Organize D&D extensions by domain

internal/modules/dnd/chunk/scenes/assets.go

@@ -0,0 +1,6 @@
+package scenes
+
+import "embed"
+
+//go:embed assets/schemas/*.json assets/prompts/*.yaml assets/prompts/*.md
+var embeddedAssets embed.FS

internal/modules/dnd/chunk/scenes/assets/prompts/dnd.scenes.yaml

@@ -0,0 +1,36 @@
+id: dnd.scenes
+version: "v1"
+default_profile: gemini-2-flash
+inputs:
+  - name: transcript
+    required: true
+    content_type: application/json
+  - name: players
+    required: false
+    content_type: text/plain
+  - name: party
+    required: false
+    content_type: text/plain
+  - name: glossary
+    required: false
+    content_type: text/plain
+messages:
+  - role: system
+    content_file: ./sharedassets/common-dnd-system.md
+  - role: user
+    content_file: ./sharedassets/common-dnd-transcript.md
+    cache_control:
+      type: ephemeral
+  - role: user
+    content_file: ./sharedassets/common-dnd-references.md
+    cache_control:
+      type: ephemeral
+  - role: user
+    content_file: ./task.md
+  - role: user
+    content_file: ./instructions.md
+output:
+  format: json
+  validation_mode: json_schema
+  schema_path: dnd_scenes.v1.json
+  repair_attempts: 0

internal/modules/dnd/chunk/scenes/assets/prompts/instructions.md

@@ -0,0 +1,52 @@
+Good reasons to start a new scene include:
+- the party moves to a new location;
+- a combat encounter begins or ends;
+- combat changes into a substantially different phase;
+- the party shifts between combat, exploration, social interaction, discussion,
+  planning, travel, rest, or downtime;
+- a new NPC, faction, threat, or objective becomes central;
+- the party completes one immediate goal and begins another;
+- a major table-level rules discussion interrupts and materially changes play.
+
+Do not start a new scene merely because:
+- the speaker changes;
+- a new combat round begins;
+- a player asks a brief rules question;
+- there is a joke, aside, or short table comment;
+- a character takes a routine turn;
+- the same encounter continues without a meaningful change in situation.
+
+dnd/scenes boundary policy:
+- cover the full provided transcript from the first source unit to the last
+  source unit;
+- return sequential scenes with no gaps;
+- do not overlap scenes;
+- preserve source-unit order;
+- use integer source-unit IDs from the transcript;
+- each scene must have start_unit_id and end_unit_id;
+- do not include final chunk IDs or chunk indexes.
+
+For each scene:
+- short_title should be brief and factual;
+- primary_mode must be Recap, Discussion, Combat, or Narrative;
+- main_participants should include only principal characters, NPCs, factions, or
+  groups involved;
+- summary should be factual and compact, usually one to three sentences;
+- boundary_note should explain why the scene begins at start_unit_id and ends at
+  end_unit_id;
+- boundary_confidence must be High, Medium, or Low.
+
+Primary mode guidance:
+- Use Recap for opening recap, initiative setup, session framing, or immediate
+  continuation from prior events.
+- Use Discussion when the party is primarily discussing options or choosing a
+  course of action.
+- Use Combat when active combat or combat-resolution mechanics dominate.
+- Use Narrative for all other non-combat gameplay, including exploration, social
+  interactions, shopping, preparation, travel, rest, and downtime.
+
+In boundary_caveats, list overall caveats about scene divisions. Include scenes
+that could reasonably be split differently, combat phases that were kept
+together, gradual transitions, or places where map context would have helped.
+
+Return exactly one JSON object and no explanatory text.

internal/modules/dnd/chunk/scenes/assets/prompts/task.md

@@ -0,0 +1,5 @@
+Divide the provided transcript into coherent Dungeons & Dragons scenes for the
+dnd/scenes chunk module.
+
+A scene is a coherent unit of play. Start a new scene when there is a meaningful
+change in location, objective, threat, activity, encounter, or mode of play.

internal/modules/dnd/chunk/scenes/assets/schemas/dnd_scenes.v1.json

@@ -0,0 +1,84 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "notarius.dnd.scenes",
+  "type": "object",
+  "additionalProperties": false,
+  "required": [
+    "scenes",
+    "boundary_caveats"
+  ],
+  "properties": {
+    "scenes": {
+      "type": "array",
+      "minItems": 1,
+      "items": {
+        "type": "object",
+        "additionalProperties": false,
+        "required": [
+          "start_unit_id",
+          "end_unit_id",
+          "short_title",
+          "primary_mode",
+          "main_participants",
+          "summary",
+          "boundary_note",
+          "boundary_confidence"
+        ],
+        "properties": {
+          "start_unit_id": {
+            "type": "integer",
+            "minimum": 1
+          },
+          "end_unit_id": {
+            "type": "integer",
+            "minimum": 1
+          },
+          "short_title": {
+            "type": "string",
+            "minLength": 1
+          },
+          "primary_mode": {
+            "type": "string",
+            "enum": [
+              "Recap",
+              "Discussion",
+              "Combat",
+              "Narrative"
+            ]
+          },
+          "main_participants": {
+            "type": "array",
+            "minItems": 1,
+            "items": {
+              "type": "string",
+              "minLength": 1
+            }
+          },
+          "summary": {
+            "type": "string",
+            "minLength": 1
+          },
+          "boundary_note": {
+            "type": "string",
+            "minLength": 1
+          },
+          "boundary_confidence": {
+            "type": "string",
+            "enum": [
+              "High",
+              "Medium",
+              "Low"
+            ]
+          }
+        }
+      }
+    },
+    "boundary_caveats": {
+      "type": "array",
+      "items": {
+        "type": "string",
+        "minLength": 1
+      }
+    }
+  }
+}

internal/modules/dnd/chunk/scenes/chunker.go

@@ -0,0 +1,354 @@
+package scenes
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"strings"
+
+	"gitea.maximumdirect.net/eric/notarius/internal/core/source"
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/contracts"
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/pipeline"
+	"gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/shared"
+)
+
+const Key = "dnd/scenes"
+
+var requiredCapabilities = []string{
+	"source.transcript",
+}
+
+var providedCapabilities = []string{
+	"chunks",
+	"chunks.scenes",
+}
+
+var referenceSlotDescriptions = shared.ReferenceSlotDescriptions{
+	Glossary: "Optional campaign glossary reference material used only for scene disambiguation.",
+	Party:    "Optional party roster reference material used only for scene disambiguation.",
+	Players:  "Optional player list reference material used only for scene disambiguation.",
+	Roster:   "Deprecated alias for party roster reference material used only for scene disambiguation.",
+}
+
+var _ contracts.Chunker = (*Chunker)(nil)
+var _ contracts.ManifestMetadataProvider = (*Chunker)(nil)
+
+type Chunker struct{}
+
+func New() *Chunker {
+	return &Chunker{}
+}
+
+func (c *Chunker) Key() string {
+	return Key
+}
+
+func (c *Chunker) ReferenceSlots() []contracts.ReferenceSlot {
+	return shared.ReferenceSlots(referenceSlotDescriptions)
+}
+
+func (c *Chunker) ManifestMetadata() map[string]any {
+	promptSHA, err := scriptoriumPromptMetadata()
+	if err != nil {
+		promptSHA = ""
+	}
+	metadata := map[string]any{
+		"prompt_id":            PromptID,
+		"prompt_version":       ResponseSchemaVersion,
+		"prompt_sha256":        promptSHA,
+		"response_schema_key":  string(ResponseSchemaKey),
+		"response_schema_id":   ResponseSchemaID,
+		"response_schema_name": ResponseSchemaName,
+	}
+	if schema, err := loadResponseSchema(); err == nil {
+		metadata["response_schema_version"] = schema.Version
+		metadata["response_schema_sha256"] = schema.SHA256
+	}
+	return metadata
+}
+
+func (c *Chunker) Chunk(ctx context.Context, req contracts.ChunkRequest) (contracts.ChunkResult, error) {
+	if c == nil {
+		return contracts.ChunkResult{}, chunkerErrorf("chunker must not be nil")
+	}
+	if ctx == nil {
+		return contracts.ChunkResult{}, chunkerErrorf("context must not be nil")
+	}
+	if err := ctx.Err(); err != nil {
+		return contracts.ChunkResult{}, chunkerErrorf("context error before chunking: %w", err)
+	}
+	if req.Source == nil {
+		return contracts.ChunkResult{}, chunkerErrorf("source must not be nil")
+	}
+	if len(req.Source.Units) == 0 {
+		return contracts.ChunkResult{}, chunkerErrorf("source units must not be empty")
+	}
+	if err := source.ValidateDocument(req.Source); err != nil {
+		return contracts.ChunkResult{}, chunkerErrorf("validate source document: %w", err)
+	}
+	if req.LLMClient == nil {
+		return contracts.ChunkResult{}, chunkerErrorf("LLM client must not be nil")
+	}
+	if len(req.Options) > 0 {
+		return contracts.ChunkResult{}, chunkerErrorf("options are not supported")
+	}
+
+	var response chunkResponse
+	if _, err := req.LLMClient.CompleteStructured(ctx, contracts.StructuredCompletionRequest{
+		StageName:     Key,
+		PromptID:      PromptID,
+		PromptVersion: ResponseSchemaVersion,
+		ProfileID:     req.LLMProfile,
+		SessionID:     req.SessionID,
+		Inputs:        shared.PromptInputs(req.SourceInput, req.References),
+	}, &response); err != nil {
+		return contracts.ChunkResult{}, chunkerErrorf("complete structured output: %w", err)
+	}
+
+	warnings, err := warningsFromCaveats(response.BoundaryCaveats)
+	if err != nil {
+		return contracts.ChunkResult{}, chunkerErrorf("malformed structured output: %w", err)
+	}
+	chunks, err := chunksFromResponse(req.Source, response)
+	if err != nil {
+		return contracts.ChunkResult{}, chunkerErrorf("malformed structured output: %w", err)
+	}
+	return contracts.ChunkResult{
+		Chunks:   chunks,
+		Warnings: warnings,
+	}, nil
+}
+
+func ModuleSpec() pipeline.ModuleSpec {
+	return pipeline.ModuleSpec{
+		Key:            Key,
+		Stage:          pipeline.StageChunk,
+		Requires:       append([]string(nil), requiredCapabilities...),
+		Provides:       append([]string(nil), providedCapabilities...),
+		ReferenceSlots: shared.ReferenceSlots(referenceSlotDescriptions),
+	}
+}
+
+func Register(registry *pipeline.ChunkerRegistry) error {
+	return registry.RegisterWithSpec(ModuleSpec(), func() (contracts.Chunker, error) {
+		return New(), nil
+	})
+}
+
+func chunksFromResponse(doc *source.SourceDocument, response chunkResponse) ([]contracts.SourceChunk, error) {
+	if response.Scenes == nil {
+		return nil, fmt.Errorf("scenes must be present")
+	}
+	if len(response.Scenes) == 0 {
+		return nil, fmt.Errorf("scenes must not be empty")
+	}
+
+	unitIndexes := make(map[int]int, len(doc.Units))
+	for i, unit := range doc.Units {
+		unitIndexes[unit.ID] = i
+	}
+
+	chunks := make([]contracts.SourceChunk, 0, len(response.Scenes))
+	previousEnd := -1
+	for i, scene := range response.Scenes {
+		normalized, err := normalizeScene(doc, i, scene)
+		if err != nil {
+			return nil, err
+		}
+
+		startIndex, ok := unitIndexes[normalized.StartUnitID]
+		if !ok {
+			return nil, fmt.Errorf("scene[%d] start_unit_id %d was not found", i, normalized.StartUnitID)
+		}
+		endIndex, ok := unitIndexes[normalized.EndUnitID]
+		if !ok {
+			return nil, fmt.Errorf("scene[%d] end_unit_id %d was not found", i, normalized.EndUnitID)
+		}
+		if startIndex > endIndex {
+			return nil, fmt.Errorf("scene[%d] start_unit_id %d appears after end_unit_id %d", i, normalized.StartUnitID, normalized.EndUnitID)
+		}
+
+		if i == 0 && startIndex != 0 {
+			return nil, fmt.Errorf("first scene must start at first source unit %d", doc.Units[0].ID)
+		}
+		if i > 0 {
+			if startIndex <= previousEnd {
+				return nil, fmt.Errorf("scene[%d] overlaps previous scene", i)
+			}
+			if startIndex > previousEnd+1 {
+				return nil, fmt.Errorf("scene[%d] leaves a gap after previous scene", i)
+			}
+		}
+		previousEnd = endIndex
+
+		units := cloneUnits(doc.Units[startIndex : endIndex+1])
+		content, err := chunkContent(units)
+		if err != nil {
+			return nil, err
+		}
+		chunks = append(chunks, contracts.SourceChunk{
+			ID:          fmt.Sprintf("scene-%06d", i+1),
+			SourceID:    doc.ID,
+			Index:       i,
+			StartUnitID: units[0].ID,
+			EndUnitID:   units[len(units)-1].ID,
+			Content:     content,
+			MediaType:   "application/json",
+			Units:       units,
+			Metadata: map[string]any{
+				"scene_title":         normalized.ShortTitle,
+				"primary_mode":        normalized.PrimaryMode,
+				"main_participants":   append([]string(nil), normalized.MainParticipants...),
+				"summary":             normalized.Summary,
+				"boundary_note":       normalized.BoundaryNote,
+				"boundary_confidence": normalized.BoundaryConfidence,
+				"start_unit_id":       normalized.StartUnitID,
+				"end_unit_id":         normalized.EndUnitID,
+				"unit_count":          len(units),
+			},
+		})
+	}
+
+	if previousEnd != len(doc.Units)-1 {
+		return nil, fmt.Errorf("final scene must end at final source unit %d", doc.Units[len(doc.Units)-1].ID)
+	}
+	return chunks, nil
+}
+
+func chunkContent(units []source.SourceUnit) ([]byte, error) {
+	content, err := json.Marshal(struct {
+		Units []source.SourceUnit `json:"units"`
+	}{
+		Units: units,
+	})
+	if err != nil {
+		return nil, fmt.Errorf("encode chunk content: %w", err)
+	}
+	return content, nil
+}
+
+func normalizeScene(doc *source.SourceDocument, index int, scene sceneResponse) (normalizedScene, error) {
+	startUnitID, err := shared.ResolveUnitID(doc, "start_unit_id", scene.StartUnitID)
+	if err != nil {
+		return normalizedScene{}, fmt.Errorf("scene[%d] %w", index, err)
+	}
+	endUnitID, err := shared.ResolveUnitID(doc, "end_unit_id", scene.EndUnitID)
+	if err != nil {
+		return normalizedScene{}, fmt.Errorf("scene[%d] %w", index, err)
+	}
+
+	out := normalizedScene{
+		StartUnitID:        startUnitID,
+		EndUnitID:          endUnitID,
+		ShortTitle:         strings.TrimSpace(scene.ShortTitle),
+		PrimaryMode:        strings.TrimSpace(scene.PrimaryMode),
+		Summary:            strings.TrimSpace(scene.Summary),
+		BoundaryNote:       strings.TrimSpace(scene.BoundaryNote),
+		BoundaryConfidence: strings.TrimSpace(scene.BoundaryConfidence),
+	}
+
+	requiredInts := map[string]int{
+		"start_unit_id": out.StartUnitID,
+		"end_unit_id":   out.EndUnitID,
+	}
+	for field, value := range requiredInts {
+		if value <= 0 {
+			return normalizedScene{}, fmt.Errorf("scene[%d] %s must be positive", index, field)
+		}
+	}
+	required := map[string]string{
+		"short_title":         out.ShortTitle,
+		"primary_mode":        out.PrimaryMode,
+		"summary":             out.Summary,
+		"boundary_note":       out.BoundaryNote,
+		"boundary_confidence": out.BoundaryConfidence,
+	}
+	for field, value := range required {
+		if value == "" {
+			return normalizedScene{}, fmt.Errorf("scene[%d] %s must not be empty", index, field)
+		}
+	}
+	if !validPrimaryMode(out.PrimaryMode) {
+		return normalizedScene{}, fmt.Errorf("scene[%d] primary_mode %q is not supported", index, out.PrimaryMode)
+	}
+	if !validBoundaryConfidence(out.BoundaryConfidence) {
+		return normalizedScene{}, fmt.Errorf("scene[%d] boundary_confidence %q is not supported", index, out.BoundaryConfidence)
+	}
+	if len(scene.MainParticipants) == 0 {
+		return normalizedScene{}, fmt.Errorf("scene[%d] main_participants must not be empty", index)
+	}
+	out.MainParticipants = make([]string, 0, len(scene.MainParticipants))
+	for participantIndex, participant := range scene.MainParticipants {
+		trimmed := strings.TrimSpace(participant)
+		if trimmed == "" {
+			return normalizedScene{}, fmt.Errorf("scene[%d] main_participants[%d] must not be empty", index, participantIndex)
+		}
+		out.MainParticipants = append(out.MainParticipants, trimmed)
+	}
+	return out, nil
+}
+
+func validPrimaryMode(value string) bool {
+	switch value {
+	case "Recap", "Discussion", "Combat", "Narrative":
+		return true
+	default:
+		return false
+	}
+}
+
+func validBoundaryConfidence(value string) bool {
+	switch value {
+	case "High", "Medium", "Low":
+		return true
+	default:
+		return false
+	}
+}
+
+func warningsFromCaveats(caveats []string) ([]contracts.Warning, error) {
+	if len(caveats) == 0 {
+		return nil, nil
+	}
+	warnings := make([]contracts.Warning, 0, len(caveats))
+	for i, caveat := range caveats {
+		trimmed := strings.TrimSpace(caveat)
+		if trimmed == "" {
+			return nil, fmt.Errorf("boundary_caveats[%d] must not be empty after trimming", i)
+		}
+		warnings = append(warnings, contracts.Warning{
+			Scope:      Key,
+			ReasonCode: "scene_boundary_caveat",
+			Message:    trimmed,
+		})
+	}
+	return warnings, nil
+}
+
+func cloneUnits(units []source.SourceUnit) []source.SourceUnit {
+	out := make([]source.SourceUnit, 0, len(units))
+	for _, unit := range units {
+		out = append(out, source.SourceUnit{
+			ID:       unit.ID,
+			Kind:     unit.Kind,
+			Text:     unit.Text,
+			Metadata: cloneMetadata(unit.Metadata),
+		})
+	}
+	return out
+}
+
+func cloneMetadata(metadata map[string]any) map[string]any {
+	if len(metadata) == 0 {
+		return nil
+	}
+	out := make(map[string]any, len(metadata))
+	for key, value := range metadata {
+		out[key] = value
+	}
+	return out
+}
+
+func chunkerErrorf(format string, args ...any) error {
+	return fmt.Errorf("dnd scenes chunker: "+format, args...)
+}

internal/modules/dnd/chunk/scenes/chunker_test.go

@@ -0,0 +1,628 @@
+package scenes
+
+import (
+	"context"
+	"encoding/json"
+	"errors"
+	"reflect"
+	"strings"
+	"testing"
+
+	"gitea.maximumdirect.net/eric/notarius/internal/core/source"
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/contracts"
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/pipeline"
+	"gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/shared"
+)
+
+func TestNewModuleSpecAndRegister(t *testing.T) {
+	chunker := New()
+	if chunker == nil {
+		t.Fatal("New() = nil, want chunker")
+	}
+	if chunker.Key() != Key {
+		t.Fatalf("Key() = %q, want %q", chunker.Key(), Key)
+	}
+
+	want := pipeline.ModuleSpec{
+		Key:            Key,
+		Stage:          pipeline.StageChunk,
+		Requires:       []string{"source.transcript"},
+		Provides:       []string{"chunks", "chunks.scenes"},
+		ReferenceSlots: wantReferenceSlots(),
+	}
+	if got := ModuleSpec(); !reflect.DeepEqual(got, want) {
+		t.Fatalf("ModuleSpec() = %#v, want %#v", got, want)
+	}
+	got := ModuleSpec()
+	got.Requires[0] = "changed"
+	got.Provides[0] = "changed"
+	got.ReferenceSlots[0].AcceptedMediaTypes[0] = "changed"
+	if again := ModuleSpec(); !reflect.DeepEqual(again, want) {
+		t.Fatalf("ModuleSpec() after caller mutation = %#v, want %#v", again, want)
+	}
+
+	registry := pipeline.NewChunkerRegistry()
+	if err := Register(registry); err != nil {
+		t.Fatalf("Register() error = %v, want nil", err)
+	}
+	registered, ok := registry.Spec(Key)
+	if !ok {
+		t.Fatalf("Spec(%q) ok = false, want true", Key)
+	}
+	if !reflect.DeepEqual(registered, want) {
+		t.Fatalf("registered spec = %#v, want %#v", registered, want)
+	}
+	built, err := registry.Build(Key)
+	if err != nil {
+		t.Fatalf("Build(%q) error = %v, want nil", Key, err)
+	}
+	if built.Key() != Key {
+		t.Fatalf("built Key() = %q, want %q", built.Key(), Key)
+	}
+	if slots := built.ReferenceSlots(); !reflect.DeepEqual(slots, want.ReferenceSlots) {
+		t.Fatalf("ReferenceSlots() = %#v, want %#v", slots, want.ReferenceSlots)
+	}
+}
+
+func TestRegisterNilRegistryReturnsError(t *testing.T) {
+	err := Register(nil)
+	if err == nil {
+		t.Fatal("Register(nil) error = nil, want error")
+	}
+	if !strings.Contains(err.Error(), "chunker registry") {
+		t.Fatalf("Register(nil) error = %q, want registry context", err.Error())
+	}
+}
+
+func wantReferenceSlots() []contracts.ReferenceSlot {
+	accepted := []string{"application/json", "application/x-yaml", "application/yaml", "text/markdown", "text/plain"}
+	return []contracts.ReferenceSlot{
+		{
+			Name:               "glossary",
+			Description:        "Optional campaign glossary reference material used only for scene disambiguation.",
+			AcceptedMediaTypes: append([]string(nil), accepted...),
+		},
+		{
+			Name:               "party",
+			Description:        "Optional party roster reference material used only for scene disambiguation.",
+			AcceptedMediaTypes: append([]string(nil), accepted...),
+		},
+		{
+			Name:               "players",
+			Description:        "Optional player list reference material used only for scene disambiguation.",
+			AcceptedMediaTypes: append([]string(nil), accepted...),
+		},
+		{
+			Name:               "roster",
+			Description:        "Deprecated alias for party roster reference material used only for scene disambiguation.",
+			AcceptedMediaTypes: append([]string(nil), accepted...),
+		},
+	}
+}
+
+func TestChunkReturnsSceneChunksFromStructuredOutput(t *testing.T) {
+	client := &fakeScenesLLMClient{
+		response: chunkResponse{
+			Scenes: []sceneResponse{
+				{
+					StartUnitID:        shared.UnitRefFromInt(1),
+					EndUnitID:          shared.UnitRefFromInt(2),
+					ShortTitle:         " Goblin parley ",
+					PrimaryMode:        "Discussion",
+					MainParticipants:   []string{" Aria ", "Goblin scout"},
+					Summary:            " The party negotiates with a scout. ",
+					BoundaryNote:       " The scene covers the discussion before fighting starts. ",
+					BoundaryConfidence: "High",
+				},
+				{
+					StartUnitID:        shared.UnitRefFromInt(3),
+					EndUnitID:          shared.UnitRefFromInt(4),
+					ShortTitle:         "Ambush at the gate",
+					PrimaryMode:        "Combat",
+					MainParticipants:   []string{"Aria", "Goblin ambushers"},
+					Summary:            "The goblins attack at the gate.",
+					BoundaryNote:       "Combat begins and resolves the immediate threat.",
+					BoundaryConfidence: "Medium",
+				},
+			},
+			BoundaryCaveats: []string{" The transition into combat is gradual. "},
+		},
+	}
+
+	result, err := New().Chunk(context.Background(), chunkRequestWithClient(client))
+	if err != nil {
+		t.Fatalf("Chunk() error = %v, want nil", err)
+	}
+
+	if len(client.requests) != 1 {
+		t.Fatalf("LLM calls = %d, want 1", len(client.requests))
+	}
+	req := client.requests[0]
+	if req.StageName != Key {
+		t.Fatalf("StageName = %q, want %q", req.StageName, Key)
+	}
+	if req.PromptID != PromptID || req.PromptVersion != ResponseSchemaVersion {
+		t.Fatalf("prompt = %q/%q, want %q/%q", req.PromptID, req.PromptVersion, PromptID, ResponseSchemaVersion)
+	}
+	if req.SessionID != "session-123" || req.ProfileID != "profile-scenes" {
+		t.Fatalf("session/profile = %q/%q, want session-123/profile-scenes", req.SessionID, req.ProfileID)
+	}
+	transcript, ok := req.Inputs["transcript"]
+	if !ok {
+		t.Fatalf("transcript input missing from %#v", req.Inputs)
+	}
+	if transcript.Name != "transcript" || transcript.MediaType != "application/json" || transcript.Digest != "sha256:transcript" || transcript.OriginURI != "file:///session-alpha.json" {
+		t.Fatalf("transcript metadata = %#v", transcript)
+	}
+	if got := string(transcript.Content); got != sceneTranscriptJSON {
+		t.Fatalf("transcript content = %q, want original source input", got)
+	}
+	if got := string(req.Inputs["players"].Content); got != " " {
+		t.Fatalf("players input = %q, want empty reference placeholder", got)
+	}
+	if got := string(req.Inputs["party"].Content); got != " " {
+		t.Fatalf("party input = %q, want empty reference placeholder", got)
+	}
+	if got := string(req.Inputs["glossary"].Content); got != " " {
+		t.Fatalf("glossary input = %q, want empty reference placeholder", got)
+	}
+
+	if got := chunkIDs(result.Chunks); !reflect.DeepEqual(got, []string{"scene-000001", "scene-000002"}) {
+		t.Fatalf("chunk IDs = %#v, want deterministic scene IDs", got)
+	}
+	gotUnits := [][]int{unitIDs(result.Chunks[0].Units), unitIDs(result.Chunks[1].Units)}
+	wantUnits := [][]int{{1, 2}, {3, 4}}
+	if !reflect.DeepEqual(gotUnits, wantUnits) {
+		t.Fatalf("chunk units = %#v, want %#v", gotUnits, wantUnits)
+	}
+	first := result.Chunks[0]
+	if first.SourceID != "session-alpha" || first.Index != 0 {
+		t.Fatalf("first chunk = %#v, want source and index fields", first)
+	}
+	if first.StartUnitID != 1 || first.EndUnitID != 2 {
+		t.Fatalf("first boundaries = %d-%d, want 1-2", first.StartUnitID, first.EndUnitID)
+	}
+	if first.MediaType != "application/json" || len(first.Content) == 0 {
+		t.Fatalf("first payload = media type %q length %d, want JSON content", first.MediaType, len(first.Content))
+	}
+	if first.Metadata["scene_title"] != "Goblin parley" ||
+		first.Metadata["primary_mode"] != "Discussion" ||
+		first.Metadata["summary"] != "The party negotiates with a scout." ||
+		first.Metadata["boundary_note"] != "The scene covers the discussion before fighting starts." ||
+		first.Metadata["boundary_confidence"] != "High" ||
+		first.Metadata["start_unit_id"] != 1 ||
+		first.Metadata["end_unit_id"] != 2 ||
+		first.Metadata["unit_count"] != 2 {
+		t.Fatalf("first metadata = %#v, want scene metadata", first.Metadata)
+	}
+	if got, ok := first.Metadata["main_participants"].([]string); !ok || !reflect.DeepEqual(got, []string{"Aria", "Goblin scout"}) {
+		t.Fatalf("main_participants = %#v, want trimmed participant slice", first.Metadata["main_participants"])
+	}
+	if got := result.Warnings; len(got) != 1 ||
+		got[0].Scope != Key ||
+		got[0].ReasonCode != "scene_boundary_caveat" ||
+		got[0].Message != "The transition into combat is gradual." {
+		t.Fatalf("Warnings = %#v, want boundary caveat warning", got)
+	}
+}
+
+func TestChunkPassesReferencesAsPromptInputs(t *testing.T) {
+	client := &fakeScenesLLMClient{response: chunkResponse{
+		Scenes: []sceneResponse{
+			{
+				StartUnitID:        shared.UnitRefFromInt(1),
+				EndUnitID:          shared.UnitRefFromInt(4),
+				ShortTitle:         "Ambush",
+				PrimaryMode:        "Combat",
+				MainParticipants:   []string{"Aria"},
+				Summary:            "The party is ambushed.",
+				BoundaryNote:       "One scene covers the short fixture.",
+				BoundaryConfidence: "High",
+			},
+		},
+	}}
+	req := chunkRequestWithClient(client)
+	req.References = contracts.ReferenceSet{
+		Slots: map[string]contracts.ResolvedReferenceSlot{
+			"players": {
+				Slot: contracts.ReferenceSlot{Name: "players"},
+				Items: []contracts.ReferenceItem{
+					{SlotName: "players", Content: []byte("Alice: Aria")},
+				},
+			},
+			"party": {
+				Slot: contracts.ReferenceSlot{Name: "party"},
+				Items: []contracts.ReferenceItem{
+					{SlotName: "party", Content: []byte("Aria: cleric")},
+				},
+			},
+			"glossary": {
+				Slot: contracts.ReferenceSlot{Name: "glossary"},
+				Items: []contracts.ReferenceItem{
+					{SlotName: "glossary", Content: []byte("Brightmantle: local temple")},
+				},
+			},
+		},
+	}
+
+	if _, err := New().Chunk(context.Background(), req); err != nil {
+		t.Fatalf("Chunk() error = %v, want nil", err)
+	}
+	request := client.requests[0]
+	if got := string(request.Inputs["players"].Content); got != "Alice: Aria" {
+		t.Fatalf("players input = %q, want reference content", got)
+	}
+	if got := string(request.Inputs["party"].Content); got != "Aria: cleric" {
+		t.Fatalf("party input = %q, want reference content", got)
+	}
+	if got := string(request.Inputs["glossary"].Content); got != "Brightmantle: local temple" {
+		t.Fatalf("glossary input = %q, want reference content", got)
+	}
+	if strings.Contains(string(request.Inputs["transcript"].Content), "Aria: cleric") {
+		t.Fatalf("transcript input contains reference content")
+	}
+}
+
+func TestPromptInputsMapLegacyRosterReferenceToParty(t *testing.T) {
+	inputs := shared.PromptInputs(sceneSourceInput(), contracts.ReferenceSet{
+		Slots: map[string]contracts.ResolvedReferenceSlot{
+			"roster": {
+				Slot: contracts.ReferenceSlot{Name: "roster"},
+				Items: []contracts.ReferenceItem{
+					{SlotName: "roster", Content: []byte("Legacy roster text")},
+				},
+			},
+		},
+	})
+
+	if got := string(inputs["party"].Content); got != "Legacy roster text" {
+		t.Fatalf("party input = %q, want legacy roster content", got)
+	}
+	if _, ok := inputs["roster"]; ok {
+		t.Fatalf("roster prompt input was present; want only party input")
+	}
+}
+
+func TestChunkRejectsWhitespaceOnlyBoundaryCaveats(t *testing.T) {
+	client := &fakeScenesLLMClient{
+		response: chunkResponse{
+			Scenes: validSceneResponse().Scenes,
+			BoundaryCaveats: []string{
+				"   ",
+			},
+		},
+	}
+
+	_, err := New().Chunk(context.Background(), chunkRequestWithClient(client))
+	if err == nil {
+		t.Fatal("Chunk() error = nil, want malformed structured output error")
+	}
+	if !strings.Contains(err.Error(), "dnd scenes chunker") || !strings.Contains(err.Error(), "malformed structured output") || !strings.Contains(err.Error(), "boundary_caveats[0]") {
+		t.Fatalf("Chunk() error = %q, want malformed boundary caveat context", err.Error())
+	}
+}
+
+func TestChunkDefensivelyCopiesSourceUnitsAndMetadata(t *testing.T) {
+	doc := sceneSourceDocument()
+	client := &fakeScenesLLMClient{response: validSceneResponse()}
+
+	result, err := New().Chunk(context.Background(), contracts.ChunkRequest{
+		Source:      doc,
+		SourceInput: sceneSourceInput(),
+		SessionID:   "session-123",
+		LLMProfile:  "profile-scenes",
+		LLMClient:   client,
+	})
+	if err != nil {
+		t.Fatalf("Chunk() error = %v, want nil", err)
+	}
+
+	doc.Units[0].ID = 99
+	doc.Units[0].Metadata["speaker"] = "mutated"
+	client.response.Scenes[0].MainParticipants[0] = "mutated"
+
+	if result.Chunks[0].Units[0].ID != 1 {
+		t.Fatalf("chunk unit ID changed after source mutation: %#v", result.Chunks[0].Units[0])
+	}
+	if result.Chunks[0].Units[0].Metadata["speaker"] != "Alice" {
+		t.Fatalf("chunk unit metadata changed after source mutation: %#v", result.Chunks[0].Units[0].Metadata)
+	}
+	participants, ok := result.Chunks[0].Metadata["main_participants"].([]string)
+	if !ok || participants[0] != "Aria" {
+		t.Fatalf("participants = %#v, want defensive copy", result.Chunks[0].Metadata["main_participants"])
+	}
+}
+
+func TestChunkerManifestMetadataIncludesPromptAndSchemaProvenance(t *testing.T) {
+	metadata := New().ManifestMetadata()
+
+	tests := map[string]string{
+		"prompt_id":               PromptID,
+		"prompt_version":          ResponseSchemaVersion,
+		"response_schema_key":     string(ResponseSchemaKey),
+		"response_schema_id":      ResponseSchemaID,
+		"response_schema_name":    ResponseSchemaName,
+		"response_schema_version": ResponseSchemaVersion,
+	}
+	for key, want := range tests {
+		if metadata[key] != want {
+			t.Fatalf("metadata[%q] = %#v, want %q", key, metadata[key], want)
+		}
+	}
+	for _, key := range []string{"prompt_sha256", "response_schema_sha256"} {
+		value, ok := metadata[key].(string)
+		if !ok || !strings.HasPrefix(value, "sha256:") {
+			t.Fatalf("metadata[%q] = %#v, want sha256 value", key, metadata[key])
+		}
+	}
+	for _, forbidden := range []string{"prompt", "schema", "source", "text"} {
+		if _, ok := metadata[forbidden]; ok {
+			t.Fatalf("metadata includes raw %q field: %#v", forbidden, metadata)
+		}
+	}
+}
+
+func TestChunkRejectsInvalidRequests(t *testing.T) {
+	validClient := &fakeScenesLLMClient{response: validSceneResponse()}
+	validReq := chunkRequestWithClient(validClient)
+	canceledCtx, cancel := context.WithCancel(context.Background())
+	cancel()
+	invalidDoc := sceneSourceDocument()
+	invalidDoc.Units[0].ID = 0
+	emptyDoc := sceneSourceDocument()
+	emptyDoc.Units = nil
+
+	tests := []struct {
+		name    string
+		chunker *Chunker
+		ctx     context.Context
+		req     contracts.ChunkRequest
+		want    string
+	}{
+		{name: "nil chunker", chunker: nil, ctx: context.Background(), req: validReq, want: "chunker"},
+		{name: "nil context", chunker: New(), ctx: nil, req: validReq, want: "context"},
+		{name: "canceled context", chunker: New(), ctx: canceledCtx, req: validReq, want: "context"},
+		{name: "nil source", chunker: New(), ctx: context.Background(), req: contracts.ChunkRequest{LLMClient: validClient}, want: "source"},
+		{name: "empty source units", chunker: New(), ctx: context.Background(), req: contracts.ChunkRequest{Source: emptyDoc, LLMClient: validClient}, want: "units"},
+		{name: "invalid source", chunker: New(), ctx: context.Background(), req: contracts.ChunkRequest{Source: invalidDoc, LLMClient: validClient}, want: "validate source document"},
+		{name: "nil LLM client", chunker: New(), ctx: context.Background(), req: contracts.ChunkRequest{Source: sceneSourceDocument()}, want: "LLM client"},
+		{name: "unsupported options", chunker: New(), ctx: context.Background(), req: requestWithOptions(validReq), want: "options"},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			_, err := tt.chunker.Chunk(tt.ctx, tt.req)
+			if err == nil {
+				t.Fatal("Chunk() error = nil, want error")
+			}
+			if !strings.Contains(err.Error(), "dnd scenes") || !strings.Contains(err.Error(), tt.want) {
+				t.Fatalf("Chunk() error = %q, want module context and %q", err.Error(), tt.want)
+			}
+		})
+	}
+}
+
+func TestChunkRejectsMalformedStructuredOutput(t *testing.T) {
+	tests := []struct {
+		name     string
+		response chunkResponse
+		want     string
+	}{
+		{name: "missing scenes", response: chunkResponse{}, want: "scenes"},
+		{name: "empty scenes", response: chunkResponse{Scenes: []sceneResponse{}}, want: "scenes"},
+		{
+			name: "unknown boundary id",
+			response: replaceScenes(validSceneResponse(), []sceneResponse{
+				scene(1, 999),
+			}),
+			want: "was not found",
+		},
+		{
+			name: "out of order boundaries",
+			response: replaceScenes(validSceneResponse(), []sceneResponse{
+				scene(3, 2),
+			}),
+			want: "appears after",
+		},
+		{
+			name: "gap",
+			response: replaceScenes(validSceneResponse(), []sceneResponse{
+				scene(1, 1),
+				scene(3, 4),
+			}),
+			want: "gap",
+		},
+		{
+			name: "overlap",
+			response: replaceScenes(validSceneResponse(), []sceneResponse{
+				scene(1, 2),
+				scene(2, 4),
+			}),
+			want: "overlap",
+		},
+		{
+			name: "incomplete coverage",
+			response: replaceScenes(validSceneResponse(), []sceneResponse{
+				scene(1, 3),
+			}),
+			want: "final scene",
+		},
+		{
+			name: "empty metadata field",
+			response: replaceScenes(validSceneResponse(), []sceneResponse{
+				{
+					StartUnitID:        shared.UnitRefFromInt(1),
+					EndUnitID:          shared.UnitRefFromInt(4),
+					ShortTitle:         " ",
+					PrimaryMode:        "Narrative",
+					MainParticipants:   []string{"Aria"},
+					Summary:            "Summary.",
+					BoundaryNote:       "Note.",
+					BoundaryConfidence: "High",
+				},
+			}),
+			want: "short_title",
+		},
+		{
+			name: "empty participant",
+			response: replaceScenes(validSceneResponse(), []sceneResponse{
+				{
+					StartUnitID:        shared.UnitRefFromInt(1),
+					EndUnitID:          shared.UnitRefFromInt(4),
+					ShortTitle:         "Title",
+					PrimaryMode:        "Narrative",
+					MainParticipants:   []string{"Aria", " "},
+					Summary:            "Summary.",
+					BoundaryNote:       "Note.",
+					BoundaryConfidence: "High",
+				},
+			}),
+			want: "main_participants",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			client := &fakeScenesLLMClient{response: tt.response}
+			_, err := New().Chunk(context.Background(), chunkRequestWithClient(client))
+			if err == nil {
+				t.Fatal("Chunk() error = nil, want error")
+			}
+			if !strings.Contains(err.Error(), "dnd scenes") || !strings.Contains(err.Error(), tt.want) {
+				t.Fatalf("Chunk() error = %q, want module context and %q", err.Error(), tt.want)
+			}
+		})
+	}
+}
+
+func TestChunkWrapsLLMClientError(t *testing.T) {
+	client := &fakeScenesLLMClient{err: errors.New("provider unavailable")}
+
+	_, err := New().Chunk(context.Background(), chunkRequestWithClient(client))
+	if err == nil {
+		t.Fatal("Chunk() error = nil, want LLM error")
+	}
+	if !strings.Contains(err.Error(), "dnd scenes") || !strings.Contains(err.Error(), "provider unavailable") {
+		t.Fatalf("Chunk() error = %q, want wrapped LLM context", err.Error())
+	}
+}
+
+func chunkRequestWithClient(client contracts.StructuredLLMClient) contracts.ChunkRequest {
+	return contracts.ChunkRequest{
+		Source:      sceneSourceDocument(),
+		SourceInput: sceneSourceInput(),
+		SessionID:   "session-123",
+		LLMProfile:  "profile-scenes",
+		LLMClient:   client,
+	}
+}
+
+const sceneTranscriptJSON = `{"id":"session-alpha","segments":[{"id":1,"text":"Aria asks whether the goblin will parley."}]}`
+
+func sceneSourceInput() contracts.LLMInputMaterial {
+	return contracts.NewLLMInputMaterial("source", "application/json", []byte(sceneTranscriptJSON), "sha256:transcript", "file:///session-alpha.json")
+}
+
+func requestWithOptions(req contracts.ChunkRequest) contracts.ChunkRequest {
+	req.Options = map[string]any{"max_units": 2}
+	return req
+}
+
+func sceneSourceDocument() *source.SourceDocument {
+	return &source.SourceDocument{
+		ID:     "session-alpha",
+		Kind:   "transcript",
+		Format: "application/vnd.seriatim.minimal+json",
+		Digest: "sha256:source",
+		Units: []source.SourceUnit{
+			{ID: 1, Kind: "transcript_segment", Text: "Aria asks whether the goblin will parley.", Metadata: map[string]any{"speaker": "Alice"}},
+			{ID: 2, Kind: "transcript_segment", Text: "The goblin scout describes the gate guards."},
+			{ID: 3, Kind: "transcript_segment", Text: "The guards rush out with blades drawn."},
+			{ID: 4, Kind: "transcript_segment", Text: "The party defeats the ambushers."},
+		},
+	}
+}
+
+func validSceneResponse() chunkResponse {
+	return chunkResponse{
+		Scenes: []sceneResponse{
+			scene(1, 4),
+		},
+		BoundaryCaveats: []string{},
+	}
+}
+
+func replaceScenes(response chunkResponse, scenes []sceneResponse) chunkResponse {
+	response.Scenes = scenes
+	return response
+}
+
+func scene(startUnitID int, endUnitID int) sceneResponse {
+	return sceneResponse{
+		StartUnitID:        shared.UnitRefFromInt(startUnitID),
+		EndUnitID:          shared.UnitRefFromInt(endUnitID),
+		ShortTitle:         "Scene title",
+		PrimaryMode:        "Narrative",
+		MainParticipants:   []string{"Aria"},
+		Summary:            "A compact summary.",
+		BoundaryNote:       "The source units form one coherent scene.",
+		BoundaryConfidence: "High",
+	}
+}
+
+func chunkIDs(chunks []contracts.SourceChunk) []string {
+	ids := make([]string, 0, len(chunks))
+	for _, chunk := range chunks {
+		ids = append(ids, chunk.ID)
+	}
+	return ids
+}
+
+func unitIDs(units []source.SourceUnit) []int {
+	ids := make([]int, 0, len(units))
+	for _, unit := range units {
+		ids = append(ids, unit.ID)
+	}
+	return ids
+}
+
+type fakeScenesLLMClient struct {
+	response chunkResponse
+	err      error
+	requests []contracts.StructuredCompletionRequest
+}
+
+func (client *fakeScenesLLMClient) CompleteStructured(ctx context.Context, req contracts.StructuredCompletionRequest, out any) (contracts.StructuredCompletionResponse, error) {
+	client.requests = append(client.requests, cloneStructuredCompletionRequest(req))
+	if client.err != nil {
+		return contracts.StructuredCompletionResponse{}, client.err
+	}
+
+	target, ok := out.(*chunkResponse)
+	if !ok {
+		return contracts.StructuredCompletionResponse{}, errors.New("unexpected output target")
+	}
+	*target = client.response
+	content, err := json.Marshal(client.response)
+	if err != nil {
+		return contracts.StructuredCompletionResponse{}, err
+	}
+	return contracts.StructuredCompletionResponse{Content: content}, nil
+}
+
+func cloneStructuredCompletionRequest(req contracts.StructuredCompletionRequest) contracts.StructuredCompletionRequest {
+	req.Inputs = req.Inputs.Clone()
+	req.Vars = cloneVars(req.Vars)
+	return req
+}
+
+func cloneVars(in map[string]any) map[string]any {
+	if len(in) == 0 {
+		return nil
+	}
+	out := make(map[string]any, len(in))
+	for key, value := range in {
+		out[key] = value
+	}
+	return out
+}

internal/modules/dnd/chunk/scenes/model.go

@@ -0,0 +1,30 @@
+package scenes
+
+import "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/shared"
+
+type chunkResponse struct {
+	Scenes          []sceneResponse `json:"scenes"`
+	BoundaryCaveats []string        `json:"boundary_caveats"`
+}
+
+type sceneResponse struct {
+	StartUnitID        shared.UnitRef `json:"start_unit_id"`
+	EndUnitID          shared.UnitRef `json:"end_unit_id"`
+	ShortTitle         string         `json:"short_title"`
+	PrimaryMode        string         `json:"primary_mode"`
+	MainParticipants   []string       `json:"main_participants"`
+	Summary            string         `json:"summary"`
+	BoundaryNote       string         `json:"boundary_note"`
+	BoundaryConfidence string         `json:"boundary_confidence"`
+}
+
+type normalizedScene struct {
+	StartUnitID        int
+	EndUnitID          int
+	ShortTitle         string
+	PrimaryMode        string
+	MainParticipants   []string
+	Summary            string
+	BoundaryNote       string
+	BoundaryConfidence string
+}

internal/modules/dnd/chunk/scenes/schema.go

@@ -0,0 +1,21 @@
+package scenes
+
+import "gitea.maximumdirect.net/eric/notarius/internal/framework/llm"
+
+const (
+	PromptID              = "dnd.scenes"
+	ResponseSchemaKey     = llm.ResponseSchemaKey("dnd_scenes")
+	ResponseSchemaID      = "notarius.dnd.scenes"
+	ResponseSchemaVersion = "v1"
+	ResponseSchemaName    = "notarius_dnd_scenes_v1"
+)
+
+func loadResponseSchema() (llm.ResponseSchema, error) {
+	return llm.LoadResponseSchema(embeddedAssets, llm.ResponseSchemaDefinition{
+		Key:       ResponseSchemaKey,
+		ID:        ResponseSchemaID,
+		Version:   ResponseSchemaVersion,
+		Name:      ResponseSchemaName,
+		AssetPath: "assets/schemas/dnd_scenes.v1.json",
+	})
+}

internal/modules/dnd/chunk/scenes/schema_test.go

@@ -0,0 +1,151 @@
+package scenes
+
+import (
+	"encoding/json"
+	"strings"
+	"testing"
+)
+
+func TestLoadResponseSchemaForScenes(t *testing.T) {
+	schema, err := loadResponseSchema()
+	if err != nil {
+		t.Fatalf("loadResponseSchema() error = %v, want nil", err)
+	}
+	if schema.Key != ResponseSchemaKey {
+		t.Fatalf("schema.Key = %q, want %q", schema.Key, ResponseSchemaKey)
+	}
+	if schema.ID != ResponseSchemaID {
+		t.Fatalf("schema.ID = %q, want %q", schema.ID, ResponseSchemaID)
+	}
+	if schema.Version != ResponseSchemaVersion {
+		t.Fatalf("schema.Version = %q, want %q", schema.Version, ResponseSchemaVersion)
+	}
+	if schema.Name != ResponseSchemaName {
+		t.Fatalf("schema.Name = %q, want %q", schema.Name, ResponseSchemaName)
+	}
+	if !strings.HasPrefix(schema.SHA256, "sha256:") {
+		t.Fatalf("schema.SHA256 = %q, want sha256 prefix", schema.SHA256)
+	}
+	if !json.Valid(schema.JSONSchema) {
+		t.Fatalf("schema.JSONSchema is invalid JSON: %s", schema.JSONSchema)
+	}
+}
+
+func TestResponseSchemaShapeUsesSourceUnitBoundaries(t *testing.T) {
+	schema, err := loadResponseSchema()
+	if err != nil {
+		t.Fatalf("loadResponseSchema() error = %v, want nil", err)
+	}
+
+	var decoded map[string]any
+	if err := json.Unmarshal(schema.JSONSchema, &decoded); err != nil {
+		t.Fatalf("Unmarshal() error = %v, want nil", err)
+	}
+	if decoded["$id"] != ResponseSchemaID {
+		t.Fatalf("$id = %#v, want %q", decoded["$id"], ResponseSchemaID)
+	}
+	if decoded["additionalProperties"] != false {
+		t.Fatalf("additionalProperties = %#v, want false", decoded["additionalProperties"])
+	}
+
+	properties := decoded["properties"].(map[string]any)
+	if _, ok := properties["artifact_type"]; ok {
+		t.Fatal("schema includes artifact_type, want only scene response fields")
+	}
+	if _, ok := properties["session_scope"]; ok {
+		t.Fatal("schema includes session_scope, want no session wrapper")
+	}
+
+	sceneProperties := properties["scenes"].(map[string]any)["items"].(map[string]any)["properties"].(map[string]any)
+	for _, field := range []string{"scene_id", "start_segment_id", "end_segment_id"} {
+		if _, ok := sceneProperties[field]; ok {
+			t.Fatalf("scene schema includes old field %q", field)
+		}
+	}
+	for _, field := range []string{"start_unit_id", "end_unit_id"} {
+		property := sceneProperties[field].(map[string]any)
+		if property["type"] != "integer" {
+			t.Fatalf("%s type = %#v, want integer", field, property["type"])
+		}
+		if property["minimum"] != float64(1) {
+			t.Fatalf("%s minimum = %#v, want 1", field, property["minimum"])
+		}
+	}
+
+	modeEnum := sceneProperties["primary_mode"].(map[string]any)["enum"].([]any)
+	if !sameStrings(modeEnum, []string{"Recap", "Discussion", "Combat", "Narrative"}) {
+		t.Fatalf("primary_mode enum = %#v, want Recap/Discussion/Combat/Narrative", modeEnum)
+	}
+	confidenceEnum := sceneProperties["boundary_confidence"].(map[string]any)["enum"].([]any)
+	if !sameStrings(confidenceEnum, []string{"High", "Medium", "Low"}) {
+		t.Fatalf("boundary_confidence enum = %#v, want High/Medium/Low", confidenceEnum)
+	}
+
+	boundaryCaveatItems := decoded["properties"].(map[string]any)["boundary_caveats"].(map[string]any)["items"].(map[string]any)
+	if boundaryCaveatItems["type"] != "string" {
+		t.Fatalf("boundary_caveats.items.type = %#v, want string", boundaryCaveatItems["type"])
+	}
+	if boundaryCaveatItems["minLength"] != float64(1) {
+		t.Fatalf("boundary_caveats.items.minLength = %#v, want 1", boundaryCaveatItems["minLength"])
+	}
+}
+
+func TestResponseStructAcceptsIntegerBoundaries(t *testing.T) {
+	raw := []byte(`{
+		"scenes": [
+			{
+				"start_unit_id": 1,
+				"end_unit_id": 3,
+				"short_title": "Ambush",
+				"primary_mode": "Combat",
+				"main_participants": ["Aria"],
+				"summary": "The party fights.",
+				"boundary_note": "Combat starts and resolves.",
+				"boundary_confidence": "High"
+			}
+		],
+		"boundary_caveats": []
+	}`)
+
+	var response chunkResponse
+	if err := json.Unmarshal(raw, &response); err != nil {
+		t.Fatalf("Unmarshal() error = %v, want nil", err)
+	}
+	if got := response.Scenes[0].StartUnitID.String(); got != "1" {
+		t.Fatalf("StartUnitID = %q, want 1", got)
+	}
+	if got := response.Scenes[0].EndUnitID.String(); got != "3" {
+		t.Fatalf("EndUnitID = %q, want 3", got)
+	}
+}
+
+func TestResponseSchemaJSONIsMutationSafe(t *testing.T) {
+	first, err := loadResponseSchema()
+	if err != nil {
+		t.Fatalf("loadResponseSchema() error = %v, want nil", err)
+	}
+	first.JSONSchema[0] = '['
+
+	second, err := loadResponseSchema()
+	if err != nil {
+		t.Fatalf("loadResponseSchema() error = %v, want nil", err)
+	}
+	if !json.Valid(second.JSONSchema) {
+		t.Fatalf("schema JSON was mutated: %s", second.JSONSchema)
+	}
+	if len(second.JSONSchema) > 0 && second.JSONSchema[0] == '[' {
+		t.Fatalf("schema JSON did not use defensive copy")
+	}
+}
+
+func sameStrings(got []any, want []string) bool {
+	if len(got) != len(want) {
+		return false
+	}
+	for i := range want {
+		if got[i] != want[i] {
+			return false
+		}
+	}
+	return true
+}

internal/modules/dnd/chunk/scenes/scriptorium_assets.go

@@ -0,0 +1,45 @@
+package scenes
+
+import (
+	"fmt"
+	"sync"
+
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/llm"
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/promptfs"
+	"gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/shared"
+)
+
+const scriptoriumPromptRoot = "assets/prompts"
+
+func RegisterPromptAssets(registry *llm.AssetRegistry) error {
+	promptFS, err := shared.ModulePromptFS("dnd.scenes", embeddedAssets, []promptfs.ModulePromptFile{
+		{Name: "dnd.scenes.yaml", Path: "assets/prompts/dnd.scenes.yaml"},
+		{Name: "task.md", Path: "assets/prompts/task.md"},
+		{Name: "instructions.md", Path: "assets/prompts/instructions.md"},
+	})
+	if err != nil {
+		return fmt.Errorf("prepare scene prompt assets: %w", err)
+	}
+	if err := registry.RegisterPromptFS(promptFS, scriptoriumPromptRoot); err != nil {
+		return err
+	}
+	return registry.RegisterSchemaFS(embeddedAssets, "assets/schemas")
+}
+
+func scriptoriumPromptMetadata() (string, error) {
+	scriptoriumPromptHashOnce.Do(func() {
+		parts := append([]llm.AssetHashPart{
+			{FS: embeddedAssets, Path: "assets/prompts/dnd.scenes.yaml"},
+			{FS: embeddedAssets, Path: "assets/prompts/task.md"},
+			{FS: embeddedAssets, Path: "assets/prompts/instructions.md"},
+		}, append(shared.CommonHashParts(), shared.ReferenceHashParts()...)...)
+		scriptoriumPromptHash, scriptoriumPromptHashErr = llm.HashAssets(parts)
+	})
+	return scriptoriumPromptHash, scriptoriumPromptHashErr
+}
+
+var (
+	scriptoriumPromptHashOnce sync.Once
+	scriptoriumPromptHash     string
+	scriptoriumPromptHashErr  error
+)

internal/modules/dnd/chunk/scenes/scriptorium_assets_test.go

@@ -0,0 +1,129 @@
+package scenes
+
+import (
+	"context"
+	"encoding/json"
+	"strings"
+	"testing"
+	"time"
+
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/llm"
+	"gitea.maximumdirect.net/eric/scriptorium"
+)
+
+func TestScriptoriumPromptPreparesTranscriptAndTaskMessages(t *testing.T) {
+	transcript := []byte(`{"id":"session-1","segments":[{"id":"u1","text":"We enter the crypt."}]}`)
+	prepared := prepareScenesPrompt(t, transcript, "Alice: Aria", "Aria: cleric", "Brightmantle: temple")
+
+	if prepared.PromptID != PromptID {
+		t.Fatalf("prompt id = %q, want %q", prepared.PromptID, PromptID)
+	}
+	if got := len(prepared.Messages); got != 5 {
+		t.Fatalf("message count = %d, want 5", got)
+	}
+	if prepared.Messages[1].Role != "user" || prepared.Messages[1].CacheControl == nil {
+		t.Fatalf("transcript message did not render as cacheable user message: %#v", prepared.Messages[1])
+	}
+	if !strings.Contains(prepared.Messages[1].Content, string(transcript)) {
+		t.Fatalf("transcript message did not include source input")
+	}
+	if prepared.Messages[2].CacheControl == nil {
+		t.Fatalf("reference message did not render as cacheable user message: %#v", prepared.Messages[2])
+	}
+	if !strings.Contains(prepared.Messages[2].Content, "Alice: Aria") {
+		t.Fatalf("reference message missing player content")
+	}
+	if !strings.Contains(prepared.Messages[2].Content, "Aria: cleric") {
+		t.Fatalf("reference message missing party content")
+	}
+	if !strings.Contains(prepared.Messages[2].Content, "Brightmantle: temple") {
+		t.Fatalf("reference message missing glossary content")
+	}
+	if strings.Contains(prepared.Messages[3].Content, string(transcript)) {
+		t.Fatalf("task message leaked transcript bytes")
+	}
+}
+
+func TestScriptoriumPromptDiagnosticsOmitRawMaterials(t *testing.T) {
+	transcript := []byte(`{"secret":"source text"}`)
+	prepared := prepareScenesPrompt(t, transcript, "private player note", "private party note", "private glossary note")
+	metadata := New().ManifestMetadata()
+
+	payload, err := json.Marshal(map[string]any{
+		"prepared": map[string]any{
+			"prompt_id":              prepared.PromptID,
+			"prompt_version":         prepared.PromptVersion,
+			"prompt_hash":            prepared.PromptHash,
+			"rendered_prompt_hash":   prepared.RenderedPromptHash,
+			"selected_profile_id":    prepared.SelectedProfileID,
+			"output_contract":        prepared.OutputContract,
+			"input_hashes":           prepared.InputHashes,
+			"effective_model_params": prepared.EffectiveModelParams,
+		},
+		"manifest": metadata,
+	})
+	if err != nil {
+		t.Fatalf("marshal diagnostics: %v", err)
+	}
+	diagnostics := string(payload)
+	for _, forbidden := range []string{
+		"source text",
+		"private player note",
+		"private party note",
+		"private glossary note",
+		`"properties"`,
+		"start_unit_id",
+	} {
+		if strings.Contains(diagnostics, forbidden) {
+			t.Fatalf("diagnostics leaked %q: %s", forbidden, diagnostics)
+		}
+	}
+	if metadata["prompt_id"] != PromptID || metadata["prompt_version"] != ResponseSchemaVersion {
+		t.Fatalf("manifest prompt metadata = %#v", metadata)
+	}
+	if !strings.HasPrefix(metadata["prompt_sha256"].(string), "sha256:") {
+		t.Fatalf("manifest prompt hash = %#v, want sha256-prefixed", metadata["prompt_sha256"])
+	}
+}
+
+func prepareScenesPrompt(t *testing.T, transcript []byte, players string, party string, glossary string) *scriptorium.PreparedRun {
+	t.Helper()
+	registry := llm.NewAssetRegistry()
+	if err := RegisterPromptAssets(registry); err != nil {
+		t.Fatalf("register scene prompt assets: %v", err)
+	}
+	engine := newScenesScriptoriumEngine(t, registry)
+	prepared, err := engine.Prepare(context.Background(), scriptorium.RunRequest{
+		PromptID:      PromptID,
+		PromptVersion: ResponseSchemaVersion,
+		ProfileID:     "scene-test-profile",
+		Inputs: map[string]scriptorium.ArtifactRef{
+			"transcript": scriptorium.InlineWithURI("file:///session.json", string(transcript)),
+			"players":    scriptorium.Inline(players),
+			"party":      scriptorium.Inline(party),
+			"glossary":   scriptorium.Inline(glossary),
+		},
+	})
+	if err != nil {
+		t.Fatalf("Prepare() error = %v, want nil", err)
+	}
+	return prepared
+}
+
+func newScenesScriptoriumEngine(t *testing.T, registry *llm.AssetRegistry) *scriptorium.Engine {
+	t.Helper()
+	options, err := registry.ScriptoriumOptions()
+	if err != nil {
+		t.Fatalf("ScriptoriumOptions() error = %v, want nil", err)
+	}
+	options = append(options, scriptorium.WithProfiles(scriptorium.OpenAICompatibleProfile(scriptorium.OpenAICompatibleProfileConfig{
+		ID:       "scene-test-profile",
+		Endpoint: "http://127.0.0.1:1/v1",
+		Model:    "scene-test-model",
+	})))
+	engine, err := scriptorium.NewEngine(scriptorium.Config{Timeout: time.Second}, options...)
+	if err != nil {
+		t.Fatalf("NewEngine() error = %v, want nil", err)
+	}
+	return engine
+}