Add Scriptorium prompt assets

internal/cli/catalog.go

@@ -8,9 +8,11 @@ import (
 	"gitea.maximumdirect.net/eric/notarius/internal/core/artifacts"
 	"gitea.maximumdirect.net/eric/notarius/internal/core/config"
 	"gitea.maximumdirect.net/eric/notarius/internal/framework/contracts"
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/llm"
 	"gitea.maximumdirect.net/eric/notarius/internal/framework/pipeline"
 	"gitea.maximumdirect.net/eric/notarius/internal/modules/chunk/dnd/scenes"
 	"gitea.maximumdirect.net/eric/notarius/internal/modules/chunk/generic"
+	"gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/promptassets"
 	"gitea.maximumdirect.net/eric/notarius/internal/modules/extract/dnd/spells"
 	"gitea.maximumdirect.net/eric/notarius/internal/modules/input/seriatim"
 	"gitea.maximumdirect.net/eric/notarius/internal/modules/merge/appendorder"
@@ -60,6 +62,20 @@ func productionCatalog() (pipeline.ModuleCatalog, error) {
 	return catalogFromRegistries(registries), nil
 }
 
+func productionPromptAssets() (*llm.AssetRegistry, error) {
+	registry := llm.NewAssetRegistry()
+	if err := promptassets.Register(registry); err != nil {
+		return nil, fmt.Errorf("register shared dnd prompt assets: %w", err)
+	}
+	if err := scenes.RegisterPromptAssets(registry); err != nil {
+		return nil, fmt.Errorf("register dnd scenes prompt assets: %w", err)
+	}
+	if err := spells.RegisterPromptAssets(registry); err != nil {
+		return nil, fmt.Errorf("register dnd spells prompt assets: %w", err)
+	}
+	return registry, nil
+}
+
 func effectiveCatalog(opts Options) (pipeline.ModuleCatalog, error) {
 	if !isEmptyCatalog(opts.Catalog) {
 		return opts.Catalog, nil

internal/framework/llm/asset_registry.go

@@ -0,0 +1,333 @@
+package llm
+
+import (
+	"bytes"
+	"crypto/sha256"
+	"encoding/hex"
+	"fmt"
+	"io"
+	"io/fs"
+	"path"
+	"sort"
+	"strings"
+	"time"
+
+	"gitea.maximumdirect.net/eric/scriptorium"
+)
+
+type AssetSource struct {
+	FS   fs.FS
+	Root string
+}
+
+type AssetRegistry struct {
+	prompts []AssetSource
+	schemas []AssetSource
+}
+
+type AssetHashPart struct {
+	FS   fs.FS
+	Path string
+}
+
+func NewAssetRegistry() *AssetRegistry {
+	return &AssetRegistry{}
+}
+
+func (r *AssetRegistry) RegisterPromptFS(fsys fs.FS, root string) error {
+	if r == nil {
+		return fmt.Errorf("asset registry must not be nil")
+	}
+	source, err := newAssetSource(fsys, root)
+	if err != nil {
+		return fmt.Errorf("register prompt assets: %w", err)
+	}
+	r.prompts = append(r.prompts, source)
+	return nil
+}
+
+func (r *AssetRegistry) RegisterSchemaFS(fsys fs.FS, root string) error {
+	if r == nil {
+		return fmt.Errorf("asset registry must not be nil")
+	}
+	source, err := newAssetSource(fsys, root)
+	if err != nil {
+		return fmt.Errorf("register schema assets: %w", err)
+	}
+	r.schemas = append(r.schemas, source)
+	return nil
+}
+
+func (r *AssetRegistry) PromptFS() (fs.FS, error) {
+	if r == nil {
+		return nil, fmt.Errorf("asset registry must not be nil")
+	}
+	return flattenAssetSources(r.prompts)
+}
+
+func (r *AssetRegistry) SchemaFS() (fs.FS, error) {
+	if r == nil {
+		return nil, fmt.Errorf("asset registry must not be nil")
+	}
+	return flattenAssetSources(r.schemas)
+}
+
+func (r *AssetRegistry) ScriptoriumOptions() ([]scriptorium.Option, error) {
+	promptFS, err := r.PromptFS()
+	if err != nil {
+		return nil, fmt.Errorf("prepare prompt assets: %w", err)
+	}
+	schemaFS, err := r.SchemaFS()
+	if err != nil {
+		return nil, fmt.Errorf("prepare schema assets: %w", err)
+	}
+	return []scriptorium.Option{
+		scriptorium.WithPromptFS(promptFS, "."),
+		scriptorium.WithSchemaFS(schemaFS, "."),
+	}, nil
+}
+
+func HashAssets(parts []AssetHashPart) (string, error) {
+	if len(parts) == 0 {
+		return "", fmt.Errorf("asset hash requires at least one part")
+	}
+	hash := sha256.New()
+	for _, part := range parts {
+		cleanPath, err := cleanAssetPath(part.Path)
+		if err != nil {
+			return "", fmt.Errorf("hash asset %q: %w", part.Path, err)
+		}
+		data, err := fs.ReadFile(part.FS, cleanPath)
+		if err != nil {
+			return "", fmt.Errorf("read hash asset %s: %w", cleanPath, err)
+		}
+		if _, err := io.WriteString(hash, cleanPath); err != nil {
+			return "", err
+		}
+		if _, err := hash.Write([]byte{0}); err != nil {
+			return "", err
+		}
+		if _, err := hash.Write(data); err != nil {
+			return "", err
+		}
+		if _, err := hash.Write([]byte{0}); err != nil {
+			return "", err
+		}
+	}
+	return "sha256:" + hex.EncodeToString(hash.Sum(nil)), nil
+}
+
+func newAssetSource(fsys fs.FS, root string) (AssetSource, error) {
+	if fsys == nil {
+		return AssetSource{}, fmt.Errorf("filesystem must not be nil")
+	}
+	cleanRoot, err := cleanAssetRoot(root)
+	if err != nil {
+		return AssetSource{}, err
+	}
+	return AssetSource{FS: fsys, Root: cleanRoot}, nil
+}
+
+func flattenAssetSources(sources []AssetSource) (fs.FS, error) {
+	out := assetMapFS{}
+	for _, source := range sources {
+		if err := fs.WalkDir(source.FS, source.Root, func(name string, entry fs.DirEntry, walkErr error) error {
+			if walkErr != nil {
+				return walkErr
+			}
+			if entry.IsDir() {
+				return nil
+			}
+			rel := name
+			if source.Root != "." {
+				rel = strings.TrimPrefix(name, source.Root+"/")
+			}
+			rel, err := cleanAssetPath(rel)
+			if err != nil {
+				return err
+			}
+			if _, exists := out[rel]; exists {
+				return fmt.Errorf("duplicate asset path %q", rel)
+			}
+			data, err := fs.ReadFile(source.FS, name)
+			if err != nil {
+				return err
+			}
+			out[rel] = append([]byte(nil), data...)
+			return nil
+		}); err != nil {
+			return nil, fmt.Errorf("walk asset root %s: %w", source.Root, err)
+		}
+	}
+	return out, nil
+}
+
+func cleanAssetRoot(root string) (string, error) {
+	trimmed := strings.TrimSpace(root)
+	if trimmed == "" || trimmed == "." {
+		return ".", nil
+	}
+	return cleanAssetPath(trimmed)
+}
+
+func cleanAssetPath(name string) (string, error) {
+	trimmed := strings.TrimSpace(name)
+	if trimmed == "" {
+		return "", fmt.Errorf("path must not be empty")
+	}
+	cleaned := path.Clean(strings.TrimPrefix(trimmed, "/"))
+	if cleaned == "." || !fs.ValidPath(cleaned) {
+		return "", fmt.Errorf("invalid path %q", name)
+	}
+	return cleaned, nil
+}
+
+type assetMapFS map[string][]byte
+
+func (m assetMapFS) Open(name string) (fs.File, error) {
+	cleaned, err := cleanOpenPath(name)
+	if err != nil {
+		return nil, &fs.PathError{Op: "open", Path: name, Err: err}
+	}
+	if data, ok := m[cleaned]; ok {
+		return &assetFile{
+			reader: bytes.NewReader(data),
+			info:   assetFileInfo{name: path.Base(cleaned), size: int64(len(data))},
+		}, nil
+	}
+	entries := m.dirEntries(cleaned)
+	if entries != nil {
+		return &assetDir{name: path.Base(cleaned), entries: entries}, nil
+	}
+	return nil, &fs.PathError{Op: "open", Path: name, Err: fs.ErrNotExist}
+}
+
+func (m assetMapFS) ReadFile(name string) ([]byte, error) {
+	cleaned, err := cleanOpenPath(name)
+	if err != nil {
+		return nil, &fs.PathError{Op: "readfile", Path: name, Err: err}
+	}
+	data, ok := m[cleaned]
+	if !ok {
+		return nil, &fs.PathError{Op: "readfile", Path: name, Err: fs.ErrNotExist}
+	}
+	return append([]byte(nil), data...), nil
+}
+
+func (m assetMapFS) ReadDir(name string) ([]fs.DirEntry, error) {
+	cleaned, err := cleanOpenPath(name)
+	if err != nil {
+		return nil, &fs.PathError{Op: "readdir", Path: name, Err: err}
+	}
+	entries := m.dirEntries(cleaned)
+	if entries == nil {
+		return nil, &fs.PathError{Op: "readdir", Path: name, Err: fs.ErrNotExist}
+	}
+	return entries, nil
+}
+
+func (m assetMapFS) dirEntries(dir string) []fs.DirEntry {
+	children := map[string]assetDirEntry{}
+	prefix := ""
+	if dir != "." {
+		prefix = dir + "/"
+	}
+	for name, data := range m {
+		if !strings.HasPrefix(name, prefix) {
+			continue
+		}
+		rest := strings.TrimPrefix(name, prefix)
+		if rest == "" {
+			continue
+		}
+		childName, _, hasSlash := strings.Cut(rest, "/")
+		entry := assetDirEntry{name: childName, dir: hasSlash}
+		if !hasSlash {
+			entry.size = int64(len(data))
+		}
+		children[childName] = entry
+	}
+	if len(children) == 0 {
+		return nil
+	}
+	names := make([]string, 0, len(children))
+	for name := range children {
+		names = append(names, name)
+	}
+	sort.Strings(names)
+	entries := make([]fs.DirEntry, 0, len(names))
+	for _, name := range names {
+		entries = append(entries, children[name])
+	}
+	return entries
+}
+
+func cleanOpenPath(name string) (string, error) {
+	if name == "." {
+		return ".", nil
+	}
+	return cleanAssetPath(name)
+}
+
+type assetFile struct {
+	reader *bytes.Reader
+	info   assetFileInfo
+}
+
+func (f *assetFile) Stat() (fs.FileInfo, error) { return f.info, nil }
+func (f *assetFile) Read(p []byte) (int, error) { return f.reader.Read(p) }
+func (f *assetFile) Close() error               { return nil }
+
+type assetDir struct {
+	name    string
+	offset  int
+	entries []fs.DirEntry
+}
+
+func (d *assetDir) Stat() (fs.FileInfo, error) { return assetFileInfo{name: d.name, dir: true}, nil }
+func (d *assetDir) Read([]byte) (int, error)   { return 0, fmt.Errorf("cannot read directory") }
+func (d *assetDir) Close() error               { return nil }
+func (d *assetDir) ReadDir(n int) ([]fs.DirEntry, error) {
+	if d.offset >= len(d.entries) {
+		return nil, io.EOF
+	}
+	end := len(d.entries)
+	if n > 0 && d.offset+n < end {
+		end = d.offset + n
+	}
+	out := append([]fs.DirEntry(nil), d.entries[d.offset:end]...)
+	d.offset = end
+	return out, nil
+}
+
+type assetDirEntry struct {
+	name string
+	dir  bool
+	size int64
+}
+
+func (e assetDirEntry) Name() string      { return e.name }
+func (e assetDirEntry) IsDir() bool       { return e.dir }
+func (e assetDirEntry) Type() fs.FileMode { return e.InfoMode().Type() }
+func (e assetDirEntry) Info() (fs.FileInfo, error) {
+	return assetFileInfo{name: e.name, dir: e.dir, size: e.size}, nil
+}
+func (e assetDirEntry) InfoMode() fs.FileMode {
+	if e.dir {
+		return fs.ModeDir | 0o555
+	}
+	return 0o444
+}
+
+type assetFileInfo struct {
+	name string
+	dir  bool
+	size int64
+}
+
+func (i assetFileInfo) Name() string       { return i.name }
+func (i assetFileInfo) Size() int64        { return i.size }
+func (i assetFileInfo) Mode() fs.FileMode  { return assetDirEntry{dir: i.dir}.InfoMode() }
+func (i assetFileInfo) ModTime() time.Time { return time.Time{} }
+func (i assetFileInfo) IsDir() bool        { return i.dir }
+func (i assetFileInfo) Sys() any           { return nil }

internal/framework/llm/asset_registry_test.go

@@ -0,0 +1,167 @@
+package llm
+
+import (
+	"context"
+	"strings"
+	"testing"
+	"testing/fstest"
+	"time"
+
+	"gitea.maximumdirect.net/eric/scriptorium"
+)
+
+func TestAssetRegistryCombinesPromptAndSchemaSources(t *testing.T) {
+	registry := NewAssetRegistry()
+	mustRegisterPromptFS(t, registry, fstest.MapFS{
+		"prompts/test.yaml":           {Data: []byte(validPromptYAML("schemas/out.json"))},
+		"prompts/messages/user.tmpl":  {Data: []byte(`Input: {{ input "transcript" }}`)},
+		"prompts/messages/task.tmpl":  {Data: []byte("Return JSON.")},
+		"schemas/ignored/schema.json": {Data: []byte(`{"type":"object"}`)},
+	}, "prompts")
+	mustRegisterSchemaFS(t, registry, fstest.MapFS{
+		"root/schemas/out.json": {Data: []byte(`{"type":"object"}`)},
+	}, "root")
+
+	engine := newAssetTestEngine(t, registry)
+	prepared, err := engine.Prepare(context.Background(), scriptorium.RunRequest{
+		PromptID:  "asset.test",
+		ProfileID: "asset-test-profile",
+		Inputs: map[string]scriptorium.ArtifactRef{
+			"transcript": scriptorium.Inline(`{"ok":true}`),
+		},
+	})
+	if err != nil {
+		t.Fatalf("Prepare() error = %v, want nil", err)
+	}
+	if got := len(prepared.Messages); got != 2 {
+		t.Fatalf("message count = %d, want 2", got)
+	}
+	if prepared.OutputContract.SchemaPath != "schemas/out.json" {
+		t.Fatalf("schema path = %q, want schemas/out.json", prepared.OutputContract.SchemaPath)
+	}
+}
+
+func TestAssetRegistryPrepareFailsForMissingPromptAsset(t *testing.T) {
+	registry := NewAssetRegistry()
+	mustRegisterPromptFS(t, registry, fstest.MapFS{
+		"test.yaml": {Data: []byte(validPromptYAML("out.json"))},
+	}, ".")
+	mustRegisterSchemaFS(t, registry, fstest.MapFS{
+		"out.json": {Data: []byte(`{"type":"object"}`)},
+	}, ".")
+
+	engine := newAssetTestEngine(t, registry)
+	_, err := engine.Prepare(context.Background(), scriptorium.RunRequest{
+		PromptID:  "asset.test",
+		ProfileID: "asset-test-profile",
+		Inputs: map[string]scriptorium.ArtifactRef{
+			"transcript": scriptorium.Inline(`{"ok":true}`),
+		},
+	})
+	if err == nil || !strings.Contains(err.Error(), "content_file") {
+		t.Fatalf("Prepare() error = %v, want missing content_file error", err)
+	}
+}
+
+func TestAssetRegistryPrepareFailsForMissingSchemaAsset(t *testing.T) {
+	registry := NewAssetRegistry()
+	mustRegisterPromptFS(t, registry, fstest.MapFS{
+		"test.yaml":          {Data: []byte(validPromptYAML("missing.json"))},
+		"messages/user.tmpl": {Data: []byte(`Input: {{ input "transcript" }}`)},
+		"messages/task.tmpl": {Data: []byte("Return JSON.")},
+	}, ".")
+	mustRegisterSchemaFS(t, registry, fstest.MapFS{
+		"present.json": {Data: []byte(`{"type":"object"}`)},
+	}, ".")
+
+	engine := newAssetTestEngine(t, registry)
+	_, err := engine.Prepare(context.Background(), scriptorium.RunRequest{
+		PromptID:  "asset.test",
+		ProfileID: "asset-test-profile",
+		Inputs: map[string]scriptorium.ArtifactRef{
+			"transcript": scriptorium.Inline(`{"ok":true}`),
+		},
+	})
+	if err == nil || !strings.Contains(err.Error(), "missing.json") {
+		t.Fatalf("Prepare() error = %v, want missing schema error", err)
+	}
+}
+
+func TestAssetRegistryRejectsDuplicateAssetPaths(t *testing.T) {
+	registry := NewAssetRegistry()
+	mustRegisterPromptFS(t, registry, fstest.MapFS{"one/prompt.yaml": {Data: []byte("id: one")}}, "one")
+	mustRegisterPromptFS(t, registry, fstest.MapFS{"two/prompt.yaml": {Data: []byte("id: two")}}, "two")
+
+	_, err := registry.PromptFS()
+	if err == nil || !strings.Contains(err.Error(), "duplicate asset path") {
+		t.Fatalf("PromptFS() error = %v, want duplicate path error", err)
+	}
+}
+
+func TestHashAssetsOmitsRawAssetContent(t *testing.T) {
+	hash, err := HashAssets([]AssetHashPart{{
+		FS:   fstest.MapFS{"prompt.md": {Data: []byte("secret prompt text")}},
+		Path: "prompt.md",
+	}})
+	if err != nil {
+		t.Fatalf("HashAssets() error = %v, want nil", err)
+	}
+	if !strings.HasPrefix(hash, "sha256:") {
+		t.Fatalf("hash = %q, want sha256-prefixed value", hash)
+	}
+	if strings.Contains(hash, "secret prompt text") {
+		t.Fatalf("hash leaked asset content")
+	}
+}
+
+func newAssetTestEngine(t *testing.T, registry *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:       "asset-test-profile",
+		Endpoint: "http://127.0.0.1:1/v1",
+		Model:    "asset-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
+}
+
+func mustRegisterPromptFS(t *testing.T, registry *AssetRegistry, fsys fstest.MapFS, root string) {
+	t.Helper()
+	if err := registry.RegisterPromptFS(fsys, root); err != nil {
+		t.Fatalf("RegisterPromptFS() error = %v, want nil", err)
+	}
+}
+
+func mustRegisterSchemaFS(t *testing.T, registry *AssetRegistry, fsys fstest.MapFS, root string) {
+	t.Helper()
+	if err := registry.RegisterSchemaFS(fsys, root); err != nil {
+		t.Fatalf("RegisterSchemaFS() error = %v, want nil", err)
+	}
+}
+
+func validPromptYAML(schemaPath string) string {
+	return `id: asset.test
+version: "v1"
+inputs:
+  - name: transcript
+    required: true
+    content_type: application/json
+messages:
+  - role: user
+    content_file: ./messages/user.tmpl
+  - role: user
+    content_file: ./messages/task.tmpl
+output:
+  format: json
+  validation_mode: json_schema
+  schema_path: ` + schemaPath + `
+  repair_attempts: 0
+`
+}

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

@@ -2,5 +2,5 @@ package scenes
 
 import "embed"
 
-//go:embed assets/prompts/*.md assets/schemas/*.json
+//go:embed assets/prompts/*.md assets/schemas/*.json assets/scriptorium/prompts/*.yaml assets/scriptorium/prompts/dnd/scenes/*.md
 var embeddedAssets embed.FS

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

@@ -0,0 +1,22 @@
+id: dnd.scenes
+version: "v1"
+inputs:
+  - name: transcript
+    required: true
+    content_type: application/json
+messages:
+  - role: system
+    content_file: ./shared/system.md
+  - role: user
+    content_file: ./shared/transcript.md
+    cache_control:
+      type: ephemeral
+  - role: user
+    content_file: ./dnd/scenes/task.md
+  - role: user
+    content_file: ./dnd/scenes/instructions.md
+output:
+  format: json
+  validation_mode: json_schema
+  schema_path: dnd_scenes.v1.json
+  repair_attempts: 0

internal/modules/chunk/dnd/scenes/assets/scriptorium/prompts/dnd/scenes/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 exact 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/chunk/dnd/scenes/assets/scriptorium/prompts/dnd/scenes/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/chunk/dnd/scenes/chunker.go

@@ -39,11 +39,14 @@ func (c *Chunker) ReferenceSlots() []contracts.ReferenceSlot {
 }
 
 func (c *Chunker) ManifestMetadata() map[string]any {
-	promptMetadata := scenesPromptBundle.Metadata()
+	promptSHA, err := scriptoriumPromptMetadata()
+	if err != nil {
+		promptSHA = scenesPromptBundle.Metadata().SHA256
+	}
 	metadata := map[string]any{
 		"prompt_id":            PromptID,
-		"prompt_version":       promptMetadata.PromptVersion,
-		"prompt_sha256":        promptMetadata.SHA256,
+		"prompt_version":       ResponseSchemaVersion,
+		"prompt_sha256":        promptSHA,
 		"response_schema_key":  string(ResponseSchemaKey),
 		"response_schema_id":   ResponseSchemaID,
 		"response_schema_name": ResponseSchemaName,

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

@@ -0,0 +1,35 @@
+package scenes
+
+import (
+	"sync"
+
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/llm"
+	"gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/promptassets"
+)
+
+const scriptoriumPromptRoot = "assets/scriptorium/prompts"
+
+func RegisterPromptAssets(registry *llm.AssetRegistry) error {
+	if err := registry.RegisterPromptFS(embeddedAssets, 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/scriptorium/prompts/dnd.scenes.yaml"},
+			{FS: embeddedAssets, Path: "assets/scriptorium/prompts/dnd/scenes/task.md"},
+			{FS: embeddedAssets, Path: "assets/scriptorium/prompts/dnd/scenes/instructions.md"},
+		}, promptassets.CommonHashParts()...)
+		scriptoriumPromptHash, scriptoriumPromptHashErr = llm.HashAssets(parts)
+	})
+	return scriptoriumPromptHash, scriptoriumPromptHashErr
+}
+
+var (
+	scriptoriumPromptHashOnce sync.Once
+	scriptoriumPromptHash     string
+	scriptoriumPromptHashErr  error
+)

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

@@ -0,0 +1,120 @@
+package scenes
+
+import (
+	"context"
+	"encoding/json"
+	"strings"
+	"testing"
+	"time"
+
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/llm"
+	"gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/promptassets"
+	"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)
+
+	if prepared.PromptID != PromptID {
+		t.Fatalf("prompt id = %q, want %q", prepared.PromptID, PromptID)
+	}
+	if got := len(prepared.Messages); got != 4 {
+		t.Fatalf("message count = %d, want 4", 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])
+	}
+	wantTranscript := "A transcript of a Dungeons & Dragons gameplay session is provided below.\n\n" + string(transcript) + "\n"
+	if prepared.Messages[1].Content != wantTranscript {
+		t.Fatalf("transcript message = %q, want byte-identical shared transcript body", prepared.Messages[1].Content)
+	}
+	if !strings.Contains(prepared.Messages[2].Content, "Divide the provided transcript") {
+		t.Fatalf("task message missing scene task text: %q", prepared.Messages[2].Content)
+	}
+	if strings.Contains(prepared.Messages[2].Content, string(transcript)) {
+		t.Fatalf("task message leaked transcript bytes")
+	}
+}
+
+func TestScriptoriumPromptDiagnosticsOmitRawMaterials(t *testing.T) {
+	transcript := []byte(`{"secret":"source text"}`)
+	prepared := prepareScenesPrompt(t, transcript)
+	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",
+		"Divide the provided transcript",
+		`"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) *scriptorium.PreparedRun {
+	t.Helper()
+	registry := llm.NewAssetRegistry()
+	if err := promptassets.Register(registry); err != nil {
+		t.Fatalf("register shared prompt assets: %v", err)
+	}
+	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)),
+		},
+	})
+	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
+}

internal/modules/dnd/promptassets/assets.go

@@ -0,0 +1,27 @@
+package promptassets
+
+import (
+	"embed"
+
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/llm"
+)
+
+//go:embed assets/prompts/shared/*.md
+var embeddedAssets embed.FS
+
+func Register(registry *llm.AssetRegistry) error {
+	return registry.RegisterPromptFS(embeddedAssets, "assets/prompts")
+}
+
+func CommonHashParts() []llm.AssetHashPart {
+	return []llm.AssetHashPart{
+		{FS: embeddedAssets, Path: "assets/prompts/shared/system.md"},
+		{FS: embeddedAssets, Path: "assets/prompts/shared/transcript.md"},
+	}
+}
+
+func ReferenceHashParts() []llm.AssetHashPart {
+	return []llm.AssetHashPart{
+		{FS: embeddedAssets, Path: "assets/prompts/shared/references.md"},
+	}
+}

internal/modules/dnd/promptassets/assets/prompts/shared/references.md

@@ -0,0 +1,9 @@
+Optional reference material for this Dungeons & Dragons campaign is provided
+below. Use it only to disambiguate names, aliases, speakers, campaign terms, or
+spell names already present in the transcript.
+
+Roster reference:
+{{ input "roster" }}
+
+Glossary reference:
+{{ input "glossary" }}

internal/modules/dnd/promptassets/assets/prompts/shared/system.md

@@ -0,0 +1,8 @@
+You work with Dungeons & Dragons gameplay transcripts.
+
+Use only the provided transcript and reference material. Source text may contain
+transcription errors, repeated lines, incomplete sentences, and misheard proper
+nouns. Reference material, when present, is supporting context only and must not
+be treated as a source of extracted events by itself.
+
+Return only valid JSON matching the configured response schema.

internal/modules/dnd/promptassets/assets/prompts/shared/transcript.md

@@ -0,0 +1,3 @@
+A transcript of a Dungeons & Dragons gameplay session is provided below.
+
+{{ input "transcript" }}

internal/modules/extract/dnd/spells/assets.go

@@ -2,5 +2,5 @@ package spells
 
 import "embed"
 
-//go:embed assets/prompts/*.md assets/schemas/*.json
+//go:embed assets/prompts/*.md assets/schemas/*.json assets/scriptorium/prompts/*.yaml assets/scriptorium/prompts/dnd/spells/*.md
 var embeddedAssets embed.FS

internal/modules/extract/dnd/spells/assets/scriptorium/prompts/dnd.spells.yaml

@@ -0,0 +1,32 @@
+id: dnd.spells
+version: "v1"
+inputs:
+  - name: transcript
+    required: true
+    content_type: application/json
+  - name: roster
+    required: false
+    content_type: text/plain
+  - name: glossary
+    required: false
+    content_type: text/plain
+messages:
+  - role: system
+    content_file: ./shared/system.md
+  - role: user
+    content_file: ./shared/transcript.md
+    cache_control:
+      type: ephemeral
+  - role: user
+    content_file: ./shared/references.md
+    cache_control:
+      type: ephemeral
+  - role: user
+    content_file: ./dnd/spells/task.md
+  - role: user
+    content_file: ./dnd/spells/instructions.md
+output:
+  format: json
+  validation_mode: json_schema
+  schema_path: dnd_spells.v1.json
+  repair_attempts: 0

internal/modules/extract/dnd/spells/assets/scriptorium/prompts/dnd/spells/instructions.md

@@ -0,0 +1,11 @@
+Source references must use the source-unit IDs exactly as provided.
+
+Return only D&D spell-cast artifacts. For each spell cast, identify the in-world
+caster, spell name, effect, narrative description, and source references using
+source_id, start_unit_id, and end_unit_id.
+
+Use roster and glossary reference material only to clarify source text. Do not
+return spells, casters, or effects that are mentioned only in reference
+material.
+
+Return exactly one JSON object and no explanatory text.

internal/modules/extract/dnd/spells/assets/scriptorium/prompts/dnd/spells/task.md

@@ -0,0 +1,5 @@
+Extract Dungeons & Dragons spell-cast artifacts from the provided transcript.
+
+Extract only spell casts that are supported by the transcript. Do not infer
+spells from general D&D knowledge or from table chatter that does not identify a
+spell being cast.

internal/modules/extract/dnd/spells/extractor.go

@@ -63,11 +63,14 @@ func (e *Extractor) ReferenceSlots() []contracts.ReferenceSlot {
 }
 
 func (e *Extractor) ManifestMetadata() map[string]any {
-	promptMetadata := spellsPromptBundle.Metadata()
+	promptSHA, err := scriptoriumPromptMetadata()
+	if err != nil {
+		promptSHA = spellsPromptBundle.Metadata().SHA256
+	}
 	metadata := map[string]any{
 		"prompt_id":            PromptID,
-		"prompt_version":       promptMetadata.PromptVersion,
-		"prompt_sha256":        promptMetadata.SHA256,
+		"prompt_version":       SchemaVersion,
+		"prompt_sha256":        promptSHA,
 		"response_schema_key":  string(ResponseSchemaKey),
 		"response_schema_id":   ResponseSchemaID,
 		"response_schema_name": ResponseSchemaName,

internal/modules/extract/dnd/spells/scriptorium_assets.go

@@ -0,0 +1,84 @@
+package spells
+
+import (
+	"bytes"
+	"fmt"
+	"sort"
+	"sync"
+
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/contracts"
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/llm"
+	"gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/promptassets"
+)
+
+const scriptoriumPromptRoot = "assets/scriptorium/prompts"
+
+func RegisterPromptAssets(registry *llm.AssetRegistry) error {
+	if err := registry.RegisterPromptFS(embeddedAssets, 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/scriptorium/prompts/dnd.spells.yaml"},
+			{FS: embeddedAssets, Path: "assets/scriptorium/prompts/dnd/spells/task.md"},
+			{FS: embeddedAssets, Path: "assets/scriptorium/prompts/dnd/spells/instructions.md"},
+		}, append(promptassets.CommonHashParts(), promptassets.ReferenceHashParts()...)...)
+		scriptoriumPromptHash, scriptoriumPromptHashErr = llm.HashAssets(parts)
+	})
+	return scriptoriumPromptHash, scriptoriumPromptHashErr
+}
+
+func referencePromptInput(slot contracts.ResolvedReferenceSlot) []byte {
+	if len(slot.Items) == 0 {
+		return []byte(" ")
+	}
+	items := append([]contracts.ReferenceItem(nil), slot.Items...)
+	sort.SliceStable(items, func(i, j int) bool {
+		if items[i].Origin.URI != items[j].Origin.URI {
+			return items[i].Origin.URI < items[j].Origin.URI
+		}
+		if items[i].Digest != items[j].Digest {
+			return items[i].Digest < items[j].Digest
+		}
+		return string(items[i].Content) < string(items[j].Content)
+	})
+	if len(items) == 1 {
+		return append([]byte(nil), items[0].Content...)
+	}
+
+	var b bytes.Buffer
+	for i, item := range items {
+		if i > 0 {
+			b.WriteString("\n\n")
+		}
+		fmt.Fprintf(&b, "Reference %d\n", i+1)
+		if item.Origin.Type != "" {
+			fmt.Fprintf(&b, "Origin-Type: %s\n", item.Origin.Type)
+		}
+		if item.Origin.URI != "" {
+			fmt.Fprintf(&b, "Origin-URI: %s\n", item.Origin.URI)
+		}
+		if item.Digest != "" {
+			fmt.Fprintf(&b, "Digest: %s\n", item.Digest)
+		}
+		if item.MediaType != "" {
+			fmt.Fprintf(&b, "Media-Type: %s\n", item.MediaType)
+		}
+		if item.SizeBytes > 0 {
+			fmt.Fprintf(&b, "Size-Bytes: %d\n", item.SizeBytes)
+		}
+		b.WriteString("\n")
+		b.Write(item.Content)
+	}
+	return b.Bytes()
+}
+
+var (
+	scriptoriumPromptHashOnce sync.Once
+	scriptoriumPromptHash     string
+	scriptoriumPromptHashErr  error
+)

internal/modules/extract/dnd/spells/scriptorium_assets_test.go

@@ -0,0 +1,180 @@
+package spells
+
+import (
+	"context"
+	"encoding/json"
+	"strings"
+	"testing"
+	"time"
+
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/contracts"
+	"gitea.maximumdirect.net/eric/notarius/internal/framework/llm"
+	"gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/promptassets"
+	"gitea.maximumdirect.net/eric/scriptorium"
+)
+
+func TestScriptoriumPromptPreparesTranscriptReferencesAndTaskMessages(t *testing.T) {
+	transcript := []byte(`{"id":"session-1","segments":[{"id":"u1","text":"Mira casts shield."}]}`)
+	prepared := prepareSpellsPrompt(t, transcript, "Mira: wizard", "Shield: abjuration")
+
+	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)
+	}
+	wantTranscript := "A transcript of a Dungeons & Dragons gameplay session is provided below.\n\n" + string(transcript) + "\n"
+	if prepared.Messages[1].Content != wantTranscript {
+		t.Fatalf("transcript message = %q, want byte-identical shared transcript body", prepared.Messages[1].Content)
+	}
+	if prepared.Messages[1].CacheControl == nil || prepared.Messages[2].CacheControl == nil {
+		t.Fatalf("expected transcript and reference messages to be cacheable: %#v", prepared.Messages)
+	}
+	if !strings.Contains(prepared.Messages[2].Content, "Roster reference:\nMira: wizard") {
+		t.Fatalf("reference message missing roster content: %q", prepared.Messages[2].Content)
+	}
+	if !strings.Contains(prepared.Messages[2].Content, "Glossary reference:\nShield: abjuration") {
+		t.Fatalf("reference message missing glossary content: %q", prepared.Messages[2].Content)
+	}
+	if !strings.Contains(prepared.Messages[3].Content, "Extract Dungeons & Dragons spell-cast artifacts") {
+		t.Fatalf("task message missing spell task text: %q", prepared.Messages[3].Content)
+	}
+	if strings.Contains(prepared.Messages[3].Content, string(transcript)) {
+		t.Fatalf("task message leaked transcript bytes")
+	}
+}
+
+func TestScriptoriumPromptPreparesWithMissingOptionalReferences(t *testing.T) {
+	transcript := []byte(`{"id":"session-1","segments":[]}`)
+	prepared := prepareSpellsPrompt(t, transcript, " ", " ")
+
+	if !strings.Contains(prepared.Messages[2].Content, "Roster reference:\n ") {
+		t.Fatalf("reference message did not include empty roster input: %q", prepared.Messages[2].Content)
+	}
+	if !strings.Contains(prepared.Messages[2].Content, "Glossary reference:\n ") {
+		t.Fatalf("reference message did not include empty glossary input: %q", prepared.Messages[2].Content)
+	}
+}
+
+func TestReferencePromptInputRenderingIsDeterministic(t *testing.T) {
+	slot := contracts.ResolvedReferenceSlot{
+		Items: []contracts.ReferenceItem{
+			{
+				SlotName:  "roster",
+				MediaType: "text/plain",
+				Content:   []byte("second"),
+				Digest:    "sha256:bbb",
+				Origin:    contracts.ReferenceOrigin{Type: "file", URI: "file:///b.txt"},
+				SizeBytes: 6,
+			},
+			{
+				SlotName:  "roster",
+				MediaType: "text/plain",
+				Content:   []byte("first"),
+				Digest:    "sha256:aaa",
+				Origin:    contracts.ReferenceOrigin{Type: "file", URI: "file:///a.txt"},
+				SizeBytes: 5,
+			},
+		},
+	}
+	first := string(referencePromptInput(slot))
+	second := string(referencePromptInput(slot))
+	if first != second {
+		t.Fatalf("reference rendering was not deterministic:\nfirst=%q\nsecond=%q", first, second)
+	}
+	if !strings.Contains(first, "Reference 1\nOrigin-Type: file\nOrigin-URI: file:///a.txt\nDigest: sha256:aaa") {
+		t.Fatalf("first reference heading was not stable: %q", first)
+	}
+	if strings.Index(first, "first") > strings.Index(first, "second") {
+		t.Fatalf("references were not sorted deterministically: %q", first)
+	}
+}
+
+func TestSingleReferencePromptInputKeepsContentOnly(t *testing.T) {
+	got := string(referencePromptInput(contracts.ResolvedReferenceSlot{
+		Items: []contracts.ReferenceItem{{Content: []byte("single reference")}},
+	}))
+	if got != "single reference" {
+		t.Fatalf("single reference rendering = %q, want raw content only", got)
+	}
+}
+
+func TestScriptoriumPromptDiagnosticsOmitRawMaterials(t *testing.T) {
+	transcript := []byte(`{"secret":"source text"}`)
+	reference := "private roster note"
+	prepared := prepareSpellsPrompt(t, transcript, reference, " ")
+	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",
+		reference,
+		"Extract Dungeons & Dragons spell-cast artifacts",
+		`"properties"`,
+		"spell_casts",
+	} {
+		if strings.Contains(diagnostics, forbidden) {
+			t.Fatalf("diagnostics leaked %q: %s", forbidden, diagnostics)
+		}
+	}
+	if metadata["prompt_id"] != PromptID || metadata["prompt_version"] != SchemaVersion {
+		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 prepareSpellsPrompt(t *testing.T, transcript []byte, roster string, glossary string) *scriptorium.PreparedRun {
+	t.Helper()
+	registry := llm.NewAssetRegistry()
+	if err := promptassets.Register(registry); err != nil {
+		t.Fatalf("register shared prompt assets: %v", err)
+	}
+	if err := RegisterPromptAssets(registry); err != nil {
+		t.Fatalf("register spell prompt assets: %v", err)
+	}
+	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:       "spell-test-profile",
+		Endpoint: "http://127.0.0.1:1/v1",
+		Model:    "spell-test-model",
+	})))
+	engine, err := scriptorium.NewEngine(scriptorium.Config{Timeout: time.Second}, options...)
+	if err != nil {
+		t.Fatalf("NewEngine() error = %v, want nil", err)
+	}
+	prepared, err := engine.Prepare(context.Background(), scriptorium.RunRequest{
+		PromptID:      PromptID,
+		PromptVersion: SchemaVersion,
+		ProfileID:     "spell-test-profile",
+		Inputs: map[string]scriptorium.ArtifactRef{
+			"transcript": scriptorium.InlineWithURI("file:///session.json", string(transcript)),
+			"roster":     scriptorium.Inline(roster),
+			"glossary":   scriptorium.Inline(glossary),
+		},
+	})
+	if err != nil {
+		t.Fatalf("Prepare() error = %v, want nil", err)
+	}
+	return prepared
+}