profile` | Final proposal profile | Omission inherits the final proposal selection; explicit empty or null fails. |
+| `llm.operation_timeout` | `15m` | Positive duration per logical operation. |
-| `llm.transient_retries` | `2` | Nonnegative additional attempts per generation. |
-| `llm.repair_attempts` | `2` | Additional structural repair generations, from zero through three. |
-| `llm.operation_timeout` | `15m` | Positive Go duration string per logical call. |
-| `pipeline.modules` | `[glossary, homophones, glossary, spoken_word, grammar]` | Ordered module keys; repeats are meaningful and an explicit empty list runs no correction modules. |
-| `output.schema` | `bare-segments` | `bare-segments` or `audita-v1`. See [output formats](integrations/output-files.md). |
 | `validation.max_prompt_tokens` | `2048` | Positive validation batching budget. |
-| `chunking.target_sections` | Unset | Optional positive target; omission or null selects automatic chunking. |
+| `thresholds.<module>` | `0.8` | Root confidence threshold for each module, in `[0, 1]`. |
-| `chunking.max_section_tokens` | `8192` | Positive maximum estimate. |
+| `context.description` | empty | Prompt context; at most 500 bytes after trimming. |
-| `chunking.min_section_tokens` | `2048` | Positive and no greater than maximum. |
+| `chunking.target_sections` | unset | Optional positive target. |
-| `normalization.max_segment_gap` | `4.0` | Nonnegative numeric seconds. |
+| `chunking.max_section_tokens`, `chunking.min_section_tokens` | `8192`, `2048` | Positive section bounds; minimum must not exceed maximum. |
-| `normalization.ellipsis_gap` | `3.5` | Nonnegative numeric seconds. |
+| `normalization.max_segment_gap`, `normalization.ellipsis_gap` | `4`, `3.5` | Nonnegative seconds. |
-| `normalization.max_segment_duration` | `60.0` | Positive numeric seconds. |
+| `normalization.max_segment_duration`, `normalization.max_segment_tokens` | `60`, `2048` | Positive seconds and token estimate. |
-| `normalization.max_segment_tokens` | `2048` | Positive token estimate. |
+| `output.schema` | `bare-segments` | Output format; see [output contracts](integrations/output-files.md). |
-| `thresholds.glossary`, `.homophones`, `.spoken_word`, `.grammar` | `0.8` each | Confidence thresholds in `[0, 1]`. |
+| `reporting.enabled`, `reporting.stdout_dir` | `true`, `.` | Ordinary report capture and default directory for stdout output. |
-| `context.description` | Empty | Trimmed prompt context, at most 500 bytes. |
+| `diagnostics.work_dir` | `/tmp/audita` | Parent directory for optional debug capture. |
-| `reporting.enabled` | `true` | Write the ordinary three-file report bundle when processing. |
-| `reporting.stdout_dir` | `.` | Report directory for stdout transcript output; ignored for file output or disabled reporting. |
-| `diagnostics.debug` | `false` | Persist detailed debug artifacts when processing. |
-| `diagnostics.work_dir` | `/tmp/audita` | Parent of the retained debug run directory; required only when debug is enabled. |
 
-Module keys select correction modules; validator chains remain built into them.
+For example, an entry can disable correction repair or select another profile:
-The loader preserves module order and repetitions. Normalization time settings
-accept numeric seconds only. The operation timeout uses a duration string.
-`reporting.stdout_dir` must be nonblank only for reporting-enabled stdout runs;
-`diagnostics.work_dir` must be nonblank only with debug enabled. These path
-requirements are checked when choosing process destinations, not during
-configuration inspection.
 
-## Credentials
+```yaml
+llm:
+  proposal_profile: local
+  correction_repair_attempts: 2
+pipeline:
+  stages:
+    - module: grammar
+      llm:
+        correction_repair_profile: review
+    - module: spoken_word
+      llm:
+        correction_repair_attempts: 0
+```
 
-A backend credential is a ConfigKit secret reference containing an environment
+Processing profiles are selected explicitly; no profile or glossary is selected
-variable name, such as `credential: AUDITA_SERVICE_KEY`. Every reference that
+automatically. The validation selection falls back after root and per-entry
-survives overlay and override resolution must name a set, nonempty variable,
+settings are combined. An explicit root correction repair profile is inherited
-including credentials on backends unused by the selected roles. A replacement
+by each entry unless overridden or cleared with null; otherwise the entry uses
-reference resolves only the replacement; null removes the reference. General
+its effective proposal profile. The repair profile is checked only when its
-`AUDITA_*` and `OPENROUTER_API_KEY` variables have no implicit setting effect.
+attempt budget is positive. Each correction repair attempt is a logical call
-Secret values are available to the runtime through the resolved reference, while
+that can also use the configured transient retries and structural repairs. Null
-ConfigKit's effective output and provenance contain no resolved secret values.
+does not disable validation. Numeric zero and false
-
+retain their field meaning, subject to validation. Inspect recorded origins and
-Current invocation syntax belongs in [CLI](cli.md).
+default dependencies using the [native commands](cli.md).

docs/development.md

@@ -41,7 +41,9 @@ ownership. Commit discipline and agent Git restrictions are in the
 
 ## Baseline Validation
 
-Use Go 1.25.5 or newer. From the repository root:
+Use Go 1.27.0 or newer for source builds. The selected release toolchain is
+documented in the [release procedure](release.md#prerequisites). From the
+repository root:
 
 ```sh
 go build -o ./bin/audita ./cmd/audita

docs/integrations/openai-compatible-llm.md

@@ -1,26 +1,26 @@
 # OpenAI-Compatible LLM Integration
 
-Audita uses the pinned [PromptKit](https://gitea.maximumdirect.net/eric/promptkit)
+Audita uses the pinned [PromptKit](https://forge.maximumdirect.net/base-layer/promptkit/src/commit/171fb11f4e967a1da3af57843c6467954b14ba09)
 built-in OpenAI-compatible transport. PromptKit owns chat-completions wire framing,
 provider envelope parsing, transient retries, per-generation timeouts, and JSON
 Schema repair. A backend's configured base endpoint must support the selected
 profile's model and structured JSON-schema responses; local configuration
 inspection does not contact the provider.
 
-Audita selects a role profile, supplies its registered backend credential, and
+Audita selects role profiles independently for each pipeline entry and supplies
-passes the embedded response schema as a complete per-call output contract. It
+its domain response schema and per-operation budget. PromptKit owns backend and
-prepares each call once, checks that the prepared target still matches the
+credential selection, request preparation, transport, retries, repairs, and
-inspected backend and endpoint, then executes that same prepared request. A
+admission. Audita executes the same prepared handle and retains its own domain
-profile cannot introduce a separate credential environment lookup. An absent
+validation. Profiles may use native endpoint and credential settings; local
-backend credential permits an unauthenticated local service.
+inspection does not resolve a credential value or call the provider.
 
 `llm.transient_retries` counts additional attempts for eligible transient
 failures; explicit zero makes one attempt. `llm.repair_attempts` counts
 additional generations for schema-invalid model output. The operation timeout
 covers preparation, capacity waiting, retries, generation, and repair. Caller
 cancellation or an earlier deadline also applies. See [configuration](../config.md#settings)
-for defaults and [PromptKit's consumer contract](https://gitea.maximumdirect.net/eric/promptkit/src/tag/v0.11.2/docs/consumers/pkg-promptkit.md)
+for defaults and the [PromptKit consumer contract](https://forge.maximumdirect.net/base-layer/promptkit/src/tag/v0.21.0/docs/consumers/pkg-promptkit.md)
-for the pinned protocol and retry details.
+for protocol and retry details.
 
 A model operation that exhausts structural repair, a live-parent local operation
 timeout, capacity rejection, transport failure, malformed provider response,
@@ -31,4 +31,4 @@ continue. Caller cancellation, broken assets or configuration, and unknown
 internal failures remain fatal and cancel peers. Audita decodes into domain
 types only after PromptKit validates the JSON. Ordinary reports use safe reason
 codes and counts rather than provider messages. Full request/response content
-is written only with `--debug`; see [operations](../operations.md#diagnostics-directory).
+is written only with `--debug`; see [operations](../operations.md#debug-evidence).

docs/integrations/output-files.md

@@ -5,7 +5,7 @@
 The corrected transcript uses the selected `output.schema`: `bare-segments`
 or `audita-v1`. Its schema and text rules are unchanged by resilience
 reporting. See [configuration](../config.md#settings) for selection and
-[operations](../operations.md#required-output-files) for placement and writes.
+[operations](../operations.md#outputs-and-lifecycle) for placement and writes.
 
 With reporting enabled, Audita produces three ordinary files:
 
@@ -46,9 +46,9 @@ remain in opt-in debug files.
 ## Error and Recovery Records
 
 An `errors` record with `scope: work_unit` identifies zero-based `stage_index`
-and `chunk_index`, module key/instance, initial segment range, applied-correction
+and `chunk_index`, optional `stage_id`, module key/instance, initial segment range, applied-correction
 count, and a `failures` sequence. Each failure identifies the operation
-(`proposal`, `validation`, or `validation_input`), optional validator and
+(`proposal`, `validation`, `validation_input`, or `correction_repair`), optional validator and
 zero-based batch index, safe reason/message, sorted proposal indices when
 known, and execution counts when available. Multiple failed batches in one
 work unit form one error record. `scope: run` instead records phase, safe reason
@@ -59,11 +59,15 @@ For `validation_decisions_invalid`, proposal indices identify only candidates
 whose required decisions were unavailable. Other candidates in the same batch
 may still be approved or rejected normally.
 
-Each recovery identifies its work unit and successful operation, with sorted
+Each recovery identifies its work unit, optional `stage_id`, and successful operation, with sorted
 `reasons`, a safe message, available execution counts, and sorted
 `filtered_proposals` details. One recovery can contain `output_repaired`,
-`service_recovered`, and `proposals_filtered` together. Filtering covers
+`service_recovered`, `correction_revised`, and `proposals_filtered` together.
-defective response proposals; low confidence, protected-term rejection,
+`correction_revised` means a repair yielded a fully validated revision; its
+application outcome is recorded in the Markdown report. Filtering covers
+defective proposals and revisions under their originating operation. Only
+original proposal operations count toward `proposal_responses_with_filtering`.
+Low confidence, protected-term rejection,
 ordinary editorial rejection, and an apply-time conflict caused by an earlier
 accepted correction are not filtering recoveries. Failed operations are errors,
 not recoveries. The initial chunk identity remains stable even if earlier
@@ -79,23 +83,29 @@ is an error even when unexpected indices were also ignored.
 `report.md` includes run ID, status, corrections, work coverage, error and
 recovery totals, input/output paths, and full work-unit error and recovery
 matrices. Rows show every initial chunk with 1-based chunk number and initial
-segment range; columns follow configured module-instance order, including
+segment range; columns follow configured pipeline order, including repeated modules. Labels show
-repeats. Completed error cells are `0` or `1`; recovery cells are operation
+the one-based position and module, plus the operator ID when supplied. Completed error cells are `0` or `1`; recovery cells are operation
 counts. `—` means not started and `n*` means interrupted with n facts recorded.
 An empty stage or chunk set is identified as having no work units. Short reason breakdowns count
 records containing each reason; a recovery can have several reasons, so those
-counts need not sum to the recovery total. The report refers to both YAML
+counts need not sum to the recovery total. When a repair was attempted, a
-files. It does not include transcript excerpts or correction lists.
+Correction repair table lists its stage, chunk,
+original proposal index, semantic attempt count, and final outcome (`applied`,
+`approved_skipped`, `withdrawn`, `rejected`, `exhausted`, `unavailable`, or
+`interrupted`). The report refers to both YAML files. It does not include
+transcript excerpts or correction lists.
 
 ## Debug-Only Files
 
 With `--debug`, `correction-ledger.json` contains proposed candidates and
 their application, rejection, or interruption details. `llm-execution.json`
-holds logical calls and PromptKit execution events; `utilization-diagnostics.json`
+holds logical calls and PromptKit execution events. Interaction request/response
-groups backend capacity and timing observations while preserving known and
+artifacts and input snapshots are also debug-only. Records carry zero-based
-complete usage semantics. Interaction request/response artifacts, selected
+`stage_index` and optional `stage_id` where an entry is identified.
-profiles, configuration provenance, and input snapshots are also debug-only.
 These files are diagnostic evidence, not an alternate ordinary report schema.
+For a repaired proposal, one ledger row preserves the original proposed edit,
+the final applied segment and span when applicable, and repair attempts with
+revision decisions and interaction artifact paths.
 Each candidate-backed ledger entry includes `proposed_corrected_text`, the
 literal replacement span, even when it is `""` for a deletion. Applied entries
 also include `applied_corrected_text`, likewise `""` for an applied deletion.

docs/integrations/subprocess.md

@@ -6,14 +6,17 @@ The [CLI reference](../cli.md) owns command syntax, streams, and exit semantics;
 
 ## Invocation
 
-Use an argument array with the transcript path and required glossary argument,
+Use an argument array with the transcript path and configured glossary selections,
-following the [process examples](../cli.md#commands-and-help). For machine workflows,
+following the [process examples](../cli.md#processing). For machine workflows,
 select an explicit transcript file destination and a configuration path. Reports
-then go beside the transcript. For stdout output, select `--report-dir` or use
+go beside the transcript unless an explicit `--report-dir` selects another
-the invocation working directory. Debug is independent and off by default.
+directory. For stdout output, reports use the effective `reporting.stdout_dir`
-Supplying a configuration path also
+(defaulting to the invocation working directory), including a `--report-dir`
-makes file selection predictable; only explicitly referenced credential variables
+override. A config-file or overlay value for `reporting.stdout_dir` alone does
-are read from the environment.
+not redirect file-output reports. `--work-dir` selects a debug root, while
+`--debug` enables capture; the path flag alone does not.
+Supplying a configuration path also makes file selection predictable; only
+explicitly referenced credential variables are read from the environment.
 
 Resolve the executable deliberately and set the child's working directory so
 relative input/output paths and reported artifact paths have a known base.
@@ -23,18 +26,20 @@ or cancellation in the parent process when needed.
 ## Result Handling
 
 Interpret the exit result according to the
-[CLI output and exit contract](../cli.md#streams-and-exit-status).
+[CLI output and exit contract](../cli.md#inspection-and-outcomes).
 Consume transcript/report data through the
 [output-file contract](output-files.md), and treat stderr as human-readable detail.
-The three reports may be absent after early configuration or destination
+Audita loads configuration and parses the input transcript before report
-failures. After initialization, failed reports can describe invalid input or
+initialization. Early destination failures can also leave no reports. After
-partial processing. Exit `0` can include recoverable model errors and applied
+initialization, failed reports can describe partial processing or output
+failures and use the same report directory as successful runs.
+Exit `0` can include recoverable model errors and applied
 corrections; inspect `errors.yml` and `recoveries.yml` for those outcomes. A
 transcript may have been written before a later required report failure, so
 the file alone does not prove completion.
 
 If processing fails, preserve available evidence and follow
-[operations recovery](../operations.md#failure-inspection-and-recovery).
+[operations recovery](../operations.md#recovery).
 Ordinary reports are independent of optional retained debug evidence. Parent
 cancellation reaches the child through its context; Audita joins workers and
 attempts failed-status report finalization before exiting. Uncatchable
@@ -45,4 +50,4 @@ file nor a debug directory alone establishes successful completion.
 
 - [Transcript and glossary inputs](transcript-glossary-files.md)
 - [LLM endpoint compatibility](openai-compatible-llm.md)
-- [Configuration inspection commands](../cli.md#commands-and-help)
+- [Configuration inspection commands](../cli.md#inspection-and-outcomes)

docs/integrations/transcript-glossary-files.md

@@ -28,23 +28,11 @@ The [tiny transcript](../../examples/tiny-transcript.json) is a complete copyabl
 input. Invalid JSON, unsupported top-level shapes, empty transcripts, invalid field
 types, duplicate supplied IDs, and the validation failures above are rejected.
 
-## Glossary YAML Contract
+## Glossary collections
 
-The top-level object contains a `glossary` list with at least one entry.
+Glossary definitions are composed as application configuration, including the
-
+optional companion inputs described by the [configuration reference](../config.md).
-| Entry field | Type and validation |
+The [local example](../../examples/local/glossary.yml) provides a complete
-| --- | --- |
+collection. Configuration may contain empty collections; processing preflight
-| `name` | Non-empty string |
+requires every glossary-correction entry to select at least one glossary entry.
-| `category` | Non-empty string |
+The previous standalone `glossary` file format is not a processing input.
-| `summary` | Non-empty string |
-| `aliases` | Optional list of non-empty strings |
-| `plural` | Optional string |
-
-The parser checks empty strings without trimming them. Unknown YAML fields are
-ignored by the glossary parser, unlike the stricter
-[configuration-file schema](../config.md#loading-and-precedence).
-
-The [tiny glossary](../../examples/tiny-glossary.yaml) is a complete copyable input.
-Malformed YAML, an empty/missing glossary, invalid shapes, missing required text,
-and empty aliases are rejected. These formats describe input acceptance, not
-additional vocabulary restrictions.

docs/internal/cli-config.md

@@ -9,7 +9,7 @@ CLI wiring, and maintained examples. Definitions of behavior belong to the
 1. Update fields, defaults, loading, and validation in `internal/core/config`.
 2. Update file, selected overlay, credential reference, and CLI mapping as
    applicable. Preserve the precedence defined in the
-   [configuration contract](../config.md#loading-and-precedence), including the
+   [configuration contract](../config.md#loading-and-composition), including the
    distinct validation and effective-config commands.
 3. Update redaction when secrets are involved.
 4. Review configuration tests and related CLI tests for precedence, validation,
@@ -27,23 +27,20 @@ CLI wiring, and maintained examples. Definitions of behavior belong to the
    for the changed behavior.
 4. Update the CLI reference and affected integration guidance.
 
+The `version` route uses ReleaseKit's public `buildinfo.Version()` accessor and
+stays independent of application runtime assembly. Preserve its behavior from
+the [CLI contract](../cli.md) when changing the command; the
+adoption decision is recorded in [ADR 0001](../adr/0001-releasekit.md).
+
 ## Validating Examples
 
 Keep complete copyable files in [examples](../../examples/) and link to them from
 their canonical contract documentation. Keep them valid and secret-free.
-From the repository root, validate the maintained configuration examples:
+Run the commands in the [example guide](../../examples/README.md) from each
-
+project's directory. `internal/cli/examples_integration_test.go` exercises the
-```sh
+maintained projects with a controlled provider, and the preview fixture can be
-go run ./cmd/audita config validate --config examples/minimal-config.yml
+prepared without inference. Review automatic companion sources and overlays in
-AUDITA_SERVICE_KEY=synthetic-example go run ./cmd/audita config validate --config examples/production-config.yml
+their actual project directories. Keep service credentials synthetic in tests.
-AUDITA_SERVICE_KEY=synthetic-example go run ./cmd/audita config validate --config examples/production-config.yml --overlay testing
-go run ./cmd/audita config print-effective --config examples/minimal-config.yml --view profiles
-```
-
-Only referenced credentials read environment values; use a controlled synthetic
-value when validating the service example. Check affected CLI examples against the
-parser and use schema tests for maintained transcript/glossary inputs. Example
-validation should not invoke a live LLM merely to check documentation.
 
 ## Runtime Change Checks
 

docs/internal/diagnostics-reporting.md

@@ -24,36 +24,29 @@ retain their execution counts and never produce a recovery record.
 `internal/core/diagnostics.OutputSession` owns active destination checks,
 transcript preflight, report initialization, regular-file replacement, and direct
 stream publication. Transcript input is protected from early report writes but
-may be the final transcript destination. The LLM runtime records successful reads
+may be the final transcript destination. The LLM runtime records consumed PromptKit sources and effective host message
-through PromptKit's profile filesystem and supplies those source paths to CLI;
+files and supplies those source paths to CLI;
 no second filename-based discovery rule is used.
-CLI composes it after configuration/profile inspection and before reading
+CLI composes it after configuration, transcript acquisition, and preflight
-inputs or dispatching model work. It does not create ordinary report parents.
+readiness and before dispatching model work. It does not create ordinary report parents.
 On a final write error it attempts other enabled reports and one failed-status
 pass; a published transcript is never erased by a later report failure.
 
-Debug is independent. Only `diagnostics.debug` creates a unique retained child
+Debug is independent. The shared `--debug` flag enables a unique retained child
 under `diagnostics.work_dir`. CLI passes empty diagnostics paths and nil writers
-when debug is off. With debug on, source/normalized snapshots, invocation,
+when debug is off. With debug enabled, it captures source and normalized
-effective settings, origins, profiles, initial chunk summary, correction ledger,
+snapshots, invocation, effective settings, correction ledger, LLM execution
-indexed execution/utilization, and model interactions are written. Runner
+observations, and model interactions. Candidate capture includes proposals later
-candidate capture includes proposals later rejected or interrupted. Ledger
+rejected or interrupted. Repair and revalidation artifacts use section, proposal,
-mapping uses optional string pointers so an empty proposed replacement is
+attempt, validator, and batch coordinates as applicable; their retained content
-serialized for every candidate and an empty applied replacement appears only
+is redacted using the selected role credentials. Ledger mapping preserves empty proposed and applied
-when that candidate applied; see the [public artifact contract](../integrations/output-files.md#debug-only-files).
+replacements and distinguishes unavailable candidates from interrupted work.
-Debug write failures reach the CLI through an explicit concurrency-safe diagnostic
+
-callback and produce redacted stderr messages without aborting processing.
+A concurrency-safe diagnostic callback reports optional write failures without
-Completed validator decisions returned with a fatal batch error remain available
+aborting processing. Diagnostic redaction uses credential source metadata; debug
-to the debug ledger; they never authorize applying an incompletely validated edit.
+artifacts can still contain sensitive transcript and prompt content. Execution
-Runner decision records carry the validator's explicit approved, rejected, or
+position and optional operator ID are carried separately from generated safe
-unavailable disposition into the ledger. Unavailable candidates have a distinct
+artifact path coordinates.
-top-level ledger disposition, while fatal interruptions remain interrupted when
-no rejection or unavailable decision was returned. Successful validation
-interaction payloads contain the full decoded response, final content, and
-reconciliation outcomes; ignored indices do not become ledger candidates.
-Every debug writer uses all configured backend secrets for redaction, including
-unselected backend credentials and source snapshots. Debug can still contain
-sensitive transcript and prompt content.
 
 ## Key Tests
 

docs/internal/llm-runtime.md

@@ -1,39 +1,30 @@
 # Audita LLM Runtime
 
-## Client Boundary
+`llm.NewRuntime` assembles one captured PromptKit engine using its default
+catalog, Audita's embedded prompts and schemas, and optional operator sources
+anchored to the recorded application main context. Captured host sources and
+message files are passed to output collision checks. An embedded-only diagnostic
+construction distinguishes shipped asset failures from operator-source failures;
+it never replaces the requested engine.
 
-`llm.NewRuntime` assembles one PromptKit engine for both roles. It loads embedded
+Each resolved pipeline entry receives role-bound clients with its selected
-prompt and schema assets, registers application backends, and inspects the
+profiles and effective budgets. Clients share engine-local backend admission.
-selected proposal and validation profiles offline. A role-bound `llm.RoleClient`
+The adapter uses `PrepareExecution` and `RunPrepared` on the same handle, passes
-implements `structuredoutput.Client`; proposal and validator contracts alias that
+Audita's per-call schema and repair budget, and decodes only validated results.
-interface. Both roles share engine-local backend capacity.
+PromptKit owns backend and credential selection. The adapter uses captured
+credential source names for artifact redaction without inspecting unrelated
+environment values. See the [integration contract](../integrations/openai-compatible-llm.md)
+for failure behavior and the [configuration reference](../config.md) for sources.
 
-For each logical call, the adapter starts an operation context and a diagnostic
+When correction repair is enabled, the proposal call retains its prompt,
-record before preparation. It supplies the reserved hardening text, the selected
+effective variables, prepared messages, and full final response for section-local
-profile and resolved backend credential, and the complete embedded schema/repair
+replay. The adapter renders the repair definition with the selected profile,
-contract. `PrepareExecution` produces the exact messages and hashes retained in
+appends only that branch’s history, and checks the original prepared prefix
-an Audita snapshot. The adapter checks the prepared backend and endpoint before
+before execution. The complete conversation is sent to the selected provider;
-`RunPrepared`. It records available final content, usage, model, and profile
+provider rejection ends that branch as unavailable. The requested repair
-metadata and decodes only a validated result. Call hooks expose logical
+definition is retained in call attribution alongside native base-prompt metadata.
-start/finish records and PromptKit execution events for debug utilization.
 
-The [integration contract](../integrations/openai-compatible-llm.md) describes
+The observation collector tracks logical calls and execution events. Ordinary
-wire ownership and failure behavior. `structuredoutput.Failure` has a safe
+reports use compact safe outcomes; request and response evidence is optional
-message, fixed reason code, typed cause, and recoverable/fatal/canceled class.
+debug material. The runner preserves ordered pipeline traversal and deterministic
-Counts distinguish provider attempts, transient retries, and structural
+section collection while canceling and joining peers on fatal errors.
-repairs, including on errors. Secrets from all configured backends, including unselected
-ones, are available to the diagnostics redaction boundary.
-
-## Orchestration
-
-CLI processing supplies two role clients from the same engine to the runner.
-PromptKit's per-backend admission applies to both roles and every generation,
-retry, and repair. The runner still processes module instances in order,
-collects concurrent section work deterministically, and cancels remaining
-section work only on fatal failures. `llm.DiagnosticsWriter` remains the protected
-request/response artifact writer. `llm.ObservationCollector` captures metadata
-events under a short mutex and freezes them after runner work joins. Its logical
-records include preparation failures; summary usage comes from terminal events
-once per call and retains knownness and completeness for each field. Runner wall
-and validator timings remain separate from provider attempts. Ordinary reports
-derive compact runner outcomes; full observations are debug-only.

docs/internal/modules.md

@@ -13,6 +13,9 @@ Modules implement `contracts.TranscriptModule`:
 - `Validators()`
 - `Propose(ctx, req)`
 
+Built-in modules also expose `RepairPromptID()` for the runner to select their
+repair definitions; proposal-only callers retain the existing interface.
+
 Runner resolves configured module specs to module instances through `internal/framework/modules`.
 
 ## Built-In Modules
@@ -37,9 +40,9 @@ Shared proposal-generation plumbing is centralized in:
 Module packages own:
 - prompt selection (`internal/prompts` prompt IDs).
 
-`proposal_generation.BuildProposalVariables` encodes the glossary, selected
+Each stage prepares the encoded glossary context and protected spellings once.
-transcript section, and trimmed description once for all four modules. PromptKit
+Proposal generation adds the selected transcript section and trimmed description
-renders their embedded definitions from those variables and validates the
+for each request. PromptKit renders the selected definition and validates the
 correction-set schema before Audita maps proposals. Domain validators still
 check confidence, applicability, protected glossary terms, and replacement
 policy. Model-facing segment IDs are one-based positions within the proposal
@@ -61,6 +64,10 @@ Module packages call the built-in chain resolver at construction.
 
 ## Failure and Outcome Behavior
 
+Each actionable rejection can be revised or withdrawn within its original
+section. A revision retains the original proposal identity and must pass the
+full validator chain before application.
+
 Module construction failures are fatal. Recoverable proposal model failures
 record an unsuccessful operation and yield no candidates for that section;
 other sections and module instances continue. Fatal adapter or application
@@ -88,4 +95,4 @@ outcomes are defined by the [report contract](../integrations/output-files.md).
 - `internal/modules/*/module_test.go`
 - `internal/framework/modules/registry_test.go`
 - `internal/framework/proposal_generation/*_test.go`
-- `internal/cli/run_test.go` (pipeline/report integration)
+- `internal/cli/process_ordered_integration_test.go` (pipeline/report integration)

docs/internal/output-schemas.md

@@ -12,7 +12,7 @@ selectable values and defaults belong to
 
 Configuration validation checks registry support. CLI orchestration resolves the
 selected encoder, passes the final transcript to it, and routes the encoded bytes
-to the destination defined by the [CLI contract](../cli.md#streams-and-exit-status).
+to the destination defined by the [CLI contract](../cli.md#inspection-and-outcomes).
 An unsupported key fails validation or resolution rather than selecting an
 implicit fallback.
 

docs/internal/overview.md

@@ -14,6 +14,7 @@ Executable and command orchestration:
 
 Core deterministic components:
 - `internal/core/config`
+- `internal/core/glossary`
 - `internal/core/schema`
 - `internal/core/normalization`
 - `internal/core/chunking`
@@ -24,6 +25,7 @@ Core deterministic components:
 
 Framework orchestration and contracts:
 - `internal/framework/contracts`
+- `internal/framework/preflight`
 - `internal/framework/modules`
 - `internal/framework/proposal_generation`
 - `internal/framework/proposals`
@@ -66,7 +68,7 @@ artifact lifecycle.
 ## Component Responsibilities
 
 Core components implement configuration defaults/loading/validation/redaction,
-transcript and glossary schemas, normalization and chunking, output encoding,
+transcript schemas and derived glossary views, normalization and chunking, output encoding,
 diagnostics artifact helpers, and public report structures.
 
 Framework components implement module and validator contracts, proposal

docs/internal/pipeline.md

@@ -4,8 +4,9 @@ The [input contract](../integrations/transcript-glossary-files.md) owns input
 formats; [configuration](../config.md) owns settings; the
 [output contract](../integrations/output-files.md) owns serialized results.
 
-1. CLI filesystem adapters read transcript and glossary files. Schema parsing
+1. CLI loads resolved configuration and transcript input. Preflight checks all
-   produces source objects; transcript segments enter canonical normalization.
+   selected glossary views and roles before the output session prepares resources.
+   Transcript segments then enter canonical normalization.
 2. Normalization sorts and merges segments using configured time and token
    limits, reassigning IDs where needed.
 3. The runner partitions the normalized transcript exactly once before its
@@ -18,10 +19,14 @@ formats; [configuration](../config.md) owns settings; the
    may preserve a checked subset of completed decisions as diagnostic evidence.
    Recoverable failed batches mark their candidates unavailable; successful
    survivors continue through all required validators.
-6. Only fully approved proposals reach application. Corrections apply in
+6. Actionable rejections can enter independent section-local repair branches.
+   Each revision is mapped to the original section and revalidated from the
+   start. Withdrawal, exhaustion, and recoverable failures finish the branch
+   without affecting independent approvals.
+7. Only fully approved proposals reach application. Corrections apply in
    proposal-index order within their owning section. Existing replacement
    policies and apply-time safety checks resolve stale conflicts.
-7. CLI encodes the final transcript and publishes active files through the
+8. CLI encodes the final transcript and publishes active files through the
    output session. `framework/processreport` builds one snapshot for YAML,
    Markdown, and CLI totals. Debug evidence is captured separately when enabled.
 

docs/internal/prompts.md

@@ -1,28 +1,43 @@
 # Audita Prompt Registry
 
-`internal/prompts` embeds seven PromptKit YAML definitions under
+`internal/prompts` embeds eleven PromptKit definitions in the `audita`
-`assets/prompts`. The IDs and selected version remain:
+collection. The four proposal IDs are `audita/modules.glossary.proposal`,
+`audita/modules.homophones.proposal`, `audita/modules.spoken_word.proposal`,
+and `audita/modules.grammar.proposal`; the corresponding repair IDs replace
+`.proposal` with `.repair`. The three validator IDs are
+`audita/validators.spoken_form_plausibility`,
+`audita/validators.meaning_reversal_review`, and
+`audita/validators.editorial_review`.
 
-- `modules.glossary.proposal` (`v1`)
+PromptKit composes embedded defaults with operator prompt sources. Shared
-- `modules.homophones.proposal` (`v1`)
+instructions come from the embedded fragments in `assets/shared`; the request
-- `modules.spoken_word.proposal` (`v1`)
+shared-variable helper fills absent `HardeningPolicy`, `ProposalContract`,
-- `modules.grammar.proposal` (`v1`)
+`RepairContract`, and `ValidationContract` variables. The processing adapter
-- `validators.spoken_form_plausibility` (`v1`)
+supplies the embedded instruction fragments for those names. Processing supplies
-- `validators.meaning_reversal_review` (`v1`)
+Audita's response-schema contract separately.
-- `validators.editorial_review` (`v1`)
+The operator's prompt definition controls which variables its template uses.
+
+Proposal focus and validator acceptance intentionally differ: minor editorial
+cleanup may be accepted even when the proposing module was not asked to perform
+it. Follow the [architecture boundary](../policy/architecture.md#correction-and-concurrency-invariants)
+when maintaining proposal, validation, and repair instructions; the difference
+alone is not a reason to tighten validation. The testing rationale is recorded in
+[ADR 0003](../adr/0003-module-focus-and-editorial-acceptance.md).
+
+For a standard request preview or validation, select a native PromptKit profile
+and supply the template variables used by the selected prompt. The shipped
+proposal definitions use `TranscriptDescriptionBlock`, `GlossaryJSON`,
+`ProtectedTermsJSON`, and `SectionJSON`. Glossary entries provide context,
+and the separate spelling list defines protection. Preview defaults the
+spelling list to `[]` when omitted. The validator definitions use `TranscriptDescriptionBlock` and
+`PayloadJSON`. The latter is supplied candidate JSON and does not require a
+proposal inference call. Repair definitions use `RepairContract` and
+`RepairRequestJSON`, containing the original proposal reference, current
+correction, and ordered findings. An operator replacement may use different
+variables.
+See the [upstream CLI reference](https://forge.maximumdirect.net/base-layer/commandkit/src/commit/f369d6a78253b6e6fcb1e023fb2e9c3af1d20ff0/docs/cli.md)
+for the standard preview, validation, and smoke commands.
 
-PromptKit reads the embedded definitions and renders their system and user
-messages from named string variables. The role-bound adapter supplies
-`HardeningPolicy` alongside `ProposalContract` and `ValidationContract` from
-embedded fragments under `assets/shared`, after caller variables so callers cannot replace those
-instructions. Common literal-span and identity guidance lives in the proposal
-fragment; shared candidate-reference, context, and confidence guidance lives in
-the validation fragment. Module-specific policies and examples remain in YAML.
-Proposal prompts receive the section JSON, glossary JSON where used, and transcript description block.
-Validator prompts receive the correction payload and description block.
-The prompt assets retain the prior task instructions and output-schema
-association. The role-bound runtime supplies the complete JSON Schema output contract
-and repair count; the definition does not own an operator-facing repair default.
 The correction-set schema requires a string replacement and accepts an empty
 string. Proposal guidance uses it for eligible span deletion and permits literal
 spacing edits; validator guidance evaluates the full before/after segment under
@@ -30,14 +45,14 @@ each validator's existing remit. A blank resulting segment remains a domain
 rejection, not a structural schema error.
 
 `internal/framework/responseschema` remains the only embedded source for
-`correction_set.v1.json` and `validator_decision_set.v1.json`. It exposes that
+`correction_set.v1.json`, `correction_repair.v1.json`, and
+`validator_decision_set.v1.json`. It exposes that
 filesystem to PromptKit and retains Audita's schema-key lookup. PromptKit's
 prepared execution supplies definition and rendered hashes; Audita does not
 recompute or promise equality with hashes from the removed template renderer.
-The small Audita registry records only prompt ID, version, source, and embedded
+The small Audita registry records only prompt ID, source, and embedded path. Prepared runtime metadata belongs in diagnostics rather than the registry.
-path. Prepared runtime metadata belongs in diagnostics rather than the registry.
 
-The structured-call contract carries prompt ID/version, string variables,
+The structured-call contract carries prompt ID, string variables,
 response-schema key, and logical-call attribution. Module and validator callers
 pass these values through the role-bound adapter. See the
 [LLM runtime](llm-runtime.md) for runtime assembly and

docs/internal/validators.md

@@ -46,6 +46,14 @@ For each module section:
 3. record decisions and compact operation outcomes;
 4. carry only approved proposals forward.
 
+When correction repair is enabled, the runner also gathers independent findings
+for rejected candidates when a validator has usable evidence. Unavailable
+assessments remain unavailable, and only candidates that pass every applicable
+check can advance. A known rejection can enter repair even when another
+assessment is unavailable; an unavailable assessment alone does not. Revised
+candidates run the applicable checks again. A zero repair budget retains the
+original shortlist flow.
+
 Decision cardinality is enforced inside Audita: each candidate proposal must
 receive exactly one outcome per validator it reaches. The runner still rejects
 duplicate, missing, or unknown identities in an internal validator result.
@@ -116,19 +124,21 @@ is covered by [report assembly](diagnostics-reporting.md).
 - `internal/validators/*_test.go`
 - `internal/framework/validators/*_test.go`
 - `internal/framework/processreport/correction_ledger_test.go`
-- `internal/cli/run_test.go`
+- `internal/cli/process_ordered_integration_test.go`
 
 ## Supplemental Validation Context
 
-Request construction prepares one segment-position lookup and protected vocabulary
+Each stage prepares a context matcher and indexes its selected glossary entries
-for all candidates. Glossary selection remains candidate-specific, including the
+by identity. Request construction uses a segment-position lookup and returns
-proposed replacement text.
+matched entries in selection order for each candidate, including matches in the
+replacement text. The deterministic guard and application check share the
+stage's separate protection matcher.
 
 Each candidate includes the immediately preceding and following source segments
 available within its fixed chunk, labeled `preceding` or `following` with speaker,
 text, and categories, plus glossary entries whose names, aliases, or
 recognized plurals appear in its original/resulting text or those neighbors.
-Glossary matching reuses the protected vocabulary; entries retain glossary order.
+Glossary matching uses the same recognition rules; entries retain selection order.
 Model-facing candidate and neighboring context omit internal segment IDs.
 This supplies evidence such as a troupe definition for a proposed `Jesters`
 correction or an adjacent speaker turn explaining deliberate repetition. A correction
@@ -140,7 +150,8 @@ payload token estimate. If one enriched item exceeds the configured limit, optio
 neighbors are removed from the end first, then glossary entries from the end,
 until it fits or only required candidate data remains. Required before/after text
 is never truncated. Existing oversized-candidate handling still applies if that
-required data does not fit. Context is supplemental, not a promise that every
+required data does not fit. The built-in estimator reuses encoded fragment
+counts for fitting and batching. Context is supplemental, not a promise that every
 relevant definition or neighboring utterance always fits. This uses the existing
 payload estimator, not a new guarantee about the provider's full context window.
 

docs/migrations/v2.md

@@ -2,8 +2,8 @@
 
 Audita v2 adopts ConfigKit for configuration and PromptKit for LLM execution.
 Version-1 configuration files, environment overlays, and retired flags are not
-accepted. Copy a maintained [local](../../examples/minimal-config.yml) or
+accepted. Copy a maintained [local](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.1.1/examples/minimal-config.yml) or
-[service](../../examples/production-config.yml) example, then select real models
+[service](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.1.1/examples/production-config.yml) example, then select real models
 in the accompanying `examples/profiles/` files. A testing overlay is shown at
 `examples/overlays/testing.yml`; its model choice carries no cost, speed, or
 quality guarantee.
@@ -122,7 +122,7 @@ capacity and usage fields retain known/complete flags. Debug runs write
 `effective-config.redacted.yaml`, `selected-profiles.yaml`,
 `config-origins.yaml`, `utilization-diagnostics.json`, and
 `llm-execution.json`. Request and response artifacts remain redacted debugging
-material. See [operations](../operations.md#diagnostics-directory) for placement
+material. See [operations](../operations.md#debug-evidence) for placement
 and paths, [configuration](../config.md) for all settings, and the
 [CLI reference](../cli.md) for current flags.
 

docs/migrations/v3.md

@@ -0,0 +1,27 @@
+# Migrating to application configuration v3
+
+Audita 3.1.x uses application configuration schema v2. For the cutover to schema
+v3, set `version: 3` in the application file and move glossary entries into
+configuration. Use the [configuration reference](../config.md) and
+[maintained examples](../../examples/) for the new formats.
+
+- Replace `pipeline.modules` with ordered `pipeline.stages` records containing
+  `module` and any per-entry overrides. An explicit empty list runs normalization.
+- Define named `glossary_collections` in configuration or its companion imports;
+  select them using `glossaries` and `protected_terms`. Rename each legacy
+  entry's `summary` to `description` to preserve its prompt context. Remove
+  `--glossary` and `--modules` from invocations.
+- Move profiles and backends out of the application configuration and retired
+  `profiles_dir` layout into PromptKit resources. Use its current list records,
+  IDs, credential sources, and backend admission settings. Select proposal and
+  validation profiles in application `llm` settings.
+- Use the shared `--debug` flag for capture; `diagnostics.work_dir` remains the
+  parent directory. Review report and output destinations before running.
+- Completion counts are hidden by default. Use `--verbose` to see them on
+  stderr, including when ordinary reports are disabled. `--debug` also shows
+  counts unless followed by `--quiet`. See [CLI reporting](../cli.md#processing).
+
+Inspect configuration and resources before processing, then try a controlled
+small transcript. Processing preflight checks every glossary correction and
+selected role before preparing outputs or invoking a model. See [operations](../operations.md)
+for lifecycle and recovery.

docs/operations.md

@@ -1,83 +1,66 @@
 # Audita Operations
 
-This guide owns physical output placement and failure handling. The
+This guide owns output placement and failure handling. The [CLI reference](cli.md)
-[CLI reference](cli.md) owns flags and streams, [configuration](config.md) owns
+owns invocation, [configuration](config.md) owns settings, and the
-settings, and the [output contract](integrations/output-files.md) owns schemas.
+[output contract](integrations/output-files.md) owns serialized formats.
 
-## Normal Workflow
+## Processing
 
-1. Validate a version-2 configuration and its selected profiles with
+Inspect the application and PromptKit resources, prepare a transcript, then run
-   `audita config validate --config config.yml`.
+`audita process` with the desired destination. The [examples](../examples/README.md)
-2. Prepare a transcript and glossary following the [input contract](integrations/transcript-glossary-files.md).
+show complete projects. Processing preflight checks every configured glossary
-3. Run `audita process input.json --config config.yml --glossary glossary.yaml --output corrected.json`.
+correction and selected profile before output preparation and model work. Empty
-4. Check the exit status, stderr summary, corrected transcript, and reports.
+protection and an empty pipeline are valid. A completed run can contain
-   A completed run can contain recoverable model errors and still apply
+recoverable model errors while still applying independently validated edits.
-   corrections that passed every required validator.
+Correction repair sends the complete original proposal exchange and branch
+history to the selected repair provider. A provider rejection ends that branch
+as unavailable; other approved edits can still be applied. See
+[configuration](config.md#settings) for the attempt budget and profile selection.
 
-## Required Output Files
+## Outputs and lifecycle
 
-Reporting is enabled by default. For file transcript output, `errors.yml`,
+Reporting is enabled by default. For transcript file output, `errors.yml`,
-`recoveries.yml`, and `report.md` go in the transcript output's parent directory.
+`recoveries.yml`, and `report.md` are placed beside that file unless `--report-dir`
-For stdout transcript output, they go in `reporting.stdout_dir` (default `.`),
+is supplied. For stdout transcript output they use the effective report directory.
-overridden by `--report-dir`. `--reporting=false` suppresses all three reports
+Disabling reporting leaves its destination inactive and unprobed. Quiet mode
-and removes their path requirements. It does not suppress the stderr summary or
+requires a transcript file or `/dev/null`; it suppresses optional messages, not
-fatal errors. Stdout contains only transcript JSON; file output leaves it empty.
+failures. Stdout carries transcript JSON when selected.
 
-Existing report directories and parents for regular transcript files must be
+Before processing, Audita checks destination collisions against the transcript,
-writable. Audita prevents report writes from overwriting transcript, glossary,
+consumed application and PromptKit sources, and effective host message files. An
-loaded configuration, or loaded profile sources, and rejects conflicting output
+intentional in-place transcript replacement is allowed. A regular transcript
-destinations. The final transcript may intentionally replace its own input after
+output is prepared in a sibling temporary file, leaving the final destination
-successful processing; other input/configuration/profile sources remain protected.
+untouched until successful publication. Pipes and devices are opened only for
-Preparation never truncates an existing transcript. Device and pipe destinations
+delivery, and a pipe can wait for its reader. If a transcript destination changes
-(such as `/dev/null` and named pipes) receive ordinary writes at publication time;
+between a regular file and a pipe or device during processing, Audita can report a
-they are not opened during preflight or replaced with regular files. A pipe write
+delivery failure while preserving the new destination. Parent directories for
-can wait for its reader, and stream write errors are fatal. With reporting enabled,
+required outputs must already exist.
-reports still use the output path's parent; disable reporting when that placement
-is unsuitable for a stream destination.
 
-With reporting enabled, all three reports are initialized as `in_progress` before
+Enabled reports are initialized as `in_progress` before processing. The
-input processing. Output is encoded fully before publication. Each regular output
+transcript is published before final reports; the files do not form a single
-file is replaced through a temporary file on its destination filesystem:
+transaction. A late report failure may therefore leave a published transcript.
-transcript first, then `errors.yml`,
+Fatal errors and cancellation clean unpublished temporary resources and attempt
-`recoveries.yml`, and `report.md`. This is per-file replacement, not a
+failed-status final reports. An uncatchable termination can leave `in_progress`
-multi-file transaction. New files honor the process umask; replacing an existing
+evidence. Read exit status and reports together rather than treating a file's
-file preserves its permission bits. A late report error may leave the transcript
+existence as proof of success.
-published; the process exits nonzero and attempts failed-status reports. On fatal processing
-or cancellation, no completed transcript is published, but partial reports are
-finalized where possible. An uncatchable termination can leave `in_progress`.
 
-## Diagnostics Directory
+## Debug evidence
 
-`--debug` enables detailed evidence independently of reporting. One directory
+The shared `--debug` flag enables retained artifacts in a run directory beneath
-named `run-<id>` is created under `diagnostics.work_dir` (default `/tmp/audita`)
+`diagnostics.work_dir`; selecting a work directory alone does not enable capture.
-and retained on success or failure. Without debug, no directory or payload
+Optional debug preparation or writes can produce redacted warnings without
-files are created. The parent is created when needed only for debug. Failure to
+changing correction decisions or the required output result. Debug material can
-write optional debug evidence prints a redacted stderr diagnostic but does not
+include transcript content, prompts, responses, and correction decisions. It is
-change correction decisions or the exit status.
+not anonymized; protect it according to the input's sensitivity. Configured
+credential values are redacted at the diagnostic boundary. Repair interactions
+and revalidation artifacts include proposal and attempt coordinates; the
+correction ledger connects them to the original edit.
 
-Debug evidence includes invocation and effective settings, configuration
+## Recovery
-origins, selected profiles, redacted source and normalized snapshots,
-normalization and initial chunk summaries, all captured proposed candidates
-and validator decisions in `correction-ledger.json`, execution/utilization
-records, and model interaction files. Individual artifact writes can fail; a
-directory's existence does not prove every file was written. These files can
-contain transcript text and prompt/response payloads. Configured backend
-credentials are redacted, but the transcript itself is not anonymized. Protect
-and retain the directory according to the sensitivity of the input.
 
-## Failure Inspection and Recovery
+Exit `0` indicates completion of processing and required outputs; nonzero status
-
+indicates an input, processing, cancellation, or required-output failure.
-Exit `0` means processing and every enabled required output completed. Exit
+Recoverable model-operation failures and successful repairs or retries are
-`1` means cancellation, fatal processing, or required-output failure. Exit `2`
+recorded separately in the ordinary YAML reports. The Markdown matrices identify
-identifies usage or configuration/destination selection errors. Recoverable
+pipeline position, module, and optional operator ID. Fix the input, service, or
-model-operation failures appear in `errors.yml` as one record per affected
+destination and rerun when necessary; Audita has no resume or checkpoint API.
-work unit; they do not automatically make the run fail. `recoveries.yml`
-records successful operations that needed retry, repair, or proposal filtering.
-`report.md` shows every initial chunk and configured module instance, including
-interrupted and unattempted work. Ordinary reports omit transcript excerpts and
-full decision ledgers; enable debug when those are needed.
-
-Read stderr and report status first. If a required output failed after a
-transcript was published, do not treat the file alone as proof of a completed
-run. Fix the input, service, or destination problem and rerun. Audita has no
-resume/checkpoint API.

docs/oss/attribution.md

@@ -2,7 +2,12 @@
 
 ## Standard Repository Policies
 
-Material: All documents under `docs/policy/`, root `AGENTS.md`, and the Policy Reading Guide in `docs/development.md`, adapted for this repository.
+Material: All documents under `docs/policy/`, root `AGENTS.md`, and the Policy
+Reading Guide in `docs/development.md`, adapted for this repository.
+`docs/policy/documentation.md`, `docs/policy/oss.md`, and `docs/policy/release.md`
+incorporate revision `593c9b52273c5c879785ae9e995d21026df467b4`.
+The remaining listed material incorporates revision
+`d84a38ebab26f048cafbe59a2246700c35d29843`.
 
 Copyright (C) 2026 Eric Rakestraw
 
@@ -10,13 +15,17 @@ SPDX-License-Identifier: CC-BY-SA-4.0
 
 License and notices: [CC BY-SA 4.0](licenses/CC-BY-SA-4.0.txt) |
 [COPYRIGHT](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/COPYRIGHT) |
-[LICENSE](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/LICENSE).
+[LICENSE](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/LICENSE) |
+[COPYRIGHT](https://gitea.maximumdirect.net/eric/policy/src/commit/593c9b52273c5c879785ae9e995d21026df467b4/COPYRIGHT) |
+[LICENSE](https://gitea.maximumdirect.net/eric/policy/src/commit/593c9b52273c5c879785ae9e995d21026df467b4/LICENSE).
 
 [Source](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843).
 
+[Source](https://gitea.maximumdirect.net/eric/policy/src/commit/593c9b52273c5c879785ae9e995d21026df467b4).
+
 ## ConfigKit
 
-Selected module: `gitea.maximumdirect.net/eric/ConfigKit` at `v0.4.2`.
+Selected module: `go.maximumdirect.net/configkit` at `v1.2.0`.
 
 Copyright (C) 2026 Eric Rakestraw
 
@@ -24,79 +33,138 @@ SPDX-License-Identifier: LGPL-3.0-or-later
 
 License and notices: [LGPL v3](licenses/LGPL-3.0.txt) |
 [GPL v3](licenses/GPL-3.0.txt) |
-[COPYRIGHT](https://gitea.maximumdirect.net/eric/ConfigKit/src/commit/67c03690181c5af8dde6be325abac241dae6732f/COPYRIGHT).
+[COPYRIGHT](https://forge.maximumdirect.net/base-layer/configkit/src/commit/c1c7e87f2cdf77a0cbf3327831ac05578e756b9e/COPYRIGHT).
 
-[Source](https://gitea.maximumdirect.net/eric/ConfigKit/src/commit/67c03690181c5af8dde6be325abac241dae6732f).
+[Source](https://forge.maximumdirect.net/base-layer/configkit/src/commit/c1c7e87f2cdf77a0cbf3327831ac05578e756b9e).
+
+## ReleaseKit
+
+Selected module: `go.maximumdirect.net/releasekit` at `v0.9.0`.
+
+Material: ReleaseKit runtime and adapted launcher and tag-delivery recipes in
+`scripts/release.sh` and `.woodpecker/release.yml`.
+
+Copyright (C) 2026 Eric Rakestraw
+
+SPDX-License-Identifier: LGPL-3.0-or-later
+
+License and notices: [LGPL v3](licenses/LGPL-3.0.txt) |
+[GPL v3](licenses/GPL-3.0.txt) |
+[COPYRIGHT](https://forge.maximumdirect.net/base-layer/releasekit/src/commit/2180aa868ec2caa95fc8279fd59d5f0ebac41bd4/COPYRIGHT).
+
+[Source](https://forge.maximumdirect.net/base-layer/releasekit/src/commit/2180aa868ec2caa95fc8279fd59d5f0ebac41bd4).
+
+## CommandKit
+
+Selected module: `go.maximumdirect.net/commandkit` at `v0.6.0`.
+
+Copyright (C) 2026 Eric Rakestraw
+
+SPDX-License-Identifier: LGPL-3.0-or-later
+
+License and notices: [LGPL v3](licenses/LGPL-3.0.txt) |
+[GPL v3](licenses/GPL-3.0.txt) |
+[COPYRIGHT](https://forge.maximumdirect.net/base-layer/commandkit/src/commit/1613ff95cab60581de5d86f6e9e2a3cc091a44a0/COPYRIGHT).
+
+[Source](https://forge.maximumdirect.net/base-layer/commandkit/src/commit/1613ff95cab60581de5d86f6e9e2a3cc091a44a0).
+
+## CommandKit ckconfig
+
+Selected module: `go.maximumdirect.net/ckconfig` at `v0.7.0`.
+
+Copyright (C) 2026 Eric Rakestraw
+
+SPDX-License-Identifier: LGPL-3.0-or-later
+
+License and notices: [LGPL v3](licenses/LGPL-3.0.txt) |
+[GPL v3](licenses/GPL-3.0.txt) |
+[COPYRIGHT](https://forge.maximumdirect.net/base-layer/commandkit/src/commit/64f6453b8453f914f272d427bb4ae6f59deacd2b/integrations/ckconfig/COPYRIGHT).
+
+[Source](https://forge.maximumdirect.net/base-layer/commandkit/src/commit/64f6453b8453f914f272d427bb4ae6f59deacd2b).
+
+## CommandKit ckprompt
+
+Selected module: `go.maximumdirect.net/ckprompt` at `v0.7.0`.
+
+Copyright (C) 2026 Eric Rakestraw
+
+SPDX-License-Identifier: LGPL-3.0-or-later
+
+License and notices: [LGPL v3](licenses/LGPL-3.0.txt) |
+[GPL v3](licenses/GPL-3.0.txt) |
+[COPYRIGHT](https://forge.maximumdirect.net/base-layer/commandkit/src/commit/f369d6a78253b6e6fcb1e023fb2e9c3af1d20ff0/integrations/ckprompt/COPYRIGHT).
+
+[Source](https://forge.maximumdirect.net/base-layer/commandkit/src/commit/f369d6a78253b6e6fcb1e023fb2e9c3af1d20ff0).
 
 ## Go runtime and standard library
 
-Selected toolchain: Go 1.25.5 for the distributed Linux binaries.
+Selected toolchain: Go 1.27.3 for the distributed Linux binaries.
 
 Copyright 2009 The Go Authors.
 
 SPDX-License-Identifier: BSD-3-Clause
 
 License and notices: [BSD 3-Clause](licenses/BSD-3-Clause-Go.txt) |
-[LICENSE](https://github.com/golang/go/blob/fefb02adf45c4bcc879bd406a8d61f2a292c26a9/LICENSE) |
+[LICENSE](https://github.com/golang/go/blob/2aae1000ea1d4b28923b96db28acf4e3b99d6aff/LICENSE) |
-[PATENTS](https://github.com/golang/go/blob/fefb02adf45c4bcc879bd406a8d61f2a292c26a9/PATENTS).
+[PATENTS](https://github.com/golang/go/blob/2aae1000ea1d4b28923b96db28acf4e3b99d6aff/PATENTS).
 
-[Source](https://github.com/golang/go/commit/fefb02adf45c4bcc879bd406a8d61f2a292c26a9).
+[Source](https://github.com/golang/go/commit/2aae1000ea1d4b28923b96db28acf4e3b99d6aff).
 
 ## Go vendored golang.org/x/crypto
 
-Material: `golang.org/x/crypto` at `v0.39.0` in the Go 1.25.5 standard library.
+Material: `golang.org/x/crypto` at `v0.52.1-0.20260526024921-9beb694f9766` in the Go 1.27.3 standard library.
 
 Copyright 2009 The Go Authors.
 
 SPDX-License-Identifier: BSD-3-Clause
 
 License and notices: [BSD 3-Clause](licenses/BSD-3-Clause-Go.txt) |
-[LICENSE](https://github.com/golang/go/blob/fefb02adf45c4bcc879bd406a8d61f2a292c26a9/src/vendor/golang.org/x/crypto/LICENSE) |
+[LICENSE](https://github.com/golang/go/blob/2aae1000ea1d4b28923b96db28acf4e3b99d6aff/src/vendor/golang.org/x/crypto/LICENSE) |
-[PATENTS](https://github.com/golang/go/blob/fefb02adf45c4bcc879bd406a8d61f2a292c26a9/src/vendor/golang.org/x/crypto/PATENTS).
+[PATENTS](https://github.com/golang/go/blob/2aae1000ea1d4b28923b96db28acf4e3b99d6aff/src/vendor/golang.org/x/crypto/PATENTS).
 
-[Source](https://github.com/golang/go/commit/fefb02adf45c4bcc879bd406a8d61f2a292c26a9).
+[Source](https://github.com/golang/go/commit/2aae1000ea1d4b28923b96db28acf4e3b99d6aff).
 
 ## Go vendored golang.org/x/net
 
-Material: `golang.org/x/net` at `v0.41.0` in the Go 1.25.5 standard library.
+Material: `golang.org/x/net` at `v0.55.1-0.20260731170536-c1d18010be90` in the Go 1.27.3 standard library.
 
 Copyright 2009 The Go Authors.
 
 SPDX-License-Identifier: BSD-3-Clause
 
 License and notices: [BSD 3-Clause](licenses/BSD-3-Clause-Go.txt) |
-[LICENSE](https://github.com/golang/go/blob/fefb02adf45c4bcc879bd406a8d61f2a292c26a9/src/vendor/golang.org/x/net/LICENSE) |
+[LICENSE](https://github.com/golang/go/blob/2aae1000ea1d4b28923b96db28acf4e3b99d6aff/src/vendor/golang.org/x/net/LICENSE) |
-[PATENTS](https://github.com/golang/go/blob/fefb02adf45c4bcc879bd406a8d61f2a292c26a9/src/vendor/golang.org/x/net/PATENTS).
+[PATENTS](https://github.com/golang/go/blob/2aae1000ea1d4b28923b96db28acf4e3b99d6aff/src/vendor/golang.org/x/net/PATENTS).
 
-[Source](https://github.com/golang/go/commit/fefb02adf45c4bcc879bd406a8d61f2a292c26a9).
+[Source](https://github.com/golang/go/commit/2aae1000ea1d4b28923b96db28acf4e3b99d6aff).
 
 ## Go vendored golang.org/x/sys
 
-Material: `golang.org/x/sys` at `v0.33.0` in the Go 1.25.5 standard library.
+Material: `golang.org/x/sys` at `v0.45.0` in the Go 1.27.3 standard library.
 
 Copyright 2009 The Go Authors.
 
 SPDX-License-Identifier: BSD-3-Clause
 
 License and notices: [BSD 3-Clause](licenses/BSD-3-Clause-Go.txt) |
-[LICENSE](https://github.com/golang/go/blob/fefb02adf45c4bcc879bd406a8d61f2a292c26a9/src/vendor/golang.org/x/sys/LICENSE) |
+[LICENSE](https://github.com/golang/go/blob/2aae1000ea1d4b28923b96db28acf4e3b99d6aff/src/vendor/golang.org/x/sys/LICENSE) |
-[PATENTS](https://github.com/golang/go/blob/fefb02adf45c4bcc879bd406a8d61f2a292c26a9/src/vendor/golang.org/x/sys/PATENTS).
+[PATENTS](https://github.com/golang/go/blob/2aae1000ea1d4b28923b96db28acf4e3b99d6aff/src/vendor/golang.org/x/sys/PATENTS).
 
-[Source](https://github.com/golang/go/commit/fefb02adf45c4bcc879bd406a8d61f2a292c26a9).
+[Source](https://github.com/golang/go/commit/2aae1000ea1d4b28923b96db28acf4e3b99d6aff).
 
 ## Go vendored golang.org/x/text
 
-Material: `golang.org/x/text` at `v0.26.0` in the Go 1.25.5 standard library.
+Material: `golang.org/x/text` at `v0.37.0` in the Go 1.27.3 standard library.
 
 Copyright 2009 The Go Authors.
 
 SPDX-License-Identifier: BSD-3-Clause
 
 License and notices: [BSD 3-Clause](licenses/BSD-3-Clause-Go.txt) |
-[LICENSE](https://github.com/golang/go/blob/fefb02adf45c4bcc879bd406a8d61f2a292c26a9/src/vendor/golang.org/x/text/LICENSE) |
+[LICENSE](https://github.com/golang/go/blob/2aae1000ea1d4b28923b96db28acf4e3b99d6aff/src/vendor/golang.org/x/text/LICENSE) |
-[PATENTS](https://github.com/golang/go/blob/fefb02adf45c4bcc879bd406a8d61f2a292c26a9/src/vendor/golang.org/x/text/PATENTS).
+[PATENTS](https://github.com/golang/go/blob/2aae1000ea1d4b28923b96db28acf4e3b99d6aff/src/vendor/golang.org/x/text/PATENTS).
 
-[Source](https://github.com/golang/go/commit/fefb02adf45c4bcc879bd406a8d61f2a292c26a9).
+[Source](https://github.com/golang/go/commit/2aae1000ea1d4b28923b96db28acf4e3b99d6aff).
 
 ## go-yaml v4
 
@@ -142,7 +210,7 @@ License and notices: [Apache 2.0](licenses/Apache-2.0.txt).
 
 ## PromptKit
 
-Selected module: `gitea.maximumdirect.net/eric/promptkit` at `v0.11.2`.
+Selected module: `go.maximumdirect.net/promptkit` at `v0.21.0`.
 
 Copyright (C) 2026 Eric Rakestraw
 
@@ -150,37 +218,9 @@ SPDX-License-Identifier: LGPL-3.0-or-later
 
 License and notices: [LGPL v3](licenses/LGPL-3.0.txt) |
 [GPL v3](licenses/GPL-3.0.txt) |
-[COPYRIGHT](https://gitea.maximumdirect.net/eric/promptkit/src/commit/12d6d80024e80c552d122a076c22429bf6f2f6c2/COPYRIGHT).
+[COPYRIGHT](https://forge.maximumdirect.net/base-layer/promptkit/src/commit/171fb11f4e967a1da3af57843c6467954b14ba09/COPYRIGHT).
 
-[Source](https://gitea.maximumdirect.net/eric/promptkit/src/commit/12d6d80024e80c552d122a076c22429bf6f2f6c2).
+[Source](https://forge.maximumdirect.net/base-layer/promptkit/src/commit/171fb11f4e967a1da3af57843c6467954b14ba09).
-
-## Promptkit OpenRouter Catalog
-
-Selected module: `gitea.maximumdirect.net/eric/promptkit-backend-openrouter/v2` at `v2.20260926.0`.
-
-Copyright (C) 2026 Eric Rakestraw
-
-SPDX-License-Identifier: MIT
-
-License and notices: [MIT](licenses/MIT-Catalogs.txt) |
-[COPYRIGHT](https://gitea.maximumdirect.net/eric/promptkit-backend-openrouter/src/commit/4f731d217e0bc39151c010f50fb5912706e7b6b3/COPYRIGHT) |
-[LICENSE](https://gitea.maximumdirect.net/eric/promptkit-backend-openrouter/src/commit/4f731d217e0bc39151c010f50fb5912706e7b6b3/LICENSE).
-
-[Source](https://gitea.maximumdirect.net/eric/promptkit-backend-openrouter/src/commit/4f731d217e0bc39151c010f50fb5912706e7b6b3).
-
-## Promptkit Rakestrawhome Catalog
-
-Selected module: `gitea.maximumdirect.net/eric/promptkit-backend-rakestrawhome/v2` at `v2.20260926.0`.
-
-Copyright (C) 2026 Eric Rakestraw
-
-SPDX-License-Identifier: MIT
-
-License and notices: [MIT](licenses/MIT-Catalogs.txt) |
-[COPYRIGHT](https://gitea.maximumdirect.net/eric/promptkit-backend-rakestrawhome/src/commit/48918a3ad39fd99843cda94a86133b1b3881d596/COPYRIGHT) |
-[LICENSE](https://gitea.maximumdirect.net/eric/promptkit-backend-rakestrawhome/src/commit/48918a3ad39fd99843cda94a86133b1b3881d596/LICENSE).
-
-[Source](https://gitea.maximumdirect.net/eric/promptkit-backend-rakestrawhome/src/commit/48918a3ad39fd99843cda94a86133b1b3881d596).
 
 ## yaml.v3
 
@@ -202,3 +242,31 @@ License and notices: [Apache 2.0](licenses/Apache-2.0.txt) |
 [NOTICE](https://github.com/go-yaml/yaml/blob/f6f7691b1fdeb513f56608cd2c32c51f8194bf51/NOTICE).
 
 [Source](https://github.com/go-yaml/yaml/commit/f6f7691b1fdeb513f56608cd2c32c51f8194bf51).
+
+## Cobra
+
+Selected module: `github.com/spf13/cobra` at `v1.10.1`.
+
+Copyright 2013-2023 The Cobra Authors
+
+SPDX-License-Identifier: Apache-2.0
+
+License and notices: [Apache 2.0](licenses/Apache-2.0.txt) |
+[LICENSE](https://github.com/spf13/cobra/blob/7da941c3547e93b8c9f70bbd3befca79c6335388/LICENSE.txt).
+
+[Source](https://github.com/spf13/cobra/tree/7da941c3547e93b8c9f70bbd3befca79c6335388).
+
+## pflag
+
+Selected module: `github.com/spf13/pflag` at `v1.0.9`.
+
+Copyright (c) 2012 Alex Ogier. All rights reserved.
+
+Copyright (c) 2012 The Go Authors. All rights reserved.
+
+SPDX-License-Identifier: BSD-3-Clause
+
+License and notices: [BSD 3-Clause](licenses/BSD-3-Clause-Go.txt) |
+[LICENSE](https://github.com/spf13/pflag/blob/10438578954bba2527fe5cae3684d4532b064bbe/LICENSE).
+
+[Source](https://github.com/spf13/pflag/tree/10438578954bba2527fe5cae3684d4532b064bbe).

docs/oss/licenses/MIT-Catalogs.txt

@@ -1,18 +0,0 @@
-MIT License
-
-Copyright (c) 2026 Eric Rakestraw
-
-Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
-associated documentation files (the "Software"), to deal in the Software without restriction, including
-without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the
-following conditions:
-
-The above copyright notice and this permission notice shall be included in all copies or substantial
-portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT
-LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO
-EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
-IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE
-USE OR OTHER DEALINGS IN THE SOFTWARE.

docs/policy/architecture.md

@@ -2,7 +2,7 @@
 
 **Base Policy Version:** 1.3
 
-**Last Updated**: 2026-09-28
+**Last Updated**: 2026-11-11
 **Upstream Source:** [Standard Repository Policies architecture](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/docs/policy/architecture.md)
 
 ## Purpose And Ownership
@@ -72,13 +72,19 @@ hidden global state.
 
 ## Correction and Concurrency Invariants
 
+- Module focus guides proposal generation; it is not an exclusive acceptance
+  boundary. Validators permit otherwise acceptable minor editorial cleanup even
+  when the originating module did not request it. Existing applicability,
+  protection, and meaning checks still apply. See
+  [ADR 0003](../adr/0003-module-focus-and-editorial-acceptance.md) for the empirical
+  rationale and rejected strict-scope alternative.
 - Treat LLM responses as nondeterministic inputs. Preserve deterministic proposal
   indexing, validator ordering, transcript mutation, reports, and serialization.
 - Validate corrections before final mutation, including local proposal checks,
   decision cardinality, and apply-time safety. Provider-side schema enforcement
   does not replace these checks.
-- Keep LLM concurrency bounded and context-aware through PromptKit's engine-local
+- Use PromptKit's context-aware, engine-local per-backend admission for
-  per-backend admission. Proposal and validation calls selecting the same backend
+  LLM concurrency. Proposal and validation calls selecting the same backend
   share that capacity, including retries and repairs. Preserve deterministic
   collection order. Recoverable model-operation failures stay local to their
   proposal response or validation batch; fatal invariant/application failure
@@ -120,13 +126,19 @@ responsibilities and should remain separate. Implementation details belong in
 
 ## Dependencies
 
-Keep Audita dependency-light and prefer the Go standard library for CLI parsing,
+Keep Audita dependency-light and prefer the Go standard library where no adopted
-filesystems, synchronization, and tests. ConfigKit owns configuration loading,
+library owns the boundary. ConfigKit owns configuration composition, presence,
-presence, provenance, and secret resolution; PromptKit owns prompt/profile
+recorded resolution, and provenance. PromptKit owns prompt, profile, backend,
-loading, OpenAI-compatible transport, retries, repairs, and backend admission.
+credential, transport, retry, repair, and admission behavior. CommandKit and its
-Audita owns domain meaning, role selection, and deterministic processing.
+integrations own command routing and their standard inspection and request
+surfaces. Audita owns domain meaning, role selection, transcript processing,
+and presentation of its processing results.
 
-Do not introduce broad CLI, dependency-injection, workflow, logging, or plugin
+Pass resolved typed configuration to preflight and processing. Preflight checks
+execution readiness before output preparation or model work; the output session
+owns resources, cleanup, and publication. The glossary and readiness decision is
+recorded in [ADR 0002](../adr/0002-glossary-configuration-and-preflight.md).
+Do not introduce broad dependency-injection, workflow, logging, or plugin
 frameworks without a concrete implemented need and focused tests.
 
 ## Testing and Documentation

docs/policy/documentation.md

@@ -1,9 +1,9 @@
 # Documentation Policy
 
-**Base Policy Version:** 1.11
+**Base Policy Version:** 1.12
 
-**Last Updated**: 2026-09-28
+**Last Updated**: 2026-11-11
-**Upstream Source:** [Standard Repository Policies documentation](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/docs/policy/documentation.md)
+**Upstream Source:** [Standard Repository Policies documentation](https://gitea.maximumdirect.net/eric/policy/src/commit/593c9b52273c5c879785ae9e995d21026df467b4/docs/policy/documentation.md)
 
 ## Purpose
 
@@ -85,8 +85,8 @@ secret values.
 | Inventory of implemented internal packages | `docs/internal/overview.md` | Implemented packages and components, responsibilities, and links to focused internal docs. | Normative architecture, contributor reading policy, external contracts. |
 | Behavior and architecture of internal packages | Other files under `docs/internal/` | Implementation flow, collaborators, state transitions, package-local guarantees and failures, and relevant tests. | Global architecture invariants, configuration definitions and defaults, external schemas, operator procedures. |
 | Contributor change recipes | Relevant files under `docs/internal/`, including `docs/internal/cli-config.md`, `docs/internal/modules.md`, and `docs/internal/validators.md` | Concrete editing and validation steps for each component. | Contributor orientation, global policy, and definitions of external contracts. |
-| Architectural decision records | `docs/adr/` | Significant decisions, context, alternatives, rationale, consequences, and supersession history. | Current behavior reference, implementation status, task sequencing. |
+| Architectural decision records | `docs/adr/` | Records of significant architectural decisions and supporting rationale. | Ordinary design choices, current behavior reference, implementation status, task sequencing. |
-| Future work and implementation status | `docs/roadmap/` | Proposed, accepted, deferred, or rejected work; implementation status, sequencing, and task breakdowns. | Implemented behavior reference and architectural decision rationale. |
+| Future work and implementation status | `docs/roadmap/` | Proposed, accepted, or future work; implementation status, sequencing, and task breakdowns. | Implemented behavior reference and architectural decision rationale. |
 | Release-note history | `docs/releases/` | One checked-in summary per source release under the procedure; the note at its immutable tag is the release record. | Current commands, behavior, contracts, and compatibility definitions. |
 | Complete copyable artifacts | `examples/` | Maintained configuration, inputs, and other copyable or runnable files. | Field-by-field reference, command reference, prose explanation. |
 
@@ -154,8 +154,15 @@ Use sequentially numbered ADR filenames such as
 
 Treat the decision content of an accepted ADR as immutable. When a decision
 changes, create a new ADR and update the earlier ADR's status to superseded.
-Rejected architectural alternatives belong in the ADR; rejected product ideas
+
-belong in the roadmap.
+ADRs should be reserved for major architectural decisions, such as ownership
+boundaries, large-scale architectural features, or invariants that rise to
+the level of architectural significance. Routine choices, implementation
+decisions, and rejected suggestions do not warrant an ADR unless they
+otherwise represent a significant architectural decision.
+
+Roadmaps should preserve plausible future work, not rejected product
+ideas.
 
 ## Maintenance
 

docs/policy/oss.md

@@ -1,9 +1,9 @@
 # Open Source Licensing And Attribution Policy
 
-**Base Policy Version:** 1.8
+**Base Policy Version:** 1.9
 
-**Last Updated**: 2026-09-28
+**Last Updated**: 2026-11-11
-**Upstream Source:** [Standard Repository Policies oss](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/docs/policy/oss.md)
+**Upstream Source:** [Standard Repository Policies oss](https://gitea.maximumdirect.net/eric/policy/src/commit/593c9b52273c5c879785ae9e995d21026df467b4/docs/policy/oss.md)
 
 ## Purpose And Scope
 
@@ -64,9 +64,12 @@ license unless the author deliberately changes it. For mixed-purpose projects,
 follow the author's selected scope rather than inferring different licenses for
 individual packages.
 
-Use the upstream [application COPYRIGHT example](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/examples/licensing/application/COPYRIGHT)
+Use the upstream [application COPYRIGHT example](https://gitea.maximumdirect.net/eric/policy/src/commit/a469273adda336625f96b9d769ea27b33999f146/examples/licensing/application/COPYRIGHT)
-or [library COPYRIGHT example](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/examples/licensing/library/COPYRIGHT)
+or [library COPYRIGHT example](https://gitea.maximumdirect.net/eric/policy/src/commit/a469273adda336625f96b9d769ea27b33999f146/examples/licensing/library/COPYRIGHT)
 to create the project’s root `COPYRIGHT` file.
+Use the COPYRIGHT examples exactly as provided, except for placeholder
+substitutions and changes expressly required or authorized by this policy or
+the author.
 Use verified project names, contribution years, and copyright holders.
 For another selected license, adapt the grant, SPDX expression, disclaimer, and
 text references together to reflect the author's selected grant.
@@ -113,7 +116,7 @@ Each entry presents these five fields in order, with blank lines between them:
    filenames, such as `COPYRIGHT`, `LICENSE`, `NOTICE`, or `PATENTS`.
 5. **Source repository link**, rendered exactly as `[Source](COMMIT_URL).`.
 
-Use the upstream [attribution example](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/examples/licensing/attribution.md)
+Use the upstream [attribution example](https://gitea.maximumdirect.net/eric/policy/src/commit/a469273adda336625f96b9d769ea27b33999f146/examples/licensing/attribution.md)
 to create the project’s `docs/oss/attribution.md`.
 The example illustrates omitted fields and multiple copyrights and licenses.
 Replace the uppercase placeholders and illustrative URLs with actual component

docs/policy/release.md

@@ -1,9 +1,9 @@
 # Release Policy
 
-**Base Policy Version:** 1.4
+**Base Policy Version:** 1.7
 
-**Last Updated**: 2026-09-28
+**Last Updated**: 2026-11-11
-**Upstream Source:** [Standard Repository Policies release](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/docs/policy/release.md)
+**Upstream Source:** [Standard Repository Policies release](https://gitea.maximumdirect.net/eric/policy/src/commit/593c9b52273c5c879785ae9e995d21026df467b4/docs/policy/release.md)
 
 ## Purpose
 
@@ -11,6 +11,9 @@ This policy defines a proportionate workflow for validating and publishing an
 intended source revision under a fresh version. Releases should require little
 routine intervention, avoid repeated work, and preserve published contents.
 
+Adopt stronger verification or reproducibility requirements through an explicit
+project-specific decision justified by the intended audience and support needs.
+
 The repository-specific commands belong in `docs/release.md`. Historical release
 summaries belong in `docs/releases/`. The procedure must agree with the adopted
 policy and link to it rather than introduce additional release requirements.
@@ -49,12 +52,17 @@ failures and optional investigations under artifact-delivery status.
 | --- | --- |
 | Linux amd64 | Required production target |
 | Linux arm64 | Required production target |
-| macOS arm64 | Best effort for local development; failures do not block a release or Linux artifact publication |
+| macOS arm64 | Best effort for local development; development failures do not block a release or Linux artifact publication |
 
 Windows and macOS amd64 are unsupported. Neither their builds nor tests are
 release requirements. Native macOS testing and access to a Mac are not release
 prerequisites.
 
+Linux amd64 and arm64 remain the required production targets. Publication from
+a host outside the selected target set must pass ReleaseKit's temporary native
+version check. This check does not require access to a Mac or native tests on
+every delivery target.
+
 ## Versioning And Compatibility
 
 Stable releases use Semantic Versioning in the form `vMAJOR.MINOR.PATCH`, with
@@ -70,9 +78,18 @@ requires a deliberate update to the policy and procedure where needed.
 For releases at or after `v1.0.0`:
 
 - a major release may make intentional incompatible changes;
-- a minor release may add backward-compatible behavior; and
+- a minor release may add backward-compatible behavior or raise the Go consumer
+  minimum as described below; and
 - a patch release may make backward-compatible fixes.
 
+In this context, "backward-compatible" means only that pre-existing, valid
+configurations will continue to work following the release. Behavior need not
+remain strictly identical.
+
+Audita's minor and patch releases also preserve the documented
+[subprocess integration](../integrations/subprocess.md) and
+[output-file](../integrations/output-files.md) contracts.
+
 Before `v1.0.0`, a minor release may change a documented public, operational,
 configuration, data, integration, or compatibility contract when the release
 note explains the impact and required consumer action. A patch release must
@@ -82,6 +99,36 @@ Additional compatibility promises and deliberate exceptions belong in the
 adopted policy or canonical contract documentation. Release notes explain
 changes; they do not redefine current compatibility contracts.
 
+## Consumer Minimum And Release Toolchain
+
+Distinguish the minimum toolchain supported for consumers from the toolchain
+maintainers use to build and validate a release. Record the consumer minimum in
+the language's standard metadata and explain its support meaning in canonical
+documentation. Define the selected release toolchain and its setup commands in
+`docs/release.md`. Toolchain selection and upgrade cadence are repository-specific
+choices.
+
+For Go repositories, normally declare the initial stable release of the selected
+series as the consumer minimum, such as `go 1.26.0`. Use a higher patch minimum
+when a dependency or an identified correctness fix requires it, and document
+the reason.
+
+For release-policy purposes, successful build and release validation on the
+selected Go patch release are sufficient to presume support across that Go
+series, subject to the declared consumer minimum and concrete evidence of
+incompatibility. Investigate specific compatibility concerns as they arise.
+
+Use the selected release toolchain for candidate validation and release builds,
+including CI jobs performing those tasks. A newer validation patch version alone
+leaves the consumer minimum unchanged.
+
+A minor release may raise the Go consumer minimum, including from one Go series
+to the next, both before and after `v1.0.0`. This is an explicit exception to the
+backward-compatibility requirement for minor releases. Patch releases preserve
+the consumer minimum. Explain an increase's impact and required consumer action
+in the release note. Other incompatible changes remain subject to the versioning
+rules above.
+
 ## Release Documentation And Preparation
 
 Every new release must include `docs/releases/<version>.md` in the tagged
@@ -140,9 +187,19 @@ caches are not required. If the candidate changes, validate the new candidate.
 Cheap publication-state checks may be repeated immediately before pushing
 because local or remote state may have changed during validation.
 
-Automate mechanical guards. Do not require manual approvals, sign-offs, or
+Automate mechanical guards. Human review gates are strongly disfavored: add one
-routine confirmations as release gates. Version selection and
+only through an explicit project-specific policy decision explaining the
-a concise release summary remain preparation inputs, not separate approval rounds.
+concrete risk and why ordinary change review or automation is insufficient.
+Do not add routine confirmations for checks the command can perform itself.
+
+## Audita's Selected Candidate Checks
+
+Audita uses ReleaseKit v0.9.0 with race-enabled offline tests, full Go vet,
+formatting, Markdown links, module distribution checks, and the required target
+builds. Race checks address shared processing and client state; vet and format
+checks catch common defects and mechanical drift; link and module checks protect
+the distributed source tree. The [runbook](../release.md) specifies the selected
+toolchain, native commands, and asynchronous recovery.
 
 ## Publication Guards
 
@@ -196,7 +253,8 @@ release without replacing its contents or reusing its version.
 Maintain `docs/release.md` as a short, executable maintainer runbook. It must
 identify:
 
-1. prerequisites, primary branch, and authoritative remote;
+1. prerequisites, selected release toolchain, primary branch, and authoritative
+   remote;
 2. version and release-note preparation;
 3. one publication command with its selected local checks and automated guards;
 4. declared deliverables, required build targets, and automation responsibilities;

docs/release.md

@@ -1,144 +1,160 @@
 # Releasing Audita
 
-The [release policy](policy/release.md) defines versioning, supported platforms,
+The [release policy](policy/release.md) owns release requirements. This runbook
-immutability, and success. This runbook implements it with
+uses the native commands in [scripts/release.sh](../scripts/release.sh), which
-[scripts/release.sh](../scripts/release.sh). Publication ends after a successful
+invokes the module-selected ReleaseKit tool. A confirmed source tag completes
-source/tag push; binary delivery runs asynchronously.
+the release; Woodpecker reports binary delivery separately.
 
 ## Prerequisites
 
-Use Bash, Git, and Go 1.25.5 or newer (CI uses Go 1.25.5), with dependencies
+Use Bash, Git, a C compiler, and cgo for race detection. The authoritative
-available locally or downloadable. Tests themselves are offline. Work from a
+remote is `origin`, which must point to `https://gitea.maximumdirect.net/eric/audita.git`; the
-checkout of `main` with permission to push that branch and tags to `origin`.
+primary branch is `main`. Source publication needs no delivery credential.
-For this repository, `origin` is `https://gitea.maximumdirect.net/eric/audita.git`.
+Woodpecker uses the existing `GITEA_RELEASE_TOKEN` secret for delivery.
-The script uses the checkout's configured `origin`; set it correctly before use.
-The remote must support atomic pushes. No CI credentials or Mac are needed locally.
 
-CI uses the existing `GITEA_RELEASE_TOKEN` secret for asynchronous asset delivery.
+The source-build minimum is Go 1.27.0, declared in [go.mod](../go.mod).
-macOS arm64 is a best-effort development environment; no macOS binary is published.
+This minimum is required by the selected application dependencies.
+Distributed executables do not require a Go installation. The selected release
+toolchain is Go 1.27.3, matching the current Woodpecker image and distributed
+runtime notices. Use that local installation for tool bootstrap, candidate
+validation, and release builds. Replace the installation path below with its
+actual directory:
 
-## Prepare the Candidate
+```sh
+export PATH="/path/to/go1.27.3/bin:$PATH"
+export GOTOOLCHAIN=local
+go version
+```
 
-Choose an unused version following the policy. Write
+Record the reported toolchain with the validation results. The
-`docs/releases/<version>.md`, beginning with `# Audita <version>`, followed by a
+[release policy](policy/release.md#consumer-minimum-and-release-toolchain)
-short summary and any compatibility or upgrade instructions relevant to the
+governs the distinction between the consumer minimum and release toolchain,
-release. There are no mandatory boilerplate sections. Update affected canonical
+support across a Go series, and versioning of minimum increases. When selecting
-documentation with behavior changes.
+a different release toolchain, update the CI image and applicable runtime
+attribution together; a newer build patch alone need not raise the minimum.
 
-End each new note with these links, substituting the selected release version for
+Prepare dependencies before offline candidate validation:
-`<version>`:
+
+```sh
+GOWORK=off GOTOOLCHAIN=local go mod download
+```
+
+If dependency preparation changes `go.mod` or `go.sum`, include those changes in
+the committed candidate. ReleaseKit's CLI is registered as a Go tool dependency;
+`go mod tidy` retains its dependencies and checksums. The release wrapper changes
+to the repository root, selects the host target, and invokes the full
+`go.maximumdirect.net/releasekit/cmd/releasekit` tool path with workspace
+discovery and automatic toolchain downloads disabled. Go builds or reuses the selected
+tool from its normal build cache. Tool preparation precedes offline candidate
+validation.
+
+## Prepare and publish the candidate
+
+Choose an unused version under the [release policy](policy/release.md), write
+`docs/releases/<version>.md`, and begin it with `# Audita <version>`. Include a
+short summary, relevant compatibility or upgrade instructions, and the required
+`COPYRIGHT | LICENSE | ATTRIBUTION` footer with links for the selected version.
+Update affected canonical documentation with behavior changes.
+
+End each note with this footer, substituting its complete tag for `<version>`:
 
 ```markdown
 [COPYRIGHT](https://gitea.maximumdirect.net/eric/audita/src/tag/<version>/COPYRIGHT) | [LICENSE](https://gitea.maximumdirect.net/eric/audita/src/tag/<version>/LICENSE) | [ATTRIBUTION](https://gitea.maximumdirect.net/eric/audita/src/tag/<version>/docs/oss/attribution.md)
 ```
 
-Check that all three paths exist in the candidate source. Retire completed
+Commit the complete candidate on `main`, including the release note, then push
-roadmaps when useful during preparation, preserving planned and deferred work
+the branch first:
-and repairing affected links. This is ordinary preparation, not a script gate.
-
-Commit the intended changes, including the note, on `main`. The release script
-requires a clean index and worktree and does not create commits. There is no
-separate approval round. Published notes describe their tagged release; existing
-release history does not need to be reconstructed.
-
-## Validate and Publish
-
-From the repository root, substitute the chosen version:
 
 ```sh
-bash scripts/release.sh --publish v0.2.0
+git push origin main
 ```
 
-This single invocation:
+Record the candidate commit. Before publication, remote `main` must identify
+that exact commit. ReleaseKit checks this along with the clean candidate, note,
+version, and remote tag state.
 
-1. Checks the version, branch, clean candidate, matching note title, and tag absence.
+Publish from the repository root, substituting the selected version:
-2. Runs the default offline test suite once, then builds both required Linux targets
-   in a temporary directory using the same build script as CI.
-3. Checks that the candidate and worktree are unchanged and that it includes the
-   current `origin/main` history.
-4. Creates the version tag at that commit and atomically pushes the exact source
-   commit to `main` and the exact tag to `origin`.
-5. Reports release success and exits without polling CI or checking asset availability.
-
-To validate a prepared candidate without remote access, creating a tag, or pushing:
 
 ```sh
-bash scripts/release.sh --check v0.2.0
+bash scripts/release.sh publish VERSION
 ```
 
-This is an optional diagnostic command, not a required step before `--publish`.
+The command runs the offline Go test suite with race detection, full Go vet,
-Publication validates within its own invocation; it does not use persistent cached
+formatting, Markdown link, and module distribution checks. Race detection covers
-results. Both modes require the candidate note and a clean `main` checkout.
+shared processing and client state; vet and formatting catch common Go defects and
+mechanical drift; the link and module checks protect the distributed source tree. It builds the
+profile's Linux amd64 and arm64 targets and checks the native version output. It creates an annotated tag whose
+message comes from the committed note, then pushes the exact tag object. A
+successful publication completes the source release without waiting for CI or
+checking artifact availability.
 
-## Artifact Delivery
+`bash scripts/release.sh check VERSION` is an optional local diagnostic. It
+does not inspect remote availability or publish a tag, and it is not a required
+step before `publish`, which performs its own candidate validation.
 
-[Woodpecker](../.woodpecker/release.yml) runs on tag events. It invokes
+The wrapper preserves ReleaseKit's exit status: `0` means confirmed publication;
-[scripts/build-release.sh](../scripts/build-release.sh), then publishes:
+`1` means a known validation or publication failure/conflict; `2` means usage,
+profile, or version input error; and `3` means the push outcome remains unknown.
+
+## Binary delivery
+
+Woodpecker runs ReleaseKit's `ci-deliver` command for tags under
+`refs/tags/v*`. The tagged `go.mod` selects the ReleaseKit version, and
+`releasekit.json` supplies Audita's build and delivery settings:
 
 - `audita-<version>-linux-amd64`
 - `audita-<version>-linux-arm64`
 - `SHA256SUMS`
 
-Builds disable CGO and use the shared script's release flags. The version is in the
+Before running Go, the workflow fetches and verifies the event tag, checks it
-asset name and source tag; Audita has no CLI version command. Cross-compilation
+out detached, and confirms the source tree is clean. It peels the event object
-checks compilation, not native execution on each architecture.
+ID to its commit before comparing it with the tag's commit, accepting both
+annotated tag objects and commit IDs from Woodpecker. It copies the tagged
+`go.mod` and `go.sum` into temporary module metadata outside the checkout. Go
+confirms that this configuration selects ReleaseKit, then invokes its CLI
+using an alternate `-modfile` and the host target. Temporary metadata remains
+outside the tagged source. The workflow runs with the selected Go 1.27.3 image,
+`GOWORK=off`, and `GOTOOLCHAIN=local`.
 
-The CI job status and logs show delivery progress or failure. Assets appear on
+Delivery uses prepared-checkout mode to verify the existing tag, HEAD, and clean
-the matching Gitea release page when delivery succeeds. A successful tag push
+worktree without repeating the bootstrap's fetch and checkout.
-must not be reported as confirmation that these files are available.
-For a new hosted release, the release plugin uses the checked-in note at the
-tag as its body, including the footer. On delivery retries it preserves
-existing release information and skips files that already exist.
 
-Consumers can download the binary for their Linux architecture and `SHA256SUMS`
+The resulting executable receives:
-from that page, check its listed SHA-256 digest with `sha256sum`, and make it
-executable. Optional consumer checks are not maintainer release gates. Digests
-detect file mismatches; they are not an independent signature of authenticity.
-
-## Failure and Retry
-
-**Local validation fails:** correct the issue, commit any changes, and rerun the
-publication command. A failure before tag creation publishes nothing. Temporary
-local build files are removed on exit.
-
-**Push fails or the connection is interrupted:** the script retains the local tag
-and reports failure rather than guessing whether publication succeeded. Inspect
-remote state with the actual version:
 
 ```sh
-git rev-parse 'v0.2.0^{commit}'
+go tool -modfile="$${bootstrap_dir}/releasekit.mod" "$${releasekit_module}/cmd/releasekit" ci-deliver \
-git ls-remote origin refs/heads/main refs/tags/v0.2.0
+  --repo "$${CI_WORKSPACE}" \
+  --prepared \
+  --commit "$${expected_commit}" \
+  "$${CI_COMMIT_TAG}"
 ```
 
-If the remote tag identifies the intended candidate and its source is on remote
+The workflow maps the existing `GITEA_RELEASE_TOKEN` secret to
-`main`, the release succeeded; no CI waiting is needed. An atomic push normally
+`RELEASEKIT_GITEA_TOKEN`. The complete checked-in release note, including its
-updates both refs or neither. If `main` has advanced since publication, fetch it
+licensing footer, supplies the hosted release body. Delivery runs independently
-and check candidate ancestry rather than requiring tip equality.
+after source publication; its status and logs report delivery progress or
+failure.
 
-If the tag is absent remotely and was never published or used by a release
+ReleaseKit handles content-aware retries and retained-artifact recovery. See
-channel, remove only that unpublished local tag (`git tag -d v0.2.0`), resolve
+the pinned [publication recovery guide](https://forge.maximumdirect.net/base-layer/releasekit/src/tag/v0.9.0/docs/consumers/publish.md)
-any rejected branch update, and rerun the command. If the remote tag has a
+and [delivery guide](https://forge.maximumdirect.net/base-layer/releasekit/src/tag/v0.9.0/docs/consumers/delivery.md)
-different target, do not overwrite it; choose a fresh version. Never force a
+for those mechanics. A delivery failure does not undo a confirmed source
-branch or tag update to bypass the guards.
+release. Retry the same immutable tag after resolving the reported state; do not
+replace published files or a checksum manifest.
 
-**CI delivery fails:** the release remains successful. Inspect the failed tag
+## Failure and recovery
-job's logs and retry that same tagged job for a transient failure. Publication is
-configured to skip existing filenames and not overwrite assets. Keep the same
-source and build environment when retrying; inspect any existing assets/checksum
-manifest before filling gaps. Do not regenerate and replace a published manifest
-or binary. If an existing manifest cannot describe the missing rebuilt assets,
-use a new version instead. A pipeline or source defect also requires a corrected
-commit and new version. An outage does not require moving the tag.
 
-**A released source defect is discovered:** fix it on `main` and publish a new
+Fix validation failures in a new committed candidate, then rerun `publish`.
-appropriate version with a note explaining the correction. Leave the old tag and
+After a failed push, ReleaseKit retains the local annotated tag and reports the
-published files intact.
+captured authoritative endpoint and publication state. Resolve the result
+against that endpoint before retrying. An exact remote tag-object match, with
+its source available on remote `main`, can confirm publication. If the remote
+state cannot be read, the result remains unknown; do not remove or replace the
+tag while uncertain. Follow the pinned [publication recovery guide](https://forge.maximumdirect.net/base-layer/releasekit/src/tag/v0.9.0/docs/consumers/publish.md)
+for object-level recovery details.
 
-## Maintaining the Release Workflow
+A source-release success and artifact-delivery status are separate. For a
-
+partial or uncertain delivery, inspect the job output and follow the pinned
-The shared build script keeps local and CI build settings aligned. Tests in
+[delivery recovery guidance](https://forge.maximumdirect.net/base-layer/releasekit/src/tag/v0.9.0/docs/consumers/delivery.md).
-[scripts/release_test.go](../scripts/release_test.go) exercise publication against
+A source or published-content correction requires a new appropriate version;
-temporary local Git remotes, including guard failures and rejected pushes, with
+leave the original tag and its contents intact.
-Go execution stubbed to avoid recursive builds/tests. They run in `go test ./...`.
-Changes to CI delivery should preserve explicit asset names, checksums, and
-non-overwriting publication. CI delivery is separate from the local success path.

docs/releases/README.md

@@ -1,5 +1,9 @@
 # Release Notes
 
+- [Audita v3.1.1](v3.1.1.md)
+- [Audita v3.1.0](v3.1.0.md)
+- [Audita v3.0.1](v3.0.1.md)
+- [Audita v3.0.0](v3.0.0.md)
 - [Audita v2.0.1](v2.0.1.md)
 - [Audita v2.0.0](v2.0.0.md)
 - [Audita v1.1.0](v1.1.0.md)

docs/releases/v3.0.0.md

@@ -0,0 +1,59 @@
+# Audita v3.0.0
+
+Audita v3 adopts native configuration inheritance and layered PromptKit
+definitions, and allows transcript and report destinations to be selected
+independently. This is an intentional breaking release: existing PromptKit
+profile files require migration from the v2 release format.
+
+## Changes
+
+- ConfigKit is updated from v0.4.2 to v0.5.0. Application configuration supports
+  native sibling inheritance, and configuration explanations include value-free
+  inheritance provenance.
+- PromptKit is updated from v0.11.2 to v0.12.0, with both backend catalogs at
+  `v3.20260930.0`. Native keyed definitions support profile inheritance and
+  operator prompt overrides. The selected `profiles_dir` can contain profiles,
+  backends, and prompts; application backend endpoints, capacity, and credentials
+  remain authoritative.
+- Effective definitions and referenced prompt message contents are captured at
+  runtime construction. Consumed host configuration and message files are
+  protected from output collisions. Audita retains its per-call schemas, domain
+  validators, retry and repair budgets, and resilient processing behavior.
+- An explicit `--report-dir` now selects reports for either file or stdout
+  transcript output. File output without that flag still places reports beside
+  the transcript. This supports Narratio's independent output destinations;
+  debug capture remains independently selectable.
+
+## Upgrading from v2
+
+1. Convert each old PromptKit profile to a keyed definition under
+   `profiles: {<profile-id>: ...}`, remove its inner `id`, and replace
+   `base_profile` with `extends`. Profile IDs come from mapping keys rather than
+   filenames. No compatibility loader or automatic conversion is provided.
+2. Review explicit zero, omitted, and null generation controls. For example,
+   `temperature: 0` now sends an explicit zero, omission leaves the control
+   unspecified, and null suppresses an inherited control. A zero profile timeout
+   disables PromptKit's generation deadline; Audita's operation deadline still
+   applies.
+3. Select a configuration root whose final definitions are valid. PromptKit now
+   validates unused definitions too, including backend references, and conflicting
+   values within a directory source group are errors. The maintained examples
+   use separate [local](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.0.0/examples/profiles/local/) and
+   [service](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.0.0/examples/profiles/service/) roots. Runtime source edits take
+   effect on the next invocation.
+4. Rename any application backend literally named `extends` and update its
+   profile references. ConfigKit now reserves that key for inheritance.
+5. Validate the migrated installation with
+   `audita config validate --config /path/to/config.yml`, including any selected
+   testing overlay. Application configuration continues to use `version: 2`.
+
+The [v3.0.0 configuration reference](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.0.0/docs/config.md#promptkit-profiles-and-operator-prompts)
+contains the migrated format and presence rules. Start from the
+[local](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.0.0/examples/minimal-config.yml),
+[service](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.0.0/examples/production-config.yml), or
+[application inheritance](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.0.0/examples/configkit-inheritance.yml) examples.
+The [CLI reference](../cli.md) describes report selection, and the
+[release procedure](../release.md) describes source publication and asynchronous
+Linux binary delivery.
+
+[COPYRIGHT](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.0.0/COPYRIGHT) | [LICENSE](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.0.0/LICENSE) | [ATTRIBUTION](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.0.0/docs/oss/attribution.md)

docs/releases/v3.0.1.md

@@ -0,0 +1,14 @@
+# Audita v3.0.1
+
+This patch release adds a configuration-free version command and adopts
+ReleaseKit for source publication and Linux binary delivery. Transcript
+processing, configuration, and LLM behavior are unchanged.
+
+## Changes
+
+- `audita version` prints the application version without loading application
+  configuration or contacting an LLM provider.
+- Release publication and Linux artifact delivery now use ReleaseKit v0.1.0.
+  The release runbook describes the maintainer workflow and delivery recovery.
+
+[COPYRIGHT](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.0.1/COPYRIGHT) | [LICENSE](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.0.1/LICENSE) | [ATTRIBUTION](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.0.1/docs/oss/attribution.md)

docs/releases/v3.1.0.md

@@ -0,0 +1,42 @@
+# Audita v3.1.0
+
+This minor release updates Audita's configuration, LLM, and release libraries
+and raises the minimum Go version for source builds to 1.26.0. Existing Audita
+configuration files, PromptKit profiles, and command behavior require no
+migration.
+
+## Changes
+
+- ConfigKit is updated from v0.5.0 to v0.7.1, with improvements to configuration
+  loading, resolution, provenance, and inspection efficiency.
+- PromptKit is updated from v0.12.0 to v0.14.0, reducing avoidable allocations in
+  preparation, rendering, and execution. Audita retains its existing schemas,
+  validation, retry and repair budgets, and resilient processing behavior.
+  The libraries' new discovery and configuration-comparison APIs remain unused
+  by Audita.
+- ReleaseKit is updated from v0.1.0 to v0.4.1. The local release launcher now
+  invokes the module-selected Go tool, and CI selects the tool from the tagged
+  module metadata. Prepared-checkout delivery reuses the tag checkout already
+  verified during CI bootstrap. Source publication still completes at a
+  successful tag push; Linux binary delivery remains asynchronous.
+- Release builds and CI use Go 1.26.8, with corresponding runtime attribution
+  updated. The source-build minimum is tracked separately from that build
+  toolchain patch version.
+
+## Upgrading from v3.0.1
+
+Source builders must upgrade from the previous Go 1.25.5 minimum to **Go 1.26.0
+or newer**, including any build environments still using Go 1.25. Maintainers
+should follow the updated [release procedure](../release.md) for toolchain setup,
+publication, and delivery recovery.
+
+Go module consumers must use the v3 module path. For example:
+`go install gitea.maximumdirect.net/eric/audita/v3/cmd/audita@v3.1.0`. This
+aligns the module path with the v3 release line. Downloaded binaries and
+commands run from a source checkout are unaffected.
+
+Users of distributed Linux binaries need no Go installation. No configuration,
+profile, transcript-format, or command-behavior migration is required for this
+release.
+
+[COPYRIGHT](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.1.0/COPYRIGHT) | [LICENSE](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.1.0/LICENSE) | [ATTRIBUTION](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.1.0/docs/oss/attribution.md)

docs/releases/v3.1.1.md

@@ -0,0 +1,20 @@
+# Audita v3.1.1
+
+This patch fixes the Woodpecker bootstrap failure that prevented Linux binary
+delivery for v3.1.0. Audita's transcript processing and configuration are unchanged.
+
+## Changes
+
+- Resolve Woodpecker's tag-event object ID to its source commit before checking
+  the tagged checkout and invoking ReleaseKit. Annotated tag events previously
+  failed a comparison between the tag object and commit, stopping the workflow
+  before binary builds began.
+- Add offline regression coverage for annotated and lightweight tag events,
+  including rejection of an unrelated source commit.
+
+No configuration, profile, transcript-format, or command-behavior migration is
+required from v3.1.0. The Go source-build minimum remains 1.26.0. Linux amd64 and
+arm64 binary delivery follows the existing asynchronous
+[release procedure](../release.md#binary-delivery).
+
+[COPYRIGHT](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.1.1/COPYRIGHT) | [LICENSE](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.1.1/LICENSE) | [ATTRIBUTION](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.1.1/docs/oss/attribution.md)

docs/roadmap/configkit.md

@@ -1,171 +0,0 @@
-# ConfigKit Adoption Roadmap
-
-**Last updated:** 2026-09-24
-
-**Status:** Production implementation complete. The selected configuration and
-overlay model is implemented; [implementation evidence](https://gitea.maximumdirect.net/eric/audita/src/commit/cb405f6/docs/roadmap/implementation.md)
-records verification. No release has been published.
-
-## Purpose and Direction
-
-Adopt ConfigKit to harmonize Audita's configuration policy with the other
-applications in the suite. Consistent configuration conventions are the primary
-benefit; reducing application-owned configuration infrastructure is a secondary
-benefit and a useful measure of integration quality.
-
-This is an intentional breaking migration. There is no goal of backward
-compatibility with existing installations, configuration files, CLI flags,
-environment variables, or configuration-inspection output. Provide a migration
-guide instead of legacy loaders, aliases, dual operating modes, or an ongoing
-compatibility layer. Retain existing syntax only when it independently suits the
-new model, not because compatibility requires it.
-
-The initial review and prototype used ConfigKit v0.3.1, then verified v0.4.0
-selected overlays. Those findings remain historical; the prototype was removed
-after production integration. The application depends on a versioned module,
-without a sibling checkout or local module replacement.
-
-The shared boundary/prototype unit is complete. Its [selected contract, inventory,
-and evidence](library-boundary-findings.md) define the detailed target alongside
-this roadmap. Production configuration migration is complete.
-
-## Target End State
-
-- ConfigKit owns strict YAML loading, input presence, default application, explicit
-  override mechanics, recorded resolution, secret references, and safe inspection.
-- Audita owns its configuration types, field meanings, defaults, schema-version
-  policy, file selection, CLI parsing, domain validation, and runtime initialization.
-- Adopt ConfigKit's precedence and validation lifecycle rather than reproduce
-  Audita's current per-layer validation and environment-overlay behavior.
-- General configuration environment overrides are retired. Credentials use typed
-  environment-name secret references; supplied references must resolve according
-  to ConfigKit's contract. File selection follows the application-owned
-  discovery rules in the selected boundary.
-- Standardize duration representations, explicit empty/null/zero handling, and
-  inheritance on the shared conventions. Express genuine Audita domain rules
-  through the supported resolution and validation APIs.
-- Retained domain-setting flags and proposal/validation profile flags become
-  explicit ConfigKit overrides according to the migration inventory. Remove old
-  provider/key/retry/concurrency flags and aliases. Credentials use secret references.
-- Use ConfigKit's redacted effective output and provide source/explanation access
-  through the selected views below. Legacy JSON inspection is replaced.
-  Diagnostic configuration snapshots use the same new model.
-- Delete superseded loading and override machinery. Do not hide the old model
-  behind adapters that defeat the adoption's consistency benefit.
-
-Keep Audita's domain capabilities, such as ordered and repeated correction modules,
-expressible in the new model. Their existing configuration spelling is not binding.
-Transcript/glossary formats, processing algorithms, and output schemas are outside
-this migration unless later planning identifies a concrete dependency or an
-explicitly coordinated change.
-
-## Selected Overlays for Testing
-
-Enable ConfigKit's optional selected-overlay feature in the migration. A testing
-configuration that selects cheaper, faster LLMs is the initial use case. ConfigKit
-**overlays** modify application settings; PromptKit **execution profiles** still
-own model and generation settings. Keep `profiles_dir`, the PromptKit `profiles/`
-directory, and proposal/validation profile names unchanged by this terminology
-change.
-
-The planned interface is `--overlay <name>` on `process`, `config validate`, and
-`config print-effective`. Treat selection as invocation state passed to
-`Options.Overlay`, not as another persistent setting or environment overlay.
-Follow ConfigKit v0.4.0's selection contract: omission, an empty name, or `default`
-selects no overlay; a named selection loads `overlays/<name>.yml` beneath the selected
-configuration root. A missing selected overlay is an error. Use the library's
-single-overlay semantics without adding stacking, inheritance, or legacy-directory
-fallback.
-
-Precedence is application defaults, main configuration, selected overlay, then
-explicit setting flags. Perform Audita's role inheritance and semantic validation
-on the resolved configuration. ConfigKit's base parsing and schema-version checks
-still precede overlay application; overlays cannot replace the schema version or
-contain ConfigKit directives. General environment-variable overrides remain retired.
-Imports and secret-directory bootstrap remain disabled.
-
-Provide a maintained `overlays/testing.yml` example that selects testing execution
-profiles through `llm.proposal_profile` and `llm.validation_profile`. Model names and
-generation controls belong in the corresponding PromptKit profile files. Set both
-role selections in this example so a base configuration's explicit validation
-profile cannot accidentally retain the production model. Normal omission-based
-validation-profile inheritance continues to apply to the final effective settings.
-The example must make its backend/credential requirements clear and use no real
-secrets. Model choice is operator-controlled; “testing” does not promise a price,
-performance level, or equivalent correction quality.
-
-Overlays may modify other ordinary application settings supported by the schema;
-they are not restricted to profile selection. The resulting configuration must
-still satisfy shared backend capacity, credential, and domain rules. Validation,
-effective-config inspection, selected-profile inspection, and processing must all
-use the same selected overlay. Preserve overlay provenance in configuration
-explanations and diagnostics while retaining secret redaction.
-
-The [recorded overlay results](library-boundary-findings.md#selected-overlay-extension-2026-09-24)
-prove the representative load, inspection, and HTTP path. Production acceptance
-requires the same selection to reach both actual LLM roles, with explicit flags
-winning over overlays and surviving secret references resolved/redacted correctly.
-The isolated prototype is evidence, not a second supported runtime.
-
-## Inspection and Invocation Contract
-
-`process`, `config validate`, and `config print-effective` share file/overlay
-selection and retained setting overrides. Invocation I/O paths remain process-only.
-Only explicitly supplied flags override settings. Validation requires an explicit
-config file; processing and inspection use the selected discovery order. Help is
-available before configuration loading. All three commands validate selected
-profiles without requiring a provider call during setup.
-
-`config print-effective --view settings|profiles|explain` exposes three YAML views:
-
-- `settings` (default): ConfigKit's redacted effective configuration.
-- `profiles`: an Audita-owned summary of each selected role's profile, backend,
-  model, temperature, token limit, top-p, timeout, service tier, and reasoning
-  effort where present. Arbitrary extra provider parameters and credentials are
-  omitted; this is a selected-controls view, not every execution input.
-- `explain`: field paths, sources, and derivation records from ConfigKit, without
-  resolved secret values.
-
-A ConfigKit snapshot alone does not describe profile-owned controls. Profile
-inspection must enforce the registered-backend and credential boundary. Diagnostic
-snapshots use these safe views and preserve overlay/explicit-override provenance.
-The migration guide explains the intentional replacement of legacy inspection JSON.
-
-## Integration and Completion Criteria
-
-ConfigKit and PromptKit form one intentional breaking refactor. Intermediate
-commits need not build or run. The target contains no temporary old-runtime adapter,
-compatibility shim, processing gate, dual loader, or automatic legacy conversion.
-The [combined feature roadmap](library-adoption.md) owns execution/reporting intent;
-[implementation.md](https://gitea.maximumdirect.net/eric/audita/src/commit/cb405f6/docs/roadmap/implementation.md) alone owns stage order and implementation tasks.
-
-The final application loads all retained domain settings, assembles both selected
-profiles, and processes through PromptKit. Controlled HTTP evidence must connect
-configuration selection to actual requests, domain outcomes, safe diagnostics,
-and shared finite backend capacity. Maintained examples and one migration guide
-cover the complete file/flag/environment transition. Obsolete application-owned
-loading, transport, rendering, and scheduler machinery is removed.
-
-The combined target is Audita v2.0.0. Release compliance and publication remain
-last and separate from implementing the refactor. Retention and transcript timestamp
-changes are not included; the selected retry/repair contract resolves the retry
-follow-up in [runtime behavior](runtime-behavior.md).
-
-## Scope Boundaries
-
-- Pin ConfigKit v0.4.0 in production and align Go/toolchain requirements. ConfigKit requires
-  Go 1.25; the combined PromptKit prototype requires Go 1.25.5. Adopting these libraries
-  does not automatically remove Audita's existing YAML dependency used for glossary parsing.
-- Implement the selected configuration and final PromptKit runtime directly,
-  without temporary runtime adapters, compatibility shims, or process gates.
-- Enable selected overlays as specified above. Keep imports and secret-directory
-  bootstrap disabled unless a separate concrete requirement justifies them.
-- Validation and inspection resolve surviving credential references and fail on
-  missing or empty values; no credential-free bypass is planned.
-- Inspection and diagnostics use the safe selected-profile view and ConfigKit
-  provenance described above. Changed formats are covered by the migration guide.
-
-The eventual completion test is that Audita follows the suite's ConfigKit
-conventions while retaining its intended domain capabilities, with a clear
-migration guide and no ongoing obligation to support the previous configuration
-model.

docs/roadmap/decision-set-reconciliation.md

@@ -1,162 +0,0 @@
-# Partial Success for Validator Decision Sets
-
-**Last updated:** 2026-09-25
-
-**Status:** Implemented. This document owns the target behavior and user intent.
-[historical implementation plan](https://gitea.maximumdirect.net/eric/audita/src/commit/91d9be68a7bb3a102900253fdfd8438f0a43f666/docs/roadmap/implementation.md) owns concrete decisions, ordered work,
-and verification.
-
-## Purpose and User Intent
-
-Preserve usable validator decisions when other entries in the same model response
-have missing, duplicate, or unexpected correction indices. One defective entry
-should not prevent unrelated candidates from completing their required validation.
-This extends Audita's existing partial-success approach without another model call.
-
-Implement this simpler improvement before reconsidering guided domain recovery.
-Missing validation must never authorize applying a correction, but neither should
-it invalidate a different candidate's unambiguous approval or editorial rejection.
-The existing [resilience design](resilience.md) remains the foundation.
-
-## Historical Baseline
-
-The reviewed application baseline is `d2a6fcf`:
-
-- PromptKit validates the complete model response against Audita's embedded JSON
-  Schema and performs its configured structural repairs. Only structurally valid,
-  decoded responses reach domain decision mapping.
-- `mapLLMResponseToDecisions` in
-  [`llm_validators.go`](../../internal/framework/validators/llm_validators.go)
-  requires exactly one decision for every requested correction index. An empty
-  decision list, missing index, duplicate index, or unexpected index returns an
-  error instead of retaining usable decisions.
-- `LLMBackedValidator.Validate` consequently marks the entire batch unavailable
-  with `validation_decisions_invalid`. Other batches continue, but usable decisions
-  within that batch are lost.
-- The runner's cardinality checks enforce an internal contract: each candidate
-  receives one outcome from each validator it reaches. These checks apply to
-  Audita-owned results, not directly to raw model entries.
-- Deterministic validators already filter individual proposals. Unpreviewable
-  candidates and oversized validation inputs are isolated; recoverable provider
-  failures remain batch-local; application skips individual conflicts.
-- Ordinary reports distinguish failed operations from successful operations with
-  recoveries. Several failed operations in one stage/chunk share one work-unit
-  error record. The [output contract](../integrations/output-files.md) owns the
-  current counts and serialized representation.
-
-The defect addressed here is the all-or-nothing domain mapping boundary, not
-validation itself or the runner's internal consistency checks.
-
-## Target Decision Semantics
-
-Reconcile each structurally valid response against the indices actually requested
-in that particular validator batch. Correction indices, rather than segment IDs
-or positions in the response array, identify candidates. Several corrections may
-legitimately target the same segment.
-
-| Response condition | Target behavior |
-| --- | --- |
-| Exactly one valid decision for a requested index | Preserve its approval or rejection and associated decision evidence. |
-| Requested index omitted | Produce an explicit validation-unavailable outcome for that candidate. |
-| Requested index appears more than once | Treat that candidate's validation as unavailable; preserve unrelated decisions. |
-| Index was not requested in this batch | Ignore the extraneous entry and record the handled defect. |
-| Empty decision list for a nonempty request | Mark all requested candidates unavailable; do not fail the run. |
-| Decisions appear in a different order | Match by identity and retain deterministic internal results. |
-
-Duplicate handling does not choose the first or last answer, nor infer a verdict
-by voting. Even identical duplicates follow the agreed duplicate-index handling;
-accepting them specially is not needed for this feature. Duplicate extraneous
-indices remain extraneous entries, not reasons to invalidate requested candidates.
-
-An unavailable candidate remains unapplied and does not proceed as approved to
-later validators. It is distinct from a valid `approved: false` decision, which
-is ordinary editorial processing. Valid approvals continue through the remaining
-required validators and apply-time checks; this feature grants no bypass.
-
-The mapper returns one internal outcome for every requested candidate and no
-outcome for an extraneous index. Preserve strict runner cardinality checks so
-application bugs are still detected. Do not convert genuine internal invariant
-failures, cancellation, or fatal setup failures into tolerated model defects.
-
-## Outcomes and Reporting
-
-Keep existing work-unit aggregation and operation accounting:
-
-- If any requested candidate lacks an unambiguous usable decision, record a
-  validation-operation error identifying the affected requested indices. Other
-  candidates' usable decisions from that operation remain effective. An operation
-  error does not mean every candidate in its batch failed.
-- If all requested candidates have usable decisions and extra entries were
-  ignored, record a successful operation with a recovery for that handled defect.
-  This remains a recovery even if all legitimate decisions are editorial rejections.
-- If missing/duplicate requested decisions and ignored extras coexist, retain the
-  operation error. Follow the existing rule that failed operations do not also
-  produce recovery records; retain extra-entry details in debug evidence.
-- A valid complete response with no handled defect adds neither error nor recovery.
-  Valid editorial rejection alone never adds either category.
-- Preserve actual structural repair and service-retry counts. On successful
-  operations, consolidate applicable recovery reasons in one recovery record.
-  Do not count reconciliation as another LLM operation or structural repair.
-
-Error attribution must distinguish affected candidates from the rest of the batch.
-Debug evidence should preserve supplied decisions, ignored entries, and the reason
-an expected candidate became unavailable. Do not fabricate candidate ledger entries
-for unknown indices or mislabel missing decisions as deliberate editorial rejection.
-Ordinary reports must retain safe metadata without raw transcript or response text.
-
-Use a decision-specific recovery reason rather than treating ignored validator
-entries as defective correction proposals. Concrete reason names and minimal data
-model changes belong in the implementation plan. Keep YAML, Markdown, and CLI
-counts consistent, with the existing reporting-disable and independent debug options.
-
-## Ownership and Target Architecture
-
-Audita's validator layer reconciles structurally valid model responses into
-complete internal candidate outcomes. The runner preserves strict internal
-cardinality and advances only approved candidates. Reporting consumes operation
-facts without treating partial validation failure as loss of every decision.
-Debug evidence distinguishes unavailable validation from editorial rejection.
-
-The schema/transport boundary remains with PromptKit; reconciliation needs no
-additional model call. Concrete helper structures, reason names, mapping changes,
-and verification steps belong in the [historical implementation plan](https://gitea.maximumdirect.net/eric/audita/src/commit/91d9be68a7bb3a102900253fdfd8438f0a43f666/docs/roadmap/implementation.md).
-
-## Scope Boundaries
-
-PromptKit's whole-response structural validation and repair remain unchanged.
-A malformed entry, including an extraneous entry that violates the schema, may
-still invalidate the response and exhaust structural repairs before reconciliation
-can run. Ignoring schema-valid extras does not promise salvage from malformed JSON,
-missing required fields, wrong types, or out-of-range values.
-
-General per-entry structural salvage is a separate design question, not part of
-this fix. Likewise, guided regeneration remains deferred for reconsideration after
-this change; no new retries, feedback prompts, budgets, upstream dependency changes,
-or operator controls are required here.
-
-Preserve module scope, literal replacement behavior, fixed chunks, stage barriers,
-span-deletion safeguards, backend capacity limits, and fatal cancellation behavior.
-No additional restrictions on valid corrections or guarantees about model judgment
-are introduced. This work does not itself authorize tagging or publishing v2.0.0.
-
-## Acceptance Criteria
-
-- A schema-valid response can retain usable decisions despite missing, duplicate,
-  or unexpected indices elsewhere in the same batch.
-- Only the affected requested candidates become unavailable; extras never create
-  candidates or attach decisions to a different batch's candidates.
-- Valid negative decisions remain editorial outcomes, and every applied correction
-  completes all required validation.
-- Internal validator results satisfy existing strict cardinality checks.
-- Missing/duplicate requested decisions yield accurately attributed errors without
-  losing valid work. Extra-only defects yield a consolidated recovery; mixed
-  defects follow existing failed-operation reporting semantics.
-- Final transcript, debug evidence, YAML reports, Markdown counts, and CLI summary
-  agree about applied work and failures/recoveries.
-- Reconciliation makes no additional provider calls. Existing structural failures,
-  provider failures, and cancellation retain their documented handling.
-
-## Open Questions
-
-No unresolved product-policy questions block implementation. Guided recovery and
-structural salvage remain separate future decisions.

docs/roadmap/future.md

@@ -1,19 +1,20 @@
 # Deferred Feature Work
 
-**Last updated:** 2026-09-25
+**Last updated:** 2026-11-11
 
 **Status:** Deferred or exploratory work; not implemented or scheduled. These
-entries preserve scope outside the [resilience roadmap](resilience.md) and
+entries preserve work beyond completed feature and library upgrades.
-[span-deletion consistency roadmap](span-deletion.md). Each entry states its
+Each entry states its intent; inclusion does not commit us to
-intent; inclusion does not commit us to implementing every capability.
+implementing every capability.
 
 ## Domain-Aware Response Recovery
 
-The [partial-success decision reconciliation](decision-set-reconciliation.md)
+The implemented [partial-success decision reconciliation](../internal/validators.md#llm-validator-batching)
-preserves usable decisions without another model call. Guided recovery remains
+preserves usable decisions without another model call. Revision of rejected
-deferred pending evidence from failures that remain. General per-entry
+correction proposals is implemented with substantive
-salvage from structurally invalid responses is also a separate design question;
+validator feedback and explicit proposal withdrawal; see the
-the accepted reconciliation feature retains whole-response structural validation.
+[pipeline guide](../internal/pipeline.md).
+It is distinct from recovering an unavailable validator decision.
 
 Consider bounded feedback and regeneration for model responses that satisfy the
 structural schema but leave requested decisions unavailable after reconciliation.
@@ -30,11 +31,15 @@ secrets, and how regeneration fits bounded budgets and operation deadlines. Reus
 shared library capabilities where appropriate; do not introduce an uncoordinated
 outer retry loop that multiplies existing retry/repair budgets.
 
-Ordinary editorial rejection is a valid decision, not a reason to regenerate until
+Editorial rejection remains a valid decision about the evaluated proposal. The
-an edit is approved. Recovery must preserve required validation, candidate identity,
+implemented correction repair loop handles subsequent revision and full
-partial-success safety, and truthful error/recovery reporting. Validate with
+revalidation; this deferred entry concerns unavailable decisions. Decision recovery
-controlled responses that distinguish recoverable protocol defects from valid
+must preserve required validation, candidate identity, partial-success safety,
-negative decisions. Exact APIs, budgets, and sequencing remain undecided.
+and truthful error/recovery reporting. Validate with controlled responses that
+distinguish protocol defects from valid negative decisions. Exact APIs, budgets,
+and sequencing remain undecided. General per-entry salvage from structurally
+invalid responses also remains a separate design question; current reconciliation
+retains whole-response structural validation.
 
 ## Independent Whole-Pipeline Traversal by Chunk
 
@@ -59,7 +64,7 @@ No new scheduler, global limiter, or execution mode is selected by this entry.
 
 Potential future work, subject first to evaluating whether it is worth implementing
 at all. Empty replacement text and deletion of a span within a surviving segment
-are covered by the accepted [span-deletion consistency roadmap](span-deletion.md).
+are covered by the implemented [span-deletion behavior](../internal/modules.md#proposal-generation-ownership).
 That feature does not remove segment records or permit blank resulting segments.
 
 Before designing segment removal, review representative production examples to

docs/roadmap/implementation.md

@@ -1,313 +0,0 @@
-# Implementation Plan: Standard Policy Alignment
-
-**Last updated:** 2026-09-28
-
-**Status:** Complete; Stages 1–4 implemented.
-**Audience:** gpt-5.6-terra coding agent.
-**Audita planning baseline:** `91d9be68a7bb3a102900253fdfd8438f0a43f666`.
-**Selected upstream revision:** `d84a38ebab26f048cafbe59a2246700c35d29843`.
-
-## Scope and Execution
-
-Implement the accepted [Standard Policy Alignment roadmap](policy.md). It owns
-the intended end state and reasons for local variations; this plan owns ordered
-implementation and verification. Complete Stage 1 through Stage 4 in order, each
-as one focused agent task. Record completion evidence under each stage and commit
-completed units with short, plain English messages under the agent policy.
-
-Begin with [development guidance](../development.md) and the
-[agent policy](../policy/agents.md). Read the policies governing each stage;
-reuse unchanged policy context. For policy edits, read that policy and affected
-cross-references. Follow the adopted selective reading guide once installed.
-Use graph-first discovery for application code; document and shell/configuration
-inspection does not need a graph lookup.
-
-Use the public upstream repository at
-`https://gitea.maximumdirect.net/eric/policy` and check out the exact revision above
-in a temporary directory outside Audita. Verify its full commit before copying.
-Read its `docs/adoption.md`, relevant `docs/policy/` files, `COPYRIGHT`, and
-referenced assets. Do not replace the selected revision with current main or
-reconstruct prior adoption baselines. The public repository and its attribution
-are now explicitly approved.
-
-This plan replaces the completed decision-set plan, preserved at
-[the planning baseline](https://gitea.maximumdirect.net/eric/audita/src/commit/91d9be68a7bb3a102900253fdfd8438f0a43f666/docs/roadmap/implementation.md).
-Repair historical roadmap references in Stage 4; do not reopen those features.
-
-Implement directly toward the final state. Intermediate commits need no temporary
-policy files, compatibility machinery, or complete dependency inventory. Keep
-partial work truthful and finish cross-document consistency by Stage 4. Do not
-release, tag, push, rewrite published material, change dependency versions, or
-refactor application code as part of this work. No extra approval round is needed
-between stages. If factual verification uncovers a concrete unresolved rights or
-publication issue, report it rather than inventing an obligation or claiming it
-resolved.
-
-## Common Adoption Decisions
-
-- Start each policy from the selected upstream file. Preserve shared substantive
-  wording verbatim. Remove its `Base Policy Template` section after fulfilling
-  the instructions; include only the project customizations selected below.
-- Retain the upstream base version and set `Last Updated` to the actual adoption
-  date. Add `**Upstream Source:**` with a Markdown link to that same file at the
-  full selected commit, using the URL prefix
-  `https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/`.
-  Do not claim this was the source of old local documents.
-- Keep discovery URLs in `meta.md` pointed to the public repository and
-  `/src/branch/main/docs/adoption.md`. Pin example links in the adopted OSS policy
-  to this selected commit, after checking their paths. Preserve examples upstream.
-- Explain substantive local variations briefly where they apply. No separate
-  exception register, synchronization system, policy snapshot tests, or legal
-  approval workflow is needed.
-- Keep policy credit in the single canonical attribution entry. Describe only
-  material adopted so far, expanding it as later stages copy more material.
-  Metadata and template removal mean an adopted file can truthfully be described
-  as adapted even when its substantive rules are verbatim.
-- Ordinary link/text review is sufficient for documentation changes. Do not run
-  application tests simply because a policy document changed. Each stage ends
-  with `git diff --check` and review of its staged diff before committing.
-
-## Stage 1 — Establish Provenance and Shared Agent/Testing Policies
-
-**Completed:** 2026-09-28. Adopted meta 1.0, agents 1.3, and testing 1.3 from
-the verified upstream commit, preserving Audita's graph-first discovery rule.
-The initial attribution and scoped copyright notice identify only these three
-adapted policies; the CC-BY-SA text matches upstream byte-for-byte. Substantive
-policy text, pinned source paths, local links, and `git diff --check` were checked.
-
-**Files:** `docs/policy/meta.md`, `docs/policy/agents.md`,
-`docs/policy/testing.md`, `docs/oss/attribution.md`,
-`docs/oss/licenses/CC-BY-SA-4.0.txt`, and `COPYRIGHT`.
-
-1. Adopt meta 1.0, agents 1.3, and testing 1.3 with the common metadata and
-   template-removal rules. Preserve the existing Codebase Discovery section as
-   the one local addition to agents: Audita deliberately uses graph-first
-   discovery. Adopt the remaining agent rules and the testing rules verbatim.
-2. Create attribution with `# Open Source Attribution Notices`, followed directly
-   by the canonical entry from `examples/licensing/policy-attribution.md`.
-   Substitute the selected commit in its COPYRIGHT, LICENSE, and Source URLs.
-   Initially identify the three newly adapted policy files in its `Material:`
-   sentence. Do not claim the remaining files have already been updated.
-3. Copy the selected revision's `docs/oss/licenses/CC-BY-SA-4.0.txt` byte-for-byte.
-   Keep the supplied upstream copyright and links to its grant/disclaimer.
-4. Add the adoption guide's scoped CC-BY-SA notice to Audita's `COPYRIGHT`, with
-   affected material identified through attribution. Preserve Audita's name,
-   copyright, GPL-3.0-or-later application grant, warranty statement, and third-party
-   statement. Leave the root GPLv3 `LICENSE` unchanged.
-5. Keep metadata local and truthful. `meta.md` points to the local attribution
-   and developer guide even though selective reading guidance is added next.
-
-**Validation and completion:** Compare the substantive agent/testing text directly
-with the selected upstream documents, allowing only template removal, metadata,
-and the identified discovery addition. Verify each new source link's exact file
-and revision, local attribution links, copied license bytes, and narrow grant
-scope. No application test or publication is required.
-
-## Stage 2 — Customize Remaining Policies and Install Selective Orientation
-
-**Completed:** 2026-09-28. Adopted architecture 1.3, documentation 1.11,
-release 1.4, and OSS 1.8 with the selected Audita variations. Installed the
-upstream root orientation and verbatim Policy Reading Guide, expanded the
-scoped attribution, and repaired the release documentation heading link.
-Checked versions, provenance and example destinations, local links, policy
-differences, and `git diff --check`.
-
-**Files:** `docs/policy/architecture.md`, `docs/policy/documentation.md`,
-`docs/policy/release.md`, `docs/policy/oss.md`, `AGENTS.md`,
-`docs/development.md`, `docs/oss/attribution.md`, and `COPYRIGHT` as needed for
-accurate copied-guidance scope.
-
-1. Adopt architecture 1.3. Retain the upstream general Purpose And Ownership,
-   Architectural Approach, and Adopted Constraints And Implemented Structure
-   guidance. Replace Application-Specific Topics with Audita's established
-   purpose, ownership/dependency boundaries, correction/concurrency rules,
-   recovery, state/compatibility, secret handling, and selected library ownership.
-   Reuse existing local decisions; avoid duplicating general upstream prose.
-   Replace example threat discussion with the existing secret/input boundaries
-   and canonical links where useful. Do not infer new threat exclusions,
-   filesystem guarantees, interfaces, or package restructuring from the template.
-2. Adopt documentation 1.11. Keep applicable upstream ownership rows verbatim;
-   omit public HTTP and public Go API rows. Add the existing concrete ownership
-   of `docs/integrations/output-files.md` and contributor change recipes, and
-   retain the deliberate retirement of standalone troubleshooting documentation.
-   Account for the retained agent discovery/commit responsibilities in its owner
-   row. Keep reading triggers in development guidance, not a second policy table.
-3. Adopt release 1.4. Retain upstream completion, validation, guard, immutability,
-   recovery, and preparation language. Preserve the existing Supported Platforms
-   table and unsupported-platform statement as Audita's support commitment.
-   Replace the upstream discretionary human-gate paragraph with Audita's selected
-   rule against manual approvals, sign-offs, and routine confirmations as release
-   gates. Remove the obsolete list describing now-shared upstream rules as local
-   deviations. Keep concrete atomic-push mechanics in the runbook.
-4. Adopt OSS 1.8. Add a concise Audita context paragraph identifying the existing
-   GPL-3.0-or-later grant and linking to COPYRIGHT and the release procedure for
-   Gitea distribution. Use the upstream House Format and interpretation language
-   verbatim. Pin application/library COPYRIGHT and attribution examples to the
-   selected upstream commit; remove template-only setup text. No license change
-   to application code or blanket dependency compatibility claim is authorized.
-5. Replace root orientation with upstream `agents/AGENTS.md` wording while
-   retaining any existing applicable repository instructions. Keep detailed
-   discovery rules in their current agent-policy owner rather than duplicating
-   them in a newly created block.
-6. Insert the adoption guide's Policy Reading Guide and accompanying reading rules
-   into `docs/development.md` verbatim. Remove the blanket architecture-reading
-   instruction; preserve contributor commands and component-specific task rows.
-   Adjust cross-links that would otherwise contradict selective reading.
-7. Expand the single policy attribution entry to identify all `docs/policy/`
-   documents, adapted root orientation, and the copied Policy Reading Guide in
-   `docs/development.md`. Scope the COPYRIGHT CC-BY-SA notice to those materials,
-   not unrelated contributor prose or application documentation. Keep the material
-   sentence factual and concise; retain the pinned upstream credit links.
-8. Find and repair local links to policy headings renamed by adoption, including
-   the release correction heading. Do not edit published historical release
-   notes to retrofit new headings or licensing conventions.
-
-**Validation and completion:** Compare all seven policies to the pinned source;
-review every substantive difference against the roadmap's justified variations.
-Check versions (1.3, 1.3, 1.11, 1.3, 1.4, 1.0, 1.8 for agents, architecture,
-documentation, testing, release, meta, OSS respectively), file-specific source
-links, removed template sections, example destinations, ownership consistency,
-and selective reading. Temporary pending release/attribution implementation is
-completed by the following stages; do not create scaffolding for it.
-
-## Stage 3 — Complete Component Attribution and README Navigation
-
-**Completed:** 2026-09-28. Both CGO-disabled Linux target dependency lists
-selected the same eight production modules. Inspected their selected source
-notices and copied assets, excluded test-only dependencies, and resolved the
-Go 1.25.5 source tag and its four incorporated vendored modules. Added 14
-House Format entries including policy provenance, complete applicable license
-texts, and the README footer. Checked 33 pinned source and notice destinations,
-license bytes, local links, entry shape, and `git diff --check`.
-
-**Files:** `docs/oss/attribution.md`, applicable texts under
-`docs/oss/licenses/`, and `README.md`. Add factual exception treatment to the OSS
-policy only if the actual inventory uncovers a concrete need.
-
-1. Inventory actual incorporated material using the selected modules, production
-   package dependencies for both Linux targets, source/assets, and shipped Go
-   runtime. Use `go list -deps` for `./cmd/audita` with `CGO_ENABLED=0` and each
-   target architecture, plus source inspection for copied material. Inspect test
-   dependencies where relevant to included material; a go.mod entry or tool use
-   alone is not sufficient reason for attribution. Do not change go.mod/go.sum.
-2. At the planning baseline, production dependencies include ConfigKit v0.4.1,
-   PromptKit v0.11.1, both catalogs v2.20260926.0, jsonschema/v6 v6.0.2,
-   yaml/v4 v4.0.0-rc.6, x/text v0.14.0, and yaml.v3 v3.0.1. Start with the four
-   verified source commits recorded in the feature roadmap; resolve remaining
-   module versions to exact source commits and inspect their COPYRIGHT, LICENSE,
-   NOTICE, PATENTS, and relevant bundled material as applicable. Account for
-   additional material discovered in that inspection rather than treating this
-   starting list as an exhaustive guarantee.
-3. For the Go runtime, use the release build's configured Go 1.25.5 source tag
-   and resolve it to its full source commit. Do not silently substitute the
-   inspecting agent's installed toolchain (Go 1.26.8 during planning). Preserve
-   actual runtime/standard-library notices, including relevant bundled third-party
-   material. Document maintenance of this entry when the distributed toolchain
-   changes; do not pin new toolchain behavior or reject other supported local Go
-   versions merely to simplify attribution.
-4. Add entries following OSS 1.8 exactly, with selected module/version or material
-   scope where useful. Preserve supplied copyrights and accurate license
-   expressions; use the prescribed link labels and `[Source](COMMIT_URL).`
-   spelling. Keep policy attribution first. Order other entries consistently by
-   project name; ordering is presentation, not a new public contract.
-5. Copy applicable complete standard texts from verified sources, using the
-   pinned reference collection where applicable. Share identical standard texts
-   and include required companions (LGPLv3 and GPLv3 for the two libraries).
-   Include upstream commit links when a file contains project-specific material
-   in addition to standard wording. Preserve existing incorporated notices.
-6. Apply the adopted house interpretation for project-specific notice links.
-   Put concrete exception reasoning in OSS policy or an appropriate decision
-   record, never in attribution. Do not add missing-copyright filler, research
-   narratives, inferred licensing choices, or legal conclusions to entries.
-7. End README with the two OSS statements, identifying Audita as GPL v3.0 or later
-   and linking to `COPYRIGHT` and `docs/oss/attribution.md`. The linked grant owns
-   the separately licensed policy scope; no duplicated notice list is needed.
-
-**Validation and completion:** Inspect entries against selected source evidence,
-resolve every source/notice commit and path, compare standard license bytes, and
-check local links. Confirm that actual distributed material is accounted for
-without blindly including dependency graph or development-tool entries. Record
-concise inventory/check evidence under this stage; no new SBOM, scanner, durable
-inventory generator, or test suite is required.
-
-## Stage 4 — Integrate Release Notes and Finish Cross-Document Validation
-
-**Completed:** 2026-09-28. Wired the checked-in release note into the hosted
-release plugin, documented immutable-tag notice links and release preparation,
-repaired the specified historical roadmap references, and marked the feature
-roadmap implemented. Parsed the YAML, substituted `v2.0.0` to a tracked note,
-checked non-overwrite settings and candidate footer paths, reviewed all seven
-policies against the pinned source, and checked repository-local Markdown links
-and `git diff --check`. Hosted execution awaits the next real release.
-
-**Files:** `.woodpecker/release.yml`, `docs/release.md`, affected documentation
-links, `docs/roadmap/policy.md`, and this plan. Repair the historical references
-specified below; do not retire unrelated roadmaps in this sprint.
-
-1. Add this setting to the existing `publish-release` step:
-
-   ```yaml
-   note: docs/releases/${CI_COMMIT_TAG}.md
-   ```
-
-   The [official release-plugin documentation](https://woodpecker-ci.org/plugins/release)
-   supports a file path in `note`; the
-   [environment reference](https://woodpecker-ci.org/docs/usage/environment)
-   makes `CI_COMMIT_TAG` available for configuration substitution. These interfaces
-   were checked during planning. Use the checked-out tagged note directly; no
-   generator, custom publisher, or additional dependency is needed. Preserve
-   `overwrite: false`, `file-exists: skip`, existing assets/checksum settings,
-   secret reference, image, and step dependency.
-2. In `docs/release.md`, add the footer preparation instruction with this pattern
-   (substitute the selected release version for `<version>`):
-
-   ```markdown
-   [COPYRIGHT](https://gitea.maximumdirect.net/eric/audita/src/tag/<version>/COPYRIGHT) | [LICENSE](https://gitea.maximumdirect.net/eric/audita/src/tag/<version>/LICENSE) | [ATTRIBUTION](https://gitea.maximumdirect.net/eric/audita/src/tag/<version>/docs/oss/attribution.md)
-   ```
-
-   Explain that the plugin uses the checked-in note for new hosted releases and
-   preserves existing release information on retries. Keep old notes and pages
-   intact. Validate intended paths locally during preparation; do not add remote
-   footer checks, a footer parser, or a new release-script gate.
-3. Align the runbook with the adopted policy: retain `origin`, `main`, atomic
-   source/tag publication, one offline validation pass, required Linux builds,
-   optional check mode, and asynchronous immutable delivery retries. Reference
-   the policy for requirements rather than introducing additional ones. Add
-   proportionate completed-roadmap retirement guidance for future release
-   preparation without making it a script-enforced condition. No release script
-   change is expected from this adoption.
-4. Repair both current-plan links in `decision-set-reconciliation.md` to the
-   historical plan at the full Audita planning baseline listed above. Remove
-   the stale sentence in `library-adoption.md` saying the current implementation
-   plan covers span deletion. Preserve historical records and deferred work.
-5. Review the final adoption diff against upstream and the feature roadmap.
-   Check all policy source metadata, template removal, local exception reasons,
-   copied-material scope, license text fidelity, local links/anchors, and pinned
-   upstream destinations. Ensure the feature roadmap records implemented status
-   only after its accepted outcomes are achieved.
-6. Parse/review the affected YAML using an available YAML parser or Woodpecker
-   linter. Substitute a representative existing release tag locally and confirm
-   the note path resolves to the tracked note; old notes need not have the new
-   footer. Check a temporary example of the new footer against candidate paths.
-   Verify non-overwriting publication settings remain unchanged. Do not call the
-   forge to create a test release, run a plugin with production credentials, or
-   wait for CI. Static configuration and documented plugin-interface validation
-   are sufficient for this wiring change; report that hosted execution awaits
-   the next real release rather than claiming it was exercised.
-
-**Validation and completion:** Run `git diff --check`, review staged content and
-all affected links, and record the final verification evidence. No full Go suite
-or build matrix is required when only documents and the note setting changed.
-If an actual release-script behavior change becomes necessary, justify its
-scope and run focused `go test ./scripts` coverage for that behavior rather than
-inventing additional release gates. Commit the completed work; leave a clean
-workspace without publishing.
-
-## Open Questions
-
-None requiring a policy or design decision before implementation. The upstream
-revision, local exceptions, attribution arrangement, target documents, and
-release-body mechanism are selected. Exact component notice details and source
-revisions are factual verification work in Stage 3, not permission gates. If
-that inspection reveals an uncovered obligation, follow the adopted exception
-procedure and identify the concrete decision instead of silently expanding scope.

docs/roadmap/library-adoption.md

@@ -1,128 +0,0 @@
-# Coordinated ConfigKit and PromptKit Adoption
-
-**Last updated:** 2026-09-28
-
-**Status:** Production implementation complete. ConfigKit v0.4.2 and PromptKit
-v0.11.2 are adopted; [historical implementation evidence](https://gitea.maximumdirect.net/eric/audita/src/commit/cb405f6/docs/roadmap/implementation.md) records the
-completed checks. Release compliance and publication remain separate work.
-
-## Goal and Ownership
-
-Adopt ConfigKit and PromptKit to align Audita with the application suite's shared
-configuration and LLM execution conventions. Consistency is the primary benefit;
-removing overlapping application infrastructure is a secondary benefit. Preserve
-Audita's transcript-correction capabilities and domain protections.
-
-| Owner | Responsibilities |
-| --- | --- |
-| ConfigKit | Strict application configuration loading, presence/default semantics, explicit overrides, recorded resolution, secret references, and safe inspection |
-| PromptKit | Prompt/profile formats and rendering, provider calls, structural output validation and repair, transient retries, engine-local backend admission, and execution observations |
-| Audita | Setting meanings, file/CLI selection, role/profile association, normalization/chunking, ordered modules, domain validation, correction application, reports, diagnostic redaction, and artifact lifecycle |
-
-The [configuration roadmap](configkit.md) owns configuration and inspection policy.
-The [boundary findings](library-boundary-findings.md) own the selected defaults,
-full migration inventory, failure mapping, and prototype evidence. The selected
-production versions are ConfigKit v0.4.2 and PromptKit v0.11.2, with Go 1.25.5 as
-the minimum. Use published modules, never sibling checkouts or local replacements.
-The existing YAML dependency remains while glossary parsing needs it.
-
-## Migration Posture
-
-This is an intentional breaking transition targeting Audita v2.0.0. No backward
-compatibility is required for existing installations, config files, CLI flags,
-environment overlays, or inspection output. Provide one migration guide, without
-legacy loaders, aliases, dual modes, or automatic conversion tooling.
-
-Both libraries belong to one refactor. Intermediate commits need not build or run;
-there is no supported intermediate product state. No temporary adapters, compatibility
-shims, or processing gates are needed. The complete application must work and pass
-its checks before the refactor is finished. Release compliance and publication
-come last, with no intermediate public release.
-
-## Configuration and Execution Target
-
-ConfigKit selected overlays enable a testing configuration that chooses cheaper or
-faster models. The example selects both proposal and validation profiles. ConfigKit
-application overlays and PromptKit execution profiles remain separate concepts.
-Complete operator-maintained profiles own model/generation controls; embedded
-application prompts and schemas are not operator-selected files. No catalog wiring,
-profile-inheritance feature, ConfigKit imports, or secret-directory bootstrap is
-part of this migration.
-
-Capacity controls serve two needs: respecting a local service's hard simultaneous-
-query limit and bounding concurrent paid API activity. One finite limit per backend
-is shared across both roles and every initial, retry, and repair attempt. Limits
-are engine-local, not coordinated across processes. No additional global or
-per-role limiter or fine-grained scheduling policy is required. Profiles must use
-registered backends and ConfigKit-resolved credentials; endpoint-only bypass and
-competing profile credential lookup are excluded.
-
-Structural repair is enabled by default for both roles because additional attempts
-to obtain valid output are desired. Transient retries and structural repairs have
-separate budgets; explicit zero disables the respective behavior. Each generation,
-including a repair, receives its own transient-retry budget. The Audita logical-call
-deadline covers preparation, waiting, backoff, all generations, and repairs; profile
-HTTP timeouts apply per attempt. Exact defaults and bounds are in the
-[selected contract](library-boundary-findings.md#configuration-and-profile-contract).
-No Audita outer retry loop restores the old broader retry policy.
-
-Audita retains all four correction modules, five LLM-validator prompts,
-deterministic validators, confidence/applicability checks, glossary protection,
-validation batching/cardinality, deterministic proposal and ledger ordering,
-transcript encoders, and artifact retention. PromptKit-valid JSON still passes
-Audita's domain checks. Repair exhaustion, provider failure, and domain rejection
-follow the [selected failure table](library-boundary-findings.md#execution-and-failure-mapping).
-Retention and transcript timestamp changes remain separate work; this migration
-resolves the [retry-count follow-up](runtime-behavior.md).
-
-## Reporting and Diagnostic Target
-
-Keep stable Audita-owned serialized records; do not expose raw library structs.
-Use process report schema `v2` with the existing domain outcomes and a new
-`llm_summary` separating logical calls, dispatched provider attempts, transient
-retries, structural repairs, and usage. Transcript schema versions remain unchanged.
-The implementation plan specifies the concrete new fields and artifact wiring.
-
-Usage distinguishes known zero, unknown, and incomplete totals. Preserve observations
-from failed calls even when no final result exists. Count terminal totals once;
-attempt observations provide diagnosis without being added to those totals again.
-This is operational evidence, not a complete billing ledger.
-
-Replace global/role scheduler utilization with per-backend configured capacity and
-observed queue/generation/retry/logical-call timing. Do not fabricate measurements
-that the event API does not provide. Keep domain timing and deterministic correction
-ledger ordering. Record prompt definition/rendered hashes and selected profile/model
-without promising the old hash values. Callbacks are short, concurrency-safe, and
-free of blocking I/O or waits on their own execution.
-
-Effective configuration and selected-profile snapshots remain distinct safe views.
-Secret values must not escape through inspection, logs, reports, runtime errors,
-or retained diagnostic files. Observation records exclude payloads, URLs, raw
-provider messages, prompts, and credentials. Existing artifact lifecycle and
-partial-failure handling remain Audita responsibilities.
-
-## Completion Criteria and Release Boundary
-
-- Both libraries own their selected responsibilities in the production application.
-  Superseded loaders, transport, renderers, schedulers, aliases, and the isolated
-  prototype are gone once its useful evidence is represented in production tests.
-- Offline tests prove configuration-to-execution routing for both roles, selected
-  overlays and explicit overrides, shared backend capacity, retry/repair outcomes,
-  cancellation/deadlines, domain decisions, redaction, and truthful partial reports.
-  Tests exercise real internal collaborators and controlled HTTP boundaries.
-- Maintained examples and canonical docs describe the implemented final model.
-  One migration guide covers files, flags, environment inputs, profiles, credentials,
-  overlays, inspection, and changed runtime/report/diagnostic semantics.
-- The assembled application passes its required checks; Linux amd64 and arm64 build.
-  macOS arm64 remains best effort. No live-provider or CI-success gate is added.
-
-PromptKit v0.11.0's reviewed retry, observation, and capacity APIs remove the earlier
-upstream feature prerequisites; no upstream edit is required for adoption. The
-prototype proved representative behavior, not release compliance or model quality.
-
-The selected PromptKit release uses LGPL-3.0-or-later. A later release unit must
-review the actual production dependency graph and distribution requirements,
-including notices and source/rebuild materials, before binary publication. This
-implementation plan does not claim that review is complete. Release publication
-uses the existing [procedure](../release.md) and completes on successful source/tag
-push, without waiting for CI or artifact delivery.

docs/roadmap/library-boundary-findings.md

@@ -1,392 +0,0 @@
-# Shared Library Boundary: Decisions and Evidence
-
-**Status:** Boundary and offline prototype completed, 2026-09-23. Selected prototype contract and proposed
-production migration target; not the current Audita configuration contract.
-The [bounded roadmap](library-boundary.md) owns scope and completion criteria.
-
-**Subsequent scope decision:** The [ConfigKit overlay plan](configkit.md#selected-overlays-for-testing)
-adds optional selected overlays, with v0.4.0 as the migration baseline. It supersedes
-the original no-overlay decision and adds an input layer between the main file and
-explicit setting overrides. The v0.3.1 prototype results below remain historical
-evidence; they do not establish overlay integration.
-
-## Selected Boundary
-
-The former prototype is retained in Git history at `590604b`; it was a separate
-Go module using published ConfigKit v0.4.0, PromptKit v0.11.0, and
-Audita v1.1.0. The Audita dependency lets this consumer reuse actual internal domain
-helpers through its Audita module namespace without a local replacement. It does
-not make those internal packages a new public API. Remove this dependency along
-with the prototype after equivalent production integration tests landed.
-
-The initial prototype results below were recorded with ConfigKit v0.3.1. On
-2026-09-24, upgrading only its ConfigKit pin and sums to v0.4.0 required no source
-changes. With Go 1.26.8 on linux/amd64, the nested offline `go test ./...` passed
-and `go run .` still reported one accepted correction, four attempts, zero
-transient retries, and two structural repairs. This verifies the dependency
-upgrade, not selected-overlay behavior.
-
-ConfigKit owns loading, presence, explicit overrides, secret resolution, and
-redacted effective settings. PromptKit owns profile parsing, rendering, provider
-execution, transient retries, structural repair, and backend admission. Audita
-owns file selection, setting meanings, role selection, domain acceptance, and
-mapping execution facts into reports. Production CLI and runtime remain unchanged.
-
-## Configuration and Profile Contract
-
-Selected for the prototype and recommended for production:
-
-- Main YAML requires integer `version: 2`; absent, null, unknown fields, and older
-  versions fail. No legacy parser, aliases, environment overlays, or automatic
-  conversion. Defaults precede the selected file; explicitly supplied CLI settings
-  become ConfigKit overrides. Validation runs on the resolved result, so an override
-  may repair an invalid lower-precedence setting when decoding succeeds.
-- Production file selection: explicit `--config`, then
-  `/usr/local/etc/audita/config.yml`, then `/etc/audita/config.yml`. Select one file;
-  do not merge them. Missing system files are skipped; explicit missing or empty
-  paths and inaccessible selected files fail. No selected file fails with a request
-  to configure backend/profile selection: no hidden provider or model default.
-  Remove `AUDITA_CONFIG`. The prototype loads its explicit fixture only; discovery
-  and command parsing belong to the ConfigKit implementation stage.
-- `profiles_dir` defaults to `profiles`, resolved relative to the selected main
-  configuration file, with absolute paths accepted. PromptKit reads that directory.
-  Prompts and schemas are application-embedded, not operator-selected prompt files.
-  The prototype uses complete application-owned profile files. Catalog profiles and
-  profile inheritance are not needed for this migration; do not add catalog wiring.
-- `backends.<id>.endpoint` is required. Use one application backend identity per
-  service capacity pool. Do not split proposal and validation into different backend
-  IDs when they use the same service. Limits are engine-local, not shared across
-  multiple Audita processes or other applications.
-- `backends.<id>.concurrency` defaults to **1**, must be positive, and is shared by
-  both roles and all initial/retry/repair attempts. Operators can select **4** for
-  the described local backend or a suitable finite paid API limit. There is no
-  additional global or per-role limiter. `queue_capacity` defaults to **1024**,
-  following PromptKit; non-negative, with zero meaning no waiting admission.
-  This is an operational escape hatch rather than a second scheduling hierarchy.
-- `backends.<id>.credential` is an optional ConfigKit secret reference: a scalar
-  environment variable name. Omission or null means no credential. A supplied
-  reference must resolve to a nonempty value, including during validation and
-  inspection. There is no direct key field or CLI key flag. ConfigKit resolves it
-  once and Audita supplies `RunRequest.APIKey`. Profiles must not introduce another
-  `api_key_env` lookup. Backend credentials also support unauthenticated local use.
-- Profiles own model, temperature, output token limit, top-p, per-generation timeout,
-  service tier, reasoning effort, and extra provider parameters using PromptKit's
-  format. They select the application `backend`; their effective endpoint must
-  equal that backend's endpoint. Endpoint-only execution is rejected because it
-  bypasses the requested finite capacity boundary. A named registered backend is
-  mandatory even if both roles use the same profile.
-- `llm.proposal_profile` is required. Omitted `llm.validation_profile` inherits the
-  final proposal profile as a whole, with ConfigKit recording the derivation.
-  Explicit empty or null values fail; no individual model/endpoint/key inheritance.
-- `llm.transient_retries` defaults to **2** additional attempts per generation;
-  explicit zero disables retries; negative is invalid. PromptKit owns which failures
-  are eligible. Do not add an Audita retry loop.
-- `llm.repair_attempts` defaults to **2** additional generations for both roles;
-  explicit zero disables repair when deliberately requested. PromptKit supports
-  0–3. Positive defaults are exercised in the prototype. Audita owns this common
-  setting and supplies a complete request output contract with the role's embedded
-  schema, avoiding separate user-facing repair defaults in each prompt.
-- `llm.operation_timeout` defaults to **15m**, must be positive, and uses a Go
-  duration string. It starts before each logical proposal/assessment call and covers
-  preparation, capacity waiting, transient backoff, generation, and repairs. It is
-  separate from whole-process cancellation. Profile `timeout_seconds` defaults to
-  PromptKit's **600** seconds and is applied afresh to each built-in HTTP attempt.
-  It does not bound the combined retry/repair sequence. A stricter caller/transport timeout can
-  also end execution. The two defaults are selected starting points, not throughput
-  measurements. With the default T=2 and R=2, each logical call dispatches at most
-  **9** attempts before deadline/cancellation; proposal plus assessment may use 18.
-- Omission retains static defaults or invokes the recorded role/backend derivations.
-  Null is not a general synonym for omission: nonoptional scalars reject it. Optional
-  credentials and the future optional section target accept null. Explicit empty
-  module lists will mean an empty correction pipeline, not “restore defaults.”
-  Repeated modules retain their existing ordered meaning.
-- The original prototype disabled ConfigKit imports, selected configuration layers
-  (then called configuration profiles), and secret-directory bootstrap. Selected
-  overlays are now verified under the linked overlay decision; the other two
-  features remain disabled. PromptKit execution profiles retain their meaning.
-
-Configuration validation/inspection must assemble and inspect both selected profiles
-without provider calls. ConfigKit's effective YAML describes only its loaded state;
-a separate selected-profile view shows effective model controls/backend selection.
-Do not imply either snapshot alone represents the full execution configuration.
-The prototype exercises the two APIs but does not implement production subcommands.
-Do not serialize raw profile/library objects as a permanent Audita report schema.
-
-## Migration Inventory
-
-This inventory covers the current configuration and process flags documented in
-[configuration](../config.md) and [CLI](../cli.md), including environment-only fields.
-“Retain” below means retain domain meaning in the new schema, not accept old files.
-All legacy environment overlays listed afterward are removed.
-
-| Current file field / setting | Current CLI flag(s) | Target and rationale |
-| --- | --- | --- |
-| File selection | `--config` | Retain explicit invocation flag; discovery described above. |
-| Transcript input | positional path | Invocation only; retain one transcript path. |
-| Glossary input | `--glossary` | Invocation only; retain required glossary path. |
-| Corrected output | `--output` | Invocation only; retain stdout fallback. |
-| Report output | `--report-json` | Invocation only; retain separate report file. |
-| `pipeline.modules` | `--modules` | Retain sequence/default `[glossary, homophones, glossary, spoken_word, grammar]`; explicit empty clears rather than inherits. |
-| `output.schema` | `--output-schema` | Retain encoder selection/default `bare-segments`. |
-| `llm.proposal.base_url`, `llm.validation.base_url` | `--base-url`, `--validation-base-url` | Replace with backend endpoint; remove per-role endpoint flags. |
-| Both `llm.*.model` | `--model`, `--validation-model` | Replace with profile model; new `--proposal-profile` / `--validation-profile` select whole profiles. |
-| Both `llm.*.api_key_env`, direct runtime keys | `--llm-api-key`, `--validation-llm-api-key` | Replace with backend ConfigKit secret reference; remove direct key flags. |
-| Both `llm.*.timeout` | `--llm-timeout-seconds`, `--validation-llm-timeout-seconds` | Replace with profile `timeout_seconds`, plus `llm.operation_timeout`; no duplicate timeout flags. |
-| Both `llm.*.max_retries` | `--max-retries`, `--validation-max-retries` | Replace with common `llm.transient_retries` and distinct `llm.repair_attempts`; remove misleading old flags. |
-| `concurrency.total_llm` | `--total-llm-concurrency`, `--llm-concurrency` | Replace with per-backend concurrency; remove global/alias flags. |
-| `concurrency.proposal_llm`, `concurrency.validation_llm` | `--proposal-llm-concurrency`, `--validation-llm-concurrency` | Remove role budgets; shared backend handles service capacity. |
-| Validation prompt budget (no old YAML field) | `--validation-max-prompt-tokens` | Add `validation.max_prompt_tokens`, default 2048, positive; retain explicit flag override. Audita owns batching. |
-| `chunking.target_sections` | `--target-sections` | Retain optional positive target; omission/null means automatic, zero invalid. |
-| `chunking.max_section_tokens` | `--max-section-tokens` | Retain 8192, positive. |
-| `chunking.min_section_tokens` | `--min-section-tokens` | Retain 2048, positive, no greater than maximum. |
-| `normalization.max_segment_gap` | `--normalize-max-segment-gap` | Retain 4.0 numeric seconds, non-negative; drop alternate YAML duration syntax for these domain numeric fields. |
-| `normalization.ellipsis_gap` | `--normalize-ellipsis-gap` | Retain 3.5 numeric seconds, non-negative. |
-| `normalization.max_segment_duration` | `--normalize-max-segment-duration` | Retain 60.0 numeric seconds, positive. |
-| `normalization.max_segment_tokens` | `--normalize-max-segment-tokens` | Retain 2048, positive. |
-| `thresholds.glossary` | `--glossary-confidence-threshold` | Retain 0.8 in [0,1]. |
-| `thresholds.homophones` | `--homophones-confidence-threshold` | Retain 0.8 in [0,1]. |
-| `thresholds.spoken_word` | `--spoken-word-confidence-threshold` | Retain 0.8 in [0,1]. |
-| `thresholds.grammar` | `--grammar-confidence-threshold` | Retain 0.8 in [0,1]. |
-| `context.description` | `--transcript-description` | Retain trimming and 500-byte limit; empty clears context. |
-| `diagnostics.work_dir` | `--work-dir` | Retain `/tmp/audita`, nonempty; artifact lifecycle remains Audita-owned. |
-| `diagnostics.retention` | `--work-dir-retention` | Retain `auto` default and selection; existing `never` follow-up is separate. |
-| Help/version/config commands | `--help`, `-h` | Retain command purpose; help should parse before loading configuration. Effective-config output intentionally becomes ConfigKit YAML, not legacy JSON. |
-
-Retained setting flags become explicit ConfigKit overrides only when supplied;
-CLI parser defaults must not overwrite file values. Normalization flag values stay
-numeric seconds. Domain values convert into existing domain structs after validation;
-do not spread ConfigKit or PromptKit types into correction algorithms.
-
-Complete environment removal map (names remain permissible if explicitly named as
-secret references; none have implicit configuration meaning):
-
-| Old environment names | Replacement |
-| --- | --- |
-| `AUDITA_CONFIG` | File selection above. |
-| `AUDITA_MODULES` | `pipeline.modules` / explicit flag. |
-| `AUDITA_LLM_API_KEY`, `OPENROUTER_API_KEY`, `AUDITA_VALIDATION_LLM_API_KEY` | Explicit backend credential references; no implicit fallback. |
-| `AUDITA_MODEL`, `AUDITA_VALIDATION_MODEL` | Profile files and role selection. |
-| `AUDITA_BASE_URL`, `AUDITA_VALIDATION_BASE_URL` | Backend endpoints. |
-| `AUDITA_LLM_TIMEOUT_SECONDS`, `AUDITA_VALIDATION_LLM_TIMEOUT_SECONDS` | Profile timeout and operation deadline. |
-| `AUDITA_MAX_RETRIES`, `AUDITA_VALIDATION_MAX_RETRIES` | Common transient/repair settings. |
-| `AUDITA_TOTAL_LLM_CONCURRENCY`, `AUDITA_LLM_CONCURRENCY`, `AUDITA_PROPOSAL_LLM_CONCURRENCY`, `AUDITA_VALIDATION_LLM_CONCURRENCY` | Backend concurrency; remove alias/role budgets. |
-| `AUDITA_VALIDATION_MAX_PROMPT_TOKENS` | `validation.max_prompt_tokens` / explicit flag. |
-| `AUDITA_TARGET_SECTIONS`, `AUDITA_MAX_SECTION_TOKENS`, `AUDITA_MIN_SECTION_TOKENS` | Corresponding chunking fields / flags. |
-| `AUDITA_NORMALIZE_MAX_SEGMENT_GAP`, `AUDITA_NORMALIZE_ELLIPSIS_GAP`, `AUDITA_NORMALIZE_MAX_SEGMENT_DURATION`, `AUDITA_NORMALIZE_MAX_SEGMENT_TOKENS` | Corresponding normalization fields / flags. |
-| `AUDITA_GLOSSARY_CONFIDENCE_THRESHOLD`, `AUDITA_HOMOPHONES_CONFIDENCE_THRESHOLD`, `AUDITA_SPOKEN_WORD_CONFIDENCE_THRESHOLD`, `AUDITA_GRAMMAR_CONFIDENCE_THRESHOLD` | Corresponding threshold fields / flags. |
-| `AUDITA_WORK_DIR`, `AUDITA_WORK_DIR_RETENTION` | Diagnostics fields / flags. |
-
-## Execution and Failure Mapping
-
-The executable uses grammar proposal plus grammar review, current response schemas,
-current hardening text, transcript-section/description helpers, proposal preview, and
-actual decision-cardinality enforcement from Audita v1.1.0. PromptKit renders the
-adapted templates; the custom HTTP transport supplies OpenAI-compatible responses.
-The prototype pre-expands Audita's `hardening` template function into the embedded
-PromptKit definitions; it passes existing named string variables unchanged. No
-provider, paid call, or injected high-level LLM client participates.
-
-Generated JSON is structurally validated/repaired by PromptKit before Audita decodes
-it. Audita then checks proposal applicability, confidence, and decision identity and
-cardinality. The demonstration previews corrections without mutation. Production
-retains every module's full validator chain, glossary protection, batching, and
-apply-time checks; the representative prototype does not claim to replace them.
-
-| Outcome | Section/batch effect | Overall run |
-| --- | --- | --- |
-| Structural repair succeeds | Continue domain validation. | Normal execution. |
-| Proposal repair exhausted | No proposals from this section; malformed-output warning. | Continue other work; successful completion may include warnings. |
-| Assessment repair exhausted | Reject this batch; malformed-output warning. | Continue other work. |
-| Schema-valid invalid/missing/duplicate decision indices | Reject batch and warn; no semantic retry/repair. | Continue other work. |
-| Inapplicable/low-confidence proposal or negative assessment | Reject affected proposal; preserve domain reasons. | Continue other work. |
-| Provider failure, retry exhaustion, transport or malformed HTTP response | Stop affected operation; retain available observations. | Runtime failure; cancel remaining work, retain existing Audita diagnostic handling. |
-| Deadline, caller cancellation, capacity admission failure | Stop affected operation; no outer retry or fabricated output. | Runtime failure with distinct classified cause. |
-| Invalid settings/profile/schema setup | Fail before processing where detectable. | Configuration error for user input, runtime error for broken embedded assets. |
-
-Zero transient retries produces one ordinary provider failure, not
-`ErrRetriesExhausted`; the latter signals an exhausted **positive** budget.
-Provider failures retain a typed cause. Do not expose raw provider messages through
-user diagnostics: continue Audita's separate secret-redaction boundary. A failed
-logical call may return no result while its observations still record completed
-attempts or an earlier successful generation. Already completed domain results can
-remain in diagnostics; failure must not be presented as a fully corrected output.
-
-## Observation and Report Handoff
-
-The prototype maps library events into Audita-owned records under a short mutex.
-Records contain logical run/role/backend/profile identity, generation and attempt
-indices, dispatch state, queue/generation/retry/wall timing, classified outcomes,
-HTTP status, exhaustion, repair/retry counts, and each usage field's value,
-knownness, and completeness. It omits URLs, credentials, payloads, raw provider
-errors, and prompt text. Identifiers themselves are metadata, not a secret channel.
-
-Use terminal records once for logical totals; retain attempt records for diagnosis
-without adding them to terminal totals. A known zero is distinct from unknown;
-partial totals remain incomplete after unmetered failed attempts. These observations
-are not a billing ledger. Callback code must not wait on its own run's progress.
-
-Production report changes must distinguish logical calls from dispatched provider
-attempts. Replace scheduler utilization fields based on global/proposal/validation
-pools with per-backend admission/active timing. Preserve deterministic ledger and
-validator ordering. Map prompt definition/rendered hashes and selected profile/model
-into request metadata, but do not promise equality with legacy prompt hashes or
-serialize PromptKit's raw event struct as the stable report contract. Update the
-output integration reference, report mapper tests, and downstream migration guide
-when the production representation is implemented.
-
-## Verification and Remaining Handoff
-
-The focused matrix is implemented in the nested module:
-
-| Roadmap scenario | Evidence |
-| --- | --- |
-| Successful assembled path | `go run .`; `TestWorkflowBoundaries/repair_both_roles`; actual Audita domain helpers and both selected profiles. |
-| Presence, overrides, inheritance | `TestConfigurationContract`: omitted role/backend values, explicit zero, null/empty, version, unknown keys, and explicit overrides. |
-| Credentials | Missing/unset and empty references fail; optional null accepted; effective/profile inspection redacted; HTTP authorization verified; no secret/prompt text in observations. `TestProfilesRespectSharedBackendBoundary` rejects competing lookup and capacity bypass. |
-| Both roles repaired | `repair_both_roles`: four attempts, two repairs, one accepted correction. |
-| Repair exhausted | Proposal and assessment exhaustion subtests: bounded counts and selected warning/rejection outcomes. |
-| Semantic boundary | Missing span, missing/duplicate decision indices, negative assessment; no semantic repair loop. |
-| Retry/zero/exhaustion | 429 recovery, zero-budget 503, positive-budget exhaustion after completed proposal; typed error assertions. |
-| Combined budgets | 503 → invalid JSON → repair 503 → valid proposal → assessment: five attempts, two transient retries, one repair. |
-| Shared capacity | `TestSharedCapacityAndRecovery`: caps four and two, both roles, a retry and repair, queue rejection, measured peak equal to cap, later successful call. |
-| Waiting/cancellation/deadline | `TestQueuedCancellationAndDeadline`; `TestDeadlineStopsRetryAfter`: no queued dispatch after cancellation/deadline and a 60-second provider retry delay interrupted by the operation deadline. |
-| Failed-run observations | `TestPartialUsageOnFailedRun`: valid HTTP output with known-zero usage followed by repair failure; nil result, retained events, incomplete known aggregate, correct counts. |
-| Representative assets | `TestRealPromptRenderingParity` compares both rendered message pairs to Audita v1.1.0; `TestSchemaFixturesMatchAudita` compares schema bytes. |
-
-Commands executed from `examples/library-adoption` on Linux amd64 with Go 1.26.8:
-
-```sh
-GOWORK=off go mod download all
-GOWORK=off GOPROXY=off GOSUMDB=off go mod verify
-GOWORK=off GOPROXY=off GOSUMDB=off go run .
-GOWORK=off GOPROXY=off GOSUMDB=off go test -race ./...
-GOWORK=off GOPROXY=off GOSUMDB=off go vet ./...
-```
-
-All passed. The demonstration reports accepted=1, rejected=0, attempts=4,
-transient_retries=0, structural_repairs=2. Module verification reports all modules
-verified. Published tag availability was checked with `git ls-remote --tags` for
-ConfigKit v0.3.1 and PromptKit v0.11.0; successful module acquisition verifies this
-is not merely a local-checkout experiment. The module has no replacements.
-
-The minimum Go 1.25.5 toolchain was also exercised with offline tests and the same
-successful demonstration. The exact installed-toolchain invocation was:
-
-```sh
-GOTOOLCHAIN=local GOWORK=off GOPROXY=off GOSUMDB=off /home/eric/go/pkg/mod/golang.org/toolchain@v0.0.1-go1.25.5.linux-amd64/bin/go test ./...
-GOTOOLCHAIN=local GOWORK=off GOPROXY=off GOSUMDB=off /home/eric/go/pkg/mod/golang.org/toolchain@v0.0.1-go1.25.5.linux-amd64/bin/go run .
-```
-
-An initial attempt to select that cached toolchain through `GOTOOLCHAIN=go1.25.5`
-with checksum verification disabled was rejected by Go's toolchain verifier. Using
-the installed binary with `GOTOOLCHAIN=local` proved offline execution without
-weakening dependency checks. The portable README commands assume an installed
-sufficiently new Go executable on PATH and disable toolchain switching.
-
-From the Audita root, `go test ./...` and
-`go build -o ./bin/audita ./cmd/audita` passed. These check existing production code;
-they do not cover the nested module. Affected relative documentation links,
-inventory coverage, and `git diff --check` were checked separately.
-
-### Findings and Limits
-
-No adoption-blocking upstream API gap was found. Two integration details deserve
-explicit attention: PromptKit's profile GoDoc calls `timeout_seconds` a generation
-deadline, but its built-in HTTP path applies it separately to each attempt; the
-consumer therefore needs the selected total-operation deadline. Also,
-`APIKeyRequired` is an in-memory profile facility, not a profile-YAML field. The
-file-profile design uses the presence of ConfigKit's optional credential reference
-to require local secret resolution; it does not invent a new PromptKit YAML key.
-
-The chosen defaults are proposed operational policy, not measured model-quality or
-cost recommendations. Tests use controlled transport responses and synthetic data;
-they do not establish real provider compatibility, model quality, network behavior,
-throughput, cross-process coordination, complete billing, or release compliance.
-Only the representative LLM-facing subset is implemented in the prototype; the
-inventory specifies the remaining domain fields for the ConfigKit migration.
-Production file discovery, CLI parsing, full module chains, all nine prompts,
-filesystem diagnostics/redaction, and serialized report migration remain their
-assigned production tasks. Those are deliberate scope boundaries, not missing
-claims of completion for the prototype.
-
-The new profile/credential/capacity and deadline choices are explicit above; no
-unresolved upstream requirement prevents starting the ConfigKit implementation
-plan. Production report field names and final runtime wiring are selected in the
-[implementation plan](https://gitea.maximumdirect.net/eric/audita/src/commit/cb405f6/docs/roadmap/implementation.md), following the outcome and observation
-contract here. The coordinated refactor targets both libraries directly; intermediate commits do not require a working legacy runtime.
-
-### Production Implementation Reference
-
-The [implementation plan](https://gitea.maximumdirect.net/eric/audita/src/commit/cb405f6/docs/roadmap/implementation.md) owns ordered production work,
-component changes, tests, and acceptance criteria. The [combined roadmap](library-adoption.md)
-and [configuration roadmap](configkit.md) own the final target. This evidence does
-not require an interim runtime bridge or separately runnable configuration migration.
-
-Retained domain scope includes transcript/glossary schemas, normalization/chunking,
-output encoding, proposals and apply-time checks, deterministic validators, ordered
-modules, LLM-validator batching/cardinality, ledger ordering, and artifact lifecycle.
-The production integration replaces loading, provider execution, prompt rendering,
-and scheduler composition while preserving those responsibilities. Retention and
-timestamp changes remain separate work.
-
-### Distribution Follow-Up
-
-The pinned graph includes ConfigKit, PromptKit, both PromptKit backend catalogs,
-jsonschema/v6, yaml.v3, yaml.v4, x/text, and kr/text (including module/test dependency
-edges). Before distribution, review the actual production dependency graph and
-its license files, including PromptKit/catalog LGPL-3.0-or-later terms. Decide and
-verify the notices, license copies, corresponding library source/modifications,
-and rebuild/relink materials needed for Audita's Go binary/container distribution.
-This unit does not publish binaries or claim that release compliance is complete.
-No upstream relicensing request or library implementation change is required for
-this prototype.
-
-## Selected-Overlay Extension: 2026-09-24
-
-The isolated prototype now pins published ConfigKit v0.4.0. ConfigKit loads
-`overlays/testing.yml` relative to the selected main file; the overlay selects
-complete PromptKit execution profiles from the separate `profiles/` directory.
-The original v0.3.1 observations above are historical and do not prove this
-extension. No production Audita behavior changed.
-
-With Go 1.26.8 on linux/amd64, from `examples/library-adoption/`, these offline
-checks passed with `GOTOOLCHAIN=local GOWORK=off GOPROXY=off GOSUMDB=off`:
-
-```sh
-go test ./...
-go test -race ./...
-go vet ./...
-go run .
-go run . --overlay testing
-go run . --overlay testing --proposal-profile proposal
-```
-
-Each demonstration reported one accepted correction, four attempts, zero
-transient retries, and two structural repairs. The base run selected
-`synthetic-grammar`/`synthetic-review`; testing selected
-`synthetic-grammar-testing`/`synthetic-review-testing`; the explicit proposal
-override restored only `synthetic-grammar`. These are synthetic routing IDs,
-not price, latency, quality, or provider-compatibility measurements.
-
-| Requirement | Consumer evidence |
-| --- | --- |
-| Base, empty/default, testing selection, role overrides, final inheritance, and relative profile resolution | `TestSelectedOverlayConfiguration` loads temporary on-disk layouts and assembles both roles. |
-| Actual base/testing/override HTTP models and repairs | `TestDemonstrationSelectsOutboundModels` captures every request body and matches model IDs to the reported selections and domain outcome. |
-| Missing/invalid selection, version/directive rejection, and ordinary backend-setting validation | `TestOverlayFailuresAndApplicationValidation` checks ConfigKit diagnostic codes and effective backend limits. |
-| Surviving credential resolution, absent/empty failures, null unauthenticated use, and profile-only switching | `TestOverlayCredentialResolutionAndInspection` controls synthetic environment values and observes HTTP Authorization. |
-| Redacted effective output, explanation and metadata origin, profile inspection, and observations | `TestOverlayCredentialResolutionAndInspection` and `TestOverlaySelectionProvenance` inspect safe output and overlay/CLI origins. |
-| Existing retry, repair, domain, capacity, and concurrent-observation behavior | `TestWorkflowBoundaries`, `TestSharedCapacityAndRecovery`, `TestQueuedCancellationAndDeadline`, `TestDeadlineStopsRetryAfter`, and `TestPartialUsageOnFailedRun` pass, including under `-race`. |
-
-Changing a profile does not remove a backend credential reference from the
-effective configuration. ConfigKit validates a surviving reference when only
-profile selection changes. Replacing the reference in an
-overlay resolves only the replacement; explicit null allows unauthenticated use.
-This distinction is part of the selected configuration boundary, not an
-application fallback. Imports and secret-directory bootstrap remain disabled.
-
-The tests use a controlled built-in HTTP transport and synthetic credentials;
-there were no live provider calls. The prototype still covers one representative
-proposal/assessment pair, not all production modules, prompts, CLI paths, or
-diagnostic artifacts. Root `go test ./...` does not run this nested module. No
-upstream API gap appeared in this extension. The [production implementation plan](https://gitea.maximumdirect.net/eric/audita/src/commit/cb405f6/docs/roadmap/implementation.md)
-keeps implementation and release pending.

docs/roadmap/library-boundary.md

@@ -1,269 +0,0 @@
-# Library Adoption: Shared Boundary and Prototype
-
-**Last updated:** 2026-09-24
-
-**Status:** Original boundary-design and offline-prototype unit completed;
-overlay extension and production-planning handoff completed, 2026-09-24.
-The work packages below retain the original scope;
-[decisions, evidence, limitations, and handoff](library-boundary-findings.md)
-record the outcome. The executable prototype was removed after production
-integration; Git history at `590604b` retains it. No publication or upstream
-changes were made in that historical unit.
-
-## Next Unit: Testing Overlays and Production Migration Plan
-
-**Status:** Complete. The [production implementation plan](https://gitea.maximumdirect.net/eric/audita/src/commit/cb405f6/docs/roadmap/implementation.md)
-owns subsequent work; the [overlay findings](library-boundary-findings.md#selected-overlay-extension-2026-09-24)
-record this unit's checks. The original work packages below remain
-historical scope for the completed first unit.
-
-Extend the existing prototype to prove the [selected-overlay contract](configkit.md#selected-overlays-for-testing)
-with ConfigKit v0.4.0, then turn the verified findings into a detailed production
-ConfigKit migration plan. Do not repeat the original inventory or redesign the
-established library boundary without new evidence.
-
-Required work:
-
-- Upgrade only the nested prototype module from ConfigKit v0.3.1 to v0.4.0.
-- Pass an explicit overlay selection through ConfigKit and add `overlays/testing.yml`
-  plus two PromptKit testing profiles. Select both roles and retain one shared
-  finite backend. Synthetic model names demonstrate routing; they do not benchmark
-  real model cost, speed, or quality.
-- Make the offline executable accept overlay and explicit role-profile selections,
-  and show the selected models alongside domain outcomes and retry/repair counts.
-- Verify base/overlay/CLI precedence, role inheritance, invalid selections,
-  surviving credential references, safe inspection, and overlay provenance.
-  Prove the actual HTTP request models for both roles; loading changed strings
-  alone is insufficient evidence.
-- Record new results separately from the historical v0.3.1 findings. Expand the
-  existing ConfigKit roadmap into a concrete production implementation handoff,
-  including final runtime integration and removal of legacy configuration.
-
-Target end state: reviewers can run the prototype with and without the testing
-selection and see both LLM roles switch models. The offline test suite establishes
-that selection, inspection, and execution agree, and the production ConfigKit work
-has bounded tasks with explicit acceptance criteria.
-
-Acceptance criteria:
-
-- The published v0.4.0 dependency is pinned without local replacements; the original
-  no-overlay path and existing integration tests continue to pass.
-- `testing` switches both roles, explicit profile flags override its selections,
-  and omission/empty/`default` retains base selection according to ConfigKit.
-- Invalid overlays fail clearly; inheritance and secret resolution use surviving
-  effective settings. Inspection records overlay origin without disclosing keys.
-- Both selected testing models reach the controlled HTTP transport; structural
-  repair, shared capacity, observations, and Audita domain checks remain active.
-- Updated examples, executable instructions, findings, and a detailed production
-  migration plan are reviewable. Exact verification commands and limitations are
-  recorded, including the fact that root tests do not cover the nested module.
-- Production code, root dependencies, and upstream libraries remain unchanged.
-  No release or live provider call is part of this unit.
-
-This unit ends with a production migration **plan**, not production implementation.
-The ConfigKit → PromptKit → combined release sequence remains unchanged. Imports
-and secret-directory bootstrap remain disabled; PromptKit execution profiles keep
-their existing names and meaning.
-
-## Objective
-
-Define and prove the boundary between Audita, ConfigKit, and PromptKit before
-replacing Audita's production configuration or LLM runtime. This unit covers the
-shared design and representative prototype supporting the
-[coordinated adoption roadmap](library-adoption.md). The
-[ConfigKit roadmap](configkit.md) continues to own the broader configuration scope.
-
-The deliverable is a concrete target contract supported by an offline executable
-prototype, sufficient to implement the ConfigKit migration without subsequently
-redesigning its LLM-facing settings. A successful prototype is not completion of
-either production migration.
-
-## Established Direction
-
-- This is an intentional breaking migration with a migration guide, not legacy
-  configuration support, aliases, or a permanent compatibility mode.
-- ConfigKit owns shared configuration mechanics; PromptKit owns shared prompt and
-  generation mechanics; Audita retains domain meaning and transcript correction.
-- Structural repair is enabled from the outset for proposal and LLM-validator calls.
-  Positive default repair budgets must be selected, not silently left at zero.
-- Transient retries and structural repair are separate. Explicit zero disables
-  transient retries; Audita must not add a second automatic retry loop.
-- One finite concurrency limit per backend protects local capacity and bounds paid
-  API activity. Calls from both roles share that limit. Fine-grained role budgets
-  and an additional global concurrency control are unnecessary.
-- Keep the sequence: boundary/prototype, ConfigKit migration, PromptKit migration,
-  then combined major release. No intermediate public release is planned.
-
-## Scope and Deliverables
-
-| Deliverable | Required result |
-| --- | --- |
-| Configuration inventory and migration map | Every existing setting and invocation option has a proposed destination, replacement, or removal, with rationale. |
-| Boundary specification | One authoritative source for each setting, explicit precedence/defaults, credential flow, runtime conversion, and failure handling. |
-| Representative executable prototype | New-style configuration drives one proposal and one assessment through released libraries and a controlled provider. |
-| Focused behavioral evidence | Retry, repair, capacity, credential, observation, and domain-boundary scenarios below are demonstrated. |
-| Decision and integration handoff | Concrete choices, measured limitations, affected components, removal plan, and next implementation tasks are recorded. |
-
-Do not switch the production CLI to the prototype, migrate every module/prompt,
-redesign transcript/glossary formats, change correction algorithms, modify retention
-or timestamp behavior, or publish a release in this unit. Do not reproduce the
-libraries' full test suites. Upstream changes require a separately scoped task if
-an actual gap is found.
-
-## Work Package 1: Inventory and Decide Ownership
-
-Read the current [configuration](../config.md), [CLI](../cli.md),
-[LLM runtime](../internal/llm-runtime.md), [prompts](../internal/prompts.md),
-[validators](../internal/validators.md), and [output contracts](../integrations/output-files.md).
-Use graph-first discovery to verify the relevant code and tests, especially
-configuration application, prompt construction, structured responses, scheduling,
-and report assembly.
-
-Build a migration table grouped by application/domain settings, invocation state,
-backend settings, execution profiles, output contracts, and inspection. Include
-current environment settings and aliases without treating their existence as a
-requirement to preserve them. Identify report fields whose meanings change when
-one logical generation contains multiple provider attempts.
-
-Resolve these design decisions explicitly:
-
-| Decision | Proposed direction to prove |
-| --- | --- |
-| File selection and version | Audita selects the main configuration and validates a new schema version; specify discovery and the treatment of old versions. |
-| Application versus invocation state | ConfigKit loads persistent settings; Audita parses invocation-only input/output paths and translates explicitly supplied setting flags into supported overrides. |
-| Backend identity | One registration represents the service capacity shared by proposal and validation calls. Avoid separate identities for the same service merely because roles differ. |
-| Endpoint and capacity ownership | Define them once per backend, with finite limits and an explicit policy for waiting capacity/exhaustion. Do not expose endpoint-only unlimited execution accidentally. |
-| Execution profiles | Prefer complete application-owned profiles using PromptKit conventions. Decide their source and selection without duplicating model/settings fields in application configuration. Catalog selection remains a deliberate option. |
-| Role selection and inheritance | Specify how proposal and validation choose profiles, including omission and any inheritance. Do not inherit old behavior solely for compatibility. |
-| Credentials | Prefer one ConfigKit-owned secret-resolution path passed through PromptKit's supported request credential field. Define backend/profile credential association and avoid competing environment lookups. Validate this against profile requirements. |
-| Retry, repair, and deadlines | Assign one owner and explicit defaults for each control. Use positive structural-repair defaults and document combined limits and total-operation scope. |
-| Optional library features | The original prototype omitted imports, selected configuration layers, and secret-directory bootstrap. Selected overlays are now planned for testing; see the [overlay plan](configkit.md#selected-overlays-for-testing). Imports and secret-directory bootstrap remain out. |
-| Inspection | Define effective configuration and selected-profile inspection without implying that one library's snapshot contains the other's complete state. |
-
-Choose concrete field names, example values, defaults, units, and omission/null/zero
-semantics for the prototype. In particular, decide what validation and inspection
-do when configured credentials are unavailable. Classify choices as proposed,
-selected, or unresolved; do not present candidates as implemented contracts.
-
-## Work Package 2: Specify Execution and Reporting Semantics
-
-Document the flow from selected configuration through backend/profile assembly,
-prompt inputs, generation, structural validation/repair, typed decoding, and Audita
-domain validation. Identify which values cross the boundary and which component
-owns each conversion. Keep library types out of unrelated domain code where a
-small existing domain value is sufficient.
-
-Use the current correction-set and validator-decision schemas as representative
-inputs. Reuse domain checks where practical. Select one real proposal/validator
-pair; account for prompt helpers, template variables, shared fragments, and schema
-references rather than testing only an unrelated hello-world prompt.
-
-Record the following distinctions:
-
-- Repair seeks output conforming to its structural contract. Success does not
-  establish semantic correctness or authorize applying a correction.
-- A schema-valid decision set still requires Audita's cardinality and proposal
-  identity checks. Semantic rejection is not automatically another repair request.
-- Exhausted structural repair yields failed content validation; provider failures,
-  retry exhaustion, cancellation, and capacity rejection have separate outcomes.
-- Specify each outcome's intended effect on an Audita section/batch and overall run,
-  including warnings, rejected work, partial domain results, and terminal failures.
-  Preserve domain intent without preserving obsolete transport behavior by accident.
-- For transient retry budget T and structural repair budget R, one logical call can
-  dispatch up to `(T + 1) * (R + 1)` provider attempts. For example, T=2 and R=2
-  permits nine attempts; these illustrative values do not select production defaults.
-- Choose the total-operation deadline scope for a logical proposal or assessment;
-  distinguish it from per-attempt timeouts and whole-process cancellation. Provider
-  retry timing may exceed local backoff, so deadline behavior must be explicit.
-
-Design the Audita observation record and aggregation rules. Include logical-call
-and attempt identity, role/backend correlation, queue/generation/retry timing,
-repair and retry counts, outcomes, and available usage. Preserve unknown/incomplete
-usage rather than inventing zeros or complete costs. Do not add terminal totals to
-attempt totals. Collect events safely across concurrent calls, without blocking
-callbacks on progress by the same run or persisting raw library events as a stable
-Audita schema. Transcript-bearing artifacts remain separately governed by Audita.
-
-## Work Package 3: Build the Bounded Offline Prototype
-
-Use ConfigKit v0.3.1 and PromptKit v0.11.0 as reviewed starting points; verify their
-published availability and APIs before pinning the prototype. Recheck the combined
-Go minimum (the reviewed PromptKit release requires Go 1.25.5). Do not depend on
-sibling checkouts, an active Go workspace, or committed local module replacements.
-
-A proposed home is `examples/library-adoption/` as an explicitly experimental,
-standalone Go module, isolating prototype dependencies from the production binary.
-Confirm this placement during execution. Its README must give exact offline run
-and test commands after dependency acquisition; root `go test ./...` must not be
-claimed to cover a nested module. Keep complete proposed configuration and prompt
-fixtures with it and clearly label them as prototype-only.
-
-The prototype should:
-
-1. Load representative application settings with ConfigKit, using synthetic secret
-   values supplied by the test environment and an application-owned version rule.
-2. Assemble shared backend registrations and proposal/validation profile selections.
-3. Supply representative transcript/proposal inputs to PromptKit definitions and
-   actual response schemas using supported sources.
-4. Use the built-in HTTP generation path with a controlled local endpoint or
-   transport. An injected LLM client alone cannot prove built-in HTTP retry behavior.
-5. Run proposal generation, decode and check candidates, run assessment, and perform
-   the selected Audita decision checks without modifying real transcript files.
-6. Collect selected safe observations and show a compact result understandable to a
-   reviewer, including repaired output and final domain acceptance/rejection.
-
-No paid calls, real credentials, host environment assumptions, persistent caches,
-or general-purpose test framework are needed. Make concurrency and cancellation
-checks deterministic through controlled synchronization. Keep delays bounded and
-use library-supported controls; do not patch library internals to make tests pass.
-
-## Focused Verification Matrix
-
-| Scenario | Evidence required |
-| --- | --- |
-| Successful assembled path | ConfigKit-loaded selections drive both real prompt roles through PromptKit and Audita checks. |
-| Presence, overrides, and inheritance | Representative omission, explicit values, and role selection follow the proposed contract; unknown fields and unsupported versions fail clearly. |
-| Credentials | Required missing/empty references fail as intended; controlled calls receive the chosen synthetic credential; inspection and observations do not expose it. |
-| Structural repair succeeds | Invalid proposal output and invalid assessment output are repaired in their respective workflows; positive budgets are actually exercised. |
-| Repair exhausted | Repeated invalid output produces the selected Audita outcome and accurate accounting, without an unbounded outer retry. |
-| Domain rejection | Structurally valid but unacceptable correction or decision is rejected by Audita, demonstrating the semantic boundary. |
-| Transient retry and explicit zero | An eligible temporary status recovers; zero makes one attempt. Exhaustion retains a useful classified cause. |
-| Combined repair and retry | A repaired generation encountering a transient failure respects both budgets and reports distinct counts. |
-| Shared capacity | Concurrent calls from both roles, including retry/repair activity, stay within one selected backend cap; test a representative local cap of four and a finite API cap. |
-| Waiting, cancellation, and deadline | Cancellation/deadline stops pending work and retry waits; capacity exhaustion has the intended application outcome and later calls can still proceed. |
-| Failed-run observations | Completed work remains observable after later failure; unknown usage, known zero, and aggregate counts are mapped correctly. |
-
-Tests should protect Audita's integration decisions and important assembled behavior.
-Rely on PromptKit's tests for exhaustive HTTP-status, backoff, and scheduler details;
-rely on ConfigKit's tests for its parser and presence machinery. Use race testing for
-new concurrent observation collection. Keep consumer checks offline and credential-free.
-
-## Completion Criteria and Handoff
-
-This unit is complete only when:
-
-- The settings/ownership table and migration inventory are concrete enough to start
-  the ConfigKit migration, including file/profile sources, CLI scope, credentials,
-  defaults, finite backend limits, positive repair budgets, and deadline policy.
-- The offline prototype and focused matrix demonstrate the selected boundary with
-  both libraries together, including both LLM roles and Audita domain checks.
-- Exact verification commands, results, limitations, and unresolved upstream gaps
-  are recorded. Missing evidence is not reported as successful integration.
-- No adoption-critical decision remains hidden in prototype code. If a gap prevents
-  settling the boundary, record it and revise the plan before declaring readiness.
-- The existing Audita production behavior remains intact in this unit. Temporary
-  code is clearly isolated and has a removal/integration destination during the
-  production migrations; no second supported runtime is introduced.
-- A component-level follow-up identifies code to replace, domain code to retain,
-  tests to update, documentation/migration-guide work, and direct integration of
-  the final configuration and PromptKit runtime.
-- Licensing/distribution follow-up for the selected dependency graph is identified
-  for the later release stage; this prototype does not claim release compliance.
-- Roadmap links and examples resolve, appropriate checks pass, and commits contain
-  only this unit's work. Significant settled architectural choices may be recorded
-  in an ADR under the [documentation policy](../policy/documentation.md), while
-  implementation status stays in the roadmaps.
-
-Retain the overall adoption order unless evidence or the other planned large changes
-justifies revising it. Completing this unit enables detailed production migration;
-it does not authorize an intermediate release or require unrelated runtime fixes.

docs/roadmap/policy.md

@@ -1,252 +0,0 @@
-# Standard Policy Alignment
-
-**Last updated:** 2026-09-28
-
-**Status:** Implemented. This roadmap replaces its earlier licensing-only scope
-and records the accepted end state. [implementation.md](implementation.md)
-records the ordered work and verification; the adopted policies are in
-`docs/policy/`.
-
-## Purpose and Review Revision
-
-Align Audita with [Standard Repository Policies](https://gitea.maximumdirect.net/eric/policy),
-using identical policy language except where a substantive, locally significant
-requirement or decision justifies a variation. Adopt upstream wording verbatim
-for non-substantive differences. Perform the required template customizations
-without inventing application contracts, restrictions, or guarantees.
-
-The accepted review compared Audita's current documents directly against upstream
-commit **`d84a38ebab26f048cafbe59a2246700c35d29843`**, beginning with the
-[adoption and update guide at that revision](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/docs/adoption.md).
-Use that revision for this adoption. Historical adoption baselines need not be
-reconstructed or assessed. A later upstream revision requires deliberate review,
-not an automatic substitution during implementation.
-
-The public upstream repository, discovery links, and copied-policy attribution
-are part of the accepted direction. This supersedes the earlier instruction to
-omit references to the policy repository.
-
-## Current Baseline
-
-- Audita has five adopted policies: agents 1.0, architecture 1.0, documentation
-  1.1, testing 1.0, and release 1.0. None has per-document `Upstream Source`
-  metadata. `meta.md` and `oss.md` are absent.
-- [AGENTS.md](../../AGENTS.md) routes readers to the contributor guide and agent
-  policy. [docs/development.md](../development.md) has component-specific reading
-  guidance, but lacks the upstream selective Policy Reading Guide and currently
-  directs all tasks to the architecture policy.
-- [COPYRIGHT](../../COPYRIGHT) and [LICENSE](../../LICENSE) already establish
-  Audita's GPL-3.0-or-later application grant and full GPLv3 text. The grant does
-  not yet identify the scope of separately licensed copied policy documents.
-- There is no canonical `docs/oss/attribution.md` or local dependency license-text
-  collection. Relevant component notices still require an evidence-based inventory.
-- The [README](../../README.md) lacks the prescribed final licensing statements.
-  The [release procedure](../release.md) lacks licensing-footer instructions, and
-  the [release workflow](../../.woodpecker/release.yml) does not explicitly reuse
-  checked-in release notes as hosted release bodies.
-- Audita already releases through one publication command with an atomic source
-  and tag push. Linux amd64 and arm64 are required; macOS arm64 is best-effort
-  development support. Successful publication completes the release without
-  waiting for CI or artifact delivery.
-
-## Targeted Policy Set and Justified Customizations
-
-All seven policy files belong under `docs/policy/`. The versions below are those
-at the selected upstream revision. No existing policy is wholly unchanged;
-existing architectural decisions and platform commitments need no substantive
-revision merely to align the text.
-
-| Policy | Target version | Required alignment and justified local treatment |
-| --- | --- | --- |
-| `agents.md` | 1.3 | Adopt upstream substantive language verbatim. Retain Audita's graph-first Codebase Discovery section because it is an explicitly selected repository workflow. |
-| `architecture.md` | 1.3 | Adopt general ownership, boundary, and constraint guidance, then perform the template's required application-specific customization. Preserve Audita's ordered pipeline, ConfigKit/PromptKit responsibilities, deterministic processing, recovery, concurrency, and secret-handling decisions. These describe real project requirements rather than stylistic preferences. |
-| `documentation.md` | 1.11 | Adopt upstream prose and applicable ownership rows. Retain concrete output-contract ownership, contributor change recipes, and the decision to place operating/recovery guidance in operations instead of restoring troubleshooting documentation. Omit HTTP API and public Go API ownership rows because Audita has neither responsibility. |
-| `testing.md` | 1.3 | Adopt substantive text verbatim. Its distinction between established contracts and invented test requirements needs no local exception. |
-| `release.md` | 1.4 | Adopt upstream substantive language. Preserve Linux amd64/arm64 requirements, best-effort macOS arm64, unsupported Windows/macOS amd64, and Audita's explicit decision against human release gates. These are selected support and workflow commitments. |
-| `meta.md` | 1.0 | Adopt provenance, local authority, and public discovery guidance with accurate metadata and local attribution navigation. No additional substantive exception is needed. |
-| `oss.md` | 1.8 | Adopt the House Format and maintenance rules, with required project-specific facts and reference links. Preserve Audita's GPL-3.0-or-later application grant, Gitea host, and existing distribution channels. |
-
-Remove each `Base Policy Template` section after carrying out its instructions.
-Keep local customizations identifiable and explain their project-specific reason
-in the appropriate policy; do not maintain alternate paraphrases of shared rules.
-Architecture customization does not authorize a package redesign or additional
-threat-model guarantees. Supporting documents are warranted by existing
-responsibilities and substantive content, not by unused template examples.
-
-Successful-tag-push completion, asynchronous artifacts, minimal automated gates,
-and proportionate validation are now shared upstream rules. Replace Audita's
-parallel explanations with the upstream language rather than describing these
-as continuing exceptions. Keep concrete commands, remotes, build targets, and
-publication mechanics in the release procedure with appropriate policy links.
-
-## Provenance and Selective Reading
-
-For every adopted policy, retain the selected upstream `Base Policy Version`,
-set `Last Updated` to its actual local adoption date, and introduce `Upstream
-Source` linking to that exact file at the selected full commit. The URL pattern is:
-
-```text
-https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/docs/policy/<filename>.md
-```
-
-Substitute each of `agents`, `architecture`, `documentation`, `testing`, `release`,
-`meta`, and `oss`; a repository-root or shared generic source link is insufficient.
-These links describe the source actually incorporated, not a reconstructed claim
-about older local documents. Git and per-document metadata are sufficient; no
-separate synchronization registry or recurring check is required.
-
-In `meta.md`, retain these public discovery destinations:
-
-- [Standard Repository Policies](https://gitea.maximumdirect.net/eric/policy).
-- [Current adoption and update guide](https://gitea.maximumdirect.net/eric/policy/src/branch/main/docs/adoption.md).
-
-Discovery links follow the current upstream project and guide. Adopted-source,
-notice, and example links remain commit-pinned. Preserve valid pinned example
-references supplied by the selected policy, or pin them to this review revision
-after checking the referenced assets; do not turn them into moving-branch links.
-
-Adapt upstream `agents/AGENTS.md` into Audita's root orientation, retaining its
-existing applicable instructions. Add the adoption guide's Policy Reading Guide
-to `docs/development.md` and retain the component-specific task guide. Route
-policy adoption and updates to `meta.md`, repository recommendations and changes
-to agents, application-code or structure work to architecture, validation choices
-to testing, documentation work to documentation, dependency/licensing work to
-OSS, and release/versioning work to release policy. Read applicable policies
-before their decisions, reuse unchanged context, and expand reading with scope.
-Do not require reading the entire suite for every task.
-
-## Copied Policy Licensing and Local Material
-
-Follow the selected revision's
-[canonical policy attribution entry](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/examples/licensing/policy-attribution.md)
-and [project grant](https://gitea.maximumdirect.net/eric/policy/src/commit/d84a38ebab26f048cafbe59a2246700c35d29843/COPYRIGHT).
-Insert the entry beneath the title in `docs/oss/attribution.md`, substitute the
-full review commit in all three URLs, and accurately identify copied/adapted
-material, including orientation or reading-guide text where copied. Preserve
-supplied creator, copyright, license, disclaimer notices, and modification
-indications. Keep the material statement concise.
-
-Copy `CC-BY-SA-4.0.txt` into `docs/oss/licenses/`. Add the adoption guide's scoped
-notice to `COPYRIGHT`, identifying the adapted policies as CC-BY-SA-4.0 and
-routing readers to attribution for the affected material. Account accurately for
-other copied guidance in that scope. Audita's application code remains
-GPL-3.0-or-later; unrelated documentation is not automatically relicensed.
-The root GPLv3 `LICENSE` needs no change.
-
-| Material | Destination or treatment |
-| --- | --- |
-| Applicable policies, including `meta.md` and `oss.md` | Copy and customize under `docs/policy/`, retaining provenance. |
-| Upstream `agents/AGENTS.md` | Adapt into root `AGENTS.md`. |
-| Selective reading guidance | Integrate into Audita's own `docs/development.md`. |
-| Upstream README, root AGENTS.md, developer guide, and adoption guide | Keep upstream and consult through links; do not copy as local guides. |
-| Licensing example collection | Keep upstream with commit-pinned references; use it to create actual notices. Original example formatting is CC0 and alone needs no policy attribution entry. |
-| Applicable standard and companion license texts | Copy complete, unmodified texts locally; no blanket collection. |
-
-## Component Attribution
-
-Complete the previously agreed inventory of relevant incorporated or distributed
-components: direct and transitive dependencies, copied code/documentation/assets,
-and applicable Go runtime notices. Determine inclusion from actual material and
-use, not simply presence in `go.mod`; tooling or consultation alone does not
-require an entry. Inspect selected sources directly rather than copying a
-dependency's attribution document wholesale.
-
-Use the exact House Format in OSS policy 1.8: the prescribed title followed by
-component entries, factual identification, applicable supplied copyrights and
-SPDX expressions, standard license/notice labels, and `[Source](COMMIT_URL).`
-links. Omit unavailable optional fields instead of adding explanatory filler.
-Preserve required upstream material, license alternatives, and exceptions.
-Keep research narratives, compliance conclusions, and exception reasoning out
-of attribution; place reasoning in the OSS policy or an appropriate decision
-record. This replaces the older roadmap's permission to put exception reasoning
-in a component entry.
-
-Upstream component and notice links identify exact imported commits. Local
-standard texts include directly reachable companions, such as GPLv3 for LGPLv3.
-Apply the adopted house interpretation of notice links without blanket extra
-local-copy requirements or repeated approval. Concrete obligations beyond notice
-reproduction receive their own applicable treatment; the format alone does not
-certify compatibility or resolve every distribution obligation.
-
-The reviewed dependency revisions remain useful starting evidence, subject to
-checking the dependencies selected when implementation occurs:
-
-| Component | Reviewed version | Source commit |
-| --- | --- | --- |
-| ConfigKit | v0.4.1 | `0adb94f59e44827908eff401d4381a398fe17107` |
-| PromptKit | v0.11.1 | `15e40679546f2e21b6f51cc84b6f0a087a8486db` |
-| OpenRouter catalog | v2.20260926.0 | `4f731d217e0bc39151c010f50fb5912706e7b6b3` |
-| Rakestrawhome catalog | v2.20260926.0 | `48918a3ad39fd99843cda94a86133b1b3881d596` |
-
-These library patches changed licensing/documentation rather than library code
-or catalog profiles. ConfigKit and PromptKit identify LGPL-3.0-or-later; the
-selected catalogs identify MIT. Other relevant dependencies still need inventory.
-
-## Discoverability and Release Integration
-
-End README with the project-license and attribution statements prescribed by the
-OSS policy, using Audita's actual grant. `COPYRIGHT` owns the separately licensed
-policy scope; README links to that grant and the attribution document.
-
-Update `docs/release.md` to specify the final `COPYRIGHT | LICENSE | ATTRIBUTION`
-links in every new release note and hosted download page. Use absolute Gitea URLs
-at the release's immutable tag or source commit. Reuse the checked-in note as the
-hosted body where supported; verify the publication plugin's supported mechanism
-and make the necessary focused `.woodpecker/release.yml` change. Avoid separately
-maintained release prose or notice lists.
-
-Preserve the current atomic source/tag publication approach, supported targets,
-and completion point. Align procedure wording with upstream's preparation,
-ambiguous-push recovery, and asynchronous retry rules. Handle completed-roadmap
-retirement during preparation, preserving planned/deferred work and repairing
-links; this roadmap update does not authorize deleting other roadmaps now.
-
-Check intended future-tag paths against the candidate source without requiring
-the tag to resolve before publication. Apply the formatting convention
-prospectively; leave published tags, notes, artifacts, and checksums intact.
-Concrete historical omissions, if discovered, receive deliberate treatment under
-their applicable terms and release correction rules.
-
-## Work Required and Acceptance Criteria
-
-Implementation covers the seven policy documents, `AGENTS.md`,
-`docs/development.md`, `COPYRIGHT`, `docs/oss/attribution.md`, applicable files in
-`docs/oss/licenses/`, README, the release procedure, and focused hosted-body
-publication wiring. Update this roadmap's implementation status when appropriate.
-The [implementation plan](implementation.md) owns the editing sequence and
-verification steps.
-
-The work is complete when:
-
-- Shared policy language matches the selected upstream revision after required
-  template removal and customization; retained variations have substantive
-  Audita-specific reasons as identified above.
-- All seven policies have accurate versions, adoption dates, and file-specific
-  commit-pinned source links. Public discovery links and selective orientation
-  are in place, with no leftover template-only instructions or broken links.
-- Copied policy/guidance scope, modification status, credit, CC-BY-SA text, and
-  root grant notice follow the documented upstream arrangement while preserving
-  Audita's application license.
-- Relevant components have verified House Format entries, exact source/notice
-  commits, and complete applicable license texts, without editorial commentary.
-- README and future release documentation provide the required navigation, and
-  hosted release content comes from the checked-in note through a verified
-  publication mechanism.
-- Audita's application contracts, architectural decisions, platform commitments,
-  release completion semantics, and published history are preserved.
-- Affected text, links, license copies, metadata, and publication configuration
-  pass proportionate review and validation. No release is needed solely to test
-  adoption; behavioral workflow changes receive focused validation if required.
-
-## Scope Boundaries and Open Questions
-
-No policy decisions remain open for the agreed scope. Component-specific notices
-and the publication plugin's supported release-body mechanism require factual
-verification during implementation. Raise a decision only for a concrete
-unresolved obligation or material tradeoff uncovered by that work.
-
-This feature does not require application refactoring, dependency upgrades,
-mandatory scanners, a full SBOM, recurring legal approvals, synchronization
-checks, additional human release gates, publication-time network checks, or CI
-waiting. The documentation convention alone does not require downloadable
-license assets, source bundles, or a different binary package format.

docs/roadmap/prompt-quality.md

@@ -0,0 +1,103 @@
+# Prompt Quality Roadmap
+
+**Updated:** 2026-11-11
+
+**Status:** Topic 1 resolved in ADR 0003; topics 2–6 remain for discussion.
+Work through the remaining topics in order. Their recommendations are starting
+points for discussion, not newly adopted restrictions or guarantees.
+
+## Baseline and Intended Direction
+
+The review of revision `6d34602` covered all eleven
+[prompt definitions](../internal/prompts.md), their shared instructions, and
+the context and response handling for proposals, validation, and repair.
+It was a design review, not a measurement of live-model quality.
+
+Retain the strengths: conservative transcript editing, explicit literal-span and
+deletion semantics, distinct glossary context and protection, full before/after
+validation, independent repair conversations with withdrawal, and native
+PromptKit/ConfigKit prompt replacement. Improve consistency across the three
+roles, useful rejection feedback, and maintainability.
+
+## Discussion and Work Order
+
+### 1. Module Focus and Editorial Acceptance — Resolved
+
+The intentional distinction between requested module focus and acceptance of
+minor editorial cleanup is recorded in
+[ADR 0003](../adr/0003-module-focus-and-editorial-acceptance.md). The maintainer's
+testing found that strict scope instructions also suppress desirable edits.
+Apply the accepted distinction throughout the remaining prompt work.
+
+### 2. Make Rejection Reasons Useful for Repair
+
+Validator explanations now become repair feedback, but current instructions give
+little guidance about producing actionable reasons.
+
+**Recommendation:** ask for a concise description of the specific change, the
+applicable criterion, and relevant evidence, within the validator's remit.
+For example: removing "might" turns a tentative statement into a definite one;
+preserve the speaker's uncertainty. Start with the existing `reason` field.
+Discuss examples and sufficient detail before considering schema expansion.
+
+### 3. Make Repair a Reconsideration of the Edit's Merits
+
+Withdrawal is already explicit. Clarify when the model should use it and how it
+should respond when the original evidence remains insufficient.
+
+**Recommendation:** ask the model to reassess the correction from the supplied
+evidence, retain the module's focus and the accepted editorial allowance, and
+withdraw unsupported proposals. Address the risk that numerical confidence
+feedback merely encourages raising the score.
+Do not automatically prohibit confidence-only revisions: legitimate reassessment
+is possible. Discuss and evaluate that behavior before adding a business rule.
+Retain the agreed full-history conversation model and existing repair lifecycle.
+
+### 4. Simplify Instructions and Improve Examples
+
+Restrictions and examples recur across proposal, validation, and repair assets;
+the grammar prompt repeats its word-substitution boundary several ways.
+
+**Recommendation:** distinguish shared editing principles, requested module focus,
+validator acceptance criteria, and task-specific response contracts. Use small
+shared fragments where they reduce drift. Replace some repetitive example lists
+with contextual contrasts, such as
+accidental repetition versus deliberate emphasis. Preserve useful distinctions;
+shorter prompts alone are not the objective. Discuss what belongs in shared
+fragments and what remains local to each definition.
+
+### 5. Evaluate Editorial Quality
+
+Rendering, schema, and controlled-response tests establish integration behavior,
+but do not establish the quality of model editorial judgments.
+
+**Recommendation:** assemble a modest evaluation set containing both needed edits
+and text that should remain unchanged. Include ambiguous glossary matches,
+intentional repetition, meaningful uses of apparent filler, punctuation that
+changes meaning, and repairs that should be withdrawn. Compare unnecessary edits,
+missed corrections, validator disagreement, and repair outcomes using independent
+editorial assessment; validator approval alone is insufficient evidence.
+
+Capture candidate examples during topics 1–4 and establish a baseline before
+changing prompts. Discuss representative models, expected outcomes, and how to
+run evaluations. Keep model-dependent evaluation separate from the default
+offline test suite; no numerical quality gate is selected here.
+
+### 6. Revisit Broader Product Choices
+
+Use the preceding decisions and evaluation evidence to discuss these in order:
+
+1. **Grammar naming and scope:** the current module is close to copy editing,
+   with an isolated article exception. Decide whether its name and scope convey
+   the intended requested work, preserving the accepted editorial allowance.
+2. **Glossary/homophone overlap:** assess the benefit of their overlapping remit
+   and repeated glossary passes before changing the default sequence.
+3. **Language and examples:** decide whether spoken English and campaign-specific
+   examples are the right bundled defaults, and how broadly those defaults
+   should apply.
+4. **Meaning-reversal policy:** the guard can also exclude a genuine correction
+   of a mistranscription. Initially retain the conservative default while
+   explicitly evaluating that tradeoff.
+
+These are product discussions, not selected renames, broader editing permissions,
+language-support promises, or changes to validation policy.

docs/roadmap/remediation.md

@@ -1,161 +0,0 @@
-# Maintainability Audit: Findings and Recommended Changes
-
-**Reviewed:** 2026-09-25, source commit `011b021`.
-**Scope:** Recent partial-decision reconciliation, validation context, prompt
-alignment, and request-local reference changes, including related existing code.
-**Status:** R27–R30 addressed; see the resolution record below. Previous findings and resolution records remain in Git
-history through `011b021`.
-
-## Architecture Assessment
-
-The recent changes fit Audita's existing boundaries. Proposal generation,
-validation, prompt assets, and outcome reporting already have suitable owners;
-this audit does not recommend a new common package or a broad refactor.
-
-The strongest opportunities are shared prompt instructions and request-scoped
-validation context preparation. Two smaller improvements concern recovery-reason
-classification and partial-result assembly; both predate the latest commits.
-These are bounded maintenance recommendations, not new release gates or changes
-to correction policy, response acceptance, or reporting semantics.
-
-## R27 — P2: Consolidate Shared Prompt Instructions
-
-**Category:** Repeated behavioral-contract text; risk of future drift.
-
-**Evidence:** The four [proposal prompts](../../internal/prompts/assets/prompts/modules.grammar.proposal.yaml)
-repeat literal source-span matching, request-local identity, replacement-text,
-source-based proposal, and confidence instructions. The three active
-[validator prompts](../../internal/prompts/assets/prompts/validators.editorial_review.yaml)
-repeat candidate-reference, supplemental-context, and verdict-confidence guidance.
-Recent contract changes required coordinated edits across these assets. The
-[prompt registry](../../internal/prompts/registry.go) already provides a shared
-hardening fragment supplied through the role-bound adapter.
-
-**Recommended change:** Extract genuinely common passages into embedded fragments
-under `internal/prompts/assets/shared`, following the existing fragment-supply
-approach. Keep the fragments owned by `internal/prompts` and use the existing
-PromptKit rendering path. Keep module-specific examples, replacement-policy
-instructions, protected-name exceptions, and semantic criteria in their individual
-prompt definitions. Do not merge similar-looking rules with different meanings.
-
-**Acceptance:** Common instructions have one maintained source and appear in all
-intended rendered prompts. The existing module and validator distinctions remain
-intact, including glossary replace-all behavior and the spoken-word protected-name
-exception. Focused rendering checks cover fragment inclusion and representative
-module-specific guidance without requiring exact-prose snapshots or introducing
-a separate templating framework.
-
-## R28 — P2: Prepare Validation Context Once Per Request
-
-**Category:** Repeated computation and overlapping segment lookup.
-
-**Evidence:** [BuildLLMValidationRequest](../../internal/framework/validators/llm_validators.go)
-already indexes transcript segments, but
-[validationContext](../../internal/framework/validators/llm_context.go) scans the
-transcript again for each candidate. It also calls
-[NewProtectedVocabulary](../../internal/framework/validators/protected_terms.go)
-for each candidate, rebuilding the same vocabulary and compiling its matching
-expression repeatedly. This is duplicated preparation rather than copied code.
-
-**Recommended change:** Prepare a segment-position lookup and protected vocabulary
-once per validation request, then pass that prepared context into the existing
-context-selection helper. Keep the implementation within `framework/validators`.
-Continue selecting glossary evidence for each candidate individually because its
-proposed replacement can mention different terms. A process-wide cache or new
-context-management package is unnecessary for this cleanup.
-
-**Acceptance:** Candidates in one validation request reuse the prepared lookup and
-vocabulary. Context still consists of the available immediate neighbors within the
-current chunk and relevant glossary entries in glossary order. Candidate-specific
-replacement text still participates in glossary selection. Existing optional-context
-trimming, token estimation, and oversized-input handling retain their behavior.
-Verify these outcomes with focused behavioral tests rather than assertions about
-private helper call counts or unmeasured performance guarantees.
-
-## R29 — P3: Share Execution-Recovery Classification
-
-**Category:** Duplicate reporting rule; predates the latest commits.
-
-**Evidence:** [Proposal generation](../../internal/framework/proposal_generation/generate.go)
-and [LLM validation](../../internal/framework/validators/llm_validators.go)
-independently translate structural-repair and transient-retry counts into
-`output_repaired` and `service_recovered` reasons. The conversion is the same in
-both locations; the surrounding success and domain-outcome decisions differ.
-
-**Recommended change:** Place a small conversion helper in the existing
-`framework/outcomes` package and use it from both callers. Keep the decision to
-record recoveries at the call sites, along with domain-specific reasons such as
-filtered validator decisions. Do not combine proposal and validation orchestration
-or move domain-success classification into this helper.
-
-**Acceptance:** Both callers use the same execution-count conversion. Existing
-reason ordering, successful-operation reporting, and domain-specific additions
-remain intact. A partially unavailable validation batch continues to record its
-failure and execution counts without acquiring recovery records merely because a
-repair or retry occurred. Existing outcome tests should continue to protect these
-distinctions.
-
-## R30 — P3: Centralize Partial Validator Result Assembly
-
-**Category:** Repeated early-return construction; predates the latest commits.
-
-**Evidence:** Several early returns in
-[LLMBackedValidator.Validate](../../internal/framework/validators/llm_validators.go)
-repeat nested slice appends to combine immediate decisions, oversized-input
-decisions, and decisions from completed model batches, together with accumulated
-operation outcomes. This makes it easier for a future failure path to omit facts
-already collected by the validator.
-
-**Recommended change:** Use a small local result-building helper to assemble the
-partial result consistently. Keep error handling, batching, success-path ordering,
-and cardinality enforcement explicit. A general-purpose result-aggregation package
-is not needed.
-
-**Acceptance:** Cancellation and failure paths retain the same previously collected
-decisions and operations. Result ordering and cardinality behavior remain unchanged;
-the helper does not enforce complete cardinality on interrupted work. Retain the
-existing partial-progress and fatal-failure coverage, adding tests only for a
-material gap exposed by the refactor.
-
-## Boundaries to Preserve
-
-- Keep proposal and validator reference mapping separate. Proposals can target the
-  same segment repeatedly; duplicate validator decisions make that candidate
-  unavailable. Similar indexing arithmetic alone does not justify a generic
-  reference-management abstraction.
-- Keep distinct protected-term policy checks separate. They already share the
-  vocabulary implementation and intentionally apply different policies.
-- Preserve exact source-span matching, request-local references, batching, and
-  partial-success behavior. Consolidation is not a reason to strengthen contracts
-  or broaden the accepted correction scope.
-
-## Review Verification and Limits
-
-- This is a source-level maintainability audit, not a finding of demonstrated
-  production failures or a measured performance assessment.
-- No application tests were rerun for the original read-only audit; its roadmap
-  update used documentation link and whitespace checks. Implementation validation
-  is recorded below.
-- Future remediation should run focused behavioral tests and the broader suite
-  appropriate to the actual change, following the testing policy. No live-provider
-  evaluation or new evaluation framework is required by these recommendations.
-- The findings above describe the audited baseline. Implementation and validation
-  are recorded below; no release publication is included.
-
-## Resolution Record
-
-Implemented as focused changes within the existing packages. Proposal and validator
-reference mapping and distinct protected-term policies remain separate.
-
-| Finding | Resolution and evidence |
-| --- | --- |
-| R27 | Common proposal and validation instructions live in two embedded shared fragments, supplied through the existing role-bound PromptKit adapter. Individual YAML definitions retain policy differences and examples. Rendering tests check fragment inclusion once per applicable prompt and representative module-specific guidance. |
-| R28 | Validation request construction builds one segment-position lookup and protected vocabulary, reused by context selection for every candidate. A new test verifies that two replacements of the same source span receive their own relevant glossary entries. Existing neighbor, glossary-order, chunk-boundary, and budget tests pass. |
-| R29 | Both proposal generation and validation use `outcomes.ExecutionRecoveries`. Call sites still control success and domain-specific recovery reasons. Existing tests cover combined recoveries and failed validation with repair counts but no recovery record. |
-| R30 | A local result builder combines collected decisions and operation outcomes for partial returns and completed validation. Sorting and full cardinality checks remain outside it. Existing fatal-batch, partial-progress, runner, and reporting tests pass. |
-
-Validation: `go test ./...` passed, including PromptKit preparation, partial-decision
-reconciliation, subprocess reports, and fatal-progress coverage. Documentation
-links and whitespace checks passed. No live model evaluation or performance
-measurement was performed; the changes make no new model-quality or latency
-promise.

docs/roadmap/resilience.md

@@ -1,290 +0,0 @@
-# Resilient Processing and Focused Run Reports
-
-**Last updated:** 2026-09-24
-
-**Status:** Implemented. This document records the selected behavior and user
-intent. Concrete design decisions and completion evidence are in
-[historical implementation plan](https://gitea.maximumdirect.net/eric/audita/src/commit/a83a518/docs/roadmap/implementation.md).
-
-## Purpose and User Intent
-
-Audita should reliably produce a useful transcript even when its LLM services
-cannot improve it. Exhausted retries or unusable model responses must not turn
-an otherwise processable transcript into a failed production run.
-
-> Failure of every LLM operation across every stage and chunk still produces a
-> successful output containing the deterministically normalized transcript, with
-> no LLM corrections applied. Partial success preserves as many fully validated,
-> applicable corrections as possible.
-
-Deterministic normalization remains intentional and may change segment layout,
-identifiers, and text before LLM work begins. Output uses the selected transcript
-encoder; byte-for-byte preservation of the original input and mapping corrections
-back to pre-normalization segmentation are not requirements.
-
-The overriding goal is to minimize how much useful processing is lost because of
-one problematic transcript segment. A stage/chunk work unit is an attribution
-boundary, not an all-or-nothing transaction.
-
-Existing reports contain useful information, but there are no compatibility
-obligations for reporting or debug output. Reuse existing machinery only when it
-makes the implementation simpler and clearer; preservation is not itself a goal.
-Internal structures and measurements must serve Audita's processing workflow.
-The reporting package adapts those outcomes to structured and human-facing
-presentations, rather than reshaping processing around a reporting convenience.
-
-## Historical Baseline and Implemented Change
-
-The [pipeline](../internal/pipeline.md), [LLM integration](../integrations/openai-compatible-llm.md),
-[report assembly](../internal/diagnostics-reporting.md), and
-[artifact lifecycle](../operations.md) describe current behavior.
-
-Before this work, exhausted structural repairs could become warnings and skipped
-proposals or rejected validation batches. Other model runtime failures canceled
-peer work, stopped subsequent modules, and prevented final transcript output.
-Successful repairs appeared in execution observations rather than a dedicated
-recovery classification. Detailed artifacts were written during ordinary runs
-and could later be removed by retention. The working transcript was re-chunked
-between modules.
-
-This feature changed those behaviors. It builds on the completed
-[library adoption](library-adoption.md) and [review remediation](remediation.md).
-Fatal cancellation remains necessary; unsuccessful model work must be separated
-from failures that actually require cancellation of the run.
-
-## Fixed Chunks and Ordered Stages
-
-Normalize first, then partition the transcript once. Preserve chunk boundaries,
-segment membership, segment identity, and ordering throughout LLM processing.
-Text evolves as accepted corrections are applied. Recombine chunks in original
-order after the LLM stages finish.
-
-A stage is a configured module instance. Repeated instances of the same module
-have distinct identities. Proposal generation and each validator are operations
-within a stage; validation may use multiple batches within a chunk. A work unit
-is one stage instance applied to one chunk.
-
-Preserve the overall stage sequence: finish a stage across its chunks before
-advancing to the next stage. Concurrent chunk work shares PromptKit's backend
-capacity. Failure in one unit does not prevent other chunks or later stages
-from executing.
-
-Retain operator control over chunk size and the current defaults. Production
-experience indicates that chunk size affects model latency nonlinearly and that
-useful settings are well below backend context limits. Tuning is an empirical
-operator decision. Do not add automatic headroom calculations, cross-profile
-sizing, adaptive repartitioning, or automatic tuning in this feature. A later
-operation that cannot process its input follows the same safe error handling;
-it does not silently alter chunk boundaries. Validation batching within a chunk
-remains supported.
-
-Independent whole-pipeline traversal by chunks and domain-aware response repair
-are explicitly deferred in [future work](future.md). Read-only neighboring
-context, cross-chunk edits, and transcript-wide restructuring are outside this
-unit, without becoming permanent prohibitions on future capabilities.
-
-## Partial Success and Failure Isolation
-
-- Keep bounded transport retries, structural repairs, operation deadlines, and
-  shared backend capacity. Completion comes from safe fallback, not unlimited
-  attempts or an outer retry loop around PromptKit.
-- Apply a correction only after it passes every required validator and the
-  application checks. Failed validation must never be treated as approval.
-- If a validation batch fails, exclude its affected candidates while allowing
-  other candidates to continue through the remaining validators. Preserve fully
-  validated, applicable corrections from successful batches in the same unit.
-- Track candidates by stable proposal identity. Batch membership can change
-  between validators; equal batch numbers do not establish candidate identity.
-- A failed proposal-generation operation leaves its chunk unchanged for that
-  stage because there are no reliable proposals to salvage. Failures later in
-  validation need not discard unrelated successful candidates.
-- Preserve earlier stages' corrections and other chunks' successful work.
-  Record partial success explicitly; a unit can apply corrections and have errors.
-- Continue despite model-operation failures, including exhausted repairs/retries,
-  unusable model decisions, provider/transport failures, local operation deadlines,
-  and admission failures. An operation need not exhaust its attempt budget to fail.
-- A valid empty proposal list or valid assessments rejecting all corrections is
-  successful processing. Correction count alone does not determine failure.
-- Keep safe filtering of defective proposals. Do not retry ordinary editorial
-  rejections. For now, an unusable validator decision set excludes the affected
-  candidates and records an error after existing permitted recovery. New bounded
-  feedback/regeneration for domain-invalid responses belongs to future work.
-- Retain fatal treatment for invalid input/configuration, internal defects,
-  explicit run cancellation, and inability to produce/write the transcript.
-  Caller cancellation is distinct from a local model-operation timeout.
-- Completed runs with model errors return success. Required report-write failures
-  are an additional fatal output condition when reporting is enabled, as below.
-
-PromptKit owns transport, transient retries, structural repair, and admission.
-Audita owns domain acceptance, partial outcomes, fallback, and classification.
-ConfigKit owns configuration resolution. Debug and reporting choices must not
-change correction decisions, retry budgets, or continuation.
-
-## Errors, Recoveries, and Debug
-
-Classify by eventual outcome and impact. These are three reporting categories;
-debug is evidence, not a failure severity. Whether execution continues is a
-separate property.
-
-| Category | Meaning | Representative cases |
-| --- | --- | --- |
-| Errors | Intended work could not complete reliably, or a fatal run-level operation failed. Affected candidates are excluded; other corrections can succeed. | Exhausted repair; unavailable provider; unusable validation decisions; operation deadline. |
-| Recoveries | A problem was handled successfully through retries, repair, or safe filtering. No operator intervention is implied. | Invalid output repaired; transient service failure recovered; defective proposals safely discarded. |
-| Debug | Detailed evidence of processing and ordinary decisions. | Proposals, applied corrections, validator decisions, prompts/responses, individual attempts, execution traces. |
-
-Normal editorial disagreement belongs in debug. A validator correctly rejecting
-a meaning-changing edit is expected behavior. A proposal referring to nonexistent
-original text is defective; safely filtering it is a recovery. An unresolved
-missing/duplicate decision-index response is an error, not a recovery.
-
-Record an operation's eventual outcome once. Several failed attempts followed by
-success produce a consolidated recovery. Attempts ending in failure contribute
-to error details, not additional recoveries. Earlier operations that recovered
-remain recorded if a later operation introduces an error in the same unit.
-
-Separate output-quality recovery, defective-proposal filtering, and service
-recovery with structured reasons. Network instability must not look like a prompt
-defect. Do not introduce an arbitrary warning threshold or a fourth category.
-
-### Counting and Processing Volume
-
-- Count error-bearing work units once per stage/chunk, consolidating underlying
-  operation failures as details. A partially successful unit still counts once.
-- Count recoveries once per recovered operation. Aggregate defective-proposal
-  filtering per proposal response, retaining affected-proposal counts as detail.
-  Attempts and individual discarded proposals are not independent incidents.
-- Keep work-unit coverage separate from operation/recovery counts. Show processing
-  volume with explicitly labeled denominators; do not divide recovered-operation
-  counts by work-unit counts and call that a recovery rate.
-- Report fatal run-level errors separately from the stage/chunk grid when they
-  cannot be attributed to a work unit. Do not invent a chunk to accommodate them.
-- Derive YAML records, Markdown summaries, and CLI counts from actual processing
-  outcomes with deterministic ordering, rather than independently calculating them.
-
-## Production Outputs, Placement, and Lifecycle
-
-Reporting is enabled by default. The ordinary bundle is:
-
-- `errors.yml`: structured error-bearing units, their underlying failures, and
-  applicable run-level failures.
-- `recoveries.yml`: structured recovered operations and pertinent counts.
-- `report.md`: a concise human-facing summary of outcome, corrections, processing
-  volume, errors, recoveries, and their locations in the pipeline.
-
-Write all three documents, including empty event lists for uneventful completed
-runs. Use Audita-owned schemas with safe explanations and stable reason codes;
-retain run, stage-instance, chunk, operation, and validator/batch identities where
-applicable. The implementation plan specifies the versioned schemas; neither old
-report formats nor raw library structures define the new output contract.
-
-Place reports beside the output transcript. Retain transcript-to-stdout support
-with an explicit report-directory selection, defaulting to the invocation working
-directory. Preserve the existing overwrite convention: a new run can replace files
-at its selected destinations. Do not add a mandatory fresh-directory restriction
-or compatibility exports.
-
-Before model work, create initial versions of all three reports carrying a common
-run identifier and explicit `in_progress` status (rendered as prose in Markdown).
-Fail immediately if initialization fails. Also check the transcript destination;
-creating neighboring reports does not prove that an existing transcript file is
-writable. Preflight must not prematurely destroy an existing transcript.
-
-Finalize all required outputs and check every final write. Initial write success
-cannot guarantee later success if space or permissions change. Failure to write
-the transcript or finalize a required report returns nonzero and must not erase
-an already produced transcript. Where possible, finalize available reports with
-an explicit failed status on fatal termination. Abrupt termination may leave
-`in_progress`; elaborate crash-recovery machinery is not required.
-
-Provide an option to disable reporting entirely. It suppresses all three files
-(`errors.yml`, `recoveries.yml`, and `report.md`), including initialization and
-final writes, while retaining the brief CLI summary and independently selectable
-debug output. Disabled reporting must not create or require a writable report
-destination, and must not remove reports from earlier runs.
-Transcript output failures remain fatal regardless of reporting selection.
-
-Ordinary reports survive independently of debug cleanup. Reporting configuration
-and finalization must not depend on retaining a debug run directory.
-
-## Debug and Internal Boundaries
-
-Production issue records are compact. Full responses, transcript excerpts,
-correction lists, and complete validation decisions are opt-in debug evidence.
-Use a single ConfigKit-backed debug boolean with a `--debug` CLI override. Debug
-artifacts may use JSON where useful. Preserve configured-secret redaction in every
-presentation.
-
-Debug-off prevents detailed artifact persistence; writing and later deleting
-those files is insufficient. In-memory domain state needed to process candidates
-correctly is not debug output. Debug and ordinary reporting are independent
-selections and do not alter processing behavior.
-
-There is no obligation to retain `--report-json`, old artifact layouts, parallel
-exports, or old retention settings. Reuse code only where useful to the new
-workflow. Enabled debug output is retained on success or failure; disabled debug
-creates no debug directory. This supersedes the retention question in the
-[runtime follow-up](runtime-behavior.md). The legacy `never` behavior is not the
-meaning of the new reporting-disable option. Optional debug-write failures produce
-a safe stderr diagnostic without changing correction decisions or the run exit
-status; ordinary report and transcript-write failures retain their fatal semantics.
-
-## Deterministic Human-Facing Presentation
-
-Use the CLI style:
-
-> Completed: 18 corrections applied; 3 work units with errors; 7 recoveries.
-
-Do not say that all error-bearing units were skipped: some apply valid corrections.
-Include report locations when reporting is enabled and the files exist. Send the
-summary to stderr so stdout remains exclusively available for transcript output.
-Disabled reporting does not suppress the summary or fatal-error messages.
-
-Keep `report.md` concise and high-level. Use separate error and recovery matrices
-with stages as columns and chunks as rows. Include every chunk in fixed order;
-retain configured stage order and distinct labels for repeated module instances.
-No automatic width detection, thresholds, adaptive omission, or table splitting.
-A wide or long table is acceptable.
-
-The error matrix counts error-bearing work units: each attempted cell is 0 or 1.
-Recovery cells count recovered operations and can exceed 1. An error cell may
-coexist with recoveries and successfully applied corrections in the same unit.
-Distinguish completed work with zero events from unattempted work; do not portray
-canceled/unavailable processing as clean completion. Include totals, processing
-volume, and a short reason breakdown. Detailed inspection belongs in YAML or debug.
-
-## Target Acceptance Criteria
-
-- Total LLM failure still returns success and the encoded normalized transcript,
-  provided required output writes succeed.
-- Mixed-success runs preserve independently validated, applicable corrections
-  within the same stage/chunk as a failed batch. No candidate bypasses a required
-  validator; later validators handle survivors by stable proposal identity.
-- Subsequent stages and unaffected chunks execute after recoverable failures.
-  Fatal errors and explicit cancellation stop and join active work appropriately.
-- Chunk boundaries and identity remain fixed, with operator-selected sizing and
-  unchanged defaults; final recombination preserves ordering.
-- Valid no-change/editorial-rejection outcomes are successful. Repaired/filtered
-  output and unresolved failures receive distinct classifications and counts.
-- YAML, Markdown, and CLI agree on partial outcomes and totals; error matrices
-  count affected work units, recovery matrices count recovered operations.
-- With reporting enabled, all three reports are initialized before model work,
-  finalized and retained, including empty lists. Initial or final required-output
-  write failures produce nonzero exits without destroying completed transcript output.
-- Reporting can be disabled without requiring its destination. Debug can be enabled
-  independently; neither selection changes processing outcomes. Debug-off writes
-  no detailed debug artifacts, and stdout transcript output remains supported.
-- Reports use the fixed deterministic layout without adaptive presentation logic.
-- Meaningful controlled-provider tests cover exhausted recovery, failed validation
-  batches with successful survivors, total failure, fatal cancellation, output
-  failures, and reporting/debug selections. Preserve domain safeguards, capacity
-  limits, and redaction.
-- Canonical CLI, configuration, operations, integration, internal, and architecture
-  documentation describes the implemented final behavior.
-
-## Implementation Reference
-
-The product decisions are settled. The [historical implementation plan](https://gitea.maximumdirect.net/eric/audita/src/commit/a83a518/docs/roadmap/implementation.md) defines
-the selected settings and precedence, YAML schemas, counts and ordering, interrupted
-work presentation, destination checks, and output finalization. It also owns the
-ordered implementation stages and validation work. This document remains the
-reference for the desired behavior and its acceptance criteria.

docs/roadmap/runtime-behavior.md

@@ -1,18 +0,0 @@
-# Runtime Behavior Decisions
-
-**Last updated:** 2026-09-24
-
-The documentation migration identified existing behaviors for separate product
-consideration. The resilience implementation resolved the diagnostics-retention
-question; the input-timestamp question remains open.
-
-- Resolved: legacy `auto`/`always`/`never` retention settings were removed.
-  Debug is explicitly enabled with `diagnostics.debug` or `--debug`, creates no
-  directory when disabled, and retains its directory on every outcome when enabled.
-- Resolved: [configuration](../config.md) now treats explicit zero as disabling
-  transient retries or structural repair independently; PromptKit performs both.
-- Decide whether missing or null input timestamps should be rejected; current
-  decoding is documented in the [input contract](../integrations/transcript-glossary-files.md).
-
-These decisions are independent of the completed documentation migration and
-release workflow.

docs/roadmap/span-deletion.md

@@ -1,203 +0,0 @@
-# Consistent Span Deletion
-
-**Last updated:** 2026-09-25
-
-**Status:** Implemented. This document owns the desired behavior and user intent.
-The [historical implementation plan](https://gitea.maximumdirect.net/eric/audita/src/commit/60e2fe7/docs/roadmap/implementation.md)
-records the concrete steps, selected implementation details, and completion
-evidence.
-
-## Purpose and User Intent
-
-Align proposal prompts, the LLM response schema, internal validation, and
-application behavior so legitimate text-span deletions can be considered and
-applied through the ordinary correction workflow. An empty replacement should
-not trigger structural repair merely because it is empty, nor invalidate other
-usable corrections returned alongside it.
-
-This is a consistency fix within Audita's current editing scope. It does not
-authorize whole-segment removal, broaden module responsibilities, or introduce
-new recovery machinery. The accepted [resilience behavior](resilience.md) remains
-in effect, including partial success, fixed chunks, and validation before mutation.
-
-## Historical Baseline (`0b6cd98`)
-
-The source reviewed at `0b6cd98` contains a mismatch:
-
-- The [spoken-word prompt](../../internal/prompts/assets/prompts/modules.spoken_word.proposal.yaml)
-  permits removing fillers and asks for the exact affected span and replacement,
-  without explaining how to represent deletion. Grammar permits punctuation and
-  spacing changes, which can also naturally involve deletion.
-- The shared [correction response schema](../../internal/framework/responseschema/assets/correction_set.v1.json)
-  requires `corrected_text` to have at least one character. Every built-in proposal
-  module uses that schema. An empty replacement invalidates the response before
-  Audita evaluates individual proposals.
-- PromptKit performs bounded structural repair. If repair does not produce a
-  valid response, the proposal operation fails and yields no candidates, including
-  otherwise valid proposals in the same response. The current resilience path
-  records the error and continues other work.
-- [CorrectionProposal](../../internal/framework/proposals/proposal.go) already
-  allows empty replacement text. The
-  [preview/application logic](../../internal/framework/proposals/preview.go)
-  supports literal span deletion when the resulting segment remains nonblank.
-- Domain shape checks currently reject whitespace-only original spans, although
-  the response schema permits them and grammar prompts permit spacing cleanup.
-  This is another restriction to align with the target contract below.
-- The validator named `non_empty_corrected_text` actually checks the resulting
-  segment, not the replacement string. Both this check and application prevent
-  a segment from becoming empty or whitespace-only. Application changes segment
-  text; it does not remove segment records.
-
-A temporary controlled-provider review reproduced whole-response rejection for
-an empty replacement alongside a valid correction, and immediate schema acceptance
-for a space-only replacement. Existing proposal tests confirm internal support for
-partial deletion and rejection of blank resulting segments. These observations
-explain a plausible production failure mechanism; they do not establish the cause
-of any particular historical incident without its payload and running version.
-
-## Target Correction Contract
-
-- `original_text` identifies an existing, nonempty literal span in the current
-  target segment. Whitespace-only spans are eligible; an empty string identifies
-  no source span and remains invalid. Matching and ambiguity checks still apply
-  under the module's replacement policy: `require_unique` for grammar, spoken-word,
-  and homophones; `replace_all` for glossary.
-- `corrected_text` remains a required string. An empty string means delete the
-  identified span; it does not mean remove the segment record or skip validation.
-  Missing fields and non-string values remain structurally invalid.
-- After applying a correction, the segment must contain non-whitespace text.
-  Enforce this using the source segment and replacement result in Audita, not a
-  minimum replacement length in the structural schema.
-- Every accepted deletion passes the same required validators as other edits in
-  its module, including confidence, protected terms, editorial review, and meaning
-  preservation where applicable. Empty replacement is neither automatic approval
-  nor an automatic rejection.
-- Application preserves segment identity, speaker, timing, membership, ordering,
-  and fixed chunk boundaries. Recheck applicability against text produced by
-  earlier accepted corrections, retaining existing conflict handling.
-- Preserve literal replacement behavior. Prompts should select spans and
-  replacements that handle adjacent whitespace and punctuation appropriately;
-  this feature does not add automatic trimming or a second normalization pass.
-  Neither side of a correction is rejected solely for containing only whitespace.
-  For example, reducing a uniquely identified run of two spaces to one space may
-  be appropriate; validity still depends on the resulting text and domain checks.
-
-Preserve the intended safeguards and outcomes, not every detail of the current
-implementation. Validator ordering, internal structure, and payload construction
-may change when needed to achieve this consistent contract. Existing behavior or
-a passing test does not justify retaining a conflicting restriction.
-
-Illustrative cases:
-
-| Segment | Original span | Replacement | Intended handling |
-| --- | --- | --- | --- |
-| `uh hello` | `uh ` | empty string | Structurally valid; may produce `hello` after required validation. |
-| `uh hello` | `uh hello` | `hello` | Remains a valid representation of the same cleanup, subject to validation. |
-| `hello  world` | two spaces | one space | Eligible spacing correction, subject to unique matching and required validation. |
-| `uh` | `uh` | empty string | Structurally valid proposal, then filtered because the resulting segment would be blank. |
-| `hello world` | `hello world` | spaces only | Filtered because the resulting segment would be blank. |
-
-These examples describe eligibility and mechanical results, not unconditional
-editorial approval. An unchanged segment or valid empty correction list remains
-a successful no-change outcome.
-
-## Prompt and Module Alignment
-
-Review relevant prompt definitions for consistency and edit only those needing
-clarification. Where needed, explain empty-string deletion, whitespace-only spans,
-and the resulting-segment limit with a concise, module-appropriate example. The
-model should omit a correction that would leave a blank segment rather than invent
-padding or replacement content. Consistent guidance is the goal; adding deletion
-language to every prompt is not a requirement.
-
-Retain each module's existing scope:
-
-- Spoken-word cleanup can propose appropriate filler or dysfluency deletion while
-  preserving substantive content and intentional emphasis.
-- Grammar can propose permitted punctuation or spacing deletion; allowing an
-  empty replacement does not authorize word removal or spoken-word cleanup.
-- Glossary and homophone modules retain their existing correction purposes.
-  Shared deletion syntax does not grant them new editorial responsibilities.
-
-Review the active LLM-validator prompts and their input construction as well as
-proposal prompts. Validators must understand the before/after effect of deletion
-and assess it under their existing criteria. A correct negative editorial decision
-remains ordinary processing, not a defect that should be regenerated until approved.
-
-The resulting-segment validator's name and documented identity should describe
-that responsibility accurately, rather than imply that the replacement string
-itself must be nonempty. Preserve the existing blank-result failure reason and
-safeguard while making that deliberate identity change; current chain position
-and preview implementation are not independent product requirements.
-
-## Outcomes and Reporting
-
-A legitimate deletion is an ordinary correction. Empty replacement alone must
-produce neither structural repair nor a recovery classification. If another
-problem required successful repair or filtering, retain that actual recovery.
-
-A schema-valid proposal that would blank its stage-input segment is a defective
-proposal handled through existing safe filtering. Preserve the
-`empty_resulting_segment` reason
-and consolidated `proposals_filtered` recovery behavior; other usable proposals
-in the response continue through required validation. Ordinary editorial rejection
-remains debug evidence rather than a model error or filtering recovery.
-
-A stage can propose several edits to one segment in the same response. Each edit
-is evaluated against the stage input, then approved edits are applied sequentially.
-If a proposal was applicable to that input but an earlier accepted edit makes it
-unsafe, skip it as an apply-time conflict. Do not count that conflict as a defective
-proposal, model error, or filtering recovery. For example, in `"uh um"`, deleting
-`"uh "` and deleting `"um"` each leaves text individually; after the first deletion,
-the second must be skipped to prevent a blank result. Retain the skipped decision
-in debug evidence. The existing runner already distinguishes this situation.
-
-Debug evidence must accurately retain the empty replacement and the corresponding
-validation/application outcome. Ordinary reports retain their existing counts and
-purpose; no new report schema, incident category, or deletion-specific counter is
-needed. Unrelated structural defects may still exhaust PromptKit repair and produce
-an error for the operation, as today.
-
-## Acceptance Criteria
-
-- A controlled valid response containing an empty replacement reaches Audita's
-  domain validation without structural repair solely due to that empty string.
-- A permitted span deletion can pass the required validators and reach the final
-  transcript while preserving segment metadata and fixed chunk membership.
-- A mixed response can apply an approved deletion and another approved correction;
-  an empty replacement does not invalidate the whole response.
-- A proposal that would blank its stage-input segment is filtered independently,
-  retains the existing reason, and does not prevent unrelated valid candidates
-  from succeeding. A proposal made unsafe only by an earlier accepted edit is
-  skipped without adding an error or filtering recovery; a blank result is still
-  prevented and the conflict remains visible in debug evidence.
-- A uniquely matching whitespace-only original span can reach validation and
-  application. Empty originals remain invalid, ambiguous matches remain subject
-  to module policy, and whitespace-only resulting segments remain disallowed.
-- Protected-term and meaning-changing deletions remain subject to their normal
-  rejection rules. No candidate bypasses required validation.
-- A deletion needing no recovery counts as an ordinary applied correction; actual
-  repair/filtering and editorial rejection retain their existing classifications.
-  Debug evidence represents the empty replacement faithfully.
-- Schema and domain tests distinguish an empty string from missing/non-string
-  replacement values and distinguish empty replacement from blank resulting text.
-- Prompt guidance and validator naming express the same contract as the code.
-  Tests protect outcomes rather than exact prompt prose or incidental formatting.
-
-Use deterministic, offline controlled responses for behavioral integration tests;
-no live-provider or paid evaluation is a prerequisite. Representative production
-examples can inform prompt quality without expanding this into an evaluation
-framework or guaranteeing that models always follow the instructions.
-
-## Deferred Work
-
-[Whole-segment removal](future.md#whole-segment-removal) is only potential future
-work and first requires deciding whether its benefit warrants implementation.
-Domain-aware regeneration and independent whole-pipeline traversal also remain
-in [future.md](future.md). This feature changes neither retry budgets nor the
-Audita/PromptKit ownership boundary and requires no upstream library feature.
-
-Implementation sequencing and concrete names belong to the
-[historical implementation plan](https://gitea.maximumdirect.net/eric/audita/src/commit/60e2fe7/docs/roadmap/implementation.md).
-The target remains consistent deletion of spans within surviving segments, with
-no new operator controls or report types.

examples/README.md

@@ -0,0 +1,82 @@
+# Maintained examples
+
+Build Audita from the repository root with Go 1.27 or newer. The commands below
+assume the executable is on `PATH`. Each project selects its main file from its
+own directory, which also determines companion resources and overlay context.
+All models, credentials, names, and endpoints are illustrative.
+
+## Local processing
+
+From `examples/local`, edit `prompts.yml` to match a reachable OpenAI-compatible
+local service and its model. Then run:
+
+```sh
+audita config validate --config config.yml
+audita process --config config.yml --output corrected.json transcript.json
+```
+
+Processing makes model requests. Reports are written beside the selected output
+unless disabled. For an offline validator preview, from the same directory:
+
+```sh
+audita promptkit show prepared audita/validators.meaning_reversal_review \
+  --config config.yml --profile local \
+  --var "PayloadJSON=$(cat validation-candidate.json)" \
+  --var 'TranscriptDescriptionBlock='
+```
+
+To preview the repair instruction and its output schema without inference:
+
+```sh
+audita promptkit show prepared audita/modules.grammar.repair \
+  --config config.yml --profile local \
+  --var 'RepairRequestJSON={"proposal_ref":1,"correction":{"id":1,"original_text":" ","corrected_text":"","confidence":0.9},"findings":[]}'
+```
+
+These previews render supplied data without inference. The native command help
+and [CLI reference](../docs/cli.md) describe additional inspection and validation.
+
+## Service and overlay
+
+From `examples/service`, edit the synthetic endpoint and models in `prompts.yml`.
+Set `AUDITA_EXAMPLE_KEY` to your service credential before a real request. Inspect
+without a provider call:
+
+```sh
+audita config validate --config config.yml --overlay testing
+audita promptkit show profile service-test --config config.yml
+```
+
+The example does not promise a provider's model availability, price, or quality.
+
+## Edit a prompt and run again
+
+From `examples/prompt-edit`, inspect the operator replacement:
+
+```sh
+audita promptkit show prompt audita/modules.grammar.proposal --config config.yml
+```
+
+Edit its message in `prompts.yml`, repeat the inspection, and run `audita process
+--config config.yml --output corrected.json transcript.json` against a configured
+local service. Each invocation captures the files anew.
+
+## Shared glossary library
+
+From `examples/campaigns`, `first.yml` and `second.yml` each consume the common
+`shared.yml` through the companion `glossary.yml`. Inspect each configuration:
+
+```sh
+audita config validate --config first.yml
+audita config validate --config second.yml
+```
+
+With a local service configured, process either campaign:
+
+```sh
+audita process --config first.yml --output first-output.json transcript.json
+audita process --config second.yml --output second-output.json transcript.json
+```
+
+Edit `prompts.yml` for a local service before processing either campaign. The
+first uses separate party and spell corrections; the second selects only party.

examples/campaigns/first.yml

@@ -0,0 +1,8 @@
+version: 3
+llm: {proposal_profile: local}
+glossaries: [party, spells]
+pipeline:
+  stages:
+    - {id: names, module: glossary, glossaries: [party]}
+    - {id: magic, module: glossary, glossaries: [spells]}
+    - {module: grammar}

examples/campaigns/glossary.yml

@@ -0,0 +1,4 @@
+config:
+  imports:
+    - path: shared.yml
+      required: true

examples/campaigns/prompts.yml

@@ -0,0 +1,5 @@
+profiles:
+  - id: local
+    endpoint: http://localhost:11434/v1
+    model: example-model
+    api_key_required: false

examples/campaigns/second.yml

@@ -0,0 +1,7 @@
+version: 3
+llm: {proposal_profile: local}
+glossaries: [party]
+pipeline:
+  stages:
+    - {id: names, module: glossary}
+    - {module: grammar}

examples/campaigns/shared.yml

@@ -0,0 +1,12 @@
+party:
+  entries:
+    - id: lyra
+      name: Lyra
+      category: character
+      description: A fictional adventurer.
+spells:
+  entries:
+    - id: shield
+      name: Shield
+      category: spell
+      aliases: [Ward]

examples/campaigns/transcript.json

@@ -0,0 +1,9 @@
+[
+  {
+    "id": 1,
+    "speaker": "Narrator",
+    "start": 0,
+    "end": 2,
+    "text": "Lyra raises a ward before the journey."
+  }
+]

examples/local/config.yml

@@ -0,0 +1,8 @@
+version: 3
+llm:
+  proposal_profile: local
+pipeline:
+  stages:
+    - module: glossary
+    - module: grammar
+glossaries: [party]

examples/local/glossary.yml

@@ -0,0 +1,7 @@
+party:
+  entries:
+    - id: jesters
+      name: Jesters
+      category: faction
+      description: A traveling group of performers.
+      aliases: [Jester]

examples/local/prompts.yml

@@ -0,0 +1,5 @@
+profiles:
+  - id: local
+    endpoint: http://localhost:11434/v1
+    model: example-model
+    api_key_required: false

examples/local/transcript.json

@@ -0,0 +1,9 @@
+[
+  {
+    "id": 1,
+    "speaker": "Narrator",
+    "start": 0,
+    "end": 2,
+    "text": "The gestures gather beside the stage."
+  }
+]

examples/local/validation-candidate.json

@@ -0,0 +1 @@
+[{"correction_index":1,"original_text":"not open","corrected_text":"open","original_segment_text":"The door is not open.","corrected_segment_text":"The door is open."}]

examples/minimal-config.yml

@@ -1,12 +0,0 @@
-version: 2
-backends:
-  local:
-    endpoint: http://127.0.0.1:11434/v1
-    concurrency: 1
-llm:
-  proposal_profile: local-proposal
-  validation_profile: local-validation
-pipeline:
-  modules: [grammar]
-output:
-  schema: bare-segments

examples/overlays/testing.yml

@@ -1,3 +0,0 @@
-llm:
-  proposal_profile: service-proposal-testing
-  validation_profile: service-validation-testing

examples/production-config.yml

@@ -1,40 +0,0 @@
-version: 2
-backends:
-  service:
-    endpoint: https://openrouter.ai/api/v1
-    credential: AUDITA_SERVICE_KEY
-    concurrency: 2
-    queue_capacity: 1024
-llm:
-  proposal_profile: service-proposal
-  validation_profile: service-validation
-  transient_retries: 2
-  repair_attempts: 2
-  operation_timeout: 15m
-pipeline:
-  modules: [glossary, homophones, glossary, spoken_word, grammar]
-output:
-  schema: audita-v1
-chunking:
-  # Requires at least this many normalized segments; omit for automatic chunking.
-  target_sections: 8
-  max_section_tokens: 8192
-  min_section_tokens: 2048
-normalization:
-  max_segment_gap: 4.0
-  ellipsis_gap: 3.5
-  max_segment_duration: 60.0
-  max_segment_tokens: 2048
-thresholds:
-  glossary: 0.8
-  homophones: 0.8
-  spoken_word: 0.8
-  grammar: 0.8
-context:
-  description: "General context for domain vocabulary and speaker names."
-reporting:
-  enabled: true
-  stdout_dir: .
-diagnostics:
-  debug: false
-  work_dir: /tmp/audita

examples/profiles/local-proposal.yaml

@@ -1,7 +0,0 @@
-id: local-proposal
-backend: local
-model: replace-with-local-model
-temperature: 0
-max_tokens: 2048
-top_p: 1
-timeout_seconds: 120

examples/profiles/local-validation.yaml

@@ -1,7 +0,0 @@
-id: local-validation
-backend: local
-model: replace-with-local-model
-temperature: 0
-max_tokens: 1024
-top_p: 1
-timeout_seconds: 120

examples/profiles/service-proposal-testing.yaml

@@ -1,7 +0,0 @@
-id: service-proposal-testing
-backend: service
-model: replace-with-testing-model
-temperature: 0
-max_tokens: 2048
-top_p: 1
-timeout_seconds: 120

examples/profiles/service-proposal.yaml

@@ -1,7 +0,0 @@
-id: service-proposal
-backend: service
-model: replace-with-provider-model
-temperature: 0
-max_tokens: 2048
-top_p: 1
-timeout_seconds: 120

examples/profiles/service-validation-testing.yaml

@@ -1,7 +0,0 @@
-id: service-validation-testing
-backend: service
-model: replace-with-testing-model
-temperature: 0
-max_tokens: 1024
-top_p: 1
-timeout_seconds: 120

examples/profiles/service-validation.yaml

@@ -1,7 +0,0 @@
-id: service-validation
-backend: service
-model: replace-with-provider-model
-temperature: 0
-max_tokens: 1024
-top_p: 1
-timeout_seconds: 120

examples/prompt-edit/config.yml

@@ -0,0 +1,8 @@
+version: 3
+llm:
+  proposal_profile: local
+pipeline:
+  stages:
+    - module: glossary
+    - module: grammar
+glossaries: [party]

examples/prompt-edit/glossary.yml

@@ -0,0 +1,7 @@
+party:
+  entries:
+    - id: jesters
+      name: Jesters
+      category: faction
+      description: A traveling group of performers.
+      aliases: [Jester]

examples/prompt-edit/prompts.yml

@@ -0,0 +1,23 @@
+profiles:
+  - id: local
+    endpoint: http://localhost:11434/v1
+    model: example-model
+    api_key_required: false
+collections:
+  audita:
+    prompts:
+      - id: modules.grammar.proposal
+        messages:
+          - role: system
+            content: Correct only clearly supported grammatical errors.
+          - role: user
+            content: |
+              {{ .ProposalContract }}
+              {{ .HardeningPolicy }}
+              {{ .TranscriptDescriptionBlock }}
+              Glossary: {{ .GlossaryJSON }}
+              Transcript: {{ .SectionJSON }}
+        output:
+          format: json
+          validation_mode: json_schema
+          schema_path: correction_set.v1.json

examples/prompt-edit/transcript.json

@@ -0,0 +1,9 @@
+[
+  {
+    "id": 1,
+    "speaker": "Narrator",
+    "start": 0,
+    "end": 2,
+    "text": "The gestures gather beside the stage."
+  }
+]

examples/service/config.yml

@@ -0,0 +1,7 @@
+version: 3
+llm:
+  proposal_profile: service-proposal
+  validation_profile: service-review
+pipeline:
+  stages:
+    - module: grammar

examples/service/overlays/testing.yml

@@ -0,0 +1,3 @@
+llm:
+  proposal_profile: service-test
+  validation_profile: service-test

examples/service/prompts.yml

@@ -0,0 +1,16 @@
+backends:
+  - id: service
+    endpoint: https://example.invalid/v1
+    api_key_env: AUDITA_EXAMPLE_KEY
+    concurrency_limit: 2
+    queue_capacity: 8
+profiles:
+  - id: service-proposal
+    backend: service
+    model: example-proposal-model
+  - id: service-review
+    backend: service
+    model: example-review-model
+  - id: service-test
+    extends: {id: service-proposal}
+    model: example-testing-model

examples/service/transcript.json

@@ -0,0 +1,9 @@
+[
+  {
+    "id": 1,
+    "speaker": "Narrator",
+    "start": 0,
+    "end": 2,
+    "text": "The gestures gather beside the stage."
+  }
+]

examples/tiny-glossary.yaml

@@ -1,6 +0,0 @@
-glossary:
-  - name: Audita
-    aliases:
-      - audita
-    category: product
-    summary: The Audita transcript correction CLI.

go.mod

@@ -1,20 +1,29 @@
-module gitea.maximumdirect.net/eric/audita
+module gitea.maximumdirect.net/eric/audita/v3
 
-go 1.25.5
+go 1.27.0
 
 require (
-	gitea.maximumdirect.net/eric/ConfigKit v0.4.2
+	go.maximumdirect.net/ckconfig v0.7.0
-	gitea.maximumdirect.net/eric/promptkit v0.11.2
+	go.maximumdirect.net/ckprompt v0.7.0
+	go.maximumdirect.net/commandkit v0.6.0
+	go.maximumdirect.net/configkit v1.2.0
+	go.maximumdirect.net/promptkit v0.21.0
+	go.maximumdirect.net/releasekit v0.9.0
 	gopkg.in/yaml.v3 v3.0.1
 )
 
 require (
-	gitea.maximumdirect.net/eric/promptkit-backend-openrouter/v2 v2.20260926.0 // indirect
+	github.com/inconshreveable/mousetrap v1.1.0 // indirect
-	gitea.maximumdirect.net/eric/promptkit-backend-rakestrawhome/v2 v2.20260926.0 // indirect
 	github.com/kr/pretty v0.3.1 // indirect
 	github.com/rogpeppe/go-internal v1.14.1 // indirect
 	github.com/santhosh-tekuri/jsonschema/v6 v6.0.2 // indirect
+	github.com/spf13/cobra v1.10.1 // indirect
+	github.com/spf13/pflag v1.0.9 // indirect
+	github.com/yuin/goldmark/v2 v2.1.6 // indirect
 	go.yaml.in/yaml/v4 v4.0.0-rc.6 // indirect
+	golang.org/x/mod v0.40.0 // indirect
 	golang.org/x/text v0.14.0 // indirect
 	gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c // indirect
 )
+
+tool go.maximumdirect.net/releasekit/cmd/releasekit

go.sum

@@ -1,14 +1,9 @@
-gitea.maximumdirect.net/eric/ConfigKit v0.4.2 h1:ZMxmv8pOnLtAx2hFTf8Z+pHKUbR89xErkBhwjr4yK24=
+github.com/cpuguy83/go-md2man/v2 v2.0.6/go.mod h1:oOW0eioCTA6cOiMLiUPZOpcVxMig6NIQQ7OS05n1F4g=
-gitea.maximumdirect.net/eric/ConfigKit v0.4.2/go.mod h1:tYWpsrbLyu05r8+1MapWp5fN6ZrX9I8hU2xEPedYmYk=
-gitea.maximumdirect.net/eric/promptkit v0.11.2 h1:2RqI+KtflvSh7vLQaTAQCmMaFQscEA7EPwPazyvXRoY=
-gitea.maximumdirect.net/eric/promptkit v0.11.2/go.mod h1:onm/FBPUKQ8/NSPwTEk26Ut+dVX2iXcq8vEseB+g/0E=
-gitea.maximumdirect.net/eric/promptkit-backend-openrouter/v2 v2.20260926.0 h1:wdab+R+lgMZxzYwhbAuCrW7zdSQ1cW9ovBR6UzLmZR4=
-gitea.maximumdirect.net/eric/promptkit-backend-openrouter/v2 v2.20260926.0/go.mod h1:a3VBbh9oaGXD6ruxhtwHj+AWW6DY/SSyby1QtMmYSUo=
-gitea.maximumdirect.net/eric/promptkit-backend-rakestrawhome/v2 v2.20260926.0 h1:baCCIB6Ee5t0S4Zc++NTBIPcJEv5UPS6DlSrpZfykwg=
-gitea.maximumdirect.net/eric/promptkit-backend-rakestrawhome/v2 v2.20260926.0/go.mod h1:mtgD1E0SGm0e/I8Ffhz+AYX7GN7RKUWJXehNFIKHs4Y=
 github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E=
 github.com/dlclark/regexp2 v1.11.0 h1:G/nrcoOa7ZXlpoa/91N3X7mM3r8eIlMBBJZvsz/mxKI=
 github.com/dlclark/regexp2 v1.11.0/go.mod h1:DHkYz0B9wPfa6wondMfaivmHpzrQ3v9q8cnmRbL6yW8=
+github.com/inconshreveable/mousetrap v1.1.0 h1:wN+x4NVGpMsO7ErUn/mUI3vEoE6Jt13X2s0bqwp9tc8=
+github.com/inconshreveable/mousetrap v1.1.0/go.mod h1:vpF70FUmC8bwa3OWnCshd2FqLfsEA9PFc4w1p2J65bw=
 github.com/kr/pretty v0.2.1/go.mod h1:ipq/a2n7PKx3OHsz4KJII5eveXtPO4qwEXGdVfWzfnI=
 github.com/kr/pretty v0.3.1 h1:flRD4NNwYAUpkphVc1HcthR4KEIFJ65n8Mw5qdRn3LE=
 github.com/kr/pretty v0.3.1/go.mod h1:hoEshYVHaxMs3cyo3Yncou5ZscifuDolrwPKZanG3xk=
@@ -20,10 +15,31 @@ github.com/pkg/diff v0.0.0-20210226163009-20ebb0f2a09e/go.mod h1:pJLUxLENpZxwdsK
 github.com/rogpeppe/go-internal v1.9.0/go.mod h1:WtVeX8xhTBvf0smdhujwtBcq4Qrzq/fJaraNFVN+nFs=
 github.com/rogpeppe/go-internal v1.14.1 h1:UQB4HGPB6osV0SQTLymcB4TgvyWu6ZyliaW0tI/otEQ=
 github.com/rogpeppe/go-internal v1.14.1/go.mod h1:MaRKkUm5W0goXpeCfT7UZI6fk/L7L7so1lCWt35ZSgc=
+github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
 github.com/santhosh-tekuri/jsonschema/v6 v6.0.2 h1:KRzFb2m7YtdldCEkzs6KqmJw4nqEVZGK7IN2kJkjTuQ=
 github.com/santhosh-tekuri/jsonschema/v6 v6.0.2/go.mod h1:JXeL+ps8p7/KNMjDQk3TCwPpBy0wYklyWTfbkIzdIFU=
+github.com/spf13/cobra v1.10.1 h1:lJeBwCfmrnXthfAupyUTzJ/J4Nc1RsHC/mSRU2dll/s=
+github.com/spf13/cobra v1.10.1/go.mod h1:7SmJGaTHFVBY0jW4NXGluQoLvhqFQM+6XSKD+P4XaB0=
+github.com/spf13/pflag v1.0.9 h1:9exaQaMOCwffKiiiYk6/BndUBv+iRViNW+4lEMi0PvY=
+github.com/spf13/pflag v1.0.9/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg=
+github.com/yuin/goldmark/v2 v2.1.6 h1:igy0q9JcqovoFXFx/XjtU8sHVhcUHavPj2sA3EoKJUE=
+github.com/yuin/goldmark/v2 v2.1.6/go.mod h1:G6M4/qOFtfn01/o14BU1UR2Lo5N3S9Qo7xCuz/sHjGQ=
+go.maximumdirect.net/ckconfig v0.7.0 h1:jRmKqgReLYIRHJl7Pr4+TlucifFirGANcsoC+5WrW7A=
+go.maximumdirect.net/ckconfig v0.7.0/go.mod h1:ZBKCi0Z72+C6kQV+1HJHXFGcZTc11FYyaH1pQDSZFl8=
+go.maximumdirect.net/ckprompt v0.7.0 h1:iACE8fZIaq9+/DF8zt1C1JwVPgZh12F2xJmlin2r45U=
+go.maximumdirect.net/ckprompt v0.7.0/go.mod h1:IuCIwxqKVjpZ+Rcd2JO2xmJ1QVtmPki5dV5PnzbD8CY=
+go.maximumdirect.net/commandkit v0.6.0 h1:4PHhMIlZuuvreIxZhUazeweg6zoYixEvhM9LJnkbGNA=
+go.maximumdirect.net/commandkit v0.6.0/go.mod h1:ZS98DewKNVBygKVDoh5MFD09CnPlP37dS9pVsID5Eoc=
+go.maximumdirect.net/configkit v1.2.0 h1:c4tDJ6Xeh/Jg90UZplLxsnf500lvrZBVj0E3i1ysir8=
+go.maximumdirect.net/configkit v1.2.0/go.mod h1:s1zLJ9GGB/1Q4a+aOHMLISonJxWFgNWpA6SpPlOafeA=
+go.maximumdirect.net/promptkit v0.21.0 h1:Ws4y28lnW+lIXAq4tGhXVFnQV/6AqkDChhg8knIZFrU=
+go.maximumdirect.net/promptkit v0.21.0/go.mod h1:pi9acdCi80HWyzY+XYwRvMEoCiTcDWKyeBh3mzHdIFo=
+go.maximumdirect.net/releasekit v0.9.0 h1:sK+Aoj6gS6ATU/1reocjwBekp4YETYENwkcX5ti6mrE=
+go.maximumdirect.net/releasekit v0.9.0/go.mod h1:QE4BLrAhVJTzi+/YTcVl21K/qZp9ojRLg5kuoy3Zb44=
 go.yaml.in/yaml/v4 v4.0.0-rc.6 h1:1h7H1ohdUh93/FyE4YaDa1Zh64K6VVbjF4K6WUxMtH4=
 go.yaml.in/yaml/v4 v4.0.0-rc.6/go.mod h1:aZqd9kCMsGL7AuUv/m/PvWLdg5sjJsZ4oHDEnfPPfY0=
+golang.org/x/mod v0.40.0 h1:hUv+3cXcdRHz08UmSiOob7sadHig73uo5bkXxQ/tvUs=
+golang.org/x/mod v0.40.0/go.mod h1:0/weTWkPWGBikyTWAX3dkjVztMmBA5hM0DH6BElSupE=
 golang.org/x/text v0.14.0 h1:ScX5w1eTa3QqT8oi6+ziP7dTV1S2+ALU0bI+0zXKWiQ=
 golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=

internal/cli/app_wiring.go

@@ -0,0 +1,110 @@
+package cli
+
+import (
+	"context"
+	"fmt"
+	"net/http"
+	"reflect"
+	"strings"
+
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/config"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/llm"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/prompts"
+	"go.maximumdirect.net/ckconfig"
+	"go.maximumdirect.net/ckprompt"
+	commandkit "go.maximumdirect.net/commandkit"
+	ck "go.maximumdirect.net/configkit"
+	pk "go.maximumdirect.net/promptkit"
+	"go.maximumdirect.net/releasekit/buildinfo"
+)
+
+type invocationState struct {
+	engines []engineEntry
+	client  *http.Client
+}
+type engineEntry struct {
+	selection ckconfig.Selection
+	engine    *pk.Engine
+}
+
+func loadApplication(ctx context.Context, selection ckconfig.Selection, _ struct{}, _ *invocationState) (*ck.Result[config.Config], error) {
+	if err := ctx.Err(); err != nil {
+		return nil, err
+	}
+	var source ck.Source
+	if selection.Config.Set {
+		if strings.TrimSpace(selection.Config.Value) == "" {
+			return nil, fmt.Errorf("--config requires a nonempty path")
+		}
+		source = ck.File(selection.Config.Value)
+	} else {
+		source = ck.SearchConfig("audita", ck.Searches(ck.WorkingDirectory(), ck.UserConfigDirectory(), ck.UnixSystemDirectories()))
+	}
+	return config.Load(ck.Input{Source: source}, selection.Overlay.Value, selection.Overrides...)
+}
+
+func loadPromptEngine(ctx context.Context, selection ckconfig.Selection, input struct{}, state *invocationState) (*pk.Engine, error) {
+	loaded, err := loadApplication(ctx, selection, input, state)
+	if err != nil {
+		return nil, err
+	}
+	var client *http.Client
+	if state != nil {
+		client = state.client
+	}
+	return llm.NewEngine(ctx, loaded, client)
+}
+
+func capturePromptEngine(ctx context.Context, selection ckconfig.Selection, input struct{}, state *invocationState) (*pk.Engine, error) {
+	if state != nil {
+		for _, entry := range state.engines {
+			if reflect.DeepEqual(entry.selection, selection) {
+				return entry.engine, nil
+			}
+		}
+	}
+	engine, err := loadPromptEngine(ctx, selection, input, state)
+	if err != nil {
+		return nil, err
+	}
+	if state != nil {
+		state.engines = append(state.engines, engineEntry{selection: selection, engine: engine})
+	}
+	return engine, nil
+}
+
+func buildApplication(extra ...commandkit.Declaration) (*commandkit.App, error) {
+	return buildApplicationWithClient(nil, extra...)
+}
+
+func buildApplicationWithClient(client *http.Client, extra ...commandkit.Declaration) (*commandkit.App, error) {
+	appScope := ckconfig.FromConfigKit("app", "Audita application settings.", loadApplication)
+	appScope.Features.Overrides = true
+	promptScope := ckprompt.ConfigScope(loadPromptEngine)
+	configCommand := ckconfig.Command(ckconfig.Suite[struct{}, *invocationState]{NewState: func() *invocationState { return &invocationState{client: client} }, Scopes: []ckconfig.Scope[struct{}, *invocationState]{appScope, promptScope}})
+	definitions := ckprompt.WithNamespaces(ckprompt.FromEngine(capturePromptEngine), pk.Namespaces{})
+	definitions.NewState = func() *invocationState { return &invocationState{client: client} }
+	definitions = ckprompt.WithRequestValidation(definitions, capturePromptEngine, func(_ context.Context, seed ckprompt.ValidationRequest, _ struct{}, _ *invocationState) (pk.RunRequest, error) {
+		return applicationPromptRequest(seed.Request, seed.Namespaces), nil
+	})
+	definitions = ckprompt.WithRequestPreparation(definitions, capturePromptEngine, func(_ context.Context, seed ckprompt.PreparationRequest, _ struct{}, _ *invocationState) (pk.RunRequest, error) {
+		return applicationPromptRequest(seed.Request, seed.Namespaces), nil
+	})
+	definitions = ckprompt.WithSmokeTesting(definitions, capturePromptEngine, nil)
+	declarations := []commandkit.Declaration{configCommand, commandkit.Completion("audita"), processCommand()}
+	declarations = append(declarations, ckprompt.Declarations(definitions)...)
+	declarations = append(declarations, extra...)
+	return commandkit.New(commandkit.Identity{Name: "audita", Version: buildinfo.Version()}, declarations...)
+}
+
+// applicationPromptRequest supplies instructions only for Audita's maintained prompts.
+func applicationPromptRequest(request pk.RunRequest, namespaces *pk.Namespaces) pk.RunRequest {
+	id := request.PromptID
+	if !strings.Contains(id, "/") && namespaces != nil && namespaces.Prompt != "" {
+		id = namespaces.Prompt + "/" + id
+	}
+	if _, ok := prompts.LookupMetadata(id); ok {
+		request.Vars = prompts.WithSharedVariables(request.Vars)
+	}
+	return request
+}

internal/cli/app_wiring_test.go

@@ -0,0 +1,232 @@
+package cli
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"io"
+	"net/http"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+
+	"go.maximumdirect.net/ckconfig"
+	"go.maximumdirect.net/ckprompt"
+	commandkit "go.maximumdirect.net/commandkit"
+	pk "go.maximumdirect.net/promptkit"
+)
+
+func TestNativeConfigurationAndResourceCommands(t *testing.T) {
+	dir := t.TempDir()
+	file := filepath.Join(dir, "config.yml")
+	if err := os.WriteFile(file, []byte("version: 3\ncontext:\n  description: example\n"), 0644); err != nil {
+		t.Fatal(err)
+	}
+	app, err := buildApplication()
+	if err != nil {
+		t.Fatal(err)
+	}
+	for _, tc := range []struct {
+		args     []string
+		contains string
+	}{
+		{[]string{"--help"}, "audita"},
+		{[]string{"version"}, "audita"},
+		{[]string{"process", "--help"}, "transcript"},
+		{[]string{"config", "show", "--scope", "app", "--config", file}, "example"},
+		{[]string{"promptkit", "list", "prompts", "--config", file}, "audita/modules.grammar.proposal"},
+	} {
+		var out, stderr bytes.Buffer
+		result := app.Execute(context.Background(), tc.args, commandkit.Streams{Out: &out, Err: &stderr})
+		if result.Status != 0 || !strings.Contains(out.String(), tc.contains) {
+			t.Errorf("%v: status=%d out=%q err=%q", tc.args, result.Status, out.String(), stderr.String())
+		}
+	}
+}
+
+func TestNativeConfigurationSelectionsAndComparison(t *testing.T) {
+	dir := t.TempDir()
+	first, second := filepath.Join(dir, "first.yml"), filepath.Join(dir, "second.yml")
+	for name, data := range map[string]string{first: "context:\n  description: before\n", second: "context:\n  description: after\n"} {
+		if err := os.WriteFile(name, []byte(data), 0644); err != nil {
+			t.Fatal(err)
+		}
+	}
+	app, err := buildApplication()
+	if err != nil {
+		t.Fatal(err)
+	}
+	var out, stderr bytes.Buffer
+	outcome := app.Execute(context.Background(), []string{"config", "diff", "--details", "--check", "--scope=app", "--config", first, "--against-config", second, "--set=/context/description=\"left\"", "--against-set=/context/description=\"right\""}, commandkit.Streams{Out: &out, Err: &stderr})
+	if outcome.Status != 3 || !strings.Contains(out.String(), "left") || !strings.Contains(out.String(), "right") {
+		t.Fatalf("status=%d output=%q err=%q", outcome.Status, out.String(), stderr.String())
+	}
+	out.Reset()
+	stderr.Reset()
+	outcome = app.Execute(context.Background(), []string{"config", "show", "--scope=app", "--config", filepath.Join(dir, "missing.yml")}, commandkit.Streams{Out: &out, Err: &stderr})
+	if outcome.Status == 0 {
+		t.Fatalf("missing file accepted: %s", out.String())
+	}
+}
+
+func TestExplicitEmptyConfigurationPathFails(t *testing.T) {
+	app, err := buildApplication()
+	if err != nil {
+		t.Fatal(err)
+	}
+	var out, stderr bytes.Buffer
+	result := app.Execute(context.Background(), []string{"config", "show", "--scope=app", "--config="}, commandkit.Streams{Out: &out, Err: &stderr})
+	if result.Status == 0 {
+		t.Fatal("explicit empty path accepted")
+	}
+}
+
+func TestPromptConfigurationComparisonAcquiresEqualSelectionsIndependently(t *testing.T) {
+	dir := t.TempDir()
+	main := filepath.Join(dir, "config.yml")
+	if err := os.WriteFile(main, []byte("version: 3\n"), 0600); err != nil {
+		t.Fatal(err)
+	}
+	resource := filepath.Join(dir, "prompts.yml")
+	writeProfile := func(model string) {
+		t.Helper()
+		if err := os.WriteFile(resource, []byte("profiles: [{id: local, model: "+model+"}]\n"), 0600); err != nil {
+			t.Fatal(err)
+		}
+	}
+	writeProfile("before")
+	scope := ckprompt.ConfigScope(func(ctx context.Context, selection ckconfig.Selection, input struct{}, state *invocationState) (*pk.Engine, error) {
+		engine, err := loadPromptEngine(ctx, selection, input, state)
+		writeProfile("after")
+		return engine, err
+	})
+	side := ckconfig.ComparisonSide[struct{}]{Selection: ckconfig.Selection{
+		Config: commandkit.Supplied[string]{Value: main, Set: true},
+	}}
+	result, err := scope.Compare(context.Background(), ckconfig.ComparisonRequest[struct{}]{Left: side, Right: side}, &invocationState{})
+	if err != nil {
+		t.Fatal(err)
+	}
+	for _, difference := range result.Value {
+		if strings.Contains(difference.Left.YAML, "before") && strings.Contains(difference.Right.YAML, "after") {
+			return
+		}
+	}
+	t.Fatal("comparison did not capture the model before and after the resource changed")
+}
+
+func TestRequestInspectionAndExplicitSmokeUseSameSources(t *testing.T) {
+	dir := t.TempDir()
+	file := filepath.Join(dir, "config.yml")
+	if err := os.WriteFile(file, []byte("version: 3\n"), 0644); err != nil {
+		t.Fatal(err)
+	}
+	resources := `backends:
+  - id: local
+    endpoint: https://example.invalid/v1
+    smoke_tests:
+      default_profile: fixture
+      authentication:
+        kind: none
+profiles:
+  - id: fixture
+    backend: local
+    model: sample
+collections:
+  audita:
+    prompts:
+      - id: modules.grammar.proposal
+        messages:
+          - role: user
+            content: 'Replacement {{.HardeningPolicy}} {{.SectionJSON}}'
+        output:
+          format: text
+          validation_mode: none
+`
+	if err := os.WriteFile(filepath.Join(dir, "prompts.yml"), []byte(resources), 0644); err != nil {
+		t.Fatal(err)
+	}
+	calls := 0
+	client := &http.Client{Transport: roundTripFunc(func(req *http.Request) (*http.Response, error) {
+		calls++
+		body := `{}`
+		if req.Method == http.MethodPost {
+			requestBody, err := io.ReadAll(req.Body)
+			if err != nil {
+				t.Fatal(err)
+			}
+			content := "PROMPTKIT_OK"
+			if strings.Contains(string(requestBody), "response_format") {
+				content = `{"status":"ok"}`
+			}
+			encoded, err := json.Marshal(content)
+			if err != nil {
+				t.Fatal(err)
+			}
+			body = `{"model":"sample","choices":[{"message":{"content":` + string(encoded) + `}}]}`
+		}
+		return &http.Response{StatusCode: 200, Header: make(http.Header), Body: io.NopCloser(strings.NewReader(body)), Request: req}, nil
+	})}
+	app, err := buildApplicationWithClient(client)
+	if err != nil {
+		t.Fatal(err)
+	}
+	execute := func(args ...string) (commandkit.Outcome, string, string) {
+		t.Helper()
+		var out, stderr bytes.Buffer
+		result := app.Execute(context.Background(), args, commandkit.Streams{Out: &out, Err: &stderr})
+		return result, out.String(), stderr.String()
+	}
+	common := []string{"--config", file, "--llm-profile", "fixture"}
+	args := append([]string{"promptkit", "show", "prepared", "audita/modules.grammar.proposal"}, common...)
+	args = append(args, "--llm-var", "SectionJSON=[]", "--llm-var", "HardeningPolicy=custom-instruction")
+	outcome, out, stderr := execute(args...)
+	if outcome.Status != 0 || !strings.Contains(out, "Replacement custom-instruction") {
+		t.Fatalf("preview status=%d out=%q err=%q", outcome.Status, out, stderr)
+	}
+	args = append([]string{"promptkit", "requirements", "validate", "audita/validators.editorial_review"}, common...)
+	args = append(args, "--llm-var", `PayloadJSON=[{"correction_index":1,"original_segment_text":"teh cat","corrected_segment_text":"the cat"}]`, "--llm-var", "TranscriptDescriptionBlock=")
+	outcome, out, stderr = execute(args...)
+	if outcome.Status != 0 {
+		t.Fatalf("validator status=%d out=%q err=%q", outcome.Status, out, stderr)
+	}
+	validatorPreview := append([]string{"promptkit", "show", "prepared", "audita/validators.editorial_review"}, common...)
+	validatorPreview = append(validatorPreview, "--llm-var", `PayloadJSON=[{"correction_index":1,"original_segment_text":"teh cat","corrected_segment_text":"the cat"}]`, "--llm-var", "TranscriptDescriptionBlock=")
+	outcome, out, stderr = execute(validatorPreview...)
+	if outcome.Status != 0 || !strings.Contains(out, "teh cat") {
+		t.Fatalf("validator preview status=%d out=%q err=%q", outcome.Status, out, stderr)
+	}
+	if calls != 0 {
+		t.Fatalf("inspection made %d provider calls", calls)
+	}
+	outcome, out, stderr = execute("promptkit", "test", "reachability", "--config", file, "--llm-backend", "local")
+	if outcome.Status != 0 || calls == 0 {
+		t.Fatalf("smoke status=%d calls=%d out=%q err=%q", outcome.Status, calls, out, stderr)
+	}
+	previous := calls
+	outcome, out, stderr = execute("promptkit", "test", "all", "--config", file, "--llm-backend", "local", "--llm-profile", "fixture", "--format=json")
+	if outcome.Status != 0 || calls <= previous || !strings.Contains(out, "structured_output") || !strings.Contains(out, "text_inference") {
+		t.Fatalf("aggregate status=%d calls=%d out=%q err=%q", outcome.Status, calls, out, stderr)
+	}
+}
+
+type roundTripFunc func(*http.Request) (*http.Response, error)
+
+func (f roundTripFunc) RoundTrip(req *http.Request) (*http.Response, error) { return f(req) }
+
+func TestRequestDefaultsRespectNamespaceAndCallerVariables(t *testing.T) {
+	request := pk.RunRequest{PromptID: "modules.grammar.proposal", Vars: map[string]string{"HardeningPolicy": "caller"}}
+	result := applicationPromptRequest(request, &pk.Namespaces{Prompt: "audita"})
+	if result.Vars["HardeningPolicy"] != "caller" || result.Vars["ProposalContract"] == "" {
+		t.Fatalf("variables=%v", result.Vars)
+	}
+	if _, changed := request.Vars["ProposalContract"]; changed {
+		t.Fatal("input variables mutated")
+	}
+	generic := pk.RunRequest{PromptID: "generic", Vars: map[string]string{"x": "y"}}
+	result = applicationPromptRequest(generic, nil)
+	if len(result.Vars) != 1 || result.Vars["x"] != "y" {
+		t.Fatalf("generic request changed: %v", result.Vars)
+	}
+}

internal/cli/config_input.go

@@ -1,222 +0,0 @@
-package cli
-
-import (
-	"errors"
-	"flag"
-	"fmt"
-	"io"
-	"os"
-	"path/filepath"
-	"strconv"
-	"strings"
-
-	ck "gitea.maximumdirect.net/eric/ConfigKit"
-	"gitea.maximumdirect.net/eric/audita/internal/core/config"
-)
-
-var systemConfigPaths = []string{"/usr/local/etc/audita/config.yml", "/etc/audita/config.yml"}
-
-type configInput struct {
-	ConfigPath     string
-	ConfigPathSet  bool
-	Overlay        string
-	View           string
-	TranscriptPath string
-	GlossaryPath   string
-	OutputPath     string
-	Overrides      []ck.Override
-}
-
-type selectedConfig struct {
-	Path   string
-	Source string
-	Result *ck.Result[config.Config]
-}
-
-// parseConfigInput owns the common setting flags and process-only path flags.
-// A transcript before flags and one after flags are both accepted.
-func parseConfigInput(command string, args []string, output io.Writer) (configInput, bool, error) {
-	var input configInput
-	fs := flag.NewFlagSet(command, flag.ContinueOnError)
-	fs.SetOutput(output)
-	configPath := fs.String("config", "", "Main configuration YAML file")
-	overlay := fs.String("overlay", "", "Selected configuration overlay")
-	if command == "print-effective" {
-		fs.String("view", "settings", "Effective view: settings, profiles, or explain")
-	}
-	settingPaths := map[string]ck.Path{
-		"proposal-profile":                 ck.Keys("llm", "proposal_profile"),
-		"validation-profile":               ck.Keys("llm", "validation_profile"),
-		"output-schema":                    ck.Keys("output", "schema"),
-		"validation-max-prompt-tokens":     ck.Keys("validation", "max_prompt_tokens"),
-		"target-sections":                  ck.Keys("chunking", "target_sections"),
-		"max-section-tokens":               ck.Keys("chunking", "max_section_tokens"),
-		"min-section-tokens":               ck.Keys("chunking", "min_section_tokens"),
-		"normalize-max-segment-gap":        ck.Keys("normalization", "max_segment_gap"),
-		"normalize-ellipsis-gap":           ck.Keys("normalization", "ellipsis_gap"),
-		"normalize-max-segment-duration":   ck.Keys("normalization", "max_segment_duration"),
-		"normalize-max-segment-tokens":     ck.Keys("normalization", "max_segment_tokens"),
-		"glossary-confidence-threshold":    ck.Keys("thresholds", "glossary"),
-		"homophones-confidence-threshold":  ck.Keys("thresholds", "homophones"),
-		"spoken-word-confidence-threshold": ck.Keys("thresholds", "spoken_word"),
-		"grammar-confidence-threshold":     ck.Keys("thresholds", "grammar"),
-		"transcript-description":           ck.Keys("context", "description"),
-		"reporting":                        ck.Keys("reporting", "enabled"),
-		"report-dir":                       ck.Keys("reporting", "stdout_dir"),
-		"debug":                            ck.Keys("diagnostics", "debug"),
-		"work-dir":                         ck.Keys("diagnostics", "work_dir"),
-		"modules":                          ck.Keys("pipeline", "modules"),
-	}
-	for name := range settingPaths {
-		switch name {
-		case "reporting", "debug":
-			fs.Bool(name, false, "Setting override")
-		case "validation-max-prompt-tokens", "target-sections", "max-section-tokens", "min-section-tokens", "normalize-max-segment-tokens":
-			fs.Int(name, 0, "Setting override")
-		case "normalize-max-segment-gap", "normalize-ellipsis-gap", "normalize-max-segment-duration", "glossary-confidence-threshold", "homophones-confidence-threshold", "spoken-word-confidence-threshold", "grammar-confidence-threshold":
-			fs.Float64(name, 0, "Setting override")
-		default:
-			fs.String(name, "", "Setting override")
-		}
-	}
-	if command == "process" {
-		fs.String("glossary", "", "Glossary YAML file")
-		fs.String("output", "", "Corrected transcript output file")
-	}
-	parseArgs := args
-	front := ""
-	if command == "process" && len(args) > 0 && !strings.HasPrefix(args[0], "-") {
-		front, parseArgs = args[0], args[1:]
-	}
-	if err := fs.Parse(parseArgs); err != nil {
-		if errors.Is(err, flag.ErrHelp) {
-			return configInput{}, true, nil
-		}
-		return configInput{}, false, err
-	}
-	positions := fs.Args()
-	if front != "" {
-		positions = append([]string{front}, positions...)
-	}
-	if command == "process" {
-		if len(positions) != 1 {
-			return configInput{}, false, fmt.Errorf("expected exactly one transcript JSON path")
-		}
-		input.TranscriptPath = positions[0]
-		input.GlossaryPath = fs.Lookup("glossary").Value.String()
-		input.OutputPath = fs.Lookup("output").Value.String()
-		if strings.TrimSpace(input.GlossaryPath) == "" {
-			return configInput{}, false, fmt.Errorf("--glossary is required")
-		}
-	} else if len(positions) != 0 {
-		return configInput{}, false, fmt.Errorf("unexpected positional arguments")
-	}
-	input.ConfigPath, input.Overlay = *configPath, *overlay
-	if command == "print-effective" {
-		input.View = fs.Lookup("view").Value.String()
-		switch input.View {
-		case "settings", "profiles", "explain":
-		default:
-			return configInput{}, false, fmt.Errorf("unknown effective view %q", input.View)
-		}
-	}
-	fs.Visit(func(f *flag.Flag) {
-		if f.Name == "config" {
-			input.ConfigPathSet = true
-		}
-		path, ok := settingPaths[f.Name]
-		if !ok {
-			return
-		}
-		var value any = f.Value.String()
-		switch f.Name {
-		case "reporting", "debug":
-			value, _ = strconv.ParseBool(f.Value.String())
-		case "modules":
-			modules, err := config.ParseModulesCSV(f.Value.String())
-			if err != nil {
-				value = err
-			} else {
-				values := make([]any, len(modules))
-				for i, module := range modules {
-					values[i] = module
-				}
-				value = values
-			}
-		case "validation-max-prompt-tokens", "target-sections", "max-section-tokens", "min-section-tokens", "normalize-max-segment-tokens":
-			value, _ = strconv.Atoi(f.Value.String())
-		case "normalize-max-segment-gap", "normalize-ellipsis-gap", "normalize-max-segment-duration", "glossary-confidence-threshold", "homophones-confidence-threshold", "spoken-word-confidence-threshold", "grammar-confidence-threshold":
-			value, _ = strconv.ParseFloat(f.Value.String(), 64)
-		}
-		input.Overrides = append(input.Overrides, ck.Override{Path: path, Value: value, Flag: "--" + f.Name})
-	})
-	for _, override := range input.Overrides {
-		if err, ok := override.Value.(error); ok {
-			return configInput{}, false, fmt.Errorf("%s: %w", override.Flag, err)
-		}
-	}
-	return input, false, nil
-}
-
-func selectConfigPath(explicit string, set bool, stat func(string) (os.FileInfo, error), candidates []string) (string, string, error) {
-	if set {
-		if strings.TrimSpace(explicit) == "" {
-			return "", "", fmt.Errorf("--config requires a nonempty path")
-		}
-		if _, err := stat(explicit); err != nil {
-			return "", "", fmt.Errorf("config file %q: %w", explicit, err)
-		}
-		return explicit, "flag", nil
-	}
-	for _, path := range candidates {
-		if _, err := stat(path); err == nil {
-			return path, "default", nil
-		} else if !os.IsNotExist(err) {
-			return "", "", fmt.Errorf("config file %q: %w", path, err)
-		}
-	}
-	return "", "", fmt.Errorf("no configuration file found; select a config with backend and profile settings")
-}
-
-func loadConfigInput(input configInput, command string) (selectedConfig, error) {
-	if command == "validate" && (!input.ConfigPathSet || strings.TrimSpace(input.ConfigPath) == "") {
-		return selectedConfig{}, fmt.Errorf("--config is required")
-	}
-	path, source, err := selectConfigPath(input.ConfigPath, input.ConfigPathSet, os.Stat, systemConfigPaths)
-	if err != nil {
-		return selectedConfig{}, err
-	}
-	loaded, err := config.Load(ck.File(path), input.Overlay, input.Overrides...)
-	if err != nil {
-		return selectedConfig{}, err
-	}
-	return selectedConfig{Path: path, Source: source, Result: loaded}, nil
-}
-
-func configInputError(err error) string {
-	var loadErr *ck.LoadError
-	if !errors.As(err, &loadErr) {
-		return err.Error()
-	}
-	var messages []string
-	for _, diagnostic := range loadErr.Diagnostics() {
-		messages = append(messages, diagnostic.Message)
-	}
-	if len(messages) == 0 {
-		return err.Error()
-	}
-	return strings.Join(messages, "; ")
-}
-
-func selectedReportDir(cfg config.Config, outputPath string) (string, error) {
-	if !cfg.Reporting.Enabled {
-		return "", nil
-	}
-	if outputPath != "" {
-		return filepath.Dir(outputPath), nil
-	}
-	if strings.TrimSpace(cfg.Reporting.StdoutDir) == "" {
-		return "", fmt.Errorf("report directory is required when reporting is enabled and transcript output is stdout")
-	}
-	return cfg.Reporting.StdoutDir, nil
-}

internal/cli/config_input_test.go

@@ -1,250 +0,0 @@
-package cli
-
-import (
-	"errors"
-	"io"
-	"os"
-	"path/filepath"
-	"strings"
-	"testing"
-
-	ck "gitea.maximumdirect.net/eric/ConfigKit"
-	"gitea.maximumdirect.net/eric/audita/internal/core/config"
-)
-
-func TestSharedConfigInput(t *testing.T) {
-	for _, command := range []string{"process", "validate", "print-effective"} {
-		t.Run(command, func(t *testing.T) {
-			args := []string{"--config", "main.yml", "--overlay", "testing", "--proposal-profile", "economy", "--modules", "", "--target-sections", "0"}
-			if command == "process" {
-				args = append([]string{"transcript.json", "--glossary", "glossary.yml"}, args...)
-			}
-			input, help, err := parseConfigInput(command, args, io.Discard)
-			if err != nil || help {
-				t.Fatalf("parse: %+v %v %v", input, help, err)
-			}
-			if !input.ConfigPathSet || input.ConfigPath != "main.yml" || input.Overlay != "testing" || len(input.Overrides) != 3 {
-				t.Fatalf("selection: %+v", input)
-			}
-			for _, override := range input.Overrides {
-				switch override.Path.String() {
-				case ck.Keys("pipeline", "modules").String():
-					if values, ok := override.Value.([]any); !ok || len(values) != 0 {
-						t.Fatalf("empty modules: %#v", override.Value)
-					}
-				case ck.Keys("chunking", "target_sections").String():
-					if override.Value != 0 {
-						t.Fatalf("zero target: %#v", override.Value)
-					}
-				}
-			}
-		})
-	}
-}
-
-func TestConfigInputRejectsRemovedAndProcessOnlyFlags(t *testing.T) {
-	for _, command := range []string{"process", "validate", "print-effective"} {
-		for _, flag := range []string{"--model", "--llm-api-key", "--max-retries", "--llm-concurrency", "--report-json", "--work-dir-retention"} {
-			args := []string{flag, "value"}
-			if command == "process" {
-				args = append([]string{"transcript.json", "--glossary", "glossary.yml"}, args...)
-			}
-			if _, _, err := parseConfigInput(command, args, io.Discard); err == nil {
-				t.Fatalf("%s accepted %s", command, flag)
-			}
-		}
-	}
-	for _, command := range []string{"validate", "print-effective"} {
-		if _, _, err := parseConfigInput(command, []string{"--glossary", "glossary.yml"}, io.Discard); err == nil {
-			t.Fatalf("%s accepted process path", command)
-		}
-		if _, _, err := parseConfigInput(command, []string{"transcript.json"}, io.Discard); err == nil {
-			t.Fatalf("%s accepted positional", command)
-		}
-	}
-	for _, command := range []string{"process", "validate", "print-effective"} {
-		_, help, err := parseConfigInput(command, []string{"--help"}, io.Discard)
-		if err != nil || !help {
-			t.Fatalf("%s help: %v %v", command, help, err)
-		}
-	}
-}
-
-func TestConfigSelection(t *testing.T) {
-	dir := t.TempDir()
-	first, second := filepath.Join(dir, "first.yml"), filepath.Join(dir, "second.yml")
-	if err := os.WriteFile(second, []byte("version: 2\n"), 0600); err != nil {
-		t.Fatal(err)
-	}
-	path, source, err := selectConfigPath("", false, os.Stat, []string{first, second})
-	if err != nil || path != second || source != "default" {
-		t.Fatalf("discovery: %q %q %v", path, source, err)
-	}
-	for _, tc := range []struct {
-		explicit   string
-		set        bool
-		candidates []string
-	}{
-		{"", true, []string{second}}, {first, true, []string{second}}, {"", false, []string{first}},
-	} {
-		if _, _, err := selectConfigPath(tc.explicit, tc.set, os.Stat, tc.candidates); err == nil {
-			t.Fatalf("accepted unavailable selection: %+v", tc)
-		}
-	}
-	statDenied := func(string) (os.FileInfo, error) { return nil, os.ErrPermission }
-	if _, _, err := selectConfigPath("", false, statDenied, []string{first}); !errors.Is(err, os.ErrPermission) {
-		t.Fatalf("inaccessible candidate: %v", err)
-	}
-	path, source, err = selectConfigPath(second, true, os.Stat, []string{first})
-	if err != nil || path != second || source != "flag" {
-		t.Fatalf("explicit path: %q %q %v", path, source, err)
-	}
-}
-
-func TestLegacyEnvironmentDoesNotSelectConfig(t *testing.T) {
-	t.Setenv("AUDITA_CONFIG", filepath.Join(t.TempDir(), "legacy.yml"))
-	_, _, err := selectConfigPath("", false, os.Stat, []string{filepath.Join(t.TempDir(), "missing.yml")})
-	if err == nil || !strings.Contains(err.Error(), "no configuration file") {
-		t.Fatalf("legacy environment changed discovery: %v", err)
-	}
-}
-
-func TestEffectiveViewParsing(t *testing.T) {
-	for _, view := range []string{"settings", "profiles", "explain"} {
-		input, _, err := parseConfigInput("print-effective", []string{"--view", view}, io.Discard)
-		if err != nil || input.View != view {
-			t.Fatalf("%q: %+v %v", view, input, err)
-		}
-	}
-	if _, _, err := parseConfigInput("print-effective", []string{"--view", "raw"}, io.Discard); err == nil {
-		t.Fatal("unknown view accepted")
-	}
-	if _, _, err := parseConfigInput("validate", []string{"--view", "profiles"}, io.Discard); err == nil {
-		t.Fatal("validate accepted inspection-only flag")
-	}
-}
-
-func TestSharedLoadingUsesSelectedFileOverlayAndVisitedOverrides(t *testing.T) {
-	dir := t.TempDir()
-	if err := os.Mkdir(filepath.Join(dir, "overlays"), 0700); err != nil {
-		t.Fatal(err)
-	}
-	main := filepath.Join(dir, "config.yml")
-	base := "version: 2\nbackends:\n  local:\n    endpoint: https://local.invalid/v1\nllm:\n  proposal_profile: base\nchunking:\n  max_section_tokens: 900\n"
-	if err := os.WriteFile(main, []byte(base), 0600); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(filepath.Join(dir, "overlays", "testing.yml"), []byte("llm:\n  proposal_profile: testing\n"), 0600); err != nil {
-		t.Fatal(err)
-	}
-	for _, command := range []string{"process", "validate", "print-effective"} {
-		args := []string{"--config", main, "--overlay", "testing", "--min-section-tokens", "500"}
-		if command == "process" {
-			args = append([]string{"input.json", "--glossary", "glossary.yml"}, args...)
-		}
-		input, _, err := parseConfigInput(command, args, io.Discard)
-		if err != nil {
-			t.Fatal(err)
-		}
-		selected, err := loadConfigInput(input, command)
-		if err != nil {
-			t.Fatal(err)
-		}
-		c := selected.Result.Config
-		if c.LLM.ProposalProfile != "testing" || c.LLM.ValidationProfile != "testing" || c.Chunking.MinSectionTokens != 500 || c.Chunking.MaxSectionTokens != 900 {
-			t.Fatalf("%s resolved %+v", command, c)
-		}
-	}
-	input, _, err := parseConfigInput("validate", []string{"--overlay", "testing"}, io.Discard)
-	if err != nil {
-		t.Fatal(err)
-	}
-	if _, err := loadConfigInput(input, "validate"); err == nil {
-		t.Fatal("validate accepted discovery")
-	}
-	input, _, err = parseConfigInput("validate", []string{"--config", main}, io.Discard)
-	if err != nil {
-		t.Fatal(err)
-	}
-	if _, err := loadConfigInput(input, "validate"); err == nil {
-		t.Fatal("unmodified invalid lower-precedence section relation accepted")
-	}
-}
-
-func TestReportingAndDebugOverridesRemainIndependent(t *testing.T) {
-	dir := t.TempDir()
-	if err := os.Mkdir(filepath.Join(dir, "overlays"), 0700); err != nil {
-		t.Fatal(err)
-	}
-	main := filepath.Join(dir, "config.yml")
-	base := "version: 2\nbackends:\n  local:\n    endpoint: https://local.invalid/v1\nllm:\n  proposal_profile: base\n"
-	if err := os.WriteFile(main, []byte(base), 0600); err != nil {
-		t.Fatal(err)
-	}
-	if err := os.WriteFile(filepath.Join(dir, "overlays", "testing.yml"), []byte("reporting:\n  enabled: true\n  stdout_dir: reports\ndiagnostics:\n  debug: true\n"), 0600); err != nil {
-		t.Fatal(err)
-	}
-	defaultInput, _, err := parseConfigInput("validate", []string{"--config", main}, io.Discard)
-	if err != nil {
-		t.Fatal(err)
-	}
-	defaults, err := loadConfigInput(defaultInput, "validate")
-	if err != nil {
-		t.Fatal(err)
-	}
-	if !defaults.Result.Config.Reporting.Enabled || defaults.Result.Config.Reporting.StdoutDir != "." || defaults.Result.Config.Diagnostics.Debug {
-		t.Fatalf("unexpected defaults: %+v", defaults.Result.Config)
-	}
-	for _, command := range []string{"process", "validate", "print-effective"} {
-		args := []string{"--config", main, "--overlay", "testing", "--reporting=false", "--debug=false"}
-		if command == "process" {
-			args = append([]string{"input.json", "--glossary", "glossary.yml"}, args...)
-		}
-		input, _, err := parseConfigInput(command, args, io.Discard)
-		if err != nil {
-			t.Fatal(err)
-		}
-		if len(input.Overrides) != 2 || input.Overrides[0].Value != false || input.Overrides[1].Value != false {
-			t.Fatalf("boolean overrides must remain typed: %+v", input.Overrides)
-		}
-		selected, err := loadConfigInput(input, command)
-		if err != nil {
-			t.Fatal(err)
-		}
-		if selected.Result.Config.Reporting.Enabled || selected.Result.Config.Diagnostics.Debug || selected.Result.Config.Reporting.StdoutDir != "reports" {
-			t.Fatalf("%s did not honor explicit false: %+v", command, selected.Result.Config)
-		}
-	}
-}
-
-func TestReportDirectorySelectionOnlyUsesActiveDestination(t *testing.T) {
-	cfg := config.Config{Reporting: config.Reporting{Enabled: true, StdoutDir: "reports"}}
-	if got, err := selectedReportDir(cfg, ""); err != nil || got != "reports" {
-		t.Fatalf("stdout destination: %q %v", got, err)
-	}
-	cfg.Reporting.StdoutDir = ""
-	if got, err := selectedReportDir(cfg, filepath.Join("out", "corrected.json")); err != nil || got != "out" {
-		t.Fatalf("file destination ignored stdout setting: %q %v", got, err)
-	}
-	if _, err := selectedReportDir(cfg, ""); err == nil {
-		t.Fatal("enabled stdout reporting accepted blank destination")
-	}
-	cfg.Reporting.Enabled = false
-	if got, err := selectedReportDir(cfg, ""); err != nil || got != "" {
-		t.Fatalf("disabled reporting probed destination: %q %v", got, err)
-	}
-}
-
-func TestBareBooleanFlagsAndReportDirectoryOverride(t *testing.T) {
-	input, _, err := parseConfigInput("process", []string{"input.json", "--glossary", "glossary.yml", "--reporting", "--debug", "--report-dir", "reports"}, io.Discard)
-	if err != nil {
-		t.Fatal(err)
-	}
-	values := map[string]any{}
-	for _, override := range input.Overrides {
-		values[override.Path.String()] = override.Value
-	}
-	if values[ck.Keys("reporting", "enabled").String()] != true || values[ck.Keys("diagnostics", "debug").String()] != true || values[ck.Keys("reporting", "stdout_dir").String()] != "reports" {
-		t.Fatalf("incorrect visited overrides: %+v", values)
-	}
-}

internal/cli/examples_integration_test.go

@@ -0,0 +1,156 @@
+package cli
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"io"
+	"net/http"
+	"os"
+	"path/filepath"
+	"runtime"
+	"strings"
+	"sync"
+	"sync/atomic"
+	"testing"
+
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/config"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/schema"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/llm"
+	ck "go.maximumdirect.net/configkit"
+)
+
+func TestMaintainedProjectsWithControlledProvider(t *testing.T) {
+	_, file, _, ok := runtime.Caller(0)
+	if !ok {
+		t.Fatal("cannot locate examples")
+	}
+	root := filepath.Join(filepath.Dir(file), "..", "..", "examples")
+	t.Setenv("AUDITA_EXAMPLE_KEY", "synthetic-example-key")
+	for _, tc := range []struct{ dir, main, overlay string }{
+		{"local", "config.yml", ""}, {"service", "config.yml", "testing"},
+		{"prompt-edit", "config.yml", ""}, {"campaigns", "first.yml", ""}, {"campaigns", "second.yml", ""},
+	} {
+		t.Run(tc.dir+"/"+tc.main, func(t *testing.T) {
+			main := filepath.Join(root, tc.dir, tc.main)
+			loaded, err := config.Load(ck.Input{Source: ck.File(main)}, tc.overlay)
+			if err != nil {
+				t.Fatal(err)
+			}
+			loaded.Config.Reporting.Enabled = false
+			var calls atomic.Int32
+			var mu sync.Mutex
+			var models, prompts []string
+			transport := controlledTransport(func(r *http.Request) (*http.Response, error) {
+				calls.Add(1)
+				var request struct {
+					Model    string `json:"model"`
+					Messages []struct {
+						Content string `json:"content"`
+					} `json:"messages"`
+				}
+				if err := json.NewDecoder(r.Body).Decode(&request); err != nil {
+					return nil, err
+				}
+				var content strings.Builder
+				for _, message := range request.Messages {
+					content.WriteString(message.Content)
+				}
+				mu.Lock()
+				models = append(models, request.Model)
+				prompts = append(prompts, content.String())
+				mu.Unlock()
+				return &http.Response{StatusCode: 200, Header: make(http.Header), Body: io.NopCloser(strings.NewReader(`{"model":"fixture","choices":[{"message":{"role":"assistant","content":"{\"corrections\":[]}"}}]}`)), Request: r}, nil
+			})
+			engine, err := llm.NewRuntime(context.Background(), loaded, &http.Client{Transport: transport})
+			if err != nil {
+				t.Fatal(err)
+			}
+			if tc.dir == "prompt-edit" {
+				prompt, err := engine.Engine.InspectPrompt(context.Background(), "audita/modules.grammar.proposal")
+				if err != nil || !strings.Contains(prompt.Messages[0].Content, "clearly supported grammatical errors") {
+					t.Fatalf("operator prompt: %+v %v", prompt, err)
+				}
+			}
+			raw, err := os.ReadFile(filepath.Join(root, tc.dir, "transcript.json"))
+			if err != nil {
+				t.Fatal(err)
+			}
+			source, err := schema.ParseSourceTranscriptJSON(raw)
+			if err != nil {
+				t.Fatal(err)
+			}
+			inputs := &processInputs{Configuration: loaded, Runtime: engine, Source: source}
+			prepared, err := prepareProcess(context.Background(), processInput{Transcript: filepath.Join(root, tc.dir, "transcript.json")}, inputs, &bytes.Buffer{})
+			if err != nil {
+				t.Fatal(err)
+			}
+			defer prepared.Prepared.Output.Close()
+			if _, err := executePipeline(context.Background(), inputs, prepared, sourceToCanonicalTranscript(source), func(error) {}); err != nil {
+				t.Fatal(err)
+			}
+			if int(calls.Load()) != len(loaded.Config.Pipeline.Stages) {
+				t.Fatalf("provider calls=%d", calls.Load())
+			}
+			if tc.dir == "service" && (len(models) != 1 || models[0] != "example-testing-model") {
+				t.Fatalf("overlay models=%v", models)
+			}
+			if tc.dir == "campaigns" && tc.main == "first.yml" {
+				if len(prompts) != 3 || !strings.Contains(prompts[0], `"name": "Lyra"`) || strings.Contains(prompts[0], `"name": "Shield"`) || !strings.Contains(prompts[1], `"name": "Shield"`) || strings.Contains(prompts[1], `"name": "Lyra"`) {
+					t.Fatalf("campaign glossary selections: %v", prompts)
+				}
+			}
+			if tc.dir == "campaigns" && tc.main == "second.yml" {
+				if len(prompts) != 2 || !strings.Contains(prompts[0], `"name": "Lyra"`) || strings.Contains(prompts[0], `"name": "Shield"`) {
+					t.Fatalf("second campaign glossary selection: %v", prompts)
+				}
+			}
+		})
+	}
+}
+
+func TestExamplePromptEditIsCapturedOnNextLoad(t *testing.T) {
+	_, file, _, ok := runtime.Caller(0)
+	if !ok {
+		t.Fatal("cannot locate examples")
+	}
+	source := filepath.Join(filepath.Dir(file), "..", "..", "examples", "prompt-edit")
+	dir := t.TempDir()
+	for _, name := range []string{"config.yml", "glossary.yml", "prompts.yml"} {
+		raw, err := os.ReadFile(filepath.Join(source, name))
+		if err != nil {
+			t.Fatal(err)
+		}
+		if err := os.WriteFile(filepath.Join(dir, name), raw, 0600); err != nil {
+			t.Fatal(err)
+		}
+	}
+	inspect := func() string {
+		loaded, err := config.Load(ck.Input{Source: ck.File(filepath.Join(dir, "config.yml"))}, "")
+		if err != nil {
+			t.Fatal(err)
+		}
+		engine, err := llm.NewRuntime(context.Background(), loaded, nil)
+		if err != nil {
+			t.Fatal(err)
+		}
+		prompt, err := engine.Engine.InspectPrompt(context.Background(), "audita/modules.grammar.proposal")
+		if err != nil {
+			t.Fatal(err)
+		}
+		return prompt.Messages[0].Content
+	}
+	before := inspect()
+	filePath := filepath.Join(dir, "prompts.yml")
+	raw, err := os.ReadFile(filePath)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if err := os.WriteFile(filePath, []byte(strings.Replace(string(raw), "clearly supported grammatical errors", "clearly supported punctuation errors", 1)), 0600); err != nil {
+		t.Fatal(err)
+	}
+	after := inspect()
+	if !strings.Contains(before, "grammatical errors") || !strings.Contains(after, "punctuation errors") {
+		t.Fatalf("before=%q after=%q", before, after)
+	}
+}

internal/cli/process.go

@@ -1,442 +1,92 @@
 package cli
 
 import (
-	"bytes"
-	"context"
-	"crypto/rand"
-	"encoding/hex"
 	"errors"
 	"fmt"
-	"io"
-	"strings"
 	"sync"
-	"time"
 
-	"gitea.maximumdirect.net/eric/audita/internal/core/chunking"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/normalization"
-	"gitea.maximumdirect.net/eric/audita/internal/core/config"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/outputschema"
-	"gitea.maximumdirect.net/eric/audita/internal/core/diagnostics"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/reporting"
-	coreio "gitea.maximumdirect.net/eric/audita/internal/core/io"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/schema"
-	"gitea.maximumdirect.net/eric/audita/internal/core/normalization"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/llm"
-	"gitea.maximumdirect.net/eric/audita/internal/core/outputschema"
+	"go.maximumdirect.net/ckconfig"
-	"gitea.maximumdirect.net/eric/audita/internal/core/redaction"
+	commandkit "go.maximumdirect.net/commandkit"
-	"gitea.maximumdirect.net/eric/audita/internal/core/reporting"
+	ck "go.maximumdirect.net/configkit"
-	"gitea.maximumdirect.net/eric/audita/internal/core/schema"
-	"gitea.maximumdirect.net/eric/audita/internal/framework/contracts"
-	"gitea.maximumdirect.net/eric/audita/internal/framework/llm"
-	"gitea.maximumdirect.net/eric/audita/internal/framework/modules"
-	"gitea.maximumdirect.net/eric/audita/internal/framework/outcomes"
-	"gitea.maximumdirect.net/eric/audita/internal/framework/processreport"
-	"gitea.maximumdirect.net/eric/audita/internal/framework/runner"
-	"gitea.maximumdirect.net/eric/audita/internal/framework/structuredoutput"
 )
 
-func runProcess(ctx context.Context, args []string, stdout, stderr io.Writer) int {
+// processResult carries the runner's transcript and ordinary report facts.
-	input, help, err := parseConfigInput("process", args, stderr)
+type processResult struct {
-	if err != nil {
+	Transcript *schema.Transcript
-		fmt.Fprintf(stderr, "audita process: %s\n", configInputError(err))
+	Snapshot   reporting.Snapshot
-		return 2
-	}
-	if help {
-		writeProcessUsage(stdout)
-		return 0
-	}
-	selected, err := loadConfigInput(input, "process")
-	if err != nil {
-		fmt.Fprintf(stderr, "audita process: %s\n", configInputError(err))
-		return 2
-	}
-	cfg := selected.Result.Config
-	reportDir, err := selectedReportDir(cfg, input.OutputPath)
-	if err != nil {
-		fmt.Fprintf(stderr, "audita process: %s\n", llm.RedactError(err, cfg))
-		return 2
-	}
-	if cfg.Diagnostics.Debug && strings.TrimSpace(cfg.Diagnostics.WorkDir) == "" {
-		fmt.Fprintln(stderr, "audita process: debug work directory is required")
-		return 2
-	}
-	if err := ctx.Err(); err != nil {
-		fmt.Fprintf(stderr, "audita process: %s\n", err)
-		return 1
-	}
-	runtime, err := llm.NewRuntime(ctx, cfg, selected.Path, nil)
-	if err != nil {
-		fmt.Fprintf(stderr, "audita process: %s\n", llm.RedactError(err, cfg))
-		if ctx.Err() != nil || llm.IsAssetError(err) {
-			return 1
-		}
-		return 2
-	}
-	specs, err := contracts.ResolveModuleRunSpecs(cfg.Pipeline.Modules)
-	if err != nil {
-		fmt.Fprintf(stderr, "audita process: %s\n", llm.RedactError(err, cfg))
-		return 2
-	}
-	runID, err := generateRunID()
-	if err != nil {
-		fmt.Fprintf(stderr, "audita process: run ID: %s\n", llm.RedactError(err, cfg))
-		return 1
-	}
-	started := time.Now().UTC()
-	state := &processState{cfg: cfg, runtime: runtime, specs: specs, runID: runID, started: started,
-		transcriptPath: input.TranscriptPath, glossaryPath: input.GlossaryPath, outputPath: input.OutputPath,
-		selected: selected, overlay: input.Overlay, stderr: stderr, stdout: stdout, ctx: ctx}
-	protected := []string{input.GlossaryPath}
-	for _, source := range selected.Result.Sources() {
-		if source.Path != "" {
-			protected = append(protected, source.Path)
-		}
-	}
-	protected = append(protected, runtime.ProfilePaths...)
-	session, err := diagnostics.PrepareOutput(diagnostics.OutputSelection{InputTranscriptPath: input.TranscriptPath, TranscriptPath: input.OutputPath,
-		ReportDir: reportDir, ReportingEnabled: cfg.Reporting.Enabled, ProtectedPaths: protected})
-	if err != nil {
-		fmt.Fprintf(stderr, "audita process: %s\n", llm.RedactError(err, cfg))
-		return 2
-	}
-	state.session = session
-	initial := state.snapshot(reporting.StatusInProgress, nil, nil)
-	initialBundle, err := state.bundle(initial)
-	if err != nil {
-		fmt.Fprintf(stderr, "audita process: %s\n", llm.RedactError(err, cfg))
-		return 1
-	}
-	initFailure := []processreport.RunFailure{{Phase: "initialization", Reason: outcomes.ReasonInternalFailure}}
-	failedInit, err := state.bundle(state.snapshot(reporting.StatusFailed, nil, initFailure))
-	if err != nil {
-		fmt.Fprintf(stderr, "audita process: %s\n", llm.RedactError(err, cfg))
-		return 1
-	}
-	if err := session.Initialize(initialBundle, failedInit); err != nil {
-		fmt.Fprintf(stderr, "audita process: %s\n", llm.RedactError(err, cfg))
-		return 1
-	}
-	state.startDebug()
-	return state.execute()
 }
 
-type processState struct {
+func runProcess(inv commandkit.Invocation, input processInput) commandkit.Outcome {
-	cfg            config.Config
+	loaded, err := loadProcessInputs(inv.Context, input, inv.ReportingMode())
-	runtime        *llm.Runtime
-	specs          []contracts.ModuleRunSpec
-	runID          string
-	started        time.Time
-	transcriptPath string
-	glossaryPath   string
-	outputPath     string
-	selected       selectedConfig
-	overlay        string
-	ctx            context.Context
-	stdout         io.Writer
-	stderr         io.Writer
-	session        *diagnostics.OutputSession
-	debugDir       *diagnostics.RunDirectory
-	debugWarnings  []string
-	debugMu        sync.Mutex
-	runOutput      *runner.RunOutput
-}
-
-func generateRunID() (string, error) {
-	var random [12]byte
-	if _, err := rand.Read(random[:]); err != nil {
-		return "", err
-	}
-	return "run-" + hex.EncodeToString(random[:]), nil
-}
-
-func (s *processState) snapshot(status string, completed *time.Time, failures []processreport.RunFailure) reporting.Snapshot {
-	return processreport.Build(processreport.BuildInput{RunID: s.runID, Status: status, StartedAt: s.started,
-		CompletedAt: completed, TranscriptPath: s.transcriptPath, GlossaryPath: s.glossaryPath,
-		OutputPath: s.outputPath, ModuleSpecs: s.specs, RunOutput: s.runOutput, RunFailures: failures})
-}
-
-func (s *processState) bundle(snapshot reporting.Snapshot) (diagnostics.ReportBundle, error) {
-	if !s.cfg.Reporting.Enabled {
-		return diagnostics.ReportBundle{}, nil
-	}
-	secrets := llm.ConfiguredSecrets(&s.cfg)
-	errorsYAML, err := reporting.YAML(snapshot.ErrorsDocument(), secrets...)
 	if err != nil {
-		return diagnostics.ReportBundle{}, err
+		if inv.Context.Err() != nil || llm.IsAssetError(err) {
+			return commandkit.Failure("Could not prepare processing.").WithCause(err)
 		}
-	recoveriesYAML, err := reporting.YAML(snapshot.RecoveriesDocument(), secrets...)
+		var loadErr *ck.LoadError
+		if errors.As(err, &loadErr) {
+			_, explanation := ckconfig.AdaptDiagnostics("Application configuration:\n", loadErr.Sources(), loadErr.Diagnostics())
+			return commandkit.Usage(loadErr.Error(), explanation.Details...).WithCause(err)
+		}
+		return commandkit.Usage(err.Error()).WithCause(err)
+	}
+	prepared, err := prepareProcess(inv.Context, input, loaded, inv.Reporter().Output())
 	if err != nil {
-		return diagnostics.ReportBundle{}, err
+		return commandkit.Failure(loaded.Runtime.RedactError(inv.Context, err)).WithCause(err)
 	}
-	return diagnostics.ReportBundle{Errors: errorsYAML, Recoveries: recoveriesYAML,
+	defer prepared.Prepared.Output.Close()
-		Markdown: reporting.Markdown(snapshot, secrets...)}, nil
+	var warningsMu sync.Mutex
-}
+	warn := func(err error) {
-
-func (s *processState) debugWrite(label string, write func(*diagnostics.RunDirectory) error) {
-	if s.debugDir == nil {
-		return
-	}
-	if err := write(s.debugDir); err != nil {
-		s.reportDiagnosticError(fmt.Errorf("%s: %w", label, err))
-	}
-}
-
-func (s *processState) startDebug() {
-	if !s.cfg.Diagnostics.Debug {
-		return
-	}
-	dir, err := diagnostics.NewRunDirectory(s.cfg.Diagnostics.WorkDir, s.runID, llm.ConfiguredSecrets(&s.cfg)...)
-	if err != nil {
-		s.reportDiagnosticError(fmt.Errorf("directory: %w", err))
-		return
-	}
-	s.debugDir = dir
-	s.debugWrite("invocation", func(d *diagnostics.RunDirectory) error {
-		return d.WriteInvocationMetadata(diagnostics.InvocationMetadata{
-			Operation: "process", TranscriptPath: s.transcriptPath, GlossaryPath: s.glossaryPath,
-			OutputPath: s.outputPath, ConfigPath: s.selected.Path, ConfigSource: s.selected.Source,
-			Overlay: s.overlay, ConfigVersion: &s.cfg.Version, TranscriptDescription: s.cfg.Context.Description,
-			Modules: append([]string(nil), s.cfg.Pipeline.Modules...), RunID: s.runID, StartedAt: s.started,
-		})
-	})
-	var effective bytes.Buffer
-	if err := s.selected.Result.WriteEffective(&effective); err == nil {
-		s.debugWrite("effective settings", func(d *diagnostics.RunDirectory) error { return d.WriteEffectiveConfig(effective.Bytes()) })
-	} else {
-		s.reportDiagnosticError(fmt.Errorf("effective settings: %w", err))
-	}
-	if origins, err := llm.ExplanationYAML(s.selected.Result); err == nil {
-		s.debugWrite("configuration origins", func(d *diagnostics.RunDirectory) error {
-			return d.WriteYAMLArtifact(diagnostics.ArtifactConfigOrigins, origins)
-		})
-	} else {
-		s.reportDiagnosticError(fmt.Errorf("configuration origins: %w", err))
-	}
-	if profiles, err := s.runtime.SelectedProfilesYAML(); err == nil {
-		s.debugWrite("selected profiles", func(d *diagnostics.RunDirectory) error {
-			return d.WriteYAMLArtifact(diagnostics.ArtifactSelectedProfiles, profiles)
-		})
-	} else {
-		s.reportDiagnosticError(fmt.Errorf("selected profiles: %w", err))
-	}
-}
-
-func (s *processState) debugPath() string {
-	if s.debugDir == nil {
-		return ""
-	}
-	return s.debugDir.Path()
-}
-
-func (s *processState) execute() int {
-	transcriptBytes, err := coreio.ReadRequiredFile(s.transcriptPath, "transcript")
-	if err != nil {
-		return s.fail("input", outcomes.ReasonInternalFailure, err)
-	}
-	glossaryBytes, err := coreio.ReadRequiredFile(s.glossaryPath, "glossary")
-	if err != nil {
-		return s.fail("input", outcomes.ReasonInternalFailure, err)
-	}
-	source, err := schema.ParseSourceTranscriptJSON(transcriptBytes)
-	if err != nil {
-		return s.fail("input", outcomes.ReasonInputInvalid, err)
-	}
-	glossary, err := schema.ParseGlossaryYAML(glossaryBytes)
-	if err != nil {
-		return s.fail("input", outcomes.ReasonInputInvalid, err)
-	}
-	s.debugWrite("source transcript", func(d *diagnostics.RunDirectory) error { return d.WriteSourceTranscript(source, transcriptBytes) })
-	normalizer := normalization.NewNormalizer(normalization.NormalizationConfig{
-		MaxSegmentGap: s.cfg.Normalization.MaxSegmentGap, EllipsisGap: s.cfg.Normalization.EllipsisGap,
-		MaxSegmentDuration: s.cfg.Normalization.MaxSegmentDuration, MaxSegmentTokens: s.cfg.Normalization.MaxSegmentTokens,
-	})
-	normalized, normSummary := normalizer.Normalize(sourceToCanonicalTranscript(source))
-	s.debugWrite("normalized transcript", func(d *diagnostics.RunDirectory) error { return d.WriteNormalizedTranscript(normalized) })
-	s.debugWrite("normalization summary", func(d *diagnostics.RunDirectory) error { return d.WriteNormalizationSummary(normSummary) })
-	if err := s.ctx.Err(); err != nil {
-		return s.fail("processing", outcomes.ReasonCanceled, err)
-	}
-	observations := llm.NewObservationCollector()
-	proposalClient, err := s.runtime.NewRoleClient("proposal", observations.Hooks())
-	if err != nil {
-		return s.fail("processing", outcomes.ReasonSetupFailure, err)
-	}
-	validationClient, err := s.runtime.NewRoleClient("validation", observations.Hooks())
-	if err != nil {
-		return s.fail("processing", outcomes.ReasonSetupFailure, err)
-	}
-	factory := modules.NewFactory(modules.Dependencies{Config: &s.cfg, Glossary: glossary, DiagnosticsDir: s.debugPath()})
-	result, runErr := runner.New(factory).Run(s.ctx, runner.RunInput{
-		Config: &s.cfg, Transcript: normalized, Glossary: glossary, ModuleSpecs: s.specs,
-		ProposalLLMClient: proposalClient, ProposalDiagnosticsDir: s.debugPath(),
-		ValidationLLMClient: validationClient, ValidationDiagnosticsDir: s.debugPath(),
-		CaptureCandidates:     s.debugDir != nil,
-		ReportDiagnosticError: s.reportDiagnosticError,
-	})
-	result.Observations = observations.Snapshot()
-	result.ObservationsAvailable = true
-	result.LLMSummary = llm.Summarize(result.Observations)
-	s.runOutput = &result
-	s.writeExecutionEvidence()
-	if len(result.Sections) > 0 || runErr == nil {
-		s.writeChunkSummary(result.Sections)
-	}
-	if runErr != nil {
-		return s.fail("processing", fatalReason(s.ctx, runErr), runErr)
-	}
-	encoder, err := outputschema.Resolve(s.cfg.Output.Schema)
-	if err != nil {
-		return s.fail("encoding", outcomes.ReasonSetupFailure, err)
-	}
-	outputBytes, err := encoder.Encoder(result.FinalTranscript)
-	if err != nil {
-		return s.fail("encoding", outcomes.ReasonInternalFailure, err)
-	}
-	return s.finish(outputBytes)
-}
-
-func (s *processState) writeChunkSummary(inventory []contracts.SectionMetadata) {
-	if s.debugDir == nil {
-		return
-	}
-	sections := make([]chunking.Section, len(inventory))
-	for i, metadata := range inventory {
-		sections[i] = chunking.Section{Index: metadata.Index, StartSegmentID: metadata.StartSegmentID,
-			EndSegmentID: metadata.EndSegmentID, EstimatedTokens: metadata.EstimatedTokens,
-			Segments: make([]schema.Segment, metadata.SegmentCount)}
-	}
-	config := chunking.ChunkingConfig{TargetSections: s.cfg.Chunking.TargetSections,
-		MaxSectionTokens: s.cfg.Chunking.MaxSectionTokens, MinSectionTokens: s.cfg.Chunking.MinSectionTokens}
-	summary := chunking.ComputeDetailedSummary(sections, config)
-	s.debugWrite("chunking summary", func(d *diagnostics.RunDirectory) error { return d.WriteChunkingSummary(&summary) })
-}
-
-func (s *processState) writeExecutionEvidence() {
-	if s.debugDir == nil || s.runOutput == nil {
-		return
-	}
-	output := s.runOutput
-	s.debugWrite("model execution", func(d *diagnostics.RunDirectory) error {
-		return d.WriteJSONArtifact(diagnostics.ArtifactLLMExecution, processreport.BuildLLMExecution(output.Observations))
-	})
-	s.debugWrite("utilization", func(d *diagnostics.RunDirectory) error {
-		return d.WriteJSONArtifact(diagnostics.ArtifactUtilizationSummary, processreport.BuildUtilization(output, s.cfg.Backends))
-	})
-	s.debugWrite("correction ledger", func(d *diagnostics.RunDirectory) error {
-		return d.WriteJSONArtifact(diagnostics.ArtifactCorrectionLedger, processreport.BuildCorrectionLedger(processreport.CorrectionLedgerInput{
-			RunDirectoryPath: d.Path(), RunOutput: output}))
-	})
-}
-
-func fatalReason(ctx context.Context, err error) outcomes.ReasonCode {
-	if ctx.Err() != nil || errors.Is(err, context.Canceled) {
-		return outcomes.ReasonCanceled
-	}
-	var failure *structuredoutput.Failure
-	if errors.As(err, &failure) && failure.Reason != "" {
-		return failure.Reason
-	}
-	return outcomes.ReasonInternalFailure
-}
-
-func (s *processState) fail(phase string, reason outcomes.ReasonCode, cause error) int {
-	s.debugWrite("error log", func(d *diagnostics.RunDirectory) error {
-		return d.WriteErrorLog(phase + ": " + llm.RedactError(cause, s.cfg))
-	})
-	failures := []processreport.RunFailure{{Phase: phase, Reason: reason}}
-	completed := time.Now().UTC()
-	base, err := s.bundle(s.snapshot(reporting.StatusFailed, &completed, failures))
-	if err != nil {
-		fmt.Fprintf(s.stderr, "audita process: %s\n", llm.RedactError(err, s.cfg))
-	}
-	writeFailures := s.session.Finalize(nil, base, func(extra []diagnostics.FileFailure) diagnostics.ReportBundle {
-		all := append(append([]processreport.RunFailure(nil), failures...), mapWriteFailures(extra)...)
-		bundle, renderErr := s.bundle(s.snapshot(reporting.StatusFailed, &completed, all))
-		if renderErr != nil {
-			return base
-		}
-		return bundle
-	})
-	fmt.Fprintf(s.stderr, "audita process: %s\n", llm.RedactError(cause, s.cfg))
-	s.printFailures(writeFailures)
-	s.printDebugWarnings()
-	if s.debugDir != nil {
-		fmt.Fprintf(s.stderr, "audita process: diagnostics: %s\n", s.safePath(s.debugDir.Path()))
-	}
-	return 1
-}
-
-func (s *processState) finish(outputBytes []byte) int {
-	completed := time.Now().UTC()
-	snapshot := s.snapshot(reporting.StatusCompleted, &completed, nil)
-	complete, err := s.bundle(snapshot)
-	if err != nil {
-		return s.fail("report_write", outcomes.ReasonInternalFailure, err)
-	}
-	if s.session.TranscriptPath() == "" {
-		if _, err := s.stdout.Write(outputBytes); err != nil {
-			return s.fail("transcript_write", outcomes.ReasonInternalFailure, err)
-		}
-		outputBytes = nil
-	}
-	writeFailures := s.session.Finalize(outputBytes, complete, func(extra []diagnostics.FileFailure) diagnostics.ReportBundle {
-		failed, renderErr := s.bundle(s.snapshot(reporting.StatusFailed, &completed, mapWriteFailures(extra)))
-		if renderErr != nil {
-			return diagnostics.ReportBundle{}
-		}
-		return failed
-	})
-	if len(writeFailures) > 0 {
-		s.printFailures(writeFailures)
-		s.printDebugWarnings()
-		if s.debugDir != nil {
-			fmt.Fprintf(s.stderr, "audita process: diagnostics: %s\n", s.safePath(s.debugDir.Path()))
-		}
-		return 1
-	}
-	fmt.Fprintln(s.stderr, reporting.CompletionLine(snapshot))
-	for _, path := range s.session.ReportPaths() {
-		fmt.Fprintf(s.stderr, "Report: %s\n", s.safePath(path))
-	}
-	if s.debugDir != nil {
-		fmt.Fprintf(s.stderr, "Debug: %s\n", s.safePath(s.debugDir.Path()))
-	}
-	s.printDebugWarnings()
-	return 0
-}
-
-func mapWriteFailures(failures []diagnostics.FileFailure) []processreport.RunFailure {
-	out := make([]processreport.RunFailure, len(failures))
-	for i, failure := range failures {
-		phase := "report_write"
-		if failure.Kind == "transcript write" {
-			phase = "transcript_write"
-		}
-		out[i] = processreport.RunFailure{Phase: phase, Reason: outcomes.ReasonInternalFailure, OutputPath: failure.Path}
-	}
-	return out
-}
-
-func (s *processState) printFailures(failures []diagnostics.FileFailure) {
-	for _, failure := range failures {
-		fmt.Fprintf(s.stderr, "audita process: %s\n", llm.RedactError(failure, s.cfg))
-	}
-}
-
-func (s *processState) printDebugWarnings() {
-	s.debugMu.Lock()
-	defer s.debugMu.Unlock()
-	for _, warning := range s.debugWarnings {
-		fmt.Fprintf(s.stderr, "audita process: %s\n", warning)
-	}
-}
-
-// safePath sanitizes presentation only; filesystem destinations remain literal.
-func (s *processState) safePath(path string) string {
-	return redaction.New(llm.ConfiguredSecrets(&s.cfg)).String(path)
-}
-
-func (s *processState) reportDiagnosticError(err error) {
 		if err == nil {
 			return
 		}
-	message := "debug " + llm.RedactError(err, s.cfg)
+		warningsMu.Lock()
-	s.debugMu.Lock()
+		prepared.Prepared.Warnings = append(prepared.Prepared.Warnings, err)
-	defer s.debugMu.Unlock()
+		warningsMu.Unlock()
-	s.debugWarnings = append(s.debugWarnings, message)
+	}
+	debug := prepared.Prepared.Debug
+	if debug != nil {
+		warn(debug.WriteSourceTranscript(loaded.Source, loaded.RawTranscript))
+	}
+	cfg := &loaded.Configuration.Config
+	normalizer := normalization.NewNormalizer(normalization.NormalizationConfig{
+		MaxSegmentGap: cfg.Normalization.MaxSegmentGap, EllipsisGap: cfg.Normalization.EllipsisGap,
+		MaxSegmentDuration: cfg.Normalization.MaxSegmentDuration, MaxSegmentTokens: cfg.Normalization.MaxSegmentTokens,
+	})
+	normalized, summary := normalizer.Normalize(sourceToCanonicalTranscript(loaded.Source))
+	if debug != nil {
+		warn(debug.WriteNormalizedTranscript(normalized))
+		warn(debug.WriteNormalizationSummary(summary))
+	}
+	if err := inv.Context.Err(); err != nil {
+		return finishProcess(inv, input, loaded, prepared, reporting.Snapshot{}, nil, err)
+	}
+	result, runErr := executePipeline(inv.Context, loaded, prepared, normalized, warn)
+	if runErr != nil {
+		return finishProcess(inv, input, loaded, prepared, result.Snapshot, nil, runErr)
+	}
+	encoder, err := outputschema.Resolve(cfg.Output.Schema)
+	if err != nil {
+		return finishProcess(inv, input, loaded, prepared, result.Snapshot, nil, err)
+	}
+	if result.Transcript == nil {
+		return finishProcess(inv, input, loaded, prepared, result.Snapshot, nil, fmt.Errorf("processing returned no transcript"))
+	}
+	payload, err := encoder.Encoder(result.Transcript)
+	if err != nil {
+		return finishProcess(inv, input, loaded, prepared, result.Snapshot, nil, err)
+	}
+	return finishProcess(inv, input, loaded, prepared, result.Snapshot, payload, nil)
+}
+
+// DebugPath returns the retained artifact directory, if its preparation succeeded.
+func (p *preparedProcess) DebugPath() string {
+	if p == nil || p.Prepared == nil || p.Prepared.Debug == nil {
+		return ""
+	}
+	return p.Prepared.Debug.Path()
 }

internal/cli/process_command.go

@@ -0,0 +1,120 @@
+package cli
+
+import (
+	"fmt"
+	"strconv"
+
+	commandkit "go.maximumdirect.net/commandkit"
+	ck "go.maximumdirect.net/configkit"
+)
+
+type processInput struct {
+	Config     commandkit.Supplied[string]
+	Overlay    commandkit.Supplied[string]
+	Transcript string
+	Output     commandkit.Supplied[string]
+	Debug      commandkit.Supplied[bool]
+	Overrides  []ck.Override
+}
+
+func processCommand() commandkit.Command {
+	stringValue := func(s string) (string, error) { return s, nil }
+	flags := []commandkit.Flag[processInput]{
+		commandkit.ValueFlag(commandkit.FlagMeta{Name: "config", Usage: "Application configuration file."}, (*string)(nil), stringValue, func(in *processInput, v commandkit.Supplied[string]) { in.Config = v }),
+		commandkit.ValueFlag(commandkit.FlagMeta{Name: "overlay", Usage: "Configuration overlay."}, (*string)(nil), stringValue, func(in *processInput, v commandkit.Supplied[string]) { in.Overlay = v }),
+		commandkit.ValueFlag(commandkit.FlagMeta{Name: "output", Usage: "Transcript output file."}, (*string)(nil), stringValue, func(in *processInput, v commandkit.Supplied[string]) { in.Output = v }),
+		commandkit.BoolFlag(commandkit.FlagMeta{Name: "debug", Usage: "Capture diagnostic artifacts."}, false, func(in *processInput, v commandkit.Supplied[bool]) { in.Debug = v }),
+	}
+	for _, item := range []struct {
+		name string
+		path ck.Path
+	}{
+		{"proposal-profile", ck.Keys("llm", "proposal_profile")}, {"validation-profile", ck.Keys("llm", "validation_profile")},
+		{"output-schema", ck.Keys("output", "schema")}, {"transcript-description", ck.Keys("context", "description")},
+		{"report-dir", ck.Keys("reporting", "stdout_dir")}, {"work-dir", ck.Keys("diagnostics", "work_dir")},
+	} {
+		name, path := item.name, item.path
+		flags = append(flags, commandkit.ValueFlag(commandkit.FlagMeta{Name: name, Usage: "Override application setting."}, (*string)(nil), stringValue,
+			func(in *processInput, v commandkit.Supplied[string]) {
+				if v.Set {
+					in.Overrides = append(in.Overrides, ck.Override{Path: path, Value: v.Value, Flag: "--" + name})
+				}
+			}))
+	}
+	for _, item := range []struct {
+		name string
+		path ck.Path
+	}{
+		{"validation-max-prompt-tokens", ck.Keys("validation", "max_prompt_tokens")}, {"target-sections", ck.Keys("chunking", "target_sections")},
+		{"max-section-tokens", ck.Keys("chunking", "max_section_tokens")}, {"min-section-tokens", ck.Keys("chunking", "min_section_tokens")},
+		{"normalize-max-segment-tokens", ck.Keys("normalization", "max_segment_tokens")},
+	} {
+		name, path := item.name, item.path
+		flags = append(flags, commandkit.ValueFlag(commandkit.FlagMeta{Name: name, Usage: "Override application setting."}, (*int)(nil), strconv.Atoi,
+			func(in *processInput, v commandkit.Supplied[int]) {
+				if v.Set {
+					in.Overrides = append(in.Overrides, ck.Override{Path: path, Value: v.Value, Flag: "--" + name})
+				}
+			}))
+	}
+	for _, item := range []struct {
+		name string
+		path ck.Path
+	}{
+		{"normalize-max-segment-gap", ck.Keys("normalization", "max_segment_gap")}, {"normalize-ellipsis-gap", ck.Keys("normalization", "ellipsis_gap")},
+		{"normalize-max-segment-duration", ck.Keys("normalization", "max_segment_duration")}, {"glossary-confidence-threshold", ck.Keys("thresholds", "glossary")},
+		{"homophones-confidence-threshold", ck.Keys("thresholds", "homophones")}, {"spoken-word-confidence-threshold", ck.Keys("thresholds", "spoken_word")},
+		{"grammar-confidence-threshold", ck.Keys("thresholds", "grammar")},
+	} {
+		name, path := item.name, item.path
+		flags = append(flags, commandkit.ValueFlag(commandkit.FlagMeta{Name: name, Usage: "Override application setting."}, (*float64)(nil), func(s string) (float64, error) { return strconv.ParseFloat(s, 64) },
+			func(in *processInput, v commandkit.Supplied[float64]) {
+				if v.Set {
+					in.Overrides = append(in.Overrides, ck.Override{Path: path, Value: v.Value, Flag: "--" + name})
+				}
+			}))
+	}
+	for _, item := range []struct {
+		name string
+		path ck.Path
+	}{
+		{"glossaries", ck.Keys("glossaries")}, {"protected-terms", ck.Keys("protected_terms")},
+	} {
+		name, path := item.name, item.path
+		flags = append(flags, commandkit.ValueFlag(commandkit.FlagMeta{Name: name, Usage: "JSON array of collection names, or null."}, (*any)(nil), parseCollectionNames,
+			func(in *processInput, value commandkit.Supplied[any]) {
+				if value.Set {
+					in.Overrides = append(in.Overrides, ck.Override{Path: path, Value: value.Value, Flag: "--" + name})
+				}
+			}))
+	}
+	flags = append(flags, commandkit.BoolFlag(commandkit.FlagMeta{Name: "reporting", Usage: "Enable ordinary reports."}, false,
+		func(in *processInput, v commandkit.Supplied[bool]) {
+			if v.Set {
+				in.Overrides = append(in.Overrides, ck.Override{Path: ck.Keys("reporting", "enabled"), Value: v.Value, Flag: "--reporting"})
+			}
+		}))
+	return commandkit.NewCommand(commandkit.CommandSpec[processInput]{Name: "process", Summary: "Polish a transcript.", Flags: flags, Run: runProcess,
+		Arguments: []commandkit.Argument[processInput]{commandkit.ValueArgument(commandkit.ArgumentMeta{Name: "transcript", Usage: "Transcript JSON file."}, true, stringValue, func(in *processInput, v commandkit.Supplied[string]) { in.Transcript = v.Value })},
+	})
+}
+
+func parseCollectionNames(raw string) (any, error) {
+	value, err := commandkit.ParseCLIJSON(raw)
+	if err != nil {
+		return nil, err
+	}
+	if value == nil {
+		return nil, nil
+	}
+	names, ok := value.([]any)
+	if !ok {
+		return nil, fmt.Errorf("expected a JSON array of collection names or null")
+	}
+	for _, name := range names {
+		if _, ok := name.(string); !ok {
+			return nil, fmt.Errorf("collection names must be strings")
+		}
+	}
+	return names, nil
+}

internal/cli/process_command_integration_test.go

@@ -0,0 +1,157 @@
+package cli
+
+import (
+	"bytes"
+	"context"
+	"errors"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+
+	commandkit "go.maximumdirect.net/commandkit"
+	ck "go.maximumdirect.net/configkit"
+)
+
+func TestProcessShowsConfigurationLoadDiagnostics(t *testing.T) {
+	app, err := buildApplication()
+	if err != nil {
+		t.Fatal(err)
+	}
+	for _, tc := range []struct {
+		name, config, finding string
+	}{
+		{"obsolete version", "version: 2\n", "docs/migrations/v3.md"},
+		{"invalid retry budget", "version: 3\nllm: {transient_retries: -1}\n", "retry budget must be non-negative"},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			dir := t.TempDir()
+			configPath := filepath.Join(dir, "config.yml")
+			if err := os.WriteFile(configPath, []byte(tc.config), 0600); err != nil {
+				t.Fatal(err)
+			}
+			output := filepath.Join(dir, "out.json")
+			var out, stderr bytes.Buffer
+			args := []string{"process", "--quiet", "--config", configPath, "--output", output, filepath.Join(dir, "transcript.json")}
+			result := app.Execute(context.Background(), args, commandkit.Streams{Out: &out, Err: &stderr})
+			var loadErr *ck.LoadError
+			if result.Status != 2 || !errors.As(result.Cause, &loadErr) || out.Len() != 0 ||
+				!strings.Contains(stderr.String(), tc.finding) || !strings.Contains(stderr.String(), configPath) {
+				t.Fatalf("status=%d cause=%v out=%q err=%q", result.Status, result.Cause, out.String(), stderr.String())
+			}
+			entries, err := os.ReadDir(dir)
+			if err != nil || len(entries) != 1 {
+				t.Fatalf("outputs created on load failure: %v, err=%v", entries, err)
+			}
+		})
+	}
+}
+
+func TestProcessUsesResolvedReportingMode(t *testing.T) {
+	dir := t.TempDir()
+	for name, contents := range map[string]string{
+		"config.yml":      "version: 3\npipeline:\n  stages: []\nreporting:\n  enabled: false\n",
+		"transcript.json": `[{"speaker":"Alice","start":0,"end":1,"text":"hello"}]`,
+		"blocked":         "file",
+	} {
+		if err := os.WriteFile(filepath.Join(dir, name), []byte(contents), 0644); err != nil {
+			t.Fatal(err)
+		}
+	}
+	app, err := buildApplication()
+	if err != nil {
+		t.Fatal(err)
+	}
+	for _, tc := range []struct {
+		name    string
+		flags   []string
+		status  int
+		stdout  bool
+		info    bool
+		warning bool
+	}{
+		{"ordinary", nil, 0, true, false, false},
+		{"verbose", []string{"--verbose"}, 0, true, true, false},
+		{"quiet stdout", []string{"--quiet"}, 2, false, false, false},
+		{"quiet file", []string{"--quiet", "--output", filepath.Join(dir, "quiet.json")}, 0, false, false, false},
+		{"verbose after quiet", []string{"--quiet", "--verbose"}, 0, true, true, false},
+		{"quiet after verbose", []string{"--verbose", "--quiet", "--output", filepath.Join(dir, "ordered.json")}, 0, false, false, false},
+		{"debug disabled", []string{"--debug=false", "--work-dir", filepath.Join(dir, "blocked")}, 0, true, false, false},
+		{"debug failure", []string{"--debug", "--work-dir", filepath.Join(dir, "blocked")}, 0, true, true, true},
+		{"debug quiet", []string{"--debug", "--quiet", "--output", filepath.Join(dir, "debug-quiet.json"), "--work-dir", filepath.Join(dir, "blocked")}, 0, false, false, false},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			var out, stderr bytes.Buffer
+			args := []string{"process", "--config", filepath.Join(dir, "config.yml")}
+			args = append(args, tc.flags...)
+			args = append(args, filepath.Join(dir, "transcript.json"))
+			result := app.Execute(context.Background(), args, commandkit.Streams{Out: &out, Err: &stderr})
+			if result.Status != tc.status || (out.Len() > 0) != tc.stdout || strings.Contains(stderr.String(), "Completed:") != tc.info || strings.Contains(stderr.String(), "Debug artifact:") != tc.warning {
+				t.Fatalf("status=%d out=%q err=%q", result.Status, out.String(), stderr.String())
+			}
+		})
+	}
+}
+
+func TestProcessChecksOnlyTheActiveReportDirectory(t *testing.T) {
+	for _, tc := range []struct {
+		name       string
+		flags      []string
+		wantReport bool
+		wantError  bool
+	}{
+		{"file output ignores blank configured directory", nil, true, false},
+		{"explicit blank directory", []string{"--report-dir="}, false, true},
+		{"disabled reporting ignores explicit blank directory", []string{"--reporting=false", "--report-dir="}, false, false},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			dir := t.TempDir()
+			configPath := filepath.Join(dir, "config.yml")
+			if err := os.WriteFile(configPath, []byte("version: 3\npipeline: {stages: []}\nreporting: {stdout_dir: ''}\n"), 0600); err != nil {
+				t.Fatal(err)
+			}
+			transcript := filepath.Join(dir, "transcript.json")
+			if err := os.WriteFile(transcript, []byte(`[{"speaker":"Alice","start":0,"end":1,"text":"hello"}]`), 0600); err != nil {
+				t.Fatal(err)
+			}
+			output := filepath.Join(dir, "output.json")
+			args := append([]string{"process", "--config", configPath, "--output", output}, tc.flags...)
+			var stdout, stderr bytes.Buffer
+			status := Run(context.Background(), append(args, transcript), &stdout, &stderr)
+			if (status != 0) != tc.wantError || (tc.wantError && !strings.Contains(stderr.String(), "report directory is required")) {
+				t.Fatalf("status=%d stdout=%q stderr=%q", status, stdout.String(), stderr.String())
+			}
+			_, err := os.Stat(filepath.Join(dir, "errors.yml"))
+			if (tc.wantReport && err != nil) || (!tc.wantReport && !os.IsNotExist(err)) {
+				t.Fatalf("report file: %v, want present=%t", err, tc.wantReport)
+			}
+		})
+	}
+}
+
+func TestProcessCollectionFlags(t *testing.T) {
+	dir := t.TempDir()
+	for name, contents := range map[string]string{
+		"config.yml":      "version: 3\npipeline:\n  stages: []\nreporting:\n  enabled: false\nglossary_collections:\n  party: {entries: []}\n",
+		"transcript.json": `[{"speaker":"Alice","start":0,"end":1,"text":"hello"}]`,
+	} {
+		if err := os.WriteFile(filepath.Join(dir, name), []byte(contents), 0644); err != nil {
+			t.Fatal(err)
+		}
+	}
+	app, err := buildApplication()
+	if err != nil {
+		t.Fatal(err)
+	}
+	for _, tc := range []struct {
+		value  string
+		status int
+	}{{`["party"]`, 0}, {`[]`, 0}, {`null`, 0}, {`[1]`, 2}, {`"party"`, 2}} {
+		var out, stderr bytes.Buffer
+		args := []string{"process", "--config", filepath.Join(dir, "config.yml"), "--glossaries", tc.value, filepath.Join(dir, "transcript.json")}
+		outcome := app.Execute(context.Background(), args, commandkit.Streams{Out: &out, Err: &stderr})
+		if outcome.Status != tc.status {
+			t.Fatalf("value=%q status=%d out=%q err=%q", tc.value, outcome.Status, out.String(), stderr.String())
+		}
+	}
+}

internal/cli/process_inputs.go

@@ -0,0 +1,160 @@
+package cli
+
+import (
+	"bytes"
+	"context"
+	"crypto/rand"
+	"encoding/hex"
+	"fmt"
+	"io"
+	"path/filepath"
+	"time"
+
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/config"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/diagnostics"
+	coreio "gitea.maximumdirect.net/eric/audita/v3/internal/core/io"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/reporting"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/schema"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/llm"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/preflight"
+	"go.maximumdirect.net/ckconfig"
+	commandkit "go.maximumdirect.net/commandkit"
+	ck "go.maximumdirect.net/configkit"
+)
+
+type processInputs struct {
+	Configuration  *ck.Result[config.Config]
+	Runtime        *llm.Runtime
+	Source         *schema.SourceTranscript
+	RawTranscript  []byte
+	ProtectedPaths []string
+}
+
+func loadProcessInputs(ctx context.Context, input processInput, mode commandkit.ReportingMode) (*processInputs, error) {
+	if mode == commandkit.ReportingModeQuiet && input.Output.Value == "" {
+		return nil, fmt.Errorf("quiet processing requires an output file or /dev/null")
+	}
+	selection := ckconfig.Selection{Config: input.Config, Overlay: input.Overlay, Overrides: input.Overrides}
+	loaded, err := loadApplication(ctx, selection, struct{}{}, nil)
+	if err != nil {
+		return nil, err
+	}
+	runtime, err := llm.NewRuntime(ctx, loaded, nil)
+	if err != nil {
+		return nil, err
+	}
+	raw, err := coreio.ReadRequiredFile(input.Transcript, "transcript")
+	if err != nil {
+		return nil, err
+	}
+	source, err := schema.ParseSourceTranscriptJSON(raw)
+	if err != nil {
+		return nil, err
+	}
+	protected := append([]string(nil), runtime.SourcePaths...)
+	for _, entry := range loaded.Sources() {
+		if entry.Kind == ck.SourceKindFile && entry.Path != "" {
+			protected = append(protected, entry.Path)
+		}
+	}
+	return &processInputs{Configuration: loaded, Runtime: runtime, Source: source, RawTranscript: raw, ProtectedPaths: protected}, nil
+}
+
+// preparedProcess groups the output resources and the facts needed for reports.
+type preparedProcess struct {
+	Prepared *preflight.Prepared
+	RunID    string
+	Started  time.Time
+}
+
+func prepareProcess(ctx context.Context, input processInput, loaded *processInputs, stdout io.Writer) (*preparedProcess, error) {
+	cfg := &loaded.Configuration.Config
+	reportDir := ""
+	reportDirSet := false
+	for _, override := range input.Overrides {
+		if override.Path.String() == "/reporting/stdout_dir" {
+			reportDirSet = true
+		}
+	}
+	if cfg.Reporting.Enabled {
+		reportDir = cfg.Reporting.StdoutDir
+		if input.Output.Value != "" && !reportDirSet {
+			reportDir = filepath.Dir(input.Output.Value)
+		}
+	}
+	runID, err := generateRunID()
+	if err != nil {
+		return nil, err
+	}
+	started := time.Now().UTC()
+	var secrets []string
+	if cfg.Reporting.Enabled || input.Debug.Value {
+		secrets = loaded.Runtime.ConfiguredSecrets(ctx)
+	}
+	var initial diagnostics.ReportBundle
+	var failed func(error, []diagnostics.FileFailure) diagnostics.ReportBundle
+	if cfg.Reporting.Enabled {
+		snapshot := reporting.Snapshot{RunID: runID, Status: reporting.StatusInProgress, StartedAt: started, TranscriptPath: input.Transcript, OutputPath: input.Output.Value}
+		for index, item := range cfg.Pipeline.Stages {
+			snapshot.StageNames = append(snapshot.StageNames, reporting.StageLabel(index, item.Module, item.ID))
+		}
+		initial, err = renderReportBundle(snapshot, secrets...)
+		if err != nil {
+			return nil, err
+		}
+		failed = func(primary error, failures []diagnostics.FileFailure) diagnostics.ReportBundle {
+			failedSnapshot := snapshot
+			completed := time.Now().UTC()
+			failedSnapshot.CompletedAt = &completed
+			if primary != nil {
+				failedSnapshot.Errors = []reporting.ErrorRecord{{Scope: "run", Phase: "initialization", Reason: "canceled", Message: "Processing was canceled."}}
+			}
+			bundle, _ := renderReportBundle(failedOutputSnapshot(failedSnapshot, failures), secrets...)
+			return bundle
+		}
+	}
+	var debug *preflight.DebugInput
+	var warnings []error
+	if input.Debug.Value {
+		var effective bytes.Buffer
+		if err := loaded.Configuration.WriteEffective(&effective); err != nil {
+			warnings = append(warnings, err)
+		}
+		debug = &preflight.DebugInput{WorkDir: cfg.Diagnostics.WorkDir, RunID: runID, Secrets: secrets, EffectiveConfig: effective.Bytes(), Metadata: diagnostics.InvocationMetadata{Operation: "process", TranscriptPath: input.Transcript, OutputPath: input.Output.Value, Overlay: input.Overlay.Value, ConfigVersion: &cfg.Version, RunID: runID, StartedAt: started}}
+	}
+	prepared, err := preflight.Prepare(ctx, preflight.Input{InspectProfile: func(ctx context.Context, id string) error {
+		profile, err := loaded.Runtime.Engine.InspectProfile(ctx, id)
+		if err != nil {
+			return err
+		}
+		if profile.Backend != nil {
+			_, err = loaded.Runtime.Engine.InspectBackend(ctx, *profile.Backend)
+		}
+		return err
+	}, Config: cfg, Transcript: loaded.Source, Output: diagnostics.OutputSelection{InputTranscriptPath: input.Transcript, TranscriptPath: input.Output.Value, ReportDir: reportDir, ReportingEnabled: cfg.Reporting.Enabled, ProtectedPaths: loaded.ProtectedPaths, Stdout: stdout}, InitialReports: initial, FailedReports: failed, Debug: debug})
+	if err != nil {
+		return nil, err
+	}
+	prepared.Warnings = append(warnings, prepared.Warnings...)
+	return &preparedProcess{Prepared: prepared, RunID: runID, Started: started}, nil
+}
+
+func generateRunID() (string, error) {
+	var random [12]byte
+	if _, err := rand.Read(random[:]); err != nil {
+		return "", err
+	}
+	return "run-" + hex.EncodeToString(random[:]), nil
+}
+
+func renderReportBundle(value reporting.Snapshot, secrets ...string) (diagnostics.ReportBundle, error) {
+	errorsYAML, err := reporting.YAML(value.ErrorsDocument(), secrets...)
+	if err != nil {
+		return diagnostics.ReportBundle{}, err
+	}
+	recoveriesYAML, err := reporting.YAML(value.RecoveriesDocument(), secrets...)
+	if err != nil {
+		return diagnostics.ReportBundle{}, err
+	}
+	return diagnostics.ReportBundle{Errors: errorsYAML, Recoveries: recoveriesYAML, Markdown: reporting.Markdown(value, secrets...)}, nil
+}

internal/cli/process_inputs_test.go

@@ -0,0 +1,108 @@
+package cli
+
+import (
+	"context"
+	"io"
+	"os"
+	"path/filepath"
+	"slices"
+	"strings"
+	"testing"
+
+	commandkit "go.maximumdirect.net/commandkit"
+	ck "go.maximumdirect.net/configkit"
+)
+
+func TestQuietDestinationCheckPrecedesInputAcquisition(t *testing.T) {
+	_, err := loadProcessInputs(context.Background(), processInput{Transcript: "missing.json"}, commandkit.ReportingModeQuiet)
+	if err == nil || !strings.Contains(err.Error(), "/dev/null") {
+		t.Fatalf("error=%v", err)
+	}
+}
+
+func TestProcessAcquisitionCapturesConsumedFiles(t *testing.T) {
+	dir := t.TempDir()
+	for name, contents := range map[string]string{
+		"config.yml":      "version: 3\npipeline:\n  stages: []\n",
+		"transcript.json": `[{"speaker":"Alice","start":0,"end":1,"text":"hello"}]`,
+		"prompts.yml":     "prompts:\n  - id: extra\n    messages:\n      - role: user\n        content_file: text.txt\n    output:\n      format: text\n      validation_mode: none\n",
+		"text.txt":        "example",
+	} {
+		if err := os.WriteFile(filepath.Join(dir, name), []byte(contents), 0644); err != nil {
+			t.Fatal(err)
+		}
+	}
+	input := processInput{Config: commandkit.Supplied[string]{Value: filepath.Join(dir, "config.yml"), Set: true}, Transcript: filepath.Join(dir, "transcript.json")}
+	result, err := loadProcessInputs(context.Background(), input, commandkit.ReportingModeOrdinary)
+	if err != nil {
+		t.Fatal(err)
+	}
+	for _, name := range []string{"config.yml", "prompts.yml", "text.txt"} {
+		if !slices.Contains(result.ProtectedPaths, filepath.Join(dir, name)) {
+			t.Errorf("missing %s in %v", name, result.ProtectedPaths)
+		}
+	}
+}
+
+func TestPrepareProcessInitializesReportsAndToleratesDebugLoss(t *testing.T) {
+	dir := t.TempDir()
+	for name, contents := range map[string]string{
+		"config.yml":      "version: 3\npipeline:\n  stages: []\n",
+		"transcript.json": `[{"speaker":"Alice","start":0,"end":1,"text":"hello"}]`,
+		"blocked":         "not a directory",
+	} {
+		if err := os.WriteFile(filepath.Join(dir, name), []byte(contents), 0644); err != nil {
+			t.Fatal(err)
+		}
+	}
+	input := processInput{Config: commandkit.Supplied[string]{Value: filepath.Join(dir, "config.yml"), Set: true}, Transcript: filepath.Join(dir, "transcript.json"), Output: commandkit.Supplied[string]{Value: filepath.Join(dir, "output.json"), Set: true}, Debug: commandkit.Supplied[bool]{Value: true, Set: true}, Overrides: []ck.Override{{Path: ck.Keys("diagnostics", "work_dir"), Value: filepath.Join(dir, "blocked"), Flag: "--work-dir"}}}
+	loaded, err := loadProcessInputs(context.Background(), input, commandkit.ReportingModeOrdinary)
+	if err != nil {
+		t.Fatal(err)
+	}
+	prepared, err := prepareProcess(context.Background(), input, loaded, io.Discard)
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer prepared.Prepared.Output.Close()
+	if len(prepared.Prepared.Warnings) == 0 {
+		t.Fatal("debug loss was not reported")
+	}
+	report, err := os.ReadFile(filepath.Join(dir, "errors.yml"))
+	if err != nil || !strings.Contains(string(report), "in_progress") {
+		t.Fatalf("report=%q err=%v", report, err)
+	}
+	if _, err := os.Stat(input.Output.Value); !os.IsNotExist(err) {
+		t.Fatalf("output published early: %v", err)
+	}
+}
+
+func TestCollectionFlagJSON(t *testing.T) {
+	for _, tc := range []struct {
+		raw   string
+		valid bool
+		null  bool
+		size  int
+	}{
+		{`["party","spells"]`, true, false, 2}, {`[]`, true, false, 0}, {`null`, true, true, 0},
+		{`"party"`, false, false, 0}, {`[1]`, false, false, 0}, {`["x"] true`, false, false, 0},
+	} {
+		result, err := parseCollectionNames(tc.raw)
+		if (err == nil) != tc.valid {
+			t.Fatalf("%s error=%v", tc.raw, err)
+		}
+		if !tc.valid {
+			continue
+		}
+		if tc.null {
+			if result != nil {
+				t.Fatalf("null=%v", result)
+			}
+			continue
+		}
+		list, ok := result.([]any)
+		if !ok || len(list) != tc.size {
+			t.Fatalf("%s result=%v", tc.raw, result)
+		}
+	}
+}

internal/cli/process_ordered_integration_test.go

@@ -0,0 +1,200 @@
+package cli
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"os"
+	"path/filepath"
+	"reflect"
+	"strings"
+	"sync"
+	"testing"
+
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/config"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/diagnostics"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/reporting"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/schema"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/llm"
+	commandkit "go.maximumdirect.net/commandkit"
+	ck "go.maximumdirect.net/configkit"
+)
+
+type controlledTransport func(*http.Request) (*http.Response, error)
+
+func (f controlledTransport) RoundTrip(r *http.Request) (*http.Response, error) { return f(r) }
+
+func TestProcessingUsesPerEntryProfilesInOrder(t *testing.T) {
+	var mu sync.Mutex
+	var models []string
+	var prompts []string
+	proposalCalls := 0
+	transport := controlledTransport(func(r *http.Request) (*http.Response, error) {
+		var request struct {
+			Model    string `json:"model"`
+			Messages []struct {
+				Content string `json:"content"`
+			} `json:"messages"`
+		}
+		if err := json.NewDecoder(r.Body).Decode(&request); err != nil {
+			return nil, err
+		}
+		var contents string
+		for _, message := range request.Messages {
+			contents += message.Content
+		}
+		mu.Lock()
+		models = append(models, request.Model)
+		prompts = append(prompts, contents)
+		if request.Model == "model-one" {
+			proposalCalls++
+		}
+		firstProposalCall := proposalCalls
+		mu.Unlock()
+		result := `{"validations":[{"correction_index":1,"approved":true,"confidence":1,"reason":"ok"}]}`
+		switch request.Model {
+		case "model-one":
+			result = `{"corrections":[{"id":1,"original_text":"Alyce","corrected_text":"Alice","confidence":1}]}`
+			if firstProposalCall == 1 {
+				result = `{"invalid":true}`
+			}
+		case "model-two":
+			result = `{"corrections":[{"id":1,"original_text":"Sheeld","corrected_text":"Shield","confidence":1}]}`
+		case "model-three":
+			result = `{"corrections":[{"id":1,"original_text":"casts","corrected_text":"cast","confidence":1}]}`
+		}
+		encoded, _ := json.Marshal(result)
+		body := fmt.Sprintf(`{"model":"fixture","choices":[{"message":{"role":"assistant","content":%s}}]}`, encoded)
+		return &http.Response{StatusCode: 200, Header: make(http.Header), Body: io.NopCloser(strings.NewReader(body)), Request: r}, nil
+	})
+	dir := t.TempDir()
+	files := map[string]string{
+		"config.yml": `version: 3
+glossary_collections:
+  party:
+    entries: [{id: alice, name: Alice, category: person}]
+  spells:
+    entries: [{id: shield, name: Shield, category: spell}]
+protected_terms: [party, spells]
+llm: {validation_profile: review}
+pipeline:
+  stages:
+    - module: glossary
+      id: "party/../|<tag>"
+      glossaries: [party]
+      llm: {proposal_profile: one}
+    - module: glossary
+      id: spell
+      glossaries: [spells]
+      llm: {proposal_profile: two}
+    - module: grammar
+      glossaries: [party, spells]
+      llm: {proposal_profile: three}
+`,
+		"prompts.yml":     fmt.Sprintf("profiles:\n  - {id: one, endpoint: %q, model: model-one, api_key_required: false}\n  - {id: two, endpoint: %q, model: model-two, api_key_required: false}\n  - {id: three, endpoint: %q, model: model-three, api_key_required: false}\n  - {id: review, endpoint: %q, model: review, api_key_required: false}\n", "https://example.invalid/v1", "https://example.invalid/v1", "https://example.invalid/v1", "https://example.invalid/v1"),
+		"transcript.json": `[{"speaker":"Alice","start":0,"end":1,"text":"Alyce casts Sheeld."}]`,
+	}
+	for name, value := range files {
+		if err := os.WriteFile(filepath.Join(dir, name), []byte(value), 0600); err != nil {
+			t.Fatal(err)
+		}
+	}
+	loaded, err := config.Load(ck.Input{Source: ck.File(filepath.Join(dir, "config.yml"))}, "")
+	if err != nil {
+		t.Fatal(err)
+	}
+	runtime, err := llm.NewRuntime(context.Background(), loaded, &http.Client{Transport: transport})
+	if err != nil {
+		t.Fatal(err)
+	}
+	source, err := schema.ParseSourceTranscriptJSON([]byte(files["transcript.json"]))
+	if err != nil {
+		t.Fatal(err)
+	}
+	inputs := &processInputs{Configuration: loaded, Runtime: runtime, Source: source}
+	loaded.Config.Diagnostics.WorkDir = dir
+	loaded.Config.Reporting.StdoutDir = dir
+	prepared, err := prepareProcess(context.Background(), processInput{Transcript: filepath.Join(dir, "transcript.json"), Debug: commandkit.Supplied[bool]{Value: true}}, inputs, &bytes.Buffer{})
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer prepared.Prepared.Output.Close()
+	result, err := executePipeline(context.Background(), inputs, prepared, sourceToCanonicalTranscript(source), func(error) {})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if result.Transcript.Segments[0].Text != "Alice cast Shield." {
+		t.Fatalf("result=%q models=%v", result.Transcript.Segments[0].Text, models)
+	}
+	if len(prompts) > 4 && !strings.Contains(prompts[4], "Alice casts Sheeld.") {
+		t.Fatalf("second proposal missed earlier edit: %s", prompts[4])
+	}
+	if len(result.Snapshot.WorkUnits) != 3 || result.Snapshot.WorkUnits[0].StageID == nil || *result.Snapshot.WorkUnits[0].StageID != "party/../|<tag>" || result.Snapshot.WorkUnits[1].StageIndex != 1 || result.Snapshot.WorkUnits[2].StageID != nil {
+		t.Fatalf("work unit identities: %+v", result.Snapshot.WorkUnits)
+	}
+	if len(result.Snapshot.Recoveries) != 1 || result.Snapshot.Recoveries[0].StageIndex != 0 || result.Snapshot.Recoveries[0].StageID == nil || *result.Snapshot.Recoveries[0].StageID != "party/../|<tag>" {
+		t.Fatalf("recovery attribution: %+v", result.Snapshot.Recoveries)
+	}
+	markdown := string(reporting.Markdown(result.Snapshot))
+	if !strings.Contains(markdown, `1: glossary (party/../\|&lt;tag&gt;)`) || !strings.Contains(markdown, "2: glossary (spell)") || !strings.Contains(markdown, "3: grammar") {
+		t.Fatalf("report labels: %s", markdown)
+	}
+	for _, artifact := range []string{diagnostics.ArtifactCorrectionLedger, diagnostics.ArtifactLLMExecution} {
+		raw, readErr := os.ReadFile(filepath.Join(prepared.DebugPath(), artifact))
+		if readErr != nil {
+			t.Fatal(readErr)
+		}
+		if !strings.Contains(string(raw), `"stage_index": 0`) || !strings.Contains(string(raw), `"stage_id": "party/../|\u003ctag\u003e"`) || !strings.Contains(string(raw), `"stage_index": 1`) || !strings.Contains(string(raw), `"stage_id": "spell"`) || !strings.Contains(string(raw), `"stage_index": 2`) {
+			t.Fatalf("%s missing attribution: %s", artifact, raw)
+		}
+	}
+	if !reflect.DeepEqual(models, []string{"model-one", "model-one", "review", "review", "model-two", "review", "review", "model-three", "review", "review"}) {
+		t.Fatalf("models=%v", models)
+	}
+}
+
+func TestRecoverableModelFailureKeepsNormalizedTranscript(t *testing.T) {
+	dir := t.TempDir()
+	files := map[string]string{
+		"config.yml":      "version: 3\nllm: {proposal_profile: local, transient_retries: 0}\npipeline:\n  stages: [{module: grammar, id: failing}]\n",
+		"prompts.yml":     "profiles:\n  - {id: local, endpoint: 'https://example.invalid/v1', model: fixture, api_key_required: false}\n",
+		"transcript.json": `[{"speaker":"Alice","start":0,"end":1,"text":"hello"}]`,
+	}
+	for name, value := range files {
+		if err := os.WriteFile(filepath.Join(dir, name), []byte(value), 0600); err != nil {
+			t.Fatal(err)
+		}
+	}
+	loaded, err := config.Load(ck.Input{Source: ck.File(filepath.Join(dir, "config.yml"))}, "")
+	if err != nil {
+		t.Fatal(err)
+	}
+	transport := controlledTransport(func(r *http.Request) (*http.Response, error) {
+		return &http.Response{StatusCode: http.StatusServiceUnavailable, Header: make(http.Header), Body: io.NopCloser(strings.NewReader(`{"error":{"message":"temporarily unavailable"}}`)), Request: r}, nil
+	})
+	runtime, err := llm.NewRuntime(context.Background(), loaded, &http.Client{Transport: transport})
+	if err != nil {
+		t.Fatal(err)
+	}
+	source, err := schema.ParseSourceTranscriptJSON([]byte(files["transcript.json"]))
+	if err != nil {
+		t.Fatal(err)
+	}
+	inputs := &processInputs{Configuration: loaded, Runtime: runtime, Source: source}
+	loaded.Config.Reporting.StdoutDir = dir
+	prepared, err := prepareProcess(context.Background(), processInput{Transcript: filepath.Join(dir, "transcript.json")}, inputs, &bytes.Buffer{})
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer prepared.Prepared.Output.Close()
+	result, err := executePipeline(context.Background(), inputs, prepared, sourceToCanonicalTranscript(source), func(error) {})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if result.Transcript.Segments[0].Text != "hello" || len(result.Snapshot.Errors) != 1 || result.Snapshot.Errors[0].Scope != "work_unit" || result.Snapshot.Errors[0].StageID == nil || *result.Snapshot.Errors[0].StageID != "failing" {
+		t.Fatalf("result=%+v errors=%+v", result.Transcript, result.Snapshot.Errors)
+	}
+}

internal/cli/process_output.go

@@ -0,0 +1,113 @@
+package cli
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"time"
+
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/diagnostics"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/redaction"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/reporting"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/outcomes"
+	commandkit "go.maximumdirect.net/commandkit"
+)
+
+// finishProcess delivers the transcript and reports before emitting success information.
+func finishProcess(inv commandkit.Invocation, input processInput, loaded *processInputs, prepared *preparedProcess, snapshot reporting.Snapshot, transcript []byte, primary error) commandkit.Outcome {
+	reporter := inv.Reporter()
+	secrets := loaded.Runtime.ConfiguredSecrets(inv.Context)
+	safe := redaction.New(secrets)
+	for _, warning := range prepared.Prepared.Warnings {
+		_ = reporter.Warn("Debug artifact: " + safe.String(warning.Error()))
+	}
+	completed := time.Now().UTC()
+	snapshot.RunID, snapshot.StartedAt, snapshot.CompletedAt = prepared.RunID, prepared.Started, &completed
+	snapshot.TranscriptPath, snapshot.OutputPath = input.Transcript, input.Output.Value
+	if primary == nil {
+		primary = inv.Context.Err()
+	}
+	snapshot.Status = reporting.StatusCompleted
+	if primary != nil {
+		snapshot = failedProcessingSnapshot(snapshot, primary, inv.Context.Err())
+	}
+	reportPaths := prepared.Prepared.Output.ReportPaths()
+	var reports diagnostics.ReportBundle
+	var failed func([]diagnostics.FileFailure) diagnostics.ReportBundle
+	if len(reportPaths) > 0 {
+		var err error
+		reports, err = renderReportBundle(snapshot, secrets...)
+		if err != nil {
+			if primary == nil {
+				primary = err
+			}
+			snapshot.Status = reporting.StatusFailed
+		}
+		failed = func(failures []diagnostics.FileFailure) diagnostics.ReportBundle {
+			result, bundleErr := renderReportBundle(failedOutputSnapshot(snapshot, failures), secrets...)
+			if bundleErr != nil {
+				return reports
+			}
+			return result
+		}
+	}
+	if canceled := inv.Context.Err(); primary == nil && canceled != nil {
+		primary = canceled
+		snapshot = failedProcessingSnapshot(snapshot, canceled, canceled)
+		if failed != nil {
+			reports = failed(nil)
+		}
+	}
+	result := prepared.Prepared.Output.Finish(primary, transcript, reports, failed)
+	if result != nil {
+		return commandkit.Failure(safe.String(result.Error())).WithCause(result)
+	}
+	_ = reporter.AtEnd().Info(reporting.CompletionLine(snapshot))
+	for _, path := range reportPaths {
+		_ = reporter.AtEnd().Info(fmt.Sprintf("Report: %s", safe.String(path)))
+	}
+	if prepared.Prepared.Debug != nil {
+		_ = reporter.AtEnd().Info(fmt.Sprintf("Diagnostics: %s", safe.String(prepared.Prepared.Debug.Path())))
+	}
+	return commandkit.Success()
+}
+
+func failedProcessingSnapshot(snapshot reporting.Snapshot, primary, contextErr error) reporting.Snapshot {
+	for _, record := range snapshot.Errors {
+		if record.Scope == "run" {
+			return failedOutputSnapshot(snapshot, nil)
+		}
+	}
+	record := reporting.ErrorRecord{Scope: "run", Reason: "processing_failure", Message: "Processing failed"}
+	if errors.Is(primary, context.Canceled) || (contextErr != nil && errors.Is(primary, contextErr)) {
+		record.Phase = "processing"
+		record.Reason = string(outcomes.ReasonCanceled)
+		record.Message = "Processing was canceled."
+	}
+	snapshot.Errors = append(snapshot.Errors, record)
+	return failedOutputSnapshot(snapshot, nil)
+}
+
+// failedOutputSnapshot derives the count from the same run records sent to each report.
+func failedOutputSnapshot(snapshot reporting.Snapshot, failures []diagnostics.FileFailure) reporting.Snapshot {
+	snapshot.Status = reporting.StatusFailed
+	if len(failures) > 0 {
+		snapshot.Errors = append([]reporting.ErrorRecord(nil), snapshot.Errors...)
+	}
+	for _, failure := range failures {
+		record := reporting.ErrorRecord{Scope: "run", Reason: "output_failure", Message: "Required output delivery failed", OutputPath: failure.Path}
+		if failure.Kind == "report initialization" {
+			record.Phase = "initialization"
+			record.Message = "Required report initialization failed"
+		}
+		snapshot.Errors = append(snapshot.Errors, record)
+	}
+	count := 0
+	for _, record := range snapshot.Errors {
+		if record.Scope == "run" {
+			count++
+		}
+	}
+	snapshot.Summary.RunErrors = &count
+	return snapshot
+}

internal/cli/process_output_test.go

@@ -0,0 +1,197 @@
+package cli
+
+import (
+	"bytes"
+	"context"
+	"errors"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/reporting"
+	commandkit "go.maximumdirect.net/commandkit"
+	"gopkg.in/yaml.v3"
+)
+
+func TestPreparedDeliveryFollowsReportingMode(t *testing.T) {
+	dir := t.TempDir()
+	for name, contents := range map[string]string{
+		"config.yml":      "version: 3\npipeline:\n  stages: []\nreporting:\n  enabled: false\n",
+		"transcript.json": `[{"speaker":"Alice","start":0,"end":1,"text":"hello"}]`,
+	} {
+		if err := os.WriteFile(filepath.Join(dir, name), []byte(contents), 0644); err != nil {
+			t.Fatal(err)
+		}
+	}
+	for _, tc := range []struct {
+		name     string
+		flags    []string
+		file     bool
+		wantInfo bool
+	}{
+		{"ordinary", nil, false, false}, {"verbose", []string{"--verbose"}, false, true}, {"quiet file", []string{"--quiet"}, true, false},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			input := processInput{Config: commandkit.Supplied[string]{Value: filepath.Join(dir, "config.yml"), Set: true}, Transcript: filepath.Join(dir, "transcript.json")}
+			if tc.file {
+				input.Output = commandkit.Supplied[string]{Value: filepath.Join(dir, "result.json"), Set: true}
+			}
+			cmd := commandkit.NewCommand(commandkit.CommandSpec[struct{}]{Name: "deliver", Run: func(inv commandkit.Invocation, _ struct{}) commandkit.Outcome {
+				loaded, err := loadProcessInputs(inv.Context, input, inv.ReportingMode())
+				if err != nil {
+					return commandkit.Usage(err.Error())
+				}
+				prepared, err := prepareProcess(inv.Context, input, loaded, inv.Reporter().Output())
+				if err != nil {
+					return commandkit.Failure(err.Error())
+				}
+				return finishProcess(inv, input, loaded, prepared, reporting.Snapshot{}, []byte("transcript bytes"), nil)
+			}})
+			app, err := commandkit.New(commandkit.Identity{Name: "test"}, cmd)
+			if err != nil {
+				t.Fatal(err)
+			}
+			var out, stderr bytes.Buffer
+			args := append([]string{"deliver"}, tc.flags...)
+			outcome := app.Execute(context.Background(), args, commandkit.Streams{Out: &out, Err: &stderr})
+			if outcome.Status != 0 {
+				t.Fatalf("outcome=%+v err=%s", outcome, stderr.String())
+			}
+			if tc.file {
+				data, err := os.ReadFile(input.Output.Value)
+				if err != nil || string(data) != "transcript bytes" {
+					t.Fatalf("file=%q err=%v", data, err)
+				}
+				if out.Len() != 0 {
+					t.Fatalf("stdout=%q", out.String())
+				}
+			} else if out.String() != "transcript bytes" {
+				t.Fatalf("stdout=%q", out.String())
+			}
+			if strings.Contains(stderr.String(), "Completed:") != tc.wantInfo {
+				t.Fatalf("stderr=%q", stderr.String())
+			}
+		})
+	}
+}
+
+func TestDeliveryFailureSuppressesCompletionSummary(t *testing.T) {
+	dir := t.TempDir()
+	t.Chdir(dir)
+	for name, contents := range map[string]string{
+		"config.yml":      "version: 3\npipeline:\n  stages: []\n",
+		"transcript.json": `[{"speaker":"Alice","start":0,"end":1,"text":"hello"}]`,
+	} {
+		if err := os.WriteFile(filepath.Join(dir, name), []byte(contents), 0644); err != nil {
+			t.Fatal(err)
+		}
+	}
+	input := processInput{Config: commandkit.Supplied[string]{Value: filepath.Join(dir, "config.yml"), Set: true}, Transcript: filepath.Join(dir, "transcript.json")}
+	cmd := commandkit.NewCommand(commandkit.CommandSpec[struct{}]{Name: "deliver", Run: func(inv commandkit.Invocation, _ struct{}) commandkit.Outcome {
+		loaded, err := loadProcessInputs(inv.Context, input, inv.ReportingMode())
+		if err != nil {
+			return commandkit.Failure(err.Error())
+		}
+		prepared, err := prepareProcess(inv.Context, input, loaded, inv.Reporter().Output())
+		if err != nil {
+			return commandkit.Failure(err.Error())
+		}
+		return finishProcess(inv, input, loaded, prepared, reporting.Snapshot{}, []byte("transcript bytes"), nil)
+	}})
+	app, err := commandkit.New(commandkit.Identity{Name: "test"}, cmd)
+	if err != nil {
+		t.Fatal(err)
+	}
+	var stderr bytes.Buffer
+	outcome := app.Execute(context.Background(), []string{"deliver", "--verbose"}, commandkit.Streams{Out: shortProcessWriter{}, Err: &stderr})
+	if outcome.Status == 0 || strings.Contains(stderr.String(), "Completed:") {
+		t.Fatalf("status=%d stderr=%q", outcome.Status, stderr.String())
+	}
+	var errs reporting.ErrorsDocument
+	var recoveries reporting.RecoveriesDocument
+	for path, target := range map[string]any{"errors.yml": &errs, "recoveries.yml": &recoveries} {
+		data, err := os.ReadFile(path)
+		if err != nil {
+			t.Fatal(err)
+		}
+		if err := yaml.Unmarshal(data, target); err != nil {
+			t.Fatal(err)
+		}
+	}
+	if errs.Status != reporting.StatusFailed || recoveries.Status != reporting.StatusFailed ||
+		errs.Summary.RunErrors == nil || *errs.Summary.RunErrors != 1 ||
+		recoveries.Summary.RunErrors == nil || *recoveries.Summary.RunErrors != 1 ||
+		len(errs.Errors) != 1 || errs.Errors[0].Reason != "output_failure" {
+		t.Fatalf("failed output reports disagree: %+v %+v", errs, recoveries)
+	}
+
+}
+
+func TestCanceledEmptyPipelineLeavesTranscriptAndFinalizesReports(t *testing.T) {
+	dir := t.TempDir()
+	for name, contents := range map[string]string{
+		"config.yml":      "version: 3\npipeline: {stages: []}\n",
+		"transcript.json": `[{"speaker":"Alice","start":0,"end":1,"text":"hello"}]`,
+		"output.json":     "previous transcript",
+	} {
+		if err := os.WriteFile(filepath.Join(dir, name), []byte(contents), 0600); err != nil {
+			t.Fatal(err)
+		}
+	}
+	input := processInput{
+		Config:     commandkit.Supplied[string]{Value: filepath.Join(dir, "config.yml"), Set: true},
+		Transcript: filepath.Join(dir, "transcript.json"),
+		Output:     commandkit.Supplied[string]{Value: filepath.Join(dir, "output.json"), Set: true},
+	}
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+	cmd := commandkit.NewCommand(commandkit.CommandSpec[struct{}]{Name: "deliver", Run: func(inv commandkit.Invocation, _ struct{}) commandkit.Outcome {
+		loaded, err := loadProcessInputs(inv.Context, input, inv.ReportingMode())
+		if err != nil {
+			t.Fatal(err)
+		}
+		prepared, err := prepareProcess(inv.Context, input, loaded, inv.Reporter().Output())
+		if err != nil {
+			t.Fatal(err)
+		}
+		defer prepared.Prepared.Output.Close()
+		result, err := executePipeline(inv.Context, loaded, prepared, sourceToCanonicalTranscript(loaded.Source), func(error) {})
+		if err != nil {
+			t.Fatal(err)
+		}
+		cancel()
+		return finishProcess(inv, input, loaded, prepared, result.Snapshot, []byte("new transcript"), nil)
+	}})
+	app, err := commandkit.New(commandkit.Identity{Name: "test"}, cmd)
+	if err != nil {
+		t.Fatal(err)
+	}
+	var stdout, stderr bytes.Buffer
+	outcome := app.Execute(ctx, []string{"deliver", "--verbose"}, commandkit.Streams{Out: &stdout, Err: &stderr})
+	if outcome.Status == 0 || !errors.Is(outcome.Cause, context.Canceled) || strings.Contains(stderr.String(), "Completed:") {
+		t.Fatalf("outcome=%+v stderr=%q", outcome, stderr.String())
+	}
+	if data, err := os.ReadFile(input.Output.Value); err != nil || string(data) != "previous transcript" {
+		t.Fatalf("transcript changed after cancellation: %q, %v", data, err)
+	}
+	var errorsDoc reporting.ErrorsDocument
+	var recoveries reporting.RecoveriesDocument
+	for name, target := range map[string]any{"errors.yml": &errorsDoc, "recoveries.yml": &recoveries} {
+		data, err := os.ReadFile(filepath.Join(dir, name))
+		if err != nil {
+			t.Fatal(err)
+		}
+		if err := yaml.Unmarshal(data, target); err != nil {
+			t.Fatal(err)
+		}
+	}
+	if errorsDoc.Status != reporting.StatusFailed || recoveries.Status != reporting.StatusFailed ||
+		len(errorsDoc.Errors) != 1 || errorsDoc.Errors[0].Reason != "canceled" {
+		t.Fatalf("reports did not capture cancellation: %+v %+v", errorsDoc, recoveries)
+	}
+}
+
+type shortProcessWriter struct{}
+
+func (shortProcessWriter) Write(data []byte) (int, error) { return len(data) / 2, nil }

internal/cli/process_pipeline.go

@@ -0,0 +1,81 @@
+package cli
+
+import (
+	"context"
+	"errors"
+	"fmt"
+
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/diagnostics"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/reporting"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/schema"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/contracts"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/llm"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/modules"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/outcomes"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/processreport"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/runner"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/framework/structuredoutput"
+)
+
+func executePipeline(ctx context.Context, loaded *processInputs, prepared *preparedProcess, normalized *schema.Transcript, warn func(error)) (processResult, error) {
+	cfg := &loaded.Configuration.Config
+	specs := contracts.ResolveModuleRunSpecs(cfg)
+	debug := prepared.Prepared.Debug
+	var observer *llm.ObservationCollector
+	var hooks llm.CallHooks
+	if debug != nil {
+		observer = llm.NewObservationCollector()
+		hooks = observer.Hooks()
+	}
+	for i := range specs {
+		item := &specs[i]
+		proposal, err := loaded.Runtime.NewRoleClient("proposal", *item.Settings.LLM.ProposalProfile, item.Settings.LLM, hooks)
+		if err != nil {
+			return processResult{}, fmt.Errorf("%s proposal client: %w", item.InstanceName, err)
+		}
+		validation, err := loaded.Runtime.NewRoleClient("validation", *item.Settings.LLM.ValidationProfile, item.Settings.LLM, hooks)
+		if err != nil {
+			return processResult{}, fmt.Errorf("%s validation client: %w", item.InstanceName, err)
+		}
+		item.ProposalClient, item.ValidationClient = proposal, validation
+		if item.Settings.LLM.CorrectionRepairAttempts > 0 {
+			repair, err := loaded.Runtime.NewRoleClient("correction_repair", *item.Settings.LLM.CorrectionRepairProfile, item.Settings.LLM, hooks)
+			if err != nil {
+				return processResult{}, fmt.Errorf("%s correction repair client: %w", item.InstanceName, err)
+			}
+			item.RepairClient = repair
+			item.CaptureProposalExchange = true
+		}
+	}
+	debugPath := prepared.DebugPath()
+	output, runErr := runner.New(modules.NewFactory()).Run(ctx, runner.RunInput{
+		Config: cfg, Transcript: normalized, ModuleSpecs: specs,
+		ProposalDiagnosticsDir: debugPath, ValidationDiagnosticsDir: debugPath,
+		CaptureCandidates: debugPath != "", ReportDiagnosticError: warn,
+	})
+	if debug != nil {
+		warn(debug.WriteJSONArtifact(diagnostics.ArtifactLLMExecution, processreport.BuildLLMExecution(observer.Snapshot())))
+		warn(debug.WriteJSONArtifact(diagnostics.ArtifactCorrectionLedger, processreport.BuildCorrectionLedger(processreport.CorrectionLedgerInput{RunDirectoryPath: debug.Path(), RunOutput: &output})))
+	}
+	var failures []processreport.RunFailure
+	if runErr != nil {
+		failure := processreport.RunFailure{Phase: "processing", Reason: outcomes.ReasonInternalFailure}
+		var cause *structuredoutput.Failure
+		if errors.As(runErr, &cause) {
+			failure.Reason = cause.Reason
+		} else if errors.Is(runErr, context.Canceled) || (ctx.Err() != nil && errors.Is(runErr, ctx.Err())) {
+			failure.Reason = outcomes.ReasonCanceled
+		}
+		if len(output.ModuleResults) > 0 {
+			last := output.ModuleResults[len(output.ModuleResults)-1]
+			if last.Status == runner.ModuleStatusFailed {
+				index := last.StageIndex
+				failure.Origin = &outcomes.Reference{StageIndex: &index, StageID: last.StageID, ModuleKey: last.ModuleKey, ModuleInstance: last.ModuleInstance}
+			}
+		}
+		failures = append(failures, failure)
+	}
+	snapshot := processreport.Build(processreport.BuildInput{RunID: prepared.RunID, Status: reporting.StatusInProgress, StartedAt: prepared.Started,
+		ModuleSpecs: specs, RunOutput: &output, RunFailures: failures, SummaryOnly: !cfg.Reporting.Enabled})
+	return processResult{Transcript: output.FinalTranscript, Snapshot: snapshot}, runErr
+}

internal/cli/run.go

@@ -5,8 +5,8 @@ import (
 	"fmt"
 	"io"
 
-	"gitea.maximumdirect.net/eric/audita/internal/core/schema"
+	"gitea.maximumdirect.net/eric/audita/v3/internal/core/schema"
-	"gitea.maximumdirect.net/eric/audita/internal/framework/llm"
+	commandkit "go.maximumdirect.net/commandkit"
 )
 
 func sourceToCanonicalTranscript(source *schema.SourceTranscript) *schema.Transcript {
@@ -28,206 +28,12 @@ func sourceToCanonicalTranscript(source *schema.SourceTranscript) *schema.Transc
 	return &schema.Transcript{Segments: segments}
 }
 
-// Run executes the Audita CLI with the provided arguments and streams.
+// Run executes the application with the provided arguments and streams.
 func Run(ctx context.Context, args []string, stdout, stderr io.Writer) int {
-	if len(args) == 0 {
+	app, err := buildApplication()
-		writeRootUsage(stdout)
-		return 0
-	}
-	if len(args) == 2 && args[0] == "help" {
-		switch args[1] {
-		case "process":
-			writeProcessUsage(stdout)
-			return 0
-		case "config":
-			writeConfigUsage(stdout)
-			return 0
-		}
-	}
-
-	if isHelpCommand(args) {
-		writeRootUsage(stdout)
-		return 0
-	}
-
-	if args[0] == "process" {
-		return runProcess(ctx, args[1:], stdout, stderr)
-	}
-	if args[0] == "config" {
-		return runConfig(ctx, args[1:], stdout, stderr)
-	}
-
-	fmt.Fprintf(stderr, "audita: unknown command %q\n\n", args[0])
-	writeRootUsage(stderr)
-	return 2
-}
-
-func runConfig(ctx context.Context, args []string, stdout, stderr io.Writer) int {
-	if len(args) == 0 || isHelpCommand(args) || args[0] == "--help" || args[0] == "-h" {
-		writeConfigUsage(stdout)
-		return 0
-	}
-
-	switch args[0] {
-	case "validate":
-		return runConfigValidate(ctx, args[1:], stdout, stderr)
-	case "print-effective":
-		return runConfigPrintEffective(ctx, args[1:], stdout, stderr)
-	default:
-		fmt.Fprintf(stderr, "audita config: unknown command %q\n\n", args[0])
-		writeConfigUsage(stderr)
-		return 2
-	}
-}
-
-func runConfigValidate(ctx context.Context, args []string, stdout, stderr io.Writer) int {
-	input, help, err := parseConfigInput("validate", args, stderr)
 	if err != nil {
-		fmt.Fprintf(stderr, "audita config validate: %s\n", configInputError(err))
+		fmt.Fprintln(stderr, err)
-		return 2
-	}
-	if help {
-		writeConfigValidateUsage(stdout)
-		return 0
-	}
-	selected, err := loadConfigInput(input, "validate")
-	if err != nil {
-		fmt.Fprintf(stderr, "audita config validate: %s\n", configInputError(err))
-		return 2
-	}
-	if _, err := llm.NewRuntime(ctx, selected.Result.Config, selected.Path, nil); err != nil {
-		fmt.Fprintf(stderr, "audita config validate: %s\n", llm.RedactError(err, selected.Result.Config))
-		if llm.IsAssetError(err) {
 		return 1
 	}
-		return 2
+	return app.Execute(ctx, args, commandkit.Streams{Out: stdout, Err: stderr}).Status
-	}
-	fmt.Fprintln(stdout, "config is valid")
-	return 0
-}
-
-func runConfigPrintEffective(ctx context.Context, args []string, stdout, stderr io.Writer) int {
-	input, help, err := parseConfigInput("print-effective", args, stderr)
-	if err != nil {
-		fmt.Fprintf(stderr, "audita config print-effective: %s\n", configInputError(err))
-		return 2
-	}
-	if help {
-		writeConfigPrintEffectiveUsage(stdout)
-		return 0
-	}
-	selected, err := loadConfigInput(input, "print-effective")
-	if err != nil {
-		fmt.Fprintf(stderr, "audita config print-effective: %s\n", configInputError(err))
-		return 2
-	}
-	llmRuntime, err := llm.NewRuntime(ctx, selected.Result.Config, selected.Path, nil)
-	if err != nil {
-		fmt.Fprintf(stderr, "audita config print-effective: %s\n", llm.RedactError(err, selected.Result.Config))
-		if llm.IsAssetError(err) {
-			return 1
-		}
-		return 2
-	}
-	if input.View == "settings" {
-		err = selected.Result.WriteEffective(stdout)
-	} else {
-		var output []byte
-		if input.View == "profiles" {
-			output, err = llmRuntime.SelectedProfilesYAML()
-		} else {
-			output, err = llm.ExplanationYAML(selected.Result)
-		}
-		if err == nil {
-			_, err = stdout.Write(output)
-		}
-	}
-	if err != nil {
-		fmt.Fprintf(stderr, "audita config print-effective: %v\n", err)
-		return 1
-	}
-	return 0
-}
-
-func isHelpCommand(args []string) bool {
-	if len(args) == 0 {
-		return false
-	}
-	if len(args) == 1 {
-		switch args[0] {
-		case "help", "-h", "--help":
-			return true
-		}
-	}
-	if len(args) == 2 && args[0] == "help" {
-		switch args[1] {
-		case "process":
-			return true
-		}
-	}
-	return false
-}
-
-func writeRootUsage(w io.Writer) {
-	fmt.Fprintln(w, "Audita is a transcript processing CLI.")
-	fmt.Fprintln(w)
-	fmt.Fprintln(w, "Usage:")
-	fmt.Fprintln(w, "  audita <command> [options]")
-	fmt.Fprintln(w)
-	fmt.Fprintln(w, "Commands:")
-	fmt.Fprintln(w, "  process    Process a transcript JSON file")
-	fmt.Fprintln(w, "  config     Validate and inspect config")
-	fmt.Fprintln(w)
-	fmt.Fprintln(w, "Example:")
-	fmt.Fprintln(w, "  audita process transcript.json --glossary glossary.yaml --output corrected.json")
-}
-
-func writeConfigUsage(w io.Writer) {
-	fmt.Fprintln(w, "Validate and inspect Audita config.")
-	fmt.Fprintln(w)
-	fmt.Fprintln(w, "Usage:")
-	fmt.Fprintln(w, "  audita config <command> [flags]")
-	fmt.Fprintln(w)
-	fmt.Fprintln(w, "Commands:")
-	fmt.Fprintln(w, "  validate         Validate a versioned YAML config file")
-	fmt.Fprintln(w, "  print-effective  Print redacted effective settings YAML")
-}
-
-func writeConfigValidateUsage(w io.Writer) {
-	fmt.Fprintln(w, "Validate a versioned YAML config file.")
-	fmt.Fprintln(w)
-	fmt.Fprintln(w, "Usage:")
-	fmt.Fprintln(w, "  audita config validate --config <path> [--overlay <name>] [setting flags]")
-}
-
-func writeConfigPrintEffectiveUsage(w io.Writer) {
-	fmt.Fprintln(w, "Print redacted effective settings YAML.")
-	fmt.Fprintln(w)
-	fmt.Fprintln(w, "Usage:")
-	fmt.Fprintln(w, "  audita config print-effective [--config <path>] [--overlay <name>] [setting flags]")
-}
-
-func writeProcessUsage(w io.Writer) {
-	fmt.Fprintln(w, "Process a transcript JSON file.")
-	fmt.Fprintln(w)
-	fmt.Fprintln(w, "Usage:")
-	fmt.Fprintln(w, "  audita process <transcript.json> [flags]")
-	fmt.Fprintln(w)
-	fmt.Fprintln(w, "Flags:")
-	for _, name := range []string{
-		"config", "overlay", "glossary", "output",
-		"proposal-profile", "validation-profile", "modules", "output-schema",
-		"validation-max-prompt-tokens", "target-sections", "max-section-tokens", "min-section-tokens",
-		"normalize-max-segment-gap", "normalize-ellipsis-gap", "normalize-max-segment-duration", "normalize-max-segment-tokens",
-		"glossary-confidence-threshold", "homophones-confidence-threshold", "spoken-word-confidence-threshold", "grammar-confidence-threshold",
-		"transcript-description", "work-dir",
-	} {
-		fmt.Fprintf(w, "  --%s\n", name)
-	}
-	fmt.Fprintln(w, "  --reporting[=true|false]  Write the three-file report bundle (default true)")
-	fmt.Fprintln(w, "  --report-dir DIR         Report directory for stdout output only; ignored with --output or --reporting=false")
-	fmt.Fprintln(w, "  --debug[=true|false]      Persist detailed diagnostics (default false)")
-	fmt.Fprintln(w)
-	fmt.Fprintln(w, "Example:")
-	fmt.Fprintln(w, "  audita process transcript.json --glossary glossary.yaml --output corrected.json")
 }