feat(cli): add --latest, --debug, --role flags to live command (#37 Phase 2)

- --latest: auto-find most recent thread by start timestamp
- --debug: display .info.jsonl debug log with tags
- --role: filter output to specific role
- Add live-argv.ts for flag parsing
- Add fixtures and test coverage for all flags

Testing: #50

examples/hello-world.ts

@@ -29,6 +29,7 @@ const greeter: RoleDefinition<Roles["greeter"]> = {
   extractPrompt: "Extract the greeting string produced for the user.",
   schema: greeterMetaSchema,
   extractRefs: null,
+  extractMode: "single",
 };
 
 const extract = createExtract({
@@ -48,4 +49,5 @@ export const run = createWorkflow<Roles>(
     agent: async (ctx) => `Hello, ${ctx.start.content}`,
   },
   extract,
+  null,
 );

packages/cli-workflow/__tests__/commands.test.ts

@@ -16,6 +16,9 @@ import { addCliArgs } from "./bundle-fixture.js";
 const fixtureDescriptor = `export const descriptor = { description: "fixture", roles: {} };
 `;
 
+const wfPutImport = `import { putContentMerkleNode } from "@uncaged/workflow";
+`;
+
 describe("cli workflow commands", () => {
   let prevEnv: string | undefined;
   let storageRoot: string;
@@ -41,11 +44,13 @@ describe("cli workflow commands", () => {
     const bundlePath = join(bundleDir, "demo.esm.js");
     await writeFile(
       bundlePath,
-      `${fixtureDescriptor}import fs from "node:fs";
+      `${fixtureDescriptor}${wfPutImport}import fs from "node:fs";
 
-export const run = async function* (input) {
+export const run = async function* (input, options) {
   fs.existsSync(".");
-  yield { role: "noop", content: input.prompt, meta: { done: true } };
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, input.prompt);
+  yield { role: "noop", contentHash: h, meta: { done: true }, refs: [h] };
   return { returnCode: 0, summary: "done" };
 }
 `,
@@ -112,8 +117,8 @@ export const run = async function* (input) { return { returnCode: 0, summary: in
     const bundlePath = join(storageRoot, "solo.esm.js");
     await writeFile(
       bundlePath,
-      `export const run = async function* (input) {
-  yield { role: "x", content: input.prompt, meta: {} };
+      `export const run = async function* () {
+  yield { role: "x", contentHash: "STUBHASH00000000000000001", meta: {}, refs: [] };
   return { returnCode: 0, summary: "ok" };
 }
 `,
@@ -141,8 +146,11 @@ export const run = async function* (input) { return { returnCode: 0, summary: in
     },
   },
 };
-export const run = async function* (input) {
-  yield { role: "greeter", content: input.prompt, meta: { greeting: "hi" } };
+${wfPutImport}
+export const run = async function* (input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, input.prompt);
+  yield { role: "greeter", contentHash: h, meta: { greeting: "hi" }, refs: [h] };
   return { returnCode: 0, summary: "ok" };
 };
 `,
@@ -180,8 +188,10 @@ export const run = async function* (input) {
     const bundlePath = join(bundleDir, "demo.esm.js");
     await writeFile(
       bundlePath,
-      `${fixtureDescriptor}export const run = async function* (input) {
-  yield { role: "a", content: "x", meta: {} };
+      `${fixtureDescriptor}${wfPutImport}export const run = async function* (_input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "x");
+  yield { role: "a", contentHash: h, meta: {}, refs: [h] };
   return { returnCode: 0, summary: "x" };
 }
 `,
@@ -209,8 +219,10 @@ export const run = async function* (input) {
     const dtsPath = join(bundleDir, "types.d.ts");
     await writeFile(
       bundlePath,
-      `${fixtureDescriptor}export const run = async function* (input) {
-  yield { role: "a", content: "x", meta: {} };
+      `${fixtureDescriptor}${wfPutImport}export const run = async function* (_input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "x");
+  yield { role: "a", contentHash: h, meta: {}, refs: [h] };
   return { returnCode: 0, summary: "x" };
 }
 `,
@@ -240,8 +252,10 @@ export const run = async function* (input) {
     const bundlePath = join(bundleDir, "demo.esm.js");
     await writeFile(
       bundlePath,
-      `${fixtureDescriptor}export const run = async function* (input) {
-  yield { role: "a", content: "x", meta: {} };
+      `${fixtureDescriptor}${wfPutImport}export const run = async function* (_input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "x");
+  yield { role: "a", contentHash: h, meta: {}, refs: [h] };
   return { returnCode: 0, summary: "x" };
 }
 `,
@@ -261,13 +275,17 @@ export const run = async function* (input) {
     const bundleDir = join(storageRoot, "src");
     await mkdir(bundleDir, { recursive: true });
     const bundlePath = join(bundleDir, "demo.esm.js");
-    const v1 = `${fixtureDescriptor}export const run = async function* (input) {
-  yield { role: "a", content: "v1", meta: {} };
+    const v1 = `${fixtureDescriptor}${wfPutImport}export const run = async function* (_input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "v1");
+  yield { role: "a", contentHash: h, meta: {}, refs: [h] };
   return { returnCode: 0, summary: "v1" };
 }
 `;
-    const v2 = `${fixtureDescriptor}export const run = async function* (input) {
-  yield { role: "a", content: "v2", meta: {} };
+    const v2 = `${fixtureDescriptor}${wfPutImport}export const run = async function* (_input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "v2");
+  yield { role: "a", contentHash: h, meta: {}, refs: [h] };
   return { returnCode: 0, summary: "v2" };
 }
 `;
@@ -299,13 +317,17 @@ export const run = async function* (input) {
     const bundleDir = join(storageRoot, "src");
     await mkdir(bundleDir, { recursive: true });
     const bundlePath = join(bundleDir, "demo.esm.js");
-    const v1 = `${fixtureDescriptor}export const run = async function* (input) {
-  yield { role: "a", content: "v1", meta: {} };
+    const v1 = `${fixtureDescriptor}${wfPutImport}export const run = async function* (_input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "v1");
+  yield { role: "a", contentHash: h, meta: {}, refs: [h] };
   return { returnCode: 0, summary: "v1" };
 }
 `;
-    const v2 = `${fixtureDescriptor}export const run = async function* (input) {
-  yield { role: "a", content: "v2", meta: {} };
+    const v2 = `${fixtureDescriptor}${wfPutImport}export const run = async function* (_input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "v2");
+  yield { role: "a", contentHash: h, meta: {}, refs: [h] };
   return { returnCode: 0, summary: "v2" };
 }
 `;
@@ -347,8 +369,10 @@ export const run = async function* (input) {
     const bundlePath = join(bundleDir, "demo.esm.js");
     await writeFile(
       bundlePath,
-      `${fixtureDescriptor}export const run = async function* (input) {
-  yield { role: "a", content: "x", meta: {} };
+      `${fixtureDescriptor}${wfPutImport}export const run = async function* (_input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "x");
+  yield { role: "a", contentHash: h, meta: {}, refs: [h] };
   return { returnCode: 0, summary: "x" };
 }
 `,
@@ -358,8 +382,10 @@ export const run = async function* (input) {
     expect(add1.ok).toBe(true);
     await writeFile(
       bundlePath,
-      `${fixtureDescriptor}export const run = async function* (input) {
-  yield { role: "a", content: "y", meta: {} };
+      `${fixtureDescriptor}${wfPutImport}export const run = async function* (_input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "y");
+  yield { role: "a", contentHash: h, meta: {}, refs: [h] };
   return { returnCode: 0, summary: "y" };
 }
 `,
@@ -409,8 +435,10 @@ export const run = async function* (input) {
     const bundlePath = join(bundleDir, "demo.esm.js");
     await writeFile(
       bundlePath,
-      `${fixtureDescriptor}export const run = async function* (input) {
-  yield { role: "a", content: "x", meta: {} };
+      `${fixtureDescriptor}${wfPutImport}export const run = async function* (_input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "x");
+  yield { role: "a", contentHash: h, meta: {}, refs: [h] };
   return { returnCode: 0, summary: "x" };
 }
 `,
@@ -424,8 +452,10 @@ export const run = async function* (input) {
     const hash1 = add1.value.hash;
     await writeFile(
       bundlePath,
-      `${fixtureDescriptor}export const run = async function* (input) {
-  yield { role: "a", content: "y", meta: {} };
+      `${fixtureDescriptor}${wfPutImport}export const run = async function* (_input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "y");
+  yield { role: "a", contentHash: h, meta: {}, refs: [h] };
   return { returnCode: 0, summary: "y" };
 }
 `,

packages/cli-workflow/__tests__/fixtures/live/logs/C9NMV6V2TQT81/01LIVECMPLT01DDDDDDDDDDDDG.data.jsonl

@@ -0,0 +1,4 @@
+{"name":"demo-live","hash":"C9NMV6V2TQT81","threadId":"01LIVECMPLT01DDDDDDDDDDDDG","parameters":{"prompt":"hello","options":{"maxRounds":5,"depth":0}},"timestamp":1714963400000}
+{"role":"planner","contentHash":"FF7YQ5W3S2EV6","meta":{"phase":"plan","flags":[1,2]},"refs":[],"timestamp":1714963201000}
+{"role":"coder","contentHash":"EN34XX1W4WAFJ","meta":{},"refs":[],"timestamp":1714963202000}
+{"returnCode":0,"summary":"fixture completed"}

packages/cli-workflow/__tests__/fixtures/live/logs/C9NMV6V2TQT81/01LIVECMPLT01DDDDDDDDDDDDG.info.jsonl

@@ -0,0 +1,2 @@
+{"tag":"DEBUGTAG1","content":"bundle loaded","timestamp":1714963400050}
+{"tag":"DEBUGTAG2","content":"multi\nline","timestamp":1714963400500}

packages/cli-workflow/__tests__/fixtures/live/logs/C9NMV6V2TQT81/01LIVEINFLY01DDDDDDDDDDDDG.data.jsonl

@@ -0,0 +1,2 @@
+{"name":"demo-live","hash":"C9NMV6V2TQT81","threadId":"01LIVEINFLY01DDDDDDDDDDDDG","parameters":{"prompt":"hello","options":{"maxRounds":5,"depth":0}},"timestamp":1714963200000}
+{"role":"planner","contentHash":"P6M9FHE1GSBN0","meta":{"x":1},"refs":[],"timestamp":1714963201000}

packages/cli-workflow/__tests__/fixtures/live/logs/C9NMV6V2TQT81/01LIVEOLDER01DDDDDDDDDDDDG.data.jsonl

@@ -0,0 +1,2 @@
+{"name":"demo-live-old","hash":"C9NMV6V2TQT81","threadId":"01LIVEOLDER01DDDDDDDDDDDDG","parameters":{"prompt":"old","options":{"maxRounds":5,"depth":0}},"timestamp":1714963000000}
+{"returnCode":0,"summary":"older thread"}

packages/cli-workflow/__tests__/fork-cli.test.ts

@@ -2,6 +2,7 @@ import { afterEach, beforeEach, describe, expect, test } from "bun:test";
 import { mkdir, mkdtemp, readFile, rm, writeFile } from "node:fs/promises";
 import { tmpdir } from "node:os";
 import { join } from "node:path";
+import { createCasStore, getContentMerklePayload, getGlobalCasDir } from "@uncaged/workflow";
 import { cmdAdd } from "../src/cmd-add.js";
 import { cmdFork } from "../src/cmd-fork.js";
 import { cmdRun } from "../src/cmd-run.js";
@@ -9,7 +10,9 @@ import { pathExists } from "../src/fs-utils.js";
 import { addCliArgs } from "./bundle-fixture.js";
 
 /** Three-role workflow that respects `input.steps` for fork/resume. */
-const threeRoleBundleSource = `export const descriptor = {
+const threeRoleBundleSource = `import { putContentMerkleNode } from "@uncaged/workflow";
+
+export const descriptor = {
   description: "fork-cli",
   roles: {
     planner: { description: "planner", schema: {} },
@@ -17,20 +20,21 @@ const threeRoleBundleSource = `export const descriptor = {
     reviewer: { description: "reviewer", schema: {} },
   },
 };
-export const run = async function* (input) {
+export const run = async function* (input, options) {
+  const cas = options.cas;
   const has = (r) => input.steps.some((s) => s.role === r);
   if (!has("planner")) {
-    yield { role: "planner", content: "p1", meta: { k: "planner" } };
+    const h = await putContentMerkleNode(cas, "p1");
+    yield { role: "planner", contentHash: h, meta: { k: "planner" }, refs: [h] };
   }
   if (!has("coder")) {
-    yield { role: "coder", content: "c1", meta: { k: "coder" } };
+    const h = await putContentMerkleNode(cas, "c1");
+    yield { role: "coder", contentHash: h, meta: { k: "coder" }, refs: [h] };
   }
   if (!has("reviewer")) {
-    yield {
-      role: "reviewer",
-      content: "rev-" + String(input.steps.length),
-      meta: { k: "reviewer" },
-    };
+    const body = "rev-" + String(input.steps.length);
+    const h = await putContentMerkleNode(cas, body);
+    yield { role: "reviewer", contentHash: h, meta: { k: "reviewer" }, refs: [h] };
   }
   return { returnCode: 0, summary: "done" };
 };
@@ -107,7 +111,7 @@ describe("cli fork", () => {
     const sourceData = join(storageRoot, "logs", hash, `${sourceId}.data.jsonl`);
     const sourceRunning = join(storageRoot, "logs", hash, `${sourceId}.running`);
     await waitUntilRunningAbsent(sourceRunning);
-    await waitUntilMinDataLines(sourceData, 4);
+    await waitUntilMinDataLines(sourceData, 5);
 
     const forked = await cmdFork(storageRoot, sourceId, "planner");
     expect(forked.ok).toBe(true);
@@ -118,21 +122,22 @@ describe("cli fork", () => {
     const newData = join(storageRoot, "logs", hash, `${newId}.data.jsonl`);
     const newRunning = join(storageRoot, "logs", hash, `${newId}.running`);
     await waitUntilRunningAbsent(newRunning);
-    await waitUntilMinDataLines(newData, 4);
+    await waitUntilMinDataLines(newData, 5);
 
     const text = await readFile(newData, "utf8");
     const lines = text
       .trim()
       .split("\n")
       .filter((l) => l !== "");
-    expect(lines.length).toBe(4);
+    expect(lines.length).toBe(5);
     const start = JSON.parse(lines[0] ?? "{}") as Record<string, unknown>;
     expect(start.threadId).toBe(newId);
     expect(start.forkFrom).toEqual({ threadId: sourceId });
 
-    const last = JSON.parse(lines[lines.length - 1] ?? "{}") as Record<string, unknown>;
-    expect(last.role).toBe("reviewer");
-    expect(last.content).toBe("rev-1");
+    const lastRoleLine = JSON.parse(lines[lines.length - 2] ?? "{}") as Record<string, unknown>;
+    expect(lastRoleLine.role).toBe("reviewer");
+    const cas = createCasStore(getGlobalCasDir(storageRoot));
+    expect(await getContentMerklePayload(cas, String(lastRoleLine.contentHash))).toBe("rev-1");
   });
 
   test("fork without --from-role retries last role", async () => {
@@ -157,7 +162,7 @@ describe("cli fork", () => {
     const sourceData = join(storageRoot, "logs", hash, `${sourceId}.data.jsonl`);
     const sourceRunning = join(storageRoot, "logs", hash, `${sourceId}.running`);
     await waitUntilRunningAbsent(sourceRunning);
-    await waitUntilMinDataLines(sourceData, 4);
+    await waitUntilMinDataLines(sourceData, 5);
 
     const forked = await cmdFork(storageRoot, sourceId, null);
     expect(forked.ok).toBe(true);
@@ -168,22 +173,23 @@ describe("cli fork", () => {
     const newData = join(storageRoot, "logs", hash, `${newId}.data.jsonl`);
     const newRunning = join(storageRoot, "logs", hash, `${newId}.running`);
     await waitUntilRunningAbsent(newRunning);
-    await waitUntilMinDataLines(newData, 4);
+    await waitUntilMinDataLines(newData, 5);
 
     const text = await readFile(newData, "utf8");
     const lines = text
       .trim()
       .split("\n")
       .filter((l) => l !== "");
-    expect(lines.length).toBe(4);
+    expect(lines.length).toBe(5);
 
     const replayCoder = JSON.parse(lines[2] ?? "{}") as Record<string, unknown>;
     expect(replayCoder.role).toBe("coder");
-    expect(replayCoder.content).toBe("c1");
+    const cas = createCasStore(getGlobalCasDir(storageRoot));
+    expect(await getContentMerklePayload(cas, String(replayCoder.contentHash))).toBe("c1");
 
-    const last = JSON.parse(lines[lines.length - 1] ?? "{}") as Record<string, unknown>;
-    expect(last.role).toBe("reviewer");
-    expect(last.content).toBe("rev-2");
+    const lastRoleLine = JSON.parse(lines[lines.length - 2] ?? "{}") as Record<string, unknown>;
+    expect(lastRoleLine.role).toBe("reviewer");
+    expect(await getContentMerklePayload(cas, String(lastRoleLine.contentHash))).toBe("rev-2");
   });
 
   test("fork rejects unknown role with available names", async () => {
@@ -207,7 +213,7 @@ describe("cli fork", () => {
     const sourceData = join(storageRoot, "logs", added.value.hash, `${sourceId}.data.jsonl`);
     const sourceRunning = join(storageRoot, "logs", added.value.hash, `${sourceId}.running`);
     await waitUntilRunningAbsent(sourceRunning);
-    await waitUntilMinDataLines(sourceData, 4);
+    await waitUntilMinDataLines(sourceData, 5);
 
     const bad = await cmdFork(storageRoot, sourceId, "ghost-role");
     expect(bad.ok).toBe(false);

packages/cli-workflow/__tests__/gc-cli.test.ts

@@ -4,31 +4,43 @@ import { mkdir, mkdtemp, rm, writeFile } from "node:fs/promises";
 import { tmpdir } from "node:os";
 import { join } from "node:path";
 import { fileURLToPath } from "node:url";
-import { createCasStore, garbageCollectCas, getGlobalCasDir } from "@uncaged/workflow";
+import {
+  createCasStore,
+  garbageCollectCas,
+  getGlobalCasDir,
+  putContentMerkleNode,
+} from "@uncaged/workflow";
 import { cmdThreadRemove } from "../src/cmd-thread.js";
 import { pathExists } from "../src/fs-utils.js";
 
 const cliEntryPath = fileURLToPath(new URL("../src/cli.ts", import.meta.url));
 
-/** Minimal valid `.data.jsonl` with one role step referencing `activeHash` in `refs`. */
-function makeDataJsonl(threadId: string, bundleHash: string, activeHash: string): string {
-  return [
+async function writeDemoDataJsonl(params: {
+  path: string;
+  threadId: string;
+  bundleHash: string;
+  cas: ReturnType<typeof createCasStore>;
+  activeHash: string;
+}): Promise<void> {
+  const bodyHash = await putContentMerkleNode(params.cas, "p");
+  const text = [
     JSON.stringify({
       name: "demo",
-      hash: bundleHash,
-      threadId,
+      hash: params.bundleHash,
+      threadId: params.threadId,
       parameters: { prompt: "hi", options: { maxRounds: 5 } },
       timestamp: 100,
     }),
     JSON.stringify({
       role: "planner",
-      content: "p",
+      contentHash: bodyHash,
       meta: {},
-      refs: [activeHash],
+      refs: [params.activeHash, bodyHash],
       timestamp: 101,
     }),
     "",
   ].join("\n");
+  await writeFile(params.path, text, "utf8");
 }
 
 describe("gc cli and garbageCollectCas", () => {
@@ -60,11 +72,13 @@ describe("gc cli and garbageCollectCas", () => {
     const activeHash = await cas.put("active-blob");
     const orphanHash = await cas.put("orphan-blob");
 
-    await writeFile(
-      join(logsDir, `${threadId}.data.jsonl`),
-      makeDataJsonl(threadId, bundleHash, activeHash),
-      "utf8",
-    );
+    await writeDemoDataJsonl({
+      path: join(logsDir, `${threadId}.data.jsonl`),
+      threadId,
+      bundleHash,
+      cas,
+      activeHash,
+    });
 
     const gc = await garbageCollectCas(storageRoot);
     expect(gc.ok).toBe(true);
@@ -72,7 +86,7 @@ describe("gc cli and garbageCollectCas", () => {
       return;
     }
     expect(gc.value.scannedThreads).toBe(1);
-    expect(gc.value.activeRefs).toBe(1);
+    expect(gc.value.activeRefs).toBe(2);
     expect(gc.value.deletedEntries).toBe(1);
     expect(gc.value.deletedHashes).toEqual([orphanHash]);
 
@@ -106,16 +120,18 @@ describe("gc cli and garbageCollectCas", () => {
     const activeHash = await cas.put("keep-me");
     await cas.put("drop-me");
 
-    await writeFile(
-      join(logsDir, `${threadId}.data.jsonl`),
-      makeDataJsonl(threadId, bundleHash, activeHash),
-      "utf8",
-    );
+    await writeDemoDataJsonl({
+      path: join(logsDir, `${threadId}.data.jsonl`),
+      threadId,
+      bundleHash,
+      cas,
+      activeHash,
+    });
 
     const env = { ...process.env, UNCAGED_WORKFLOW_STORAGE_ROOT: storageRoot };
     const proc = spawnSync(process.execPath, [cliEntryPath, "gc"], { env, encoding: "utf8" });
     expect(proc.status).toBe(0);
-    expect(String(proc.stdout).trim()).toBe("scanned 1 threads, 1 active refs, deleted 1 entries");
+    expect(String(proc.stdout).trim()).toBe("scanned 1 threads, 2 active refs, deleted 1 entries");
   });
 
   test("thread rm triggers gc so unreferenced CAS is removed", async () => {
@@ -126,11 +142,13 @@ describe("gc cli and garbageCollectCas", () => {
 
     const cas = createCasStore(getGlobalCasDir(storageRoot));
     const activeHash = await cas.put("pinned-by-ref");
-    await writeFile(
-      join(logsDir, `${threadId}.data.jsonl`),
-      makeDataJsonl(threadId, bundleHash, activeHash),
-      "utf8",
-    );
+    await writeDemoDataJsonl({
+      path: join(logsDir, `${threadId}.data.jsonl`),
+      threadId,
+      bundleHash,
+      cas,
+      activeHash,
+    });
 
     const orphanHash = await cas.put("orphan-after-rm");
     const orphanPath = join(getGlobalCasDir(storageRoot), `${orphanHash}.txt`);

packages/cli-workflow/__tests__/init-template.test.ts

@@ -0,0 +1,142 @@
+import { afterEach, beforeEach, describe, expect, test } from "bun:test";
+import { mkdir, readFile, rm } from "node:fs/promises";
+import { tmpdir } from "node:os";
+import { join } from "node:path";
+
+import { runCli } from "../src/cli-dispatch.js";
+import { cmdInitTemplate, cmdInitWorkspace } from "../src/cmd-init.js";
+import { pathExists } from "../src/fs-utils.js";
+
+describe("init template", () => {
+  let parent: string;
+
+  beforeEach(async () => {
+    parent = join(
+      tmpdir(),
+      `wf-init-template-${Date.now()}-${Math.random().toString(36).slice(2)}`,
+    );
+    await mkdir(parent, { recursive: true });
+  });
+
+  afterEach(async () => {
+    await rm(parent, { recursive: true, force: true });
+  });
+
+  test("creates templates/<name> with expected files", async () => {
+    const ws = await cmdInitWorkspace(parent, "my-workflows");
+    expect(ws.ok).toBe(true);
+    if (!ws.ok) {
+      return;
+    }
+    const root = ws.value.rootPath;
+
+    const created = await cmdInitTemplate(root, "review-pr");
+    expect(created.ok).toBe(true);
+    if (!created.ok) {
+      return;
+    }
+
+    const tdir = join(root, "templates", "review-pr");
+    expect(created.value.templatePath).toBe(tdir);
+    expect(await pathExists(join(tdir, "package.json"))).toBe(true);
+    expect(await pathExists(join(tdir, "tsconfig.json"))).toBe(true);
+    expect(await pathExists(join(tdir, "src", "roles.ts"))).toBe(true);
+    expect(await pathExists(join(tdir, "src", "moderator.ts"))).toBe(true);
+    expect(await pathExists(join(tdir, "src", "index.ts"))).toBe(true);
+
+    const pkg = JSON.parse(await readFile(join(tdir, "package.json"), "utf8")) as {
+      name: string;
+      type: string;
+      dependencies: Record<string, string>;
+    };
+    expect(pkg.type).toBe("module");
+    expect(pkg.dependencies["@uncaged/workflow"]).toBeDefined();
+    expect(pkg.dependencies.zod).toBeDefined();
+    expect(pkg.name).toContain("review-pr");
+
+    const idx = await readFile(join(tdir, "src", "index.ts"), "utf8");
+    expect(idx).toContain("WorkflowDefinition");
+
+    const roles = await readFile(join(tdir, "src", "roles.ts"), "utf8");
+    expect(roles).not.toContain("interface ");
+    expect(roles).not.toContain("?:");
+    expect(roles).not.toContain("export default");
+
+    const moder = await readFile(join(tdir, "src", "moderator.ts"), "utf8");
+    expect(moder).not.toContain("export default");
+  });
+
+  test("finds workspace walking up from nested cwd", async () => {
+    const ws = await cmdInitWorkspace(parent, "ws");
+    expect(ws.ok).toBe(true);
+    if (!ws.ok) {
+      return;
+    }
+    const root = ws.value.rootPath;
+    const nested = join(root, "a", "b");
+    await mkdir(nested, { recursive: true });
+
+    const created = await cmdInitTemplate(nested, "nested-tpl");
+    expect(created.ok).toBe(true);
+    if (!created.ok) {
+      return;
+    }
+    expect(await pathExists(join(root, "templates", "nested-tpl", "src", "index.ts"))).toBe(true);
+  });
+
+  test("errors when not inside a workflow workspace", async () => {
+    const orphan = join(parent, "nowhere");
+    await mkdir(orphan, { recursive: true });
+    const r = await cmdInitTemplate(orphan, "x");
+    expect(r.ok).toBe(false);
+    if (!r.ok) {
+      expect(r.error).toContain("templates/*");
+    }
+  });
+
+  test("errors when template directory already exists", async () => {
+    const ws = await cmdInitWorkspace(parent, "ws");
+    expect(ws.ok).toBe(true);
+    if (!ws.ok) {
+      return;
+    }
+    const root = ws.value.rootPath;
+
+    const first = await cmdInitTemplate(root, "dup");
+    expect(first.ok).toBe(true);
+
+    const second = await cmdInitTemplate(root, "dup");
+    expect(second.ok).toBe(false);
+    if (!second.ok) {
+      expect(second.error).toContain("already exists");
+    }
+  });
+
+  test("errors on invalid template name", async () => {
+    const ws = await cmdInitWorkspace(parent, "ws");
+    expect(ws.ok).toBe(true);
+    if (!ws.ok) {
+      return;
+    }
+    const bad = await cmdInitTemplate(ws.value.rootPath, "a/b");
+    expect(bad.ok).toBe(false);
+  });
+
+  test.serial("runCli init template uses cwd and succeeds in workspace", async () => {
+    const ws = await cmdInitWorkspace(parent, "cli-ws");
+    expect(ws.ok).toBe(true);
+    if (!ws.ok) {
+      return;
+    }
+    const root = ws.value.rootPath;
+    const prev = process.cwd();
+    try {
+      process.chdir(root);
+      const code = await runCli(join(parent, "_storage"), ["init", "template", "from-cli"]);
+      expect(code).toBe(0);
+      expect(await pathExists(join(root, "templates", "from-cli", "package.json"))).toBe(true);
+    } finally {
+      process.chdir(prev);
+    }
+  });
+});

packages/cli-workflow/__tests__/init-workspace.test.ts

@@ -0,0 +1,152 @@
+import { afterEach, beforeEach, describe, expect, test } from "bun:test";
+import { mkdir, readFile, rm } from "node:fs/promises";
+import { tmpdir } from "node:os";
+import { join } from "node:path";
+
+import { formatCliUsage, runCli } from "../src/cli-dispatch.js";
+import { cmdInitWorkspace } from "../src/cmd-init.js";
+import { pathExists } from "../src/fs-utils.js";
+
+describe("init workspace", () => {
+  let parent: string;
+
+  beforeEach(async () => {
+    parent = join(tmpdir(), `wf-init-${Date.now()}-${Math.random().toString(36).slice(2)}`);
+    await mkdir(parent, { recursive: true });
+  });
+
+  afterEach(async () => {
+    await rm(parent, { recursive: true, force: true });
+  });
+
+  test("creates expected files and directories", async () => {
+    const created = await cmdInitWorkspace(parent, "my-workflows");
+    expect(created.ok).toBe(true);
+    if (!created.ok) {
+      return;
+    }
+
+    const root = created.value.rootPath;
+    expect(await pathExists(join(root, "package.json"))).toBe(true);
+    expect(await pathExists(join(root, "biome.json"))).toBe(true);
+    expect(await pathExists(join(root, "tsconfig.json"))).toBe(true);
+    expect(await pathExists(join(root, "AGENTS.md"))).toBe(true);
+    expect(await pathExists(join(root, "README.md"))).toBe(true);
+    expect(await pathExists(join(root, "templates"))).toBe(true);
+    expect(await pathExists(join(root, "templates", ".gitkeep"))).toBe(true);
+    expect(await pathExists(join(root, "workflows", "package.json"))).toBe(true);
+
+    const rootPkg = JSON.parse(await readFile(join(root, "package.json"), "utf8")) as {
+      workspaces: string[];
+    };
+    expect(rootPkg.workspaces).toEqual(["templates/*", "workflows"]);
+
+    const wfPkg = JSON.parse(await readFile(join(root, "workflows", "package.json"), "utf8")) as {
+      type: string;
+      dependencies: Record<string, string>;
+    };
+    expect(wfPkg.type).toBe("module");
+    expect(wfPkg.dependencies["@uncaged/workflow"]).toBeDefined();
+    expect(wfPkg.dependencies.zod).toBeDefined();
+
+    const tsconfig = JSON.parse(await readFile(join(root, "tsconfig.json"), "utf8")) as {
+      compilerOptions: { strict: boolean; module: string; target: string };
+    };
+    expect(tsconfig.compilerOptions.strict).toBe(true);
+    expect(tsconfig.compilerOptions.module).toBe("ESNext");
+    expect(tsconfig.compilerOptions.target).toBe("ESNext");
+  });
+
+  test("AGENTS.md contains coding agent guide sections and terms", async () => {
+    const created = await cmdInitWorkspace(parent, "my-workflows");
+    expect(created.ok).toBe(true);
+    if (!created.ok) {
+      return;
+    }
+
+    const agentsPath = join(created.value.rootPath, "AGENTS.md");
+    const body = await readFile(agentsPath, "utf8");
+
+    for (const section of [
+      "项目结构",
+      "核心概念",
+      "开发流程",
+      "编码规范",
+      "Template",
+      "Build",
+      "常见陷阱",
+    ]) {
+      expect(body).toContain(section);
+    }
+
+    for (const term of [
+      "RoleDefinition",
+      "WorkflowDefinition",
+      "Moderator",
+      "AgentFn",
+      "ExtractFn",
+      "RoleMeta",
+    ]) {
+      expect(body).toContain(term);
+    }
+
+    expect(body).toMatch(/type[\s\S]*interface/i);
+    expect(body).toMatch(/function[\s\S]*class/i);
+    expect(body).toContain("Crockford Base32");
+    expect(body).toMatch(/no[\s\S]*default export/i);
+    expect(body).toMatch(/no[\s\S]*console/i);
+    expect(body).toMatch(/no[\s\S]*dynamic import/i);
+
+    expect(body).toContain("bun run check");
+    expect(body).toContain("bun test");
+    expect(body).toContain("uncaged-workflow");
+    expect(body).toContain("bun build");
+    expect(body).toContain("CLAUDE.md");
+    expect(body).toContain("docs/architecture.md");
+  });
+
+  test("errors when directory already exists", async () => {
+    const first = await cmdInitWorkspace(parent, "dup");
+    expect(first.ok).toBe(true);
+
+    const second = await cmdInitWorkspace(parent, "dup");
+    expect(second.ok).toBe(false);
+    if (!second.ok) {
+      expect(second.error).toContain("already exists");
+    }
+  });
+
+  test("errors on invalid workspace name", async () => {
+    const slash = await cmdInitWorkspace(parent, "a/b");
+    expect(slash.ok).toBe(false);
+
+    const dots = await cmdInitWorkspace(parent, "..");
+    expect(dots.ok).toBe(false);
+
+    const empty = await cmdInitWorkspace(parent, "");
+    expect(empty.ok).toBe(false);
+  });
+
+  test("usage lists init subcommands", () => {
+    const u = formatCliUsage();
+    expect(u).toContain("uncaged-workflow init workspace <name>");
+    expect(u).toContain("uncaged-workflow init template <name>");
+  });
+
+  test("runCli rejects unknown init subcommand", async () => {
+    const code = await runCli(join(parent, "_storage"), ["init", "bogus", "name"]);
+    expect(code).toBe(1);
+  });
+
+  test.serial("runCli init workspace uses cwd", async () => {
+    const prev = process.cwd();
+    try {
+      process.chdir(parent);
+      const code = await runCli(join(parent, "_storage"), ["init", "workspace", "from-cli"]);
+      expect(code).toBe(0);
+      expect(await pathExists(join(parent, "from-cli", "workflows", "package.json"))).toBe(true);
+    } finally {
+      process.chdir(prev);
+    }
+  });
+});

packages/cli-workflow/__tests__/live.test.ts

@@ -0,0 +1,369 @@
+import { afterEach, beforeEach, describe, expect, test } from "bun:test";
+import { spawn, spawnSync } from "node:child_process";
+import { cp, mkdir, mkdtemp, readFile, rm, writeFile } from "node:fs/promises";
+import { tmpdir } from "node:os";
+import { join } from "node:path";
+import { fileURLToPath } from "node:url";
+
+import { createCasStore, getGlobalCasDir, putContentMerkleNode } from "@uncaged/workflow";
+
+import {
+  formatLiveDebugLine,
+  formatLiveTimeLabel,
+  LIVE_CONTENT_MAX_LINES,
+  type LiveRoleRow,
+  renderLiveRoleStepLines,
+} from "../src/cmd-live.js";
+import { parseLiveArgv } from "../src/live-argv.js";
+
+const cliEntryPath = fileURLToPath(new URL("../src/cli.ts", import.meta.url));
+const fixtureRoot = fileURLToPath(new URL("./fixtures/live", import.meta.url));
+
+/** Bodies for Merkle content nodes; hashes must match `.data.jsonl` fixtures. */
+const LIVE_FIXTURE_PLANNER_BODY =
+  "alpha\nbeta\ngamma\nLINE4\nLINE5\nLINE6\nLINE7\nLINE8\nLINE9\nLINE10\nLINE11";
+
+describe("live helpers", () => {
+  test("formatLiveTimeLabel pads HH:MM:SS", () => {
+    const label = formatLiveTimeLabel(new Date("2024-06-01T09:08:07.000Z").getTime());
+    expect(label).toMatch(/^\d{2}:\d{2}:\d{2}$/);
+  });
+
+  test("formatLiveDebugLine flattens newlines in message", () => {
+    const line = formatLiveDebugLine(0, "TAG1", "a\nb");
+    expect(line).toContain("[TAG1]");
+    expect(line).toContain("a b");
+    expect(line).not.toContain("\n");
+  });
+
+  test("renderLiveRoleStepLines truncates content to LIVE_CONTENT_MAX_LINES", () => {
+    const lines = Array.from({ length: LIVE_CONTENT_MAX_LINES + 3 }, (_, i) => `L${i + 1}`);
+    const row: LiveRoleRow = {
+      role: "r",
+      content: lines.join("\n"),
+      meta: { k: "v" },
+      timestamp: 0,
+    };
+    const out = renderLiveRoleStepLines(row, "r");
+    const body = out.filter((l) => l.startsWith("  L"));
+    expect(body.length).toBe(LIVE_CONTENT_MAX_LINES);
+    expect(out.some((l) => l.includes("more line"))).toBe(true);
+    expect(out.some((l) => l.startsWith("  meta: "))).toBe(true);
+  });
+});
+
+describe("parseLiveArgv", () => {
+  test("parses thread id and flags in any order", () => {
+    const a = parseLiveArgv(["01ABC", "--debug", "--role", "planner"]);
+    expect(a.ok).toBe(true);
+    if (a.ok) {
+      expect(a.value.threadId).toBe("01ABC");
+      expect(a.value.latest).toBe(false);
+      expect(a.value.debug).toBe(true);
+      expect(a.value.role).toBe("planner");
+    }
+    const b = parseLiveArgv(["--latest", "--role", "x"]);
+    expect(b.ok).toBe(true);
+    if (b.ok) {
+      expect(b.value.latest).toBe(true);
+      expect(b.value.threadId).toBe(null);
+      expect(b.value.role).toBe("x");
+    }
+  });
+
+  test("rejects --latest with thread id", () => {
+    const r = parseLiveArgv(["--latest", "01ABC"]);
+    expect(r.ok).toBe(false);
+  });
+});
+
+describe("live CLI", () => {
+  let prevEnv: string | undefined;
+  let storageRoot: string;
+
+  beforeEach(async () => {
+    prevEnv = process.env.UNCAGED_WORKFLOW_STORAGE_ROOT;
+    storageRoot = await mkdtemp(join(tmpdir(), "uncaged-wf-live-"));
+    process.env.UNCAGED_WORKFLOW_STORAGE_ROOT = storageRoot;
+    await mkdir(join(storageRoot, "logs", "C9NMV6V2TQT81"), { recursive: true });
+    await cp(
+      join(fixtureRoot, "logs", "C9NMV6V2TQT81", "01LIVECMPLT01DDDDDDDDDDDDG.data.jsonl"),
+      join(storageRoot, "logs", "C9NMV6V2TQT81", "01LIVECMPLT01DDDDDDDDDDDDG.data.jsonl"),
+    );
+    await cp(
+      join(fixtureRoot, "logs", "C9NMV6V2TQT81", "01LIVECMPLT01DDDDDDDDDDDDG.info.jsonl"),
+      join(storageRoot, "logs", "C9NMV6V2TQT81", "01LIVECMPLT01DDDDDDDDDDDDG.info.jsonl"),
+    );
+    await cp(
+      join(fixtureRoot, "logs", "C9NMV6V2TQT81", "01LIVEINFLY01DDDDDDDDDDDDG.data.jsonl"),
+      join(storageRoot, "logs", "C9NMV6V2TQT81", "01LIVEINFLY01DDDDDDDDDDDDG.data.jsonl"),
+    );
+    await cp(
+      join(fixtureRoot, "logs", "C9NMV6V2TQT81", "01LIVEOLDER01DDDDDDDDDDDDG.data.jsonl"),
+      join(storageRoot, "logs", "C9NMV6V2TQT81", "01LIVEOLDER01DDDDDDDDDDDDG.data.jsonl"),
+    );
+
+    const cas = createCasStore(getGlobalCasDir(storageRoot));
+    await putContentMerkleNode(cas, LIVE_FIXTURE_PLANNER_BODY);
+    await putContentMerkleNode(cas, "patch");
+    await putContentMerkleNode(cas, "still running");
+  });
+
+  afterEach(async () => {
+    if (prevEnv === undefined) {
+      delete process.env.UNCAGED_WORKFLOW_STORAGE_ROOT;
+    } else {
+      process.env.UNCAGED_WORKFLOW_STORAGE_ROOT = prevEnv;
+    }
+    await rm(storageRoot, { recursive: true, force: true });
+  });
+
+  test("prints role steps and summary for a completed thread", async () => {
+    const env = { ...process.env, UNCAGED_WORKFLOW_STORAGE_ROOT: storageRoot };
+    const proc = spawn(process.execPath, [cliEntryPath, "live", "01LIVECMPLT01DDDDDDDDDDDDG"], {
+      env,
+      stdio: ["ignore", "pipe", "pipe"],
+    });
+    const stdout = await new Promise<string>((resolve, reject) => {
+      let buf = "";
+      proc.stdout?.on("data", (c: Buffer) => {
+        buf += c.toString("utf8");
+      });
+      proc.stderr?.on("data", (c: Buffer) => {
+        buf += c.toString("utf8");
+      });
+      proc.on("error", reject);
+      proc.on("exit", (code: number | null) => {
+        if (code === 0) {
+          resolve(buf);
+        } else {
+          reject(new Error(`exit ${code}: ${buf}`));
+        }
+      });
+    });
+
+    expect(stdout).toContain("planner");
+    expect(stdout).toContain("coder");
+    expect(stdout).toContain("meta:");
+    expect(stdout).toContain('"phase":"plan"');
+    expect(stdout).toContain("LINE10");
+    expect(stdout).not.toContain("LINE11");
+    expect(stdout).toContain("more line");
+    expect(stdout).toContain("completed: returnCode=0");
+    expect(stdout).toContain("fixture completed");
+  });
+
+  test("--latest tails the newest thread by start timestamp", async () => {
+    const env = { ...process.env, UNCAGED_WORKFLOW_STORAGE_ROOT: storageRoot };
+    const proc = spawn(process.execPath, [cliEntryPath, "live", "--latest"], {
+      env,
+      stdio: ["ignore", "pipe", "pipe"],
+    });
+    const stdout = await new Promise<string>((resolve, reject) => {
+      let buf = "";
+      proc.stdout?.on("data", (c: Buffer) => {
+        buf += c.toString("utf8");
+      });
+      proc.stderr?.on("data", (c: Buffer) => {
+        buf += c.toString("utf8");
+      });
+      proc.on("error", reject);
+      proc.on("exit", (code: number | null) => {
+        if (code === 0) {
+          resolve(buf);
+        } else {
+          reject(new Error(`exit ${code}: ${buf}`));
+        }
+      });
+    });
+
+    expect(stdout).toContain("fixture completed");
+    expect(stdout).not.toContain("older thread");
+  });
+
+  test("--debug prints .info.jsonl records after data output", async () => {
+    const env = { ...process.env, UNCAGED_WORKFLOW_STORAGE_ROOT: storageRoot };
+    const proc = spawn(
+      process.execPath,
+      [cliEntryPath, "live", "01LIVECMPLT01DDDDDDDDDDDDG", "--debug"],
+      {
+        env,
+        stdio: ["ignore", "pipe", "pipe"],
+      },
+    );
+    const stdout = await new Promise<string>((resolve, reject) => {
+      let buf = "";
+      proc.stdout?.on("data", (c: Buffer) => {
+        buf += c.toString("utf8");
+      });
+      proc.stderr?.on("data", (c: Buffer) => {
+        buf += c.toString("utf8");
+      });
+      proc.on("error", reject);
+      proc.on("exit", (code: number | null) => {
+        if (code === 0) {
+          resolve(buf);
+        } else {
+          reject(new Error(`exit ${code}: ${buf}`));
+        }
+      });
+    });
+
+    expect(stdout).toContain("[DEBUGTAG1]");
+    expect(stdout).toContain("bundle loaded");
+    expect(stdout).toContain("[DEBUGTAG2]");
+    expect(stdout).toContain("multi line");
+  });
+
+  test("--role filters out non-matching roles", async () => {
+    const env = { ...process.env, UNCAGED_WORKFLOW_STORAGE_ROOT: storageRoot };
+    const proc = spawn(
+      process.execPath,
+      [cliEntryPath, "live", "01LIVECMPLT01DDDDDDDDDDDDG", "--role", "planner"],
+      {
+        env,
+        stdio: ["ignore", "pipe", "pipe"],
+      },
+    );
+    const stdout = await new Promise<string>((resolve, reject) => {
+      let buf = "";
+      proc.stdout?.on("data", (c: Buffer) => {
+        buf += c.toString("utf8");
+      });
+      proc.stderr?.on("data", (c: Buffer) => {
+        buf += c.toString("utf8");
+      });
+      proc.on("error", reject);
+      proc.on("exit", (code: number | null) => {
+        if (code === 0) {
+          resolve(buf);
+        } else {
+          reject(new Error(`exit ${code}: ${buf}`));
+        }
+      });
+    });
+
+    expect(stdout).toContain("planner");
+    expect(stdout).not.toContain("patch");
+    expect(stdout).toContain("completed: returnCode=0");
+  });
+
+  test("--latest --debug --role combine", async () => {
+    const env = { ...process.env, UNCAGED_WORKFLOW_STORAGE_ROOT: storageRoot };
+    const proc = spawn(
+      process.execPath,
+      [cliEntryPath, "live", "--latest", "--debug", "--role", "planner"],
+      {
+        env,
+        stdio: ["ignore", "pipe", "pipe"],
+      },
+    );
+    const stdout = await new Promise<string>((resolve, reject) => {
+      let buf = "";
+      proc.stdout?.on("data", (c: Buffer) => {
+        buf += c.toString("utf8");
+      });
+      proc.stderr?.on("data", (c: Buffer) => {
+        buf += c.toString("utf8");
+      });
+      proc.on("error", reject);
+      proc.on("exit", (code: number | null) => {
+        if (code === 0) {
+          resolve(buf);
+        } else {
+          reject(new Error(`exit ${code}: ${buf}`));
+        }
+      });
+    });
+
+    expect(stdout).toContain("[DEBUGTAG1]");
+    expect(stdout).toContain("planner");
+    expect(stdout).not.toContain("patch");
+    expect(stdout).toContain("fixture completed");
+  });
+
+  test("unknown thread id exits 1", () => {
+    const env = { ...process.env, UNCAGED_WORKFLOW_STORAGE_ROOT: storageRoot };
+    const r = spawnSync(process.execPath, [cliEntryPath, "live", "01UNKNOWNXXXXXXXXXXXXXXXXX"], {
+      env,
+      encoding: "utf8",
+    });
+    expect(r.status).toBe(1);
+    expect(String(r.stderr ?? "")).toContain("thread not found");
+  });
+
+  test("follows file until WorkflowResult is appended", async () => {
+    const env = { ...process.env, UNCAGED_WORKFLOW_STORAGE_ROOT: storageRoot };
+    const dataPath = join(
+      storageRoot,
+      "logs",
+      "C9NMV6V2TQT81",
+      "01LIVEINFLY01DDDDDDDDDDDDG.data.jsonl",
+    );
+
+    const proc = spawn(process.execPath, [cliEntryPath, "live", "01LIVEINFLY01DDDDDDDDDDDDG"], {
+      env,
+      stdio: ["ignore", "pipe", "pipe"],
+    });
+
+    await new Promise((r) => setTimeout(r, 120));
+    const prior = await readFile(dataPath, "utf8");
+    await writeFile(
+      dataPath,
+      `${prior.replace(/\s*$/, "")}\n${JSON.stringify({ returnCode: 0, summary: "caught up" })}\n`,
+      "utf8",
+    );
+
+    const stdout = await new Promise<string>((resolve, reject) => {
+      let buf = "";
+      proc.stdout?.on("data", (c: Buffer) => {
+        buf += c.toString("utf8");
+      });
+      proc.stderr?.on("data", (c: Buffer) => {
+        buf += c.toString("utf8");
+      });
+      proc.on("error", reject);
+      proc.on("exit", (code: number | null) => {
+        if (code === 0) {
+          resolve(buf);
+        } else {
+          reject(new Error(`exit ${code}: ${buf}`));
+        }
+      });
+    });
+
+    expect(stdout).toContain("planner");
+    expect(stdout).toContain("completed: returnCode=0");
+    expect(stdout).toContain("caught up");
+  });
+});
+
+describe("live --latest with empty storage", () => {
+  let prevEnv: string | undefined;
+  let emptyRoot: string;
+
+  beforeEach(async () => {
+    prevEnv = process.env.UNCAGED_WORKFLOW_STORAGE_ROOT;
+    emptyRoot = await mkdtemp(join(tmpdir(), "uncaged-wf-live-empty-"));
+    process.env.UNCAGED_WORKFLOW_STORAGE_ROOT = emptyRoot;
+  });
+
+  afterEach(async () => {
+    if (prevEnv === undefined) {
+      delete process.env.UNCAGED_WORKFLOW_STORAGE_ROOT;
+    } else {
+      process.env.UNCAGED_WORKFLOW_STORAGE_ROOT = prevEnv;
+    }
+    await rm(emptyRoot, { recursive: true, force: true });
+  });
+
+  test("exits 1 when no threads exist", () => {
+    const env = { ...process.env, UNCAGED_WORKFLOW_STORAGE_ROOT: emptyRoot };
+    const r = spawnSync(process.execPath, [cliEntryPath, "live", "--latest"], {
+      env,
+      encoding: "utf8",
+    });
+    expect(r.status).toBe(1);
+    expect(String(r.stderr ?? "")).toContain("no threads");
+  });
+});

packages/cli-workflow/__tests__/thread-cli.test.ts

@@ -17,6 +17,9 @@ import { cmdThreads } from "../src/cmd-threads.js";
 import { pathExists, readTextFileIfExists } from "../src/fs-utils.js";
 import { addCliArgs } from "./bundle-fixture.js";
 
+const wfPutImport = `import { putContentMerkleNode } from "@uncaged/workflow";
+`;
+
 const threadFixtureDescriptor = `export const descriptor = {
   description: "thread-cli",
   roles: {
@@ -31,18 +34,26 @@ const threadFixtureDescriptor = `export const descriptor = {
 `;
 
 const fastBundleSource = `${threadFixtureDescriptor}
-export const run = async function* (input) {
-  yield { role: "planner", content: "plan", meta: { plan: input.prompt } };
-  yield { role: "coder", content: "code", meta: { diff: "y" } };
+${wfPutImport}
+export const run = async function* (input, options) {
+  const cas = options.cas;
+  let h = await putContentMerkleNode(cas, "plan");
+  yield { role: "planner", contentHash: h, meta: { plan: input.prompt }, refs: [h] };
+  h = await putContentMerkleNode(cas, "code");
+  yield { role: "coder", contentHash: h, meta: { diff: "y" }, refs: [h] };
   return { returnCode: 0, summary: "done" };
 };
 `;
 
 const slowPlannerBundleSource = `${threadFixtureDescriptor}
-export const run = async function* (input) {
+${wfPutImport}
+export const run = async function* (input, options) {
   await new Promise((r) => setTimeout(r, 400));
-  yield { role: "planner", content: "plan", meta: { plan: input.prompt } };
-  yield { role: "coder", content: "code", meta: { diff: "y" } };
+  const cas = options.cas;
+  let h = await putContentMerkleNode(cas, "plan");
+  yield { role: "planner", contentHash: h, meta: { plan: input.prompt }, refs: [h] };
+  h = await putContentMerkleNode(cas, "code");
+  yield { role: "coder", contentHash: h, meta: { diff: "y" }, refs: [h] };
   return { returnCode: 0, summary: "done" };
 };
 `;
@@ -50,27 +61,38 @@ export const run = async function* (input) {
 const cliEntryPath = fileURLToPath(new URL("../src/cli.ts", import.meta.url));
 
 const abortablePlannerBundleSource = `${threadFixtureDescriptor}
-export const run = async function* (input) {
+${wfPutImport}
+export const run = async function* (input, options) {
   await new Promise((r) => setTimeout(r, 600));
-  yield { role: "planner", content: "plan", meta: { plan: input.prompt } };
-  yield { role: "coder", content: "code", meta: { diff: "y" } };
+  const cas = options.cas;
+  let h = await putContentMerkleNode(cas, "plan");
+  yield { role: "planner", contentHash: h, meta: { plan: input.prompt }, refs: [h] };
+  h = await putContentMerkleNode(cas, "code");
+  yield { role: "coder", contentHash: h, meta: { diff: "y" }, refs: [h] };
   return { returnCode: 0, summary: "done" };
 };
 `;
 
 const pauseResumeBundleSource = `${threadFixtureDescriptor}
-export const run = async function* (input) {
-  yield { role: "first", content: "f", meta: {} };
+${wfPutImport}
+export const run = async function* (_input, options) {
+  const cas = options.cas;
+  let h = await putContentMerkleNode(cas, "f");
+  yield { role: "first", contentHash: h, meta: {}, refs: [h] };
   await new Promise((r) => setTimeout(r, 1500));
-  yield { role: "second", content: "s", meta: {} };
+  h = await putContentMerkleNode(cas, "s");
+  yield { role: "second", contentHash: h, meta: {}, refs: [h] };
   return { returnCode: 0, summary: "done" };
 };
 `;
 
 const delayedFirstYieldBundleSource = `${threadFixtureDescriptor}
-export const run = async function* (input) {
+${wfPutImport}
+export const run = async function* (_input, options) {
   await new Promise((r) => setTimeout(r, 900));
-  yield { role: "only", content: "x", meta: {} };
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "x");
+  yield { role: "only", contentHash: h, meta: {}, refs: [h] };
   return { returnCode: 0, summary: "done" };
 };
 `;
@@ -301,7 +323,7 @@ describe("cli thread commands", () => {
       .trim()
       .split("\n")
       .filter((l) => l !== "");
-    expect(lines.length).toBe(2);
+    expect(lines.length).toBe(3);
 
     const runningPath = join(dirname(dataPath), `${threadId}.running`);
     expect(await pathExists(runningPath)).toBe(false);
@@ -340,8 +362,8 @@ describe("cli thread commands", () => {
     const resumed = await cmdResume(storageRoot, threadId);
     expect(resumed.ok).toBe(true);
 
-    await waitUntilMinDataLines(dataPath, 3, 120);
-    expect(await countDataJsonlLines(dataPath)).toBe(3);
+    await waitUntilMinDataLines(dataPath, 4, 120);
+    expect(await countDataJsonlLines(dataPath)).toBe(4);
 
     const runningPath = join(dirname(dataPath), `${threadId}.running`);
     await waitUntilRunningFileAbsent(runningPath, 100);

packages/cli-workflow/src/cli-dispatch.ts

@@ -4,8 +4,10 @@ import { cmdCasGet, cmdCasList, cmdCasPut, cmdCasRm } from "./cmd-cas.js";
 import { cmdFork, parseForkArgv } from "./cmd-fork.js";
 import { cmdGc } from "./cmd-gc.js";
 import { cmdHistory } from "./cmd-history.js";
+import { cmdInitTemplate, cmdInitWorkspace } from "./cmd-init.js";
 import { cmdKill } from "./cmd-kill.js";
 import { cmdList, formatListLines } from "./cmd-list.js";
+import { cmdLive } from "./cmd-live.js";
 import { cmdPause } from "./cmd-pause.js";
 import { cmdPs } from "./cmd-ps.js";
 import { cmdRemove } from "./cmd-remove.js";
@@ -15,9 +17,10 @@ import { cmdRun } from "./cmd-run.js";
 import { cmdShow, formatShowYaml } from "./cmd-show.js";
 import { cmdThreadRemove, cmdThreadShow } from "./cmd-thread.js";
 import { cmdThreads } from "./cmd-threads.js";
+import { parseLiveArgv } from "./live-argv.js";
 import { parseRunArgv } from "./run-argv.js";
 
-function usage(): string {
+export function formatCliUsage(): string {
   return [
     "Usage:",
     "  uncaged-workflow add <name> <file.esm.js> [--types <path>]",
@@ -27,6 +30,8 @@ function usage(): string {
     "  uncaged-workflow run <name> [--prompt <text>] [--max-rounds N]",
     "  uncaged-workflow ps",
     "  uncaged-workflow kill <thread-id>",
+    "  uncaged-workflow live <thread-id> [--debug] [--role <name>]",
+    "  uncaged-workflow live --latest [--debug] [--role <name>]",
     "  uncaged-workflow history <name>",
     "  uncaged-workflow rollback <name> [hash]",
     "  uncaged-workflow pause <thread-id>",
@@ -40,13 +45,47 @@ function usage(): string {
     "  uncaged-workflow cas put <thread-id> <content>",
     "  uncaged-workflow cas list <thread-id>",
     "  uncaged-workflow cas rm <thread-id> <hash>",
+    "  uncaged-workflow init workspace <name>",
+    "  uncaged-workflow init template <name>",
   ].join("\n");
 }
 
+async function dispatchInit(_storageRoot: string, argv: string[]): Promise<number> {
+  const sub = argv[0];
+  const name = argv[1];
+  if (sub === undefined || name === undefined || argv.length > 2) {
+    printCliError(`${formatCliUsage()}\n\nerror: init requires workspace|template <name>`);
+    return 1;
+  }
+
+  if (sub === "workspace") {
+    const result = await cmdInitWorkspace(process.cwd(), name);
+    if (!result.ok) {
+      printCliError(result.error);
+      return 1;
+    }
+    printCliLine(`initialized workflow workspace at ${result.value.rootPath}`);
+    return 0;
+  }
+
+  if (sub === "template") {
+    const result = await cmdInitTemplate(process.cwd(), name);
+    if (!result.ok) {
+      printCliError(result.error);
+      return 1;
+    }
+    printCliLine(`initialized template at ${result.value.templatePath}`);
+    return 0;
+  }
+
+  printCliError(`${formatCliUsage()}\n\nerror: unknown init subcommand: ${sub}`);
+  return 1;
+}
+
 async function dispatchAdd(storageRoot: string, argv: string[]): Promise<number> {
   const parsed = parseAddArgv(argv);
   if (!parsed.ok) {
-    printCliError(`${usage()}\n\nerror: ${parsed.error}`);
+    printCliError(`${formatCliUsage()}\n\nerror: ${parsed.error}`);
     return 1;
   }
   const result = await cmdAdd(storageRoot, parsed.value);
@@ -63,7 +102,7 @@ async function dispatchAdd(storageRoot: string, argv: string[]): Promise<number>
 
 async function dispatchList(storageRoot: string, argv: string[]): Promise<number> {
   if (argv.length > 0) {
-    printCliError(`${usage()}\n\nerror: list takes no arguments`);
+    printCliError(`${formatCliUsage()}\n\nerror: list takes no arguments`);
     return 1;
   }
   const result = await cmdList(storageRoot);
@@ -80,7 +119,7 @@ async function dispatchList(storageRoot: string, argv: string[]): Promise<number
 async function dispatchShow(storageRoot: string, argv: string[]): Promise<number> {
   const name = argv[0];
   if (name === undefined || argv.length > 1) {
-    printCliError(`${usage()}\n\nerror: show requires <name>`);
+    printCliError(`${formatCliUsage()}\n\nerror: show requires <name>`);
     return 1;
   }
   const result = await cmdShow(storageRoot, name);
@@ -95,7 +134,7 @@ async function dispatchShow(storageRoot: string, argv: string[]): Promise<number
 async function dispatchRemove(storageRoot: string, argv: string[]): Promise<number> {
   const name = argv[0];
   if (name === undefined || argv.length > 1) {
-    printCliError(`${usage()}\n\nerror: remove requires <name>`);
+    printCliError(`${formatCliUsage()}\n\nerror: remove requires <name>`);
     return 1;
   }
   const result = await cmdRemove(storageRoot, name);
@@ -110,7 +149,7 @@ async function dispatchRemove(storageRoot: string, argv: string[]): Promise<numb
 async function dispatchRun(storageRoot: string, argv: string[]): Promise<number> {
   const parsed = parseRunArgv(argv);
   if (!parsed.ok) {
-    printCliError(`${usage()}\n\nerror: ${parsed.error}`);
+    printCliError(`${formatCliUsage()}\n\nerror: ${parsed.error}`);
     return 1;
   }
 
@@ -131,7 +170,7 @@ async function dispatchRun(storageRoot: string, argv: string[]): Promise<number>
 
 async function dispatchPs(storageRoot: string, argv: string[]): Promise<number> {
   if (argv.length > 0) {
-    printCliError(`${usage()}\n\nerror: ps takes no arguments`);
+    printCliError(`${formatCliUsage()}\n\nerror: ps takes no arguments`);
     return 1;
   }
   for (const line of await cmdPs(storageRoot)) {
@@ -143,7 +182,7 @@ async function dispatchPs(storageRoot: string, argv: string[]): Promise<number>
 async function dispatchKill(storageRoot: string, argv: string[]): Promise<number> {
   const threadId = argv[0];
   if (threadId === undefined || argv.length > 1) {
-    printCliError(`${usage()}\n\nerror: kill requires <thread-id>`);
+    printCliError(`${formatCliUsage()}\n\nerror: kill requires <thread-id>`);
     return 1;
   }
   const result = await cmdKill(storageRoot, threadId);
@@ -155,10 +194,19 @@ async function dispatchKill(storageRoot: string, argv: string[]): Promise<number
   return 0;
 }
 
+async function dispatchLive(storageRoot: string, argv: string[]): Promise<number> {
+  const parsed = parseLiveArgv(argv);
+  if (!parsed.ok) {
+    printCliError(`${formatCliUsage()}\n\nerror: ${parsed.error}`);
+    return 1;
+  }
+  return cmdLive(storageRoot, parsed.value);
+}
+
 async function dispatchHistory(storageRoot: string, argv: string[]): Promise<number> {
   const name = argv[0];
   if (name === undefined || argv.length > 1) {
-    printCliError(`${usage()}\n\nerror: history requires <name>`);
+    printCliError(`${formatCliUsage()}\n\nerror: history requires <name>`);
     return 1;
   }
   const result = await cmdHistory(storageRoot, name);
@@ -175,7 +223,7 @@ async function dispatchHistory(storageRoot: string, argv: string[]): Promise<num
 async function dispatchRollback(storageRoot: string, argv: string[]): Promise<number> {
   const name = argv[0];
   if (name === undefined || argv.length > 2) {
-    printCliError(`${usage()}\n\nerror: rollback requires <name> [hash]`);
+    printCliError(`${formatCliUsage()}\n\nerror: rollback requires <name> [hash]`);
     return 1;
   }
   const hashArg = argv[1];
@@ -191,7 +239,7 @@ async function dispatchRollback(storageRoot: string, argv: string[]): Promise<nu
 async function dispatchPause(storageRoot: string, argv: string[]): Promise<number> {
   const threadId = argv[0];
   if (threadId === undefined || argv.length > 1) {
-    printCliError(`${usage()}\n\nerror: pause requires <thread-id>`);
+    printCliError(`${formatCliUsage()}\n\nerror: pause requires <thread-id>`);
     return 1;
   }
   const result = await cmdPause(storageRoot, threadId);
@@ -206,7 +254,7 @@ async function dispatchPause(storageRoot: string, argv: string[]): Promise<numbe
 async function dispatchResume(storageRoot: string, argv: string[]): Promise<number> {
   const threadId = argv[0];
   if (threadId === undefined || argv.length > 1) {
-    printCliError(`${usage()}\n\nerror: resume requires <thread-id>`);
+    printCliError(`${formatCliUsage()}\n\nerror: resume requires <thread-id>`);
     return 1;
   }
   const result = await cmdResume(storageRoot, threadId);
@@ -233,7 +281,7 @@ async function dispatchThreads(storageRoot: string, argv: string[]): Promise<num
 async function dispatchThread(storageRoot: string, argv: string[]): Promise<number> {
   const id = argv[0];
   if (id === undefined || argv.length > 1) {
-    printCliError(`${usage()}\n\nerror: thread requires <id>`);
+    printCliError(`${formatCliUsage()}\n\nerror: thread requires <id>`);
     return 1;
   }
   const result = await cmdThreadShow(storageRoot, id);
@@ -248,7 +296,7 @@ async function dispatchThread(storageRoot: string, argv: string[]): Promise<numb
 async function dispatchThreadRm(storageRoot: string, argv: string[]): Promise<number> {
   const id = argv[0];
   if (id === undefined || argv.length > 1) {
-    printCliError(`${usage()}\n\nerror: thread rm requires <id>`);
+    printCliError(`${formatCliUsage()}\n\nerror: thread rm requires <id>`);
     return 1;
   }
   const result = await cmdThreadRemove(storageRoot, id);
@@ -270,7 +318,7 @@ async function dispatchThreadBranch(storageRoot: string, rest: string[]): Promis
 
 async function dispatchGc(storageRoot: string, argv: string[]): Promise<number> {
   if (argv.length > 0) {
-    printCliError(`${usage()}\n\nerror: gc takes no arguments`);
+    printCliError(`${formatCliUsage()}\n\nerror: gc takes no arguments`);
     return 1;
   }
   const result = await cmdGc(storageRoot);
@@ -288,7 +336,7 @@ async function dispatchGc(storageRoot: string, argv: string[]): Promise<number>
 async function dispatchFork(storageRoot: string, argv: string[]): Promise<number> {
   const parsed = parseForkArgv(argv);
   if (!parsed.ok) {
-    printCliError(`${usage()}\n\nerror: ${parsed.error}`);
+    printCliError(`${formatCliUsage()}\n\nerror: ${parsed.error}`);
     return 1;
   }
   const result = await cmdFork(storageRoot, parsed.value.threadId, parsed.value.fromRole);
@@ -304,7 +352,7 @@ async function dispatchCasGet(storageRoot: string, rest: string[]): Promise<numb
   const threadId = rest[0];
   const hash = rest[1];
   if (threadId === undefined || hash === undefined || rest.length > 2) {
-    printCliError(`${usage()}\n\nerror: cas get requires <thread-id> <hash>`);
+    printCliError(`${formatCliUsage()}\n\nerror: cas get requires <thread-id> <hash>`);
     return 1;
   }
   const result = await cmdCasGet(storageRoot, threadId, hash);
@@ -320,7 +368,7 @@ async function dispatchCasPut(storageRoot: string, rest: string[]): Promise<numb
   const threadId = rest[0];
   const content = rest[1];
   if (threadId === undefined || content === undefined || rest.length > 2) {
-    printCliError(`${usage()}\n\nerror: cas put requires <thread-id> <content>`);
+    printCliError(`${formatCliUsage()}\n\nerror: cas put requires <thread-id> <content>`);
     return 1;
   }
   const result = await cmdCasPut(storageRoot, threadId, content);
@@ -335,7 +383,7 @@ async function dispatchCasPut(storageRoot: string, rest: string[]): Promise<numb
 async function dispatchCasList(storageRoot: string, rest: string[]): Promise<number> {
   const threadId = rest[0];
   if (threadId === undefined || rest.length > 1) {
-    printCliError(`${usage()}\n\nerror: cas list requires <thread-id>`);
+    printCliError(`${formatCliUsage()}\n\nerror: cas list requires <thread-id>`);
     return 1;
   }
   const result = await cmdCasList(storageRoot, threadId);
@@ -353,7 +401,7 @@ async function dispatchCasRm(storageRoot: string, rest: string[]): Promise<numbe
   const threadId = rest[0];
   const hash = rest[1];
   if (threadId === undefined || hash === undefined || rest.length > 2) {
-    printCliError(`${usage()}\n\nerror: cas rm requires <thread-id> <hash>`);
+    printCliError(`${formatCliUsage()}\n\nerror: cas rm requires <thread-id> <hash>`);
     return 1;
   }
   const result = await cmdCasRm(storageRoot, threadId, hash);
@@ -378,12 +426,12 @@ const CAS_SUBCOMMAND_TABLE: Record<
 async function dispatchCas(storageRoot: string, argv: string[]): Promise<number> {
   const sub = argv[0];
   if (sub === undefined) {
-    printCliError(`${usage()}\n\nerror: unknown cas subcommand: (none)`);
+    printCliError(`${formatCliUsage()}\n\nerror: unknown cas subcommand: (none)`);
     return 1;
   }
   const handler = CAS_SUBCOMMAND_TABLE[sub];
   if (handler === undefined) {
-    printCliError(`${usage()}\n\nerror: unknown cas subcommand: ${sub}`);
+    printCliError(`${formatCliUsage()}\n\nerror: unknown cas subcommand: ${sub}`);
     return 1;
   }
   return handler(storageRoot, argv.slice(1));
@@ -393,12 +441,14 @@ type DispatchFn = (storageRoot: string, argv: string[]) => Promise<number>;
 
 const COMMAND_TABLE: Record<string, DispatchFn> = {
   add: dispatchAdd,
+  init: dispatchInit,
   list: dispatchList,
   show: dispatchShow,
   remove: dispatchRemove,
   run: dispatchRun,
   ps: dispatchPs,
   kill: dispatchKill,
+  live: dispatchLive,
   history: dispatchHistory,
   rollback: dispatchRollback,
   pause: dispatchPause,
@@ -412,18 +462,18 @@ const COMMAND_TABLE: Record<string, DispatchFn> = {
 
 export async function runCli(storageRoot: string, argv: string[]): Promise<number> {
   if (argv.length === 0) {
-    printCliError(usage());
+    printCliError(formatCliUsage());
     return 1;
   }
   const command = argv[0];
   if (command === undefined) {
-    printCliError(usage());
+    printCliError(formatCliUsage());
     return 1;
   }
   const rest = argv.slice(1);
   const dispatch = COMMAND_TABLE[command];
   if (dispatch === undefined) {
-    printCliError(`${usage()}\n\nerror: unknown command ${command}`);
+    printCliError(`${formatCliUsage()}\n\nerror: unknown command ${command}`);
     return 1;
   }
   return dispatch(storageRoot, rest);

packages/cli-workflow/src/cmd-add.ts

@@ -192,7 +192,7 @@ export async function cmdAdd(
     return validated;
   }
 
-  const extracted = await extractBundleExports(resolvedPath);
+  const extracted = await extractBundleExports(resolvedPath, { storageRoot });
   if (!extracted.ok) {
     return extracted;
   }

packages/cli-workflow/src/cmd-fork.ts

@@ -65,8 +65,9 @@ export async function cmdFork(
   const newThreadId = generateUlid(Date.now());
   const stepsOnWire = plan.value.historicalSteps.map((s) => ({
     role: s.role,
-    content: s.content,
+    contentHash: s.contentHash,
     meta: s.meta,
+    refs: s.refs,
     timestamp: s.timestamp,
   }));
 

packages/cli-workflow/src/cmd-init.ts

@@ -0,0 +1,415 @@
+import { mkdir, readFile, writeFile } from "node:fs/promises";
+import { dirname, join, resolve } from "node:path";
+
+import { err, ok, type Result } from "@uncaged/workflow";
+
+import { pathExists } from "./fs-utils.js";
+
+export type CmdInitWorkspaceSuccess = {
+  rootPath: string;
+};
+
+export type CmdInitTemplateSuccess = {
+  templatePath: string;
+};
+
+function validateWorkspaceSegment(name: string): Result<void, string> {
+  if (name.length === 0) {
+    return err("workspace name must not be empty");
+  }
+  if (name === "." || name === "..") {
+    return err("invalid workspace name");
+  }
+  if (name.includes("/") || name.includes("\\")) {
+    return err("workspace name must not contain path separators");
+  }
+  return ok(undefined);
+}
+
+function rootPackageJson(workspaceName: string): string {
+  return `${JSON.stringify(
+    {
+      name: workspaceName,
+      private: true,
+      type: "module",
+      workspaces: ["templates/*", "workflows"],
+    },
+    null,
+    2,
+  )}\n`;
+}
+
+function workflowsPackageJson(): string {
+  return `${JSON.stringify(
+    {
+      name: "workflows",
+      version: "0.0.0",
+      private: true,
+      type: "module",
+      dependencies: {
+        "@uncaged/workflow": "^0.1.0",
+        zod: "^4.0.0",
+      },
+    },
+    null,
+    2,
+  )}\n`;
+}
+
+function biomeJson(): string {
+  return `${JSON.stringify(
+    {
+      $schema: "https://biomejs.dev/schemas/2.4.14/schema.json",
+      files: {
+        includes: ["**", "!**/node_modules", "!**/dist"],
+      },
+      formatter: {
+        indentWidth: 2,
+      },
+      linter: {
+        enabled: true,
+        rules: {
+          recommended: true,
+        },
+      },
+    },
+    null,
+    2,
+  )}\n`;
+}
+
+function tsconfigJson(): string {
+  return `${JSON.stringify(
+    {
+      compilerOptions: {
+        strict: true,
+        target: "ESNext",
+        module: "ESNext",
+        moduleResolution: "Bundler",
+        skipLibCheck: true,
+      },
+    },
+    null,
+    2,
+  )}\n`;
+}
+
+function agentsMd(): string {
+  return `# AGENTS — Workflow 工作区开发指南
+
+面向在本仓库中编写 workflow 的 coding agent。引擎层术语与架构细节与 **@uncaged/workflow** 上游文档一致，编写时可对照 \`CLAUDE.md\` 与 \`docs/architecture.md\`。
+
+## 1. 项目结构（workspace / template / workflow instance）
+
+| 层级 | 目录 / 产物 | 职责 |
+|------|----------------|------|
+| **Workspace** | 仓库根（\`package.json\` 含 \`workspaces: ["templates/*", "workflows"]\`） | Bun monorepo：统一管理本地模板包与 workflow 实例 |
+| **Template** | \`templates/<name>/\`（如 \`src/roles.ts\`、\`src/moderator.ts\`、\`src/index.ts\`） | 纯数据：**WorkflowDefinition**（各 **RoleDefinition** + **Moderator**），**不绑定**具体 Agent |
+| **Workflow instance** | \`workflows/\`（或单独包） | 把模板与运行时 **AgentFn** / **ExtractFn** 组合，产出可注册的 **单文件 ESM bundle**（\`run\` + \`descriptor\` 命名导出） |
+
+Init 生成的骨架：\`templates/\` 下放可复用定义，\`workflows/\` 下放绑定与打包入口。
+
+## 2. 核心概念
+
+- **RoleMeta**：\`Record<string, Record<string, unknown>>\`，角色名 → 该角色结构化 meta 的形状约定。
+- **RoleDefinition<Meta>**：纯数据——\`description\`、\`systemPrompt\`、\`extractPrompt\`、\`schema\`（Zod v4）。不含执行逻辑。
+- **WorkflowDefinition<M extends RoleMeta>**：\`description\` + \`roles\`（各角色定义）+ **Moderator**。
+- **Moderator**：\`(ctx: ModeratorContext<M>) => (角色名) | END\`。同步、纯函数，只做路由。
+- **AgentFn**：\`(ctx: AgentContext) => Promise<string>\`，原始文本输出；从上下文读取当前角色的 \`systemPrompt\`。
+- **ExtractFn**：从上下文与 prompt 解析结构化数据（引擎与 Agent 都可使用）。
+
+引擎循环简述：**Moderator** → 选角色 → **Agent** 产出文本 → **Extract** 写入 **meta** → 追加 step，重复直至 **END**。详见 \`docs/architecture.md\` 中的三阶段说明。
+
+## 3. 开发流程
+
+1. **定义 RoleMeta**：为每个角色约定 meta 的 TypeScript 类型（与 Zod schema 对齐）。
+2. **编写 RoleDefinition**：为每个角色写 Zod \`schema\`，补齐 \`systemPrompt\` / \`extractPrompt\` / \`description\`。
+3. **编写 Moderator**：根据 \`ctx.steps\` 与业务状态返回下一个角色名或 \`END\`。
+4. **组装 WorkflowDefinition**：在模板 \`index\` 中导出 definition（以及必要的角色 / moderator 导出）。
+5. **实例化**：在 workflow 包中使用 \`createWorkflow(def, binding, extract)\`（或项目约定的封装）绑定 **AgentFn** / **ExtractFn**。
+6. **构建**：打包为单个 **.esm.js** bundle，使用 **uncaged-workflow add** 注册。
+
+## 4. 编码规范
+
+与 **CLAUDE.md** 对齐，摘要如下：
+
+- **Functional-first**：优先 \`function\` + \`type\`，避免面向对象业务模型。
+- **type 而非 interface**：类型别名一律用 \`type\`，不要使用 \`interface\`。
+- **显式可空**：不要用 \`?:\`；可空字段写成 \`T | null\`。
+- **function 而非 class**：不用 class（第三方库要求或 \`Error\` 子类除外）。
+- **Crockford Base32**：日志 tag、bundle hash、thread id 等标识约定（引擎侧）；工作区内自定义日志若沿用引擎 logger，tag 为 8 字符 Crockford Base32，且每个调用点唯一。
+- **Named exports only**：不要使用 **default export**；workflow bundle 须 **export const run** 与 **export const descriptor**。
+- **No console.log**：库代码用结构化 logger；CLI 用户输出可按项目 Biome 规则例外标注。
+- **No dynamic import**：业务与 bundle 内禁止 \`import()\`；例外仅限「运行时路径由用户提供的 bundle 加载器」（引擎内部）。
+
+## 5. Template 复用
+
+- **已发布模板**：可通过 npm 依赖 \`@uncaged/workflow-template-*\` 等包，在 workflow 实例中 import 其 **WorkflowDefinition** 再绑定 Agent。
+- **本地模板**：放在本仓库 \`templates/<name>/\`，由 workspace 协议引用（如 \`"template-foo": "workspace:*"\` 或相对路径），便于同源修改与版本控制。
+
+选择模板时保持 **definition 与 agent 绑定分离**：模板只描述「做什么、顺序如何」，实例决定「谁执行、如何抽取 meta」。
+
+## 6. Build and Test
+
+日常命令：
+
+\`\`\`sh
+bun install
+bun run check    # Biome：lint + format
+bun test
+bun build        # 若包内配置了 build 脚本则用于产出 dist / bundle
+uncaged-workflow add <name> <path/to/bundle.esm.js>
+\`\`\`
+
+提交前至少运行 **bun run check** 与 **bun test**；registry 与本地运行流参见 README 与 CLI 文档。
+
+## 7. 常见陷阱
+
+- **No dynamic import**：bundle 须静态可分析；动态 \`import()\` 会破坏哈希与加载约束。
+- **No default export**：引擎只接受命名导出 \`run\` / \`descriptor\`。
+- **No console.log**：避免在可被 Biome \`noConsole\` 规则覆盖的代码路径直接使用 console。
+- **Single-file ESM bundle**：交付物是单一 \`.esm.js\`；静态 import 仅限 Node 内置（见 architecture 文档中的 Bundle Contract）。
+
+---
+
+编写新 workflow 时，先对齐 **RoleMeta → RoleDefinition（Zod）→ Moderator → 绑定 → 单文件 bundle**，再对照本节规范自检。
+`;
+}
+
+function readmeMd(workspaceName: string): string {
+  return `# ${workspaceName}
+
+Local workflow development workspace (Bun monorepo).
+
+## Layout
+
+- \`templates/\` — reusable workflow definition packages (roles + moderator), no agent binding
+- \`workflows/\` — workflow instances that bind templates to agents and export \`run\` + \`descriptor\`
+
+## Commands
+
+\`\`\`sh
+bun install
+bun run check   # after you add scripts / Biome
+uncaged-workflow add <name> <bundle.esm.js>
+uncaged-workflow run <name>
+\`\`\`
+
+Create this skeleton with:
+
+\`\`\`sh
+uncaged-workflow init workspace ${workspaceName}
+\`\`\`
+`;
+}
+
+export async function cmdInitWorkspace(
+  parentDir: string,
+  workspaceName: string,
+): Promise<Result<CmdInitWorkspaceSuccess, string>> {
+  const validated = validateWorkspaceSegment(workspaceName);
+  if (!validated.ok) {
+    return validated;
+  }
+
+  const rootPath = join(parentDir, workspaceName);
+  if (await pathExists(rootPath)) {
+    return err(`directory already exists: ${rootPath}`);
+  }
+
+  await mkdir(rootPath, { recursive: false });
+  await mkdir(join(rootPath, "templates"), { recursive: false });
+  await mkdir(join(rootPath, "workflows"), { recursive: false });
+
+  await Promise.all([
+    writeFile(join(rootPath, "package.json"), rootPackageJson(workspaceName), "utf8"),
+    writeFile(join(rootPath, "biome.json"), biomeJson(), "utf8"),
+    writeFile(join(rootPath, "tsconfig.json"), tsconfigJson(), "utf8"),
+    writeFile(join(rootPath, "AGENTS.md"), agentsMd(), "utf8"),
+    writeFile(join(rootPath, "README.md"), readmeMd(workspaceName), "utf8"),
+    writeFile(join(rootPath, "templates", ".gitkeep"), "", "utf8"),
+    writeFile(join(rootPath, "workflows", "package.json"), workflowsPackageJson(), "utf8"),
+  ]);
+
+  return ok({ rootPath });
+}
+
+function hasTemplatesWorkspaceGlob(workspaces: unknown): boolean {
+  return Array.isArray(workspaces) && workspaces.includes("templates/*");
+}
+
+async function readPackageJsonWorkspaces(dir: string): Promise<unknown | null> {
+  const pkgPath = join(dir, "package.json");
+  if (!(await pathExists(pkgPath))) {
+    return null;
+  }
+  let raw: string;
+  try {
+    raw = await readFile(pkgPath, "utf8");
+  } catch {
+    return null;
+  }
+  let parsed: unknown;
+  try {
+    parsed = JSON.parse(raw) as unknown;
+  } catch {
+    return null;
+  }
+  if (typeof parsed !== "object" || parsed === null || !("workspaces" in parsed)) {
+    return null;
+  }
+  return (parsed as { workspaces: unknown }).workspaces;
+}
+
+/** Resolve uncaged-workflow workspace root (package.json with `templates/*` in `workspaces`). */
+async function findWorkflowWorkspaceRoot(startDir: string): Promise<Result<string, string>> {
+  let dir = resolve(startDir);
+  for (;;) {
+    const workspaces = await readPackageJsonWorkspaces(dir);
+    if (workspaces !== null && hasTemplatesWorkspaceGlob(workspaces)) {
+      return ok(dir);
+    }
+    const parent = dirname(dir);
+    if (parent === dir) {
+      return err(
+        'not inside a workflow workspace (no package.json with workspaces containing "templates/*")',
+      );
+    }
+    dir = parent;
+  }
+}
+
+function templatePackageJson(templateName: string): string {
+  return `${JSON.stringify(
+    {
+      name: `template-${templateName}`,
+      version: "0.0.0",
+      private: true,
+      type: "module",
+      dependencies: {
+        "@uncaged/workflow": "^0.1.0",
+        zod: "^4.0.0",
+      },
+    },
+    null,
+    2,
+  )}\n`;
+}
+
+function templateTsconfigJson(): string {
+  return `${JSON.stringify(
+    {
+      extends: "../../tsconfig.json",
+      compilerOptions: {
+        rootDir: "src",
+        outDir: "dist",
+      },
+      include: ["src/**/*.ts"],
+    },
+    null,
+    2,
+  )}\n`;
+}
+
+function templateRolesTs(): string {
+  return `import type { RoleDefinition } from "@uncaged/workflow";
+import * as z from "zod/v4";
+
+export const HELLO_TEMPLATE_DESCRIPTION =
+  "Minimal starter template: one greeter role, then END.";
+
+export type HelloTemplateMeta = {
+  greeter: {
+    message: string;
+  };
+};
+
+const greeterMetaSchema = z.object({
+  message: z.string(),
+});
+
+export const greeterRole: RoleDefinition<HelloTemplateMeta["greeter"]> = {
+  description: "Says hello — replace with your first role.",
+  systemPrompt: "You are a helpful assistant. Reply with one short friendly sentence.",
+  extractPrompt: "Extract the assistant's greeting as message.",
+  schema: greeterMetaSchema,
+  extractRefs: null,
+};
+`;
+}
+
+function templateModeratorTs(): string {
+  return `import { END, type Moderator, type ModeratorContext } from "@uncaged/workflow";
+
+import type { HelloTemplateMeta } from "./roles.js";
+
+export const helloTemplateModerator: Moderator<HelloTemplateMeta> = (
+  ctx: ModeratorContext<HelloTemplateMeta>,
+) => {
+  if (ctx.steps.length === 0) {
+    return "greeter";
+  }
+  return END;
+};
+`;
+}
+
+function templateIndexTs(): string {
+  return `import type { WorkflowDefinition } from "@uncaged/workflow";
+
+import { helloTemplateModerator } from "./moderator.js";
+import {
+  HELLO_TEMPLATE_DESCRIPTION,
+  type HelloTemplateMeta,
+  greeterRole,
+} from "./roles.js";
+
+export {
+  HELLO_TEMPLATE_DESCRIPTION,
+  type HelloTemplateMeta,
+  greeterRole,
+} from "./roles.js";
+export { helloTemplateModerator } from "./moderator.js";
+
+export const helloTemplateWorkflowDefinition: WorkflowDefinition<HelloTemplateMeta> = {
+  description: HELLO_TEMPLATE_DESCRIPTION,
+  roles: {
+    greeter: greeterRole,
+  },
+  moderator: helloTemplateModerator,
+};
+`;
+}
+
+export async function cmdInitTemplate(
+  startDir: string,
+  templateName: string,
+): Promise<Result<CmdInitTemplateSuccess, string>> {
+  const validated = validateWorkspaceSegment(templateName);
+  if (!validated.ok) {
+    return validated;
+  }
+
+  const rootResult = await findWorkflowWorkspaceRoot(startDir);
+  if (!rootResult.ok) {
+    return rootResult;
+  }
+
+  const workspaceRoot = rootResult.value;
+  const templateDir = join(workspaceRoot, "templates", templateName);
+  if (await pathExists(templateDir)) {
+    return err(`template already exists: ${templateDir}`);
+  }
+
+  await mkdir(join(templateDir, "src"), { recursive: true });
+
+  await Promise.all([
+    writeFile(join(templateDir, "package.json"), templatePackageJson(templateName), "utf8"),
+    writeFile(join(templateDir, "tsconfig.json"), templateTsconfigJson(), "utf8"),
+    writeFile(join(templateDir, "src", "roles.ts"), templateRolesTs(), "utf8"),
+    writeFile(join(templateDir, "src", "moderator.ts"), templateModeratorTs(), "utf8"),
+    writeFile(join(templateDir, "src", "index.ts"), templateIndexTs(), "utf8"),
+  ]);
+
+  return ok({ templatePath: templateDir });
+}

packages/cli-workflow/src/cmd-live.ts

@@ -0,0 +1,463 @@
+import { watch } from "node:fs";
+import { readFile } from "node:fs/promises";
+import { dirname, join } from "node:path";
+
+import {
+  type CasStore,
+  createCasStore,
+  getContentMerklePayload,
+  getGlobalCasDir,
+  tryParseRoleStepRecord,
+  tryParseWorkflowResultRecord,
+  type WorkflowCompletion,
+} from "@uncaged/workflow";
+
+import { printCliError, printCliLine } from "./cli-output.js";
+import { pathExists } from "./fs-utils.js";
+import type { ParsedLiveArgv } from "./live-argv.js";
+import { findLatestThreadDataPath, resolveThreadDataPath } from "./thread-scan.js";
+
+export const LIVE_CONTENT_MAX_LINES = 10;
+
+export type LiveRoleRow = {
+  role: string;
+  content: string;
+  meta: Record<string, unknown>;
+  timestamp: number;
+};
+
+export function formatLiveTimeLabel(timestampMs: number): string {
+  const d = new Date(timestampMs);
+  const hh = String(d.getHours()).padStart(2, "0");
+  const mm = String(d.getMinutes()).padStart(2, "0");
+  const ss = String(d.getSeconds()).padStart(2, "0");
+  return `${hh}:${mm}:${ss}`;
+}
+
+function shouldUseColor(): boolean {
+  return process.stdout.isTTY === true && process.env.NO_COLOR === undefined;
+}
+
+function highlightLiveRole(name: string): string {
+  if (!shouldUseColor()) {
+    return name;
+  }
+  return `\x1b[1m\x1b[36m${name}\x1b[0m`;
+}
+
+function dimGreyLine(line: string): string {
+  if (!shouldUseColor()) {
+    return line;
+  }
+  return `\x1b[2m\x1b[90m${line}\x1b[0m`;
+}
+
+export function formatLiveDebugLine(timestampMs: number, tag: string, message: string): string {
+  const label = `[${formatLiveTimeLabel(timestampMs)}] [${tag}] ${message.replace(/\n/g, " ")}`;
+  return dimGreyLine(label);
+}
+
+export function renderLiveRoleStepLines(row: LiveRoleRow, roleDisplay: string): string[] {
+  const header = `[${formatLiveTimeLabel(row.timestamp)}] ▶ ${roleDisplay}`;
+  const lines: string[] = [header];
+  const parts = row.content.split("\n");
+  const shown = parts.slice(0, LIVE_CONTENT_MAX_LINES);
+  for (const ln of shown) {
+    lines.push(`  ${ln}`);
+  }
+  const omitted = parts.length - shown.length;
+  if (omitted > 0) {
+    lines.push(`  … (${omitted} more line${omitted === 1 ? "" : "s"})`);
+  }
+  lines.push(`  meta: ${JSON.stringify(row.meta)}`);
+  return lines;
+}
+
+function printSummary(result: WorkflowCompletion): void {
+  printCliLine(`completed: returnCode=${result.returnCode} — ${result.summary}`);
+}
+
+type LiveSessionState = {
+  sawStart: boolean;
+  completed: boolean;
+  carry: string;
+  contentOffset: number;
+};
+
+type InfoLiveState = {
+  carry: string;
+  contentOffset: number;
+};
+
+function tryParseInfoRecord(obj: Record<string, unknown>): {
+  tag: string;
+  content: string;
+  timestamp: number;
+} | null {
+  const tag = obj.tag;
+  const content = obj.content;
+  const timestamp = obj.timestamp;
+  if (
+    typeof tag !== "string" ||
+    typeof content !== "string" ||
+    typeof timestamp !== "number" ||
+    !Number.isFinite(timestamp)
+  ) {
+    return null;
+  }
+  return { tag, content, timestamp };
+}
+
+async function handleJsonlLine(
+  rawLine: string,
+  state: LiveSessionState,
+  roleFilter: string | null,
+  cas: CasStore,
+): Promise<{ parseError: string | null; workflowResult: WorkflowCompletion | null }> {
+  const trimmed = rawLine.trim();
+  if (trimmed === "") {
+    return { parseError: null, workflowResult: null };
+  }
+
+  let rec: unknown;
+  try {
+    rec = JSON.parse(trimmed) as unknown;
+  } catch {
+    return { parseError: "invalid JSON in thread data file", workflowResult: null };
+  }
+  if (rec === null || typeof rec !== "object") {
+    return { parseError: "invalid record in thread data file", workflowResult: null };
+  }
+  const obj = rec as Record<string, unknown>;
+
+  if (!state.sawStart) {
+    state.sawStart = true;
+    return { parseError: null, workflowResult: null };
+  }
+
+  const wf = tryParseWorkflowResultRecord(obj);
+  if (wf !== null) {
+    state.completed = true;
+    return { parseError: null, workflowResult: wf };
+  }
+
+  const roleRow = tryParseRoleStepRecord(obj);
+  if (roleRow === null) {
+    return {
+      parseError: "unrecognized record in thread data (expected role step or result)",
+      workflowResult: null,
+    };
+  }
+
+  if (roleFilter !== null && roleRow.role !== roleFilter) {
+    return { parseError: null, workflowResult: null };
+  }
+
+  const payload = await getContentMerklePayload(cas, roleRow.contentHash);
+  const content =
+    payload !== null ? payload : `(content not in CAS; contentHash=${roleRow.contentHash})`;
+
+  const row: LiveRoleRow = {
+    role: roleRow.role,
+    content,
+    meta: roleRow.meta,
+    timestamp: roleRow.timestamp,
+  };
+  for (const outLine of renderLiveRoleStepLines(row, highlightLiveRole(row.role))) {
+    printCliLine(outLine);
+  }
+  return { parseError: null, workflowResult: null };
+}
+
+async function pumpNewContent(
+  dataPath: string,
+  state: LiveSessionState,
+  roleFilter: string | null,
+  cas: CasStore,
+): Promise<number | null> {
+  let text: string;
+  try {
+    text = await readFile(dataPath, "utf8");
+  } catch {
+    return null;
+  }
+
+  if (text.length < state.contentOffset) {
+    state.contentOffset = 0;
+    state.carry = "";
+  }
+
+  const chunk = text.slice(state.contentOffset);
+  state.contentOffset = text.length;
+  state.carry += chunk;
+
+  const parts = state.carry.split("\n");
+  state.carry = parts.pop() ?? "";
+
+  for (const line of parts) {
+    const { parseError, workflowResult } = await handleJsonlLine(line, state, roleFilter, cas);
+    if (parseError !== null) {
+      printCliError(parseError);
+      return 1;
+    }
+    if (workflowResult !== null) {
+      printSummary(workflowResult);
+      return 0;
+    }
+  }
+
+  return null;
+}
+
+async function pumpNewInfoContent(infoPath: string, state: InfoLiveState): Promise<void> {
+  let text: string;
+  try {
+    text = await readFile(infoPath, "utf8");
+  } catch {
+    return;
+  }
+
+  if (text.length < state.contentOffset) {
+    state.contentOffset = 0;
+    state.carry = "";
+  }
+
+  const chunk = text.slice(state.contentOffset);
+  state.contentOffset = text.length;
+  state.carry += chunk;
+
+  const parts = state.carry.split("\n");
+  state.carry = parts.pop() ?? "";
+
+  for (const line of parts) {
+    const trimmed = line.trim();
+    if (trimmed === "") {
+      continue;
+    }
+    let rec: unknown;
+    try {
+      rec = JSON.parse(trimmed) as unknown;
+    } catch {
+      continue;
+    }
+    if (rec === null || typeof rec !== "object") {
+      continue;
+    }
+    const parsed = tryParseInfoRecord(rec as Record<string, unknown>);
+    if (parsed === null) {
+      continue;
+    }
+    printCliLine(formatLiveDebugLine(parsed.timestamp, parsed.tag, parsed.content));
+  }
+}
+
+type WatchPumpTask = {
+  path: string;
+  pump: () => Promise<number | null>;
+};
+
+async function runWatchPumpStep(
+  settled: () => boolean,
+  pump: () => Promise<number | null>,
+  closeAll: () => void,
+  finish: (code: number) => void,
+): Promise<void> {
+  if (settled()) {
+    return;
+  }
+  try {
+    const code = await pump();
+    if (code !== null) {
+      closeAll();
+      finish(code);
+    }
+  } catch (e) {
+    closeAll();
+    throw e instanceof Error ? e : new Error(String(e));
+  }
+}
+
+function watchLivePaths(params: { tasks: WatchPumpTask[]; signal: AbortSignal }): Promise<number> {
+  const { tasks, signal } = params;
+
+  return new Promise((resolve, reject) => {
+    let settled = false;
+    const finish = (code: number): void => {
+      if (settled) {
+        return;
+      }
+      settled = true;
+      resolve(code);
+    };
+
+    const pumpChains = new Map<string, Promise<void>>();
+    for (const t of tasks) {
+      pumpChains.set(t.path, Promise.resolve());
+    }
+
+    const watchers: ReturnType<typeof watch>[] = [];
+
+    const closeAll = (): void => {
+      for (const w of watchers) {
+        w.close();
+      }
+    };
+
+    function schedulePump(path: string, pump: () => Promise<number | null>): void {
+      const prev = pumpChains.get(path) ?? Promise.resolve();
+      const next = (async () => {
+        await prev;
+        await runWatchPumpStep(() => settled, pump, closeAll, finish);
+      })();
+      pumpChains.set(path, next);
+    }
+
+    for (const { path, pump } of tasks) {
+      const watcher = watch(path, (eventType) => {
+        if (eventType === "rename") {
+          return;
+        }
+        schedulePump(path, pump);
+      });
+      watchers.push(watcher);
+      watcher.on("error", (err: Error) => {
+        closeAll();
+        reject(err);
+      });
+    }
+
+    const onAbort = (): void => {
+      closeAll();
+      finish(0);
+    };
+    signal.addEventListener("abort", onAbort, { once: true });
+
+    for (const { path, pump } of tasks) {
+      schedulePump(path, pump);
+    }
+  });
+}
+
+type LiveThreadTarget = {
+  threadId: string;
+  dataPath: string;
+};
+
+async function resolveLiveThreadTarget(
+  storageRoot: string,
+  parsed: ParsedLiveArgv,
+): Promise<LiveThreadTarget | null> {
+  if (parsed.latest) {
+    const found = await findLatestThreadDataPath(storageRoot);
+    if (found === null) {
+      printCliError("live: no threads found");
+      return null;
+    }
+    return found;
+  }
+
+  const id = parsed.threadId;
+  if (id === null) {
+    printCliError("live: internal error: missing thread id");
+    return null;
+  }
+  const resolved = await resolveThreadDataPath(storageRoot, id);
+  if (resolved === null) {
+    printCliError(`thread not found: ${id}`);
+    return null;
+  }
+  return { threadId: id, dataPath: resolved };
+}
+
+async function buildLiveWatchTasks(params: {
+  dataPath: string;
+  infoPath: string;
+  debug: boolean;
+  dataState: LiveSessionState;
+  infoState: InfoLiveState;
+  roleFilter: string | null;
+  cas: CasStore;
+}): Promise<WatchPumpTask[]> {
+  const { dataPath, infoPath, debug, dataState, infoState, roleFilter, cas } = params;
+  const tasks: WatchPumpTask[] = [
+    {
+      path: dataPath,
+      pump: () => pumpNewContent(dataPath, dataState, roleFilter, cas),
+    },
+  ];
+
+  if (debug && (await pathExists(infoPath))) {
+    tasks.push({
+      path: infoPath,
+      pump: async () => {
+        await pumpNewInfoContent(infoPath, infoState);
+        return null;
+      },
+    });
+  }
+
+  return tasks;
+}
+
+export async function cmdLive(storageRoot: string, parsed: ParsedLiveArgv): Promise<number> {
+  const target = await resolveLiveThreadTarget(storageRoot, parsed);
+  if (target === null) {
+    return 1;
+  }
+
+  const { threadId, dataPath } = target;
+  const roleFilter = parsed.role;
+  const infoPath = join(dirname(dataPath), `${threadId}.info.jsonl`);
+  const cas = createCasStore(getGlobalCasDir(storageRoot));
+
+  const dataState: LiveSessionState = {
+    sawStart: false,
+    completed: false,
+    carry: "",
+    contentOffset: 0,
+  };
+
+  const infoState: InfoLiveState = {
+    carry: "",
+    contentOffset: 0,
+  };
+
+  const controller = new AbortController();
+  const onSigInt = (): void => {
+    controller.abort();
+  };
+  process.on("SIGINT", onSigInt);
+
+  try {
+    const firstData = await pumpNewContent(dataPath, dataState, roleFilter, cas);
+    if (firstData === 1) {
+      return 1;
+    }
+
+    if (parsed.debug && (await pathExists(infoPath))) {
+      await pumpNewInfoContent(infoPath, infoState);
+    }
+
+    if (firstData === 0 || dataState.completed) {
+      return 0;
+    }
+
+    const tasks = await buildLiveWatchTasks({
+      dataPath,
+      infoPath,
+      debug: parsed.debug,
+      dataState,
+      infoState,
+      roleFilter,
+      cas,
+    });
+
+    return await watchLivePaths({ tasks, signal: controller.signal });
+  } catch (e) {
+    const message = e instanceof Error ? e.message : String(e);
+    printCliError(`live: ${message}`);
+    return 1;
+  } finally {
+    process.off("SIGINT", onSigInt);
+  }
+}

packages/cli-workflow/src/cmd-rollback.ts

@@ -44,6 +44,7 @@ export async function cmdRollback(
   }
 
   const nextRegistry = {
+    config: reg.value.config,
     workflows: { ...reg.value.workflows, [name]: rolled.value },
   };
   const written = await writeWorkflowRegistry(storageRoot, nextRegistry);

packages/cli-workflow/src/cmd-run.ts

@@ -46,7 +46,7 @@ export async function cmdRun(
       threadId,
       workflowName: name,
       prompt,
-      options: { maxRounds },
+      options: { maxRounds, depth: 0 },
     },
     { awaitResponseLine: false },
   );

packages/cli-workflow/src/live-argv.ts

@@ -0,0 +1,75 @@
+import { err, ok, type Result } from "@uncaged/workflow";
+
+export type ParsedLiveArgv = {
+  threadId: string | null;
+  latest: boolean;
+  debug: boolean;
+  role: string | null;
+};
+
+type LiveArgvScan = {
+  latest: boolean;
+  debug: boolean;
+  role: string | null;
+  threadId: string | null;
+};
+
+function applyLiveArgvToken(argv: string[], i: number, s: LiveArgvScan): Result<number, string> {
+  const a = argv[i];
+  if (a === "--latest") {
+    s.latest = true;
+    return ok(i + 1);
+  }
+  if (a === "--debug") {
+    s.debug = true;
+    return ok(i + 1);
+  }
+  if (a === "--role") {
+    const v = argv[i + 1];
+    if (v === undefined || v.startsWith("--")) {
+      return err("missing value for --role");
+    }
+    s.role = v;
+    return ok(i + 2);
+  }
+  if (a.startsWith("--")) {
+    return err(`unknown live flag: ${a}`);
+  }
+  if (s.threadId !== null) {
+    return err("unexpected extra argument");
+  }
+  s.threadId = a;
+  return ok(i + 1);
+}
+
+export function parseLiveArgv(argv: string[]): Result<ParsedLiveArgv, string> {
+  const s: LiveArgvScan = {
+    latest: false,
+    debug: false,
+    role: null,
+    threadId: null,
+  };
+
+  let i = 0;
+  while (i < argv.length) {
+    const step = applyLiveArgvToken(argv, i, s);
+    if (!step.ok) {
+      return step;
+    }
+    i = step.value;
+  }
+
+  if (s.latest && s.threadId !== null) {
+    return err("live --latest does not take <thread-id>");
+  }
+  if (!s.latest && s.threadId === null) {
+    return err("live requires <thread-id> or --latest");
+  }
+
+  return ok({
+    threadId: s.threadId,
+    latest: s.latest,
+    debug: s.debug,
+    role: s.role,
+  });
+}

packages/cli-workflow/src/thread-scan.ts

@@ -1,4 +1,4 @@
-import { readdir } from "node:fs/promises";
+import { readdir, stat } from "node:fs/promises";
 import { join } from "node:path";
 
 import { pathExists, readTextFileIfExists } from "./fs-utils.js";
@@ -15,6 +15,28 @@ export type HistoricalThreadRow = {
   workflowName: string | null;
 };
 
+async function readThreadStartTimestampMs(dataPath: string): Promise<number | null> {
+  const text = await readTextFileIfExists(dataPath);
+  if (text === null) {
+    return null;
+  }
+  const firstLine = text.split("\n")[0];
+  if (firstLine === undefined || firstLine.trim() === "") {
+    return null;
+  }
+  let parsed: unknown;
+  try {
+    parsed = JSON.parse(firstLine) as unknown;
+  } catch {
+    return null;
+  }
+  if (parsed === null || typeof parsed !== "object") {
+    return null;
+  }
+  const ts = (parsed as Record<string, unknown>).timestamp;
+  return typeof ts === "number" && Number.isFinite(ts) ? ts : null;
+}
+
 async function readWorkflowNameFromDataJsonl(dataPath: string): Promise<string | null> {
   const text = await readTextFileIfExists(dataPath);
   if (text === null) {
@@ -124,6 +146,50 @@ export async function listHistoricalThreads(
   return out;
 }
 
+/**
+ * Picks the thread whose `.data.jsonl` is newest by start-record `timestamp`,
+ * falling back to file `mtime` when the timestamp is missing.
+ * Tie-breaker: larger `mtime` wins when start timestamps are equal.
+ */
+export async function findLatestThreadDataPath(
+  storageRoot: string,
+): Promise<{ threadId: string; dataPath: string } | null> {
+  const threads = await listHistoricalThreads(storageRoot, null);
+  if (threads.length === 0) {
+    return null;
+  }
+
+  let best: {
+    threadId: string;
+    dataPath: string;
+    primary: number;
+    secondary: number;
+  } | null = null;
+
+  for (const t of threads) {
+    const dataPath = join(storageRoot, "logs", t.hash, `${t.threadId}.data.jsonl`);
+    let mtimeMs = 0;
+    try {
+      const st = await stat(dataPath);
+      mtimeMs = st.mtimeMs;
+    } catch {
+      continue;
+    }
+    const startTs = await readThreadStartTimestampMs(dataPath);
+    const primary = startTs !== null ? startTs : mtimeMs;
+    const secondary = mtimeMs;
+    if (
+      best === null ||
+      primary > best.primary ||
+      (primary === best.primary && secondary > best.secondary)
+    ) {
+      best = { threadId: t.threadId, dataPath, primary, secondary };
+    }
+  }
+
+  return best === null ? null : { threadId: best.threadId, dataPath: best.dataPath };
+}
+
 export async function resolveThreadDataPath(
   storageRoot: string,
   threadId: string,

packages/workflow-agent-cursor/src/index.ts

@@ -54,7 +54,7 @@ export function createCursorAgent(config: CursorAgentConfig): AgentFn {
       "From the thread context, determine the absolute filesystem path where the project/repository is located.",
       extractCtx,
     );
-    const fullPrompt = buildAgentPrompt(ctx);
+    const fullPrompt = await buildAgentPrompt(ctx);
     const args = [
       "-p",
       fullPrompt,

packages/workflow-agent-hermes/src/index.ts

@@ -35,7 +35,7 @@ export function createHermesAgent(config: HermesAgentConfig): AgentFn {
   const timeoutMs = config.timeout;
 
   return async (ctx) => {
-    const fullPrompt = buildAgentPrompt(ctx);
+    const fullPrompt = await buildAgentPrompt(ctx);
     const args = [
       "chat",
       "-q",

packages/workflow-agent-llm/__tests__/create-llm-adapter.test.ts

@@ -1,8 +1,14 @@
 import { describe, expect, test } from "bun:test";
-import { START, type ThreadContext } from "@uncaged/workflow";
+import { mkdtempSync } from "node:fs";
+import { tmpdir } from "node:os";
+import { join } from "node:path";
+import { createCasStore, START, type ThreadContext } from "@uncaged/workflow";
 
 import { createLlmAdapter } from "../src/create-llm-adapter.js";
 
+const casDir = mkdtempSync(join(tmpdir(), "wf-llm-adapter-cas-"));
+const testCas = createCasStore(casDir);
+
 function makeCtx(userContent: string): ThreadContext {
   return {
     start: {
@@ -11,9 +17,11 @@ function makeCtx(userContent: string): ThreadContext {
       meta: { maxRounds: 10 },
       timestamp: 1,
     },
+    depth: 0,
     steps: [],
     threadId: "01TEST000000000000000000TR",
     currentRole: { name: "planner", systemPrompt: "system instructions" },
+    cas: testCas,
   };
 }
 

packages/workflow-role-coder/src/coder.ts

@@ -39,4 +39,5 @@ export const coderRole: RoleDefinition<CoderMeta> = {
     "Extract completedPhase: the planner phase hash finished this round (exact hash string from the plan). If multiple phases were finished in one round, use the last finished phase hash. Extract filesChanged and a summary of the work.",
   schema: coderMetaSchema,
   extractRefs: (meta) => [meta.completedPhase],
+  extractMode: "single",
 };

packages/workflow-role-committer/src/committer.ts

@@ -21,15 +21,16 @@ export const committerMetaSchema = z.discriminatedUnion("status", [
 
 export type CommitterMeta = z.infer<typeof committerMetaSchema>;
 
-const COMMITTER_SYSTEM = `You are the git committer. Create a branch, commit the changes, and push.
+const COMMITTER_SYSTEM = `You are the git committer. Create a branch and commit the changes.
 Report the branch name and commit SHA. On failure, classify as recoverable or unrecoverable.
 Do not attempt to fix failures yourself.`;
 
 export const committerRole: RoleDefinition<CommitterMeta> = {
-  description: "Creates branch, commits, and pushes when review passes.",
+  description: "Creates a branch and commits changes.",
   systemPrompt: COMMITTER_SYSTEM,
   extractPrompt:
     "Extract the commit result: committed (with branch and SHA), recoverable failure, or unrecoverable failure. Include error details and log references if applicable.",
   schema: committerMetaSchema,
   extractRefs: null,
+  extractMode: "single",
 };

packages/workflow-role-planner/src/planner.ts

@@ -50,4 +50,5 @@ export const plannerRole: RoleDefinition<PlannerMeta> = {
     "Extract the implementation phases from the agent's output. Each phase has a hash (the CAS content-hash returned by the cas put command) and a title (one-line summary).",
   schema: plannerMetaSchema,
   extractRefs: (meta) => meta.phases.map((p) => p.hash),
+  extractMode: "single",
 };

packages/workflow-role-preparer/src/preparer.ts

@@ -48,4 +48,5 @@ export const preparerRole: RoleDefinition<PreparerMeta> = {
     "Extract repoPath (absolute path), defaultBranch, conventions (summary string or null), and toolchain (packageManager, testCommand, lintCommand, buildCommand — each string or null).",
   schema: preparerMetaSchema,
   extractRefs: null,
+  extractMode: "single",
 };

packages/workflow-role-reviewer/src/reviewer.ts

@@ -22,4 +22,5 @@ export const reviewerRole: RoleDefinition<ReviewerMeta> = {
     "Extract the review verdict: approved or rejected. If rejected, list the blocking issues.",
   schema: reviewerMetaSchema,
   extractRefs: null,
+  extractMode: "single",
 };

packages/workflow-role-tester/package.json

@@ -0,0 +1,15 @@
+{
+  "name": "@uncaged/workflow-role-tester",
+  "version": "0.1.0",
+  "type": "module",
+  "main": "src/index.ts",
+  "types": "src/index.ts",
+  "scripts": {
+    "build": "echo 'TODO'",
+    "test": "bun test"
+  },
+  "dependencies": {
+    "@uncaged/workflow": "workspace:*",
+    "zod": "^4.0.0"
+  }
+}

packages/workflow-role-tester/src/index.ts

@@ -0,0 +1 @@
+export { type TesterMeta, testerMetaSchema, testerRole } from "./tester.js";

packages/workflow-role-tester/src/tester.ts

@@ -0,0 +1,27 @@
+import type { RoleDefinition } from "@uncaged/workflow";
+import * as z from "zod/v4";
+
+export const testerMetaSchema = z.discriminatedUnion("status", [
+  z.object({
+    status: z.literal("passed"),
+    details: z.string(),
+  }),
+  z.object({
+    status: z.literal("failed"),
+    details: z.string(),
+  }),
+]);
+
+export type TesterMeta = z.infer<typeof testerMetaSchema>;
+
+const TESTER_SYSTEM = `You are a tester. Run the project's test suite, build, and lint commands. Check what commands are available from the preparer's output in the thread. Report pass/fail with details of what failed.`;
+
+export const testerRole: RoleDefinition<TesterMeta> = {
+  description: "Runs test, build, and lint commands and reports pass or fail with details.",
+  systemPrompt: TESTER_SYSTEM,
+  extractPrompt:
+    "Extract the verification result: passed with summary details, or failed with details of what broke.",
+  schema: testerMetaSchema,
+  extractRefs: null,
+  extractMode: "single",
+};

packages/workflow-role-tester/tsconfig.json

@@ -0,0 +1,10 @@
+{
+  "extends": "../../tsconfig.json",
+  "compilerOptions": {
+    "rootDir": "src",
+    "outDir": "dist",
+    "composite": true
+  },
+  "include": ["src/**/*.ts"],
+  "references": [{ "path": "../workflow" }]
+}

packages/workflow-template-develop/__tests__/develop-template.test.ts

@@ -0,0 +1,260 @@
+import { describe, expect, test } from "bun:test";
+import {
+  END,
+  type ModeratorContext,
+  type RoleStep,
+  START,
+  validateWorkflowDescriptor,
+} from "@uncaged/workflow";
+
+import type { CommitterMeta } from "@uncaged/workflow-role-committer";
+import type { PlannerMeta } from "@uncaged/workflow-role-planner";
+
+import { buildDevelopDescriptor } from "../src/descriptor.js";
+import { developModerator } from "../src/index.js";
+import type { DevelopMeta } from "../src/roles.js";
+
+const DEFAULT_PHASES: PlannerMeta["phases"] = [
+  {
+    hash: "4KNMR2PX",
+    title: "Do the work",
+  },
+];
+
+function makeStart(maxRounds: number): ModeratorContext<DevelopMeta>["start"] {
+  return {
+    role: START,
+    content: "Implement the feature",
+    meta: { maxRounds },
+    timestamp: 0,
+  };
+}
+
+function makeCtx(
+  maxRounds: number,
+  steps: ModeratorContext<DevelopMeta>["steps"],
+): ModeratorContext<DevelopMeta> {
+  return {
+    threadId: "01TEST000000000000000000TR",
+    depth: 0,
+    start: makeStart(maxRounds),
+    steps,
+  };
+}
+
+function plannerStep(phases: PlannerMeta["phases"] = DEFAULT_PHASES): RoleStep<DevelopMeta> {
+  return {
+    role: "planner",
+    contentHash: "STUBHASHPLANNER001",
+    meta: { phases },
+    refs: phases.map((p) => p.hash),
+    timestamp: 1,
+  };
+}
+
+function coderStep(completedPhase = "4KNMR2PX"): RoleStep<DevelopMeta> {
+  return {
+    role: "coder",
+    contentHash: "STUBHASHCODER00001",
+    meta: { completedPhase, filesChanged: ["a.ts"], summary: "implemented" },
+    refs: [completedPhase],
+    timestamp: 2,
+  };
+}
+
+function reviewerStep(approved: boolean): RoleStep<DevelopMeta> {
+  return {
+    role: "reviewer",
+    contentHash: "STUBHASHREVIEWER01",
+    meta: approved
+      ? { status: "approved" as const }
+      : { status: "rejected" as const, issues: ["needs fix"] },
+    refs: [],
+    timestamp: 3,
+  };
+}
+
+function testerStep(passed: boolean): RoleStep<DevelopMeta> {
+  return {
+    role: "tester",
+    contentHash: "STUBHASHTESTER01",
+    meta: passed
+      ? { status: "passed" as const, details: "all checks passed" }
+      : { status: "failed" as const, details: "lint failed" },
+    refs: [],
+    timestamp: 4,
+  };
+}
+
+function committerStep(meta: CommitterMeta): RoleStep<DevelopMeta> {
+  return {
+    role: "committer",
+    contentHash: "STUBHASHCOMMITTER1",
+    meta,
+    refs: [],
+    timestamp: 5,
+  };
+}
+
+describe("developModerator", () => {
+  test("routes initial → planner → coder → reviewer → tester → committer → END", () => {
+    expect(developModerator(makeCtx(20, []))).toBe("planner");
+    expect(developModerator(makeCtx(20, [plannerStep()]))).toBe("coder");
+    expect(developModerator(makeCtx(20, [plannerStep(), coderStep()]))).toBe("reviewer");
+    expect(developModerator(makeCtx(20, [plannerStep(), coderStep(), reviewerStep(true)]))).toBe(
+      "tester",
+    );
+    expect(
+      developModerator(
+        makeCtx(20, [plannerStep(), coderStep(), reviewerStep(true), testerStep(true)]),
+      ),
+    ).toBe("committer");
+    expect(
+      developModerator(
+        makeCtx(20, [
+          plannerStep(),
+          coderStep(),
+          reviewerStep(true),
+          testerStep(true),
+          committerStep({ status: "committed", branch: "feat/x", commitSha: "abc1234" }),
+        ]),
+      ),
+    ).toBe(END);
+  });
+
+  test("reviewer rejects → coder retry when budget allows", () => {
+    const steps: ModeratorContext<DevelopMeta>["steps"] = [
+      plannerStep(),
+      coderStep(),
+      reviewerStep(false),
+    ];
+    expect(developModerator(makeCtx(20, steps))).toBe("coder");
+  });
+
+  test("reviewer rejects → END when max rounds exhausted", () => {
+    const steps: ModeratorContext<DevelopMeta>["steps"] = [
+      plannerStep(),
+      coderStep(),
+      reviewerStep(false),
+    ];
+    expect(developModerator(makeCtx(4, steps))).toBe(END);
+  });
+
+  test("tester failed → coder retry when budget allows", () => {
+    const steps: ModeratorContext<DevelopMeta>["steps"] = [
+      plannerStep(),
+      coderStep(),
+      reviewerStep(true),
+      testerStep(false),
+    ];
+    expect(developModerator(makeCtx(20, steps))).toBe("coder");
+  });
+
+  test("tester failed → END when max rounds exhausted", () => {
+    const steps: ModeratorContext<DevelopMeta>["steps"] = [
+      plannerStep(),
+      coderStep(),
+      reviewerStep(true),
+      testerStep(false),
+    ];
+    expect(developModerator(makeCtx(5, steps))).toBe(END);
+  });
+
+  test("multiple planner phases → coder until all complete, then reviewer", () => {
+    const phases: PlannerMeta["phases"] = [
+      { hash: "AA000001", title: "first phase" },
+      { hash: "AA000002", title: "second phase" },
+    ];
+    expect(developModerator(makeCtx(20, [plannerStep(phases)]))).toBe("coder");
+    expect(developModerator(makeCtx(20, [plannerStep(phases), coderStep("AA000001")]))).toBe(
+      "coder",
+    );
+    expect(
+      developModerator(
+        makeCtx(20, [plannerStep(phases), coderStep("AA000001"), coderStep("AA000002")]),
+      ),
+    ).toBe("reviewer");
+  });
+
+  test("one-shot coder reports only last phase hash → reviewer (moderator treats as all phases done)", () => {
+    const phases: PlannerMeta["phases"] = [
+      { hash: "BB000001", title: "setup branch" },
+      { hash: "BB000002", title: "write tests" },
+      { hash: "BB000003", title: "verify" },
+      { hash: "BB000004", title: "polish" },
+    ];
+    expect(developModerator(makeCtx(20, [plannerStep(phases), coderStep("BB000004")]))).toBe(
+      "reviewer",
+    );
+  });
+
+  test("unrecognised completedPhase hash → coder retry when budget allows", () => {
+    const phases: PlannerMeta["phases"] = [
+      { hash: "CC000001", title: "first phase" },
+      { hash: "CC000002", title: "second phase" },
+    ];
+    expect(developModerator(makeCtx(20, [plannerStep(phases), coderStep("all-done")]))).toBe(
+      "coder",
+    );
+  });
+
+  test("incomplete phases → END when max rounds exhausted", () => {
+    const phases: PlannerMeta["phases"] = [
+      { hash: "DD000001", title: "first phase" },
+      { hash: "DD000002", title: "second phase" },
+    ];
+    const steps: ModeratorContext<DevelopMeta>["steps"] = [
+      plannerStep(phases),
+      coderStep("DD000001"),
+    ];
+    expect(developModerator(makeCtx(3, steps))).toBe(END);
+  });
+
+  test("committer → END for any committer meta status", () => {
+    const committed = committerStep({ status: "committed", branch: "f", commitSha: "x" });
+    const recoverable = committerStep({
+      status: "recoverable",
+      error: "merge conflict",
+      logRef: null,
+    });
+    const unrecoverable = committerStep({
+      status: "unrecoverable",
+      error: "repo missing",
+      logRef: "log1",
+    });
+    const base: ModeratorContext<DevelopMeta>["steps"] = [
+      plannerStep(),
+      coderStep(),
+      reviewerStep(true),
+      testerStep(true),
+    ];
+    expect(developModerator(makeCtx(20, [...base, committed]))).toBe(END);
+    expect(developModerator(makeCtx(20, [...base, recoverable]))).toBe(END);
+    expect(developModerator(makeCtx(20, [...base, unrecoverable]))).toBe(END);
+  });
+});
+
+describe("buildDevelopDescriptor", () => {
+  test("lists all roles with schemas that validate", () => {
+    const descriptor = buildDevelopDescriptor();
+    const validated = validateWorkflowDescriptor(descriptor);
+    expect(validated.ok).toBe(true);
+    if (!validated.ok) {
+      throw new Error(validated.error);
+    }
+    expect(Object.keys(validated.value.roles).sort()).toEqual([
+      "coder",
+      "committer",
+      "planner",
+      "reviewer",
+      "tester",
+    ]);
+    for (const key of ["planner", "coder", "reviewer", "tester", "committer"] as const) {
+      const role = validated.value.roles[key];
+      expect(role).toBeDefined();
+      expect(typeof role.schema).toBe("object");
+      expect(role.schema).not.toBeNull();
+      expect(Array.isArray(role.schema)).toBe(false);
+    }
+  });
+});

packages/workflow-template-develop/package.json

@@ -0,0 +1,19 @@
+{
+  "name": "@uncaged/workflow-template-develop",
+  "version": "0.1.0",
+  "type": "module",
+  "main": "src/index.ts",
+  "types": "src/index.ts",
+  "scripts": {
+    "build": "echo 'TODO'",
+    "test": "bun test"
+  },
+  "dependencies": {
+    "@uncaged/workflow": "workspace:*",
+    "@uncaged/workflow-role-coder": "workspace:*",
+    "@uncaged/workflow-role-committer": "workspace:*",
+    "@uncaged/workflow-role-planner": "workspace:*",
+    "@uncaged/workflow-role-reviewer": "workspace:*",
+    "@uncaged/workflow-role-tester": "workspace:*"
+  }
+}

packages/workflow-template-develop/src/descriptor.ts

@@ -0,0 +1,12 @@
+import { buildDescriptor } from "@uncaged/workflow";
+
+import { developModerator } from "./moderator.js";
+import { DEVELOP_WORKFLOW_DESCRIPTION, developRoles } from "./roles.js";
+
+export function buildDevelopDescriptor() {
+  return buildDescriptor({
+    description: DEVELOP_WORKFLOW_DESCRIPTION,
+    roles: developRoles,
+    moderator: developModerator,
+  });
+}

packages/workflow-template-develop/src/index.ts

@@ -0,0 +1,60 @@
+import {
+  type AgentBinding,
+  createWorkflow,
+  type ExtractFn,
+  type LlmProvider,
+  type WorkflowDefinition,
+  type WorkflowFn,
+} from "@uncaged/workflow";
+
+import { developModerator } from "./moderator.js";
+import { DEVELOP_WORKFLOW_DESCRIPTION, type DevelopMeta, developRoles } from "./roles.js";
+
+export {
+  type CoderMeta,
+  coderMetaSchema,
+  coderRole,
+} from "@uncaged/workflow-role-coder";
+export {
+  type CommitterMeta,
+  committerMetaSchema,
+  committerRole,
+} from "@uncaged/workflow-role-committer";
+export {
+  type PlannerMeta,
+  phaseSchema,
+  plannerMetaSchema,
+  plannerRole,
+} from "@uncaged/workflow-role-planner";
+export {
+  type ReviewerMeta,
+  reviewerMetaSchema,
+  reviewerRole,
+} from "@uncaged/workflow-role-reviewer";
+export {
+  type TesterMeta,
+  testerMetaSchema,
+  testerRole,
+} from "@uncaged/workflow-role-tester";
+export { buildDevelopDescriptor } from "./descriptor.js";
+export { developModerator } from "./moderator.js";
+export {
+  DEVELOP_WORKFLOW_DESCRIPTION,
+  type DevelopMeta,
+  type DevelopRoles,
+  developRoles,
+} from "./roles.js";
+
+export const developWorkflowDefinition: WorkflowDefinition<DevelopMeta> = {
+  description: DEVELOP_WORKFLOW_DESCRIPTION,
+  roles: developRoles,
+  moderator: developModerator,
+};
+
+export function createDevelopRun(
+  binding: AgentBinding,
+  extract: ExtractFn,
+  llmProvider: LlmProvider | null,
+): WorkflowFn {
+  return createWorkflow(developWorkflowDefinition, binding, extract, llmProvider);
+}

packages/workflow-template-develop/src/moderator.ts

@@ -0,0 +1,89 @@
+import type { Moderator, ModeratorContext } from "@uncaged/workflow";
+import { END } from "@uncaged/workflow";
+
+import type { DevelopMeta } from "./roles.js";
+
+function coderFinishedAllPlannedPhases(
+  phases: ReadonlyArray<{ hash: string }>,
+  coderCompletedPhases: ReadonlyArray<string>,
+): boolean {
+  if (phases.length === 0) {
+    return true;
+  }
+  const plannedHashes = new Set(phases.map((p) => p.hash));
+  const lastHash = phases[phases.length - 1].hash;
+  const explicit = new Set(coderCompletedPhases.filter((h) => plannedHashes.has(h)));
+  if (phases.every((p) => explicit.has(p.hash))) {
+    return true;
+  }
+  if (coderCompletedPhases.some((h) => h === lastHash)) {
+    return true;
+  }
+  return false;
+}
+
+function nextAfterCoder(
+  ctx: ModeratorContext<DevelopMeta>,
+  maxRounds: number,
+): (keyof DevelopMeta & string) | typeof END {
+  const plannerStep = ctx.steps.find((s) => s.role === "planner");
+  if (plannerStep === undefined) {
+    return "reviewer";
+  }
+  const phases = plannerStep.meta.phases;
+  const coderCompletedPhases = ctx.steps
+    .filter((s) => s.role === "coder")
+    .map((s) => s.meta.completedPhase);
+  const allDone = coderFinishedAllPlannedPhases(phases, coderCompletedPhases);
+  if (allDone) {
+    return "reviewer";
+  }
+  if (ctx.steps.length < maxRounds - 1) {
+    return "coder";
+  }
+  return END;
+}
+
+export const developModerator: Moderator<DevelopMeta> = (ctx) => {
+  const maxRounds = ctx.start.meta.maxRounds;
+
+  if (ctx.steps.length === 0) {
+    return "planner";
+  }
+
+  const last = ctx.steps[ctx.steps.length - 1];
+
+  if (last.role === "planner") {
+    return "coder";
+  }
+
+  if (last.role === "coder") {
+    return nextAfterCoder(ctx, maxRounds);
+  }
+
+  if (last.role === "reviewer") {
+    if (last.meta.status === "approved") {
+      return "tester";
+    }
+    if (ctx.steps.length < maxRounds - 1) {
+      return "coder";
+    }
+    return END;
+  }
+
+  if (last.role === "tester") {
+    if (last.meta.status === "passed") {
+      return "committer";
+    }
+    if (ctx.steps.length < maxRounds - 1) {
+      return "coder";
+    }
+    return END;
+  }
+
+  if (last.role === "committer") {
+    return END;
+  }
+
+  return END;
+};

packages/workflow-template-develop/src/roles.ts

@@ -0,0 +1,29 @@
+import type { RoleDefinition } from "@uncaged/workflow";
+import { type CoderMeta, coderRole } from "@uncaged/workflow-role-coder";
+import { type CommitterMeta, committerRole } from "@uncaged/workflow-role-committer";
+import { type PlannerMeta, plannerRole } from "@uncaged/workflow-role-planner";
+import { type ReviewerMeta, reviewerRole } from "@uncaged/workflow-role-reviewer";
+import { type TesterMeta, testerRole } from "@uncaged/workflow-role-tester";
+
+export const DEVELOP_WORKFLOW_DESCRIPTION =
+  "Plan phases, implement incrementally, review, verify with tests/build/lint, and commit (planner → coder [repeat per phase] → reviewer → tester → committer).";
+
+export type DevelopMeta = {
+  planner: PlannerMeta;
+  coder: CoderMeta;
+  reviewer: ReviewerMeta;
+  tester: TesterMeta;
+  committer: CommitterMeta;
+};
+
+export type DevelopRoles = {
+  [K in keyof DevelopMeta]: RoleDefinition<DevelopMeta[K]>;
+};
+
+export const developRoles: DevelopRoles = {
+  planner: plannerRole,
+  coder: coderRole,
+  reviewer: reviewerRole,
+  tester: testerRole,
+  committer: committerRole,
+};

packages/workflow-template-develop/tsconfig.json

@@ -0,0 +1,17 @@
+{
+  "extends": "../../tsconfig.json",
+  "compilerOptions": {
+    "rootDir": "src",
+    "outDir": "dist",
+    "composite": true
+  },
+  "include": ["src/**/*.ts"],
+  "references": [
+    { "path": "../workflow" },
+    { "path": "../workflow-role-coder" },
+    { "path": "../workflow-role-committer" },
+    { "path": "../workflow-role-planner" },
+    { "path": "../workflow-role-reviewer" },
+    { "path": "../workflow-role-tester" }
+  ]
+}

packages/workflow-template-solve-issue/__tests__/solve-issue-template.test.ts

@@ -1,5 +1,9 @@
 import { afterEach, describe, expect, test } from "bun:test";
+import { mkdtemp, rm } from "node:fs/promises";
+import { tmpdir } from "node:os";
+import { join } from "node:path";
 import {
+  createCasStore,
   createExtract,
   END,
   type ModeratorContext,
@@ -104,6 +108,7 @@ function makeCtx(
 ): ModeratorContext<SolveIssueMeta> {
   return {
     threadId: "01TEST000000000000000000TR",
+    depth: 0,
     start: makeStart(maxRounds),
     steps,
   };
@@ -112,7 +117,7 @@ function makeCtx(
 function preparerStep(): RoleStep<SolveIssueMeta> {
   return {
     role: "preparer",
-    content: "prepared",
+    contentHash: "STUBHASHPREPARER01",
     meta: {
       repoPath: "/home/user/repos/test",
       defaultBranch: "main",
@@ -132,7 +137,7 @@ function preparerStep(): RoleStep<SolveIssueMeta> {
 function plannerStep(phases: PlannerMeta["phases"] = DEFAULT_PHASES): RoleStep<SolveIssueMeta> {
   return {
     role: "planner",
-    content: "plan",
+    contentHash: "STUBHASHPLANNER001",
     meta: { phases },
     refs: phases.map((p) => p.hash),
     timestamp: 1,
@@ -142,7 +147,7 @@ function plannerStep(phases: PlannerMeta["phases"] = DEFAULT_PHASES): RoleStep<S
 function coderStep(completedPhase = "4KNMR2PX"): RoleStep<SolveIssueMeta> {
   return {
     role: "coder",
-    content: "code",
+    contentHash: "STUBHASHCODER00001",
     meta: { completedPhase, filesChanged: ["a.ts"], summary: "fixed" },
     refs: [completedPhase],
     timestamp: 2,
@@ -152,7 +157,7 @@ function coderStep(completedPhase = "4KNMR2PX"): RoleStep<SolveIssueMeta> {
 function reviewerStep(approved: boolean): RoleStep<SolveIssueMeta> {
   return {
     role: "reviewer",
-    content: "rev",
+    contentHash: "STUBHASHREVIEWER01",
     meta: approved
       ? { status: "approved" as const }
       : { status: "rejected" as const, issues: ["needs fix"] },
@@ -164,7 +169,7 @@ function reviewerStep(approved: boolean): RoleStep<SolveIssueMeta> {
 function committerStep(): RoleStep<SolveIssueMeta> {
   return {
     role: "committer",
-    content: "commit",
+    contentHash: "STUBHASHCOMMITTER1",
     meta: { status: "committed", branch: "feat/issue-1", commitSha: "abc1234" },
     refs: [],
     timestamp: 4,
@@ -280,10 +285,15 @@ describe("solveIssueModerator", () => {
 
 describe("createSolveIssueRun", () => {
   let restoreFetch: (() => void) | null = null;
+  let casDir: string | undefined;
 
-  afterEach(() => {
+  afterEach(async () => {
     restoreFetch?.();
     restoreFetch = null;
+    if (casDir !== undefined) {
+      await rm(casDir, { recursive: true, force: true }).catch(() => {});
+      casDir = undefined;
+    }
   });
 
   test("structured extraction yields preparer then planner meta from mocked chat completions", async () => {
@@ -300,10 +310,13 @@ describe("createSolveIssueRun", () => {
     };
     restoreFetch = installMockChatCompletions([EXPECT_PREPARER_META, EXPECT_PLANNER_META]);
 
-    const run = createSolveIssueRun({ agent: async () => "" }, stubExtract);
+    casDir = await mkdtemp(join(tmpdir(), "solve-issue-cas-"));
+    const cas = createCasStore(casDir);
+
+    const run = createSolveIssueRun({ agent: async () => "" }, stubExtract, null);
     const gen = run(
       { prompt: "task", steps: [] },
-      { threadId: "01TEST000000000000000000TR", maxRounds: 20 },
+      { threadId: "01TEST000000000000000000TR", maxRounds: 20, depth: 0, cas },
     );
     const first = await gen.next();
     expect(first.done).toBe(false);
@@ -335,6 +348,9 @@ describe("createSolveIssueRun", () => {
       EXPECT_CODER_META,
     ]);
 
+    casDir = await mkdtemp(join(tmpdir(), "solve-issue-cas-"));
+    const cas = createCasStore(casDir);
+
     const calls: string[] = [];
     const run = createSolveIssueRun(
       {
@@ -358,10 +374,11 @@ describe("createSolveIssueRun", () => {
         },
       },
       stubExtract,
+      null,
     );
     const gen = run(
       { prompt: "task", steps: [] },
-      { threadId: "01TEST000000000000000000TR", maxRounds: 20 },
+      { threadId: "01TEST000000000000000000TR", maxRounds: 20, depth: 0, cas },
     );
     await gen.next();
     expect(calls).toEqual(["preparer"]);

packages/workflow-template-solve-issue/src/index.ts

@@ -2,6 +2,7 @@ import {
   type AgentBinding,
   createWorkflow,
   type ExtractFn,
+  type LlmProvider,
   type WorkflowDefinition,
   type WorkflowFn,
 } from "@uncaged/workflow";
@@ -50,6 +51,10 @@ export const solveIssueWorkflowDefinition: WorkflowDefinition<SolveIssueMeta> =
   moderator: solveIssueModerator,
 };
 
-export function createSolveIssueRun(binding: AgentBinding, extract: ExtractFn): WorkflowFn {
-  return createWorkflow(solveIssueWorkflowDefinition, binding, extract);
+export function createSolveIssueRun(
+  binding: AgentBinding,
+  extract: ExtractFn,
+  llmProvider: LlmProvider | null,
+): WorkflowFn {
+  return createWorkflow(solveIssueWorkflowDefinition, binding, extract, llmProvider);
 }

packages/workflow-util-agent/__tests__/build-agent-prompt.test.ts

@@ -1,5 +1,8 @@
-import { describe, expect, test } from "bun:test";
-import { START, type ThreadContext } from "@uncaged/workflow";
+import { afterEach, beforeEach, describe, expect, test } from "bun:test";
+import { mkdtemp, rm } from "node:fs/promises";
+import { tmpdir } from "node:os";
+import { join } from "node:path";
+import { createCasStore, putContentMerkleNode, START, type ThreadContext } from "@uncaged/workflow";
 
 import { buildAgentPrompt } from "../src/index.js";
 
@@ -13,36 +16,53 @@ function startTask(content: string): ThreadContext["start"] {
 }
 
 describe("buildAgentPrompt", () => {
-  test("includes system prompt and full task; omits tools when there are no steps", () => {
+  let casRoot: string;
+
+  beforeEach(async () => {
+    casRoot = await mkdtemp(join(tmpdir(), "wf-build-prompt-cas-"));
+  });
+
+  afterEach(async () => {
+    await rm(casRoot, { recursive: true, force: true });
+  });
+
+  test("includes system prompt and full task; omits tools when there are no steps", async () => {
+    const cas = createCasStore(casRoot);
     const ctx: ThreadContext = {
       start: startTask("fix the bug"),
+      depth: 0,
       steps: [],
       threadId: "01TEST000000000000000000TR",
       currentRole: { name: START, systemPrompt: "You are an agent." },
+      cas,
     };
-    const text = buildAgentPrompt(ctx);
+    const text = await buildAgentPrompt(ctx);
     expect(text).toContain("You are an agent.");
     expect(text).toContain("## Task");
     expect(text).toContain("fix the bug");
     expect(text).not.toContain("## Tools");
   });
 
-  test("single step shows full content and meta, and includes tools", () => {
+  test("single step shows full content and meta, and includes tools", async () => {
+    const cas = createCasStore(casRoot);
+    const onlyHash = await putContentMerkleNode(cas, "only step full body");
     const ctx: ThreadContext = {
       start: startTask("user task"),
+      depth: 0,
       threadId: "01TEST000000000000000000TR",
       currentRole: { name: "coder", systemPrompt: "Be helpful." },
+      cas,
       steps: [
         {
           role: "coder",
-          content: "only step full body",
+          contentHash: onlyHash,
           meta: { files: ["a.ts"] },
-          refs: [],
+          refs: [onlyHash],
           timestamp: 2,
         },
       ],
     };
-    const text = buildAgentPrompt(ctx);
+    const text = await buildAgentPrompt(ctx);
     expect(text).toContain("## Task");
     expect(text).toContain("user task");
     expect(text).toContain("## Step: coder");
@@ -52,29 +72,34 @@ describe("buildAgentPrompt", () => {
     expect(text).toContain("uncaged-workflow thread 01TEST000000000000000000TR");
   });
 
-  test("two or more steps: previous steps are meta-only; latest step is full", () => {
+  test("two or more steps: previous steps are meta-only; latest step is full", async () => {
+    const cas = createCasStore(casRoot);
+    const plannerHash = await putContentMerkleNode(cas, "PLANNER_SECRET_FULL_TEXT");
+    const coderHash = await putContentMerkleNode(cas, "last step full content");
     const ctx: ThreadContext = {
       start: startTask("first message full: task content here"),
+      depth: 0,
       threadId: "01TEST000000000000000000TR",
       currentRole: { name: "coder", systemPrompt: "System." },
+      cas,
       steps: [
         {
           role: "planner",
-          content: "PLANNER_SECRET_FULL_TEXT",
+          contentHash: plannerHash,
           meta: { plan: "short" },
-          refs: [],
+          refs: [plannerHash],
           timestamp: 2,
         },
         {
           role: "coder",
-          content: "last step full content",
+          contentHash: coderHash,
           meta: { done: true },
-          refs: [],
+          refs: [coderHash],
           timestamp: 3,
         },
       ],
     };
-    const text = buildAgentPrompt(ctx);
+    const text = await buildAgentPrompt(ctx);
     expect(text).toContain("first message full: task content here");
     expect(text).toContain("## Previous Steps");
     expect(text).toContain("### Step 1: planner");
@@ -87,36 +112,42 @@ describe("buildAgentPrompt", () => {
     expect(text).toContain("uncaged-workflow thread 01TEST000000000000000000TR");
   });
 
-  test("middle steps show meta summary only, not full content", () => {
+  test("middle steps show meta summary only, not full content", async () => {
+    const cas = createCasStore(casRoot);
+    const ha = await putContentMerkleNode(cas, "HIDDEN_A");
+    const hb = await putContentMerkleNode(cas, "HIDDEN_B_MIDDLE");
+    const hc = await putContentMerkleNode(cas, "VISIBLE_LAST");
     const ctx: ThreadContext = {
       start: startTask("start"),
+      depth: 0,
       threadId: "01TEST000000000000000000TR",
       currentRole: { name: "c", systemPrompt: "S" },
+      cas,
       steps: [
         {
           role: "a",
-          content: "HIDDEN_A",
+          contentHash: ha,
           meta: { n: 1 },
-          refs: [],
+          refs: [ha],
           timestamp: 2,
         },
         {
           role: "b",
-          content: "HIDDEN_B_MIDDLE",
+          contentHash: hb,
           meta: { n: 2 },
-          refs: [],
+          refs: [hb],
           timestamp: 3,
         },
         {
           role: "c",
-          content: "VISIBLE_LAST",
+          contentHash: hc,
           meta: { n: 3 },
-          refs: [],
+          refs: [hc],
           timestamp: 4,
         },
       ],
     };
-    const text = buildAgentPrompt(ctx);
+    const text = await buildAgentPrompt(ctx);
     expect(text).not.toContain("HIDDEN_A");
     expect(text).not.toContain("HIDDEN_B_MIDDLE");
     expect(text).toContain('Summary: {"n":1}');

packages/workflow-util-agent/src/build-agent-prompt.ts

@@ -1,7 +1,16 @@
 import type { AgentContext } from "@uncaged/workflow";
+import { getContentMerklePayload } from "@uncaged/workflow";
+
+async function resolveStepText(ctx: AgentContext, contentHash: string): Promise<string> {
+  const text = await getContentMerklePayload(ctx.cas, contentHash);
+  if (text === null) {
+    throw new Error(`buildAgentPrompt: missing CAS blob for ${contentHash}`);
+  }
+  return text;
+}
 
 /** Builds the full agent prompt: system instructions plus summarized thread history. */
-export function buildAgentPrompt(ctx: AgentContext): string {
+export async function buildAgentPrompt(ctx: AgentContext): Promise<string> {
   const lines: string[] = [];
   lines.push(ctx.currentRole.systemPrompt);
   lines.push("");
@@ -15,10 +24,11 @@ export function buildAgentPrompt(ctx: AgentContext): string {
 
   if (steps.length === 1) {
     const s = steps[0];
+    const body = await resolveStepText(ctx, s.contentHash);
     lines.push("");
     lines.push(`## Step: ${s.role}`);
     lines.push("");
-    lines.push(s.content);
+    lines.push(body);
     lines.push("");
     lines.push(`Meta: ${JSON.stringify(s.meta)}`);
   } else {
@@ -31,10 +41,11 @@ export function buildAgentPrompt(ctx: AgentContext): string {
       lines.push(`Summary: ${JSON.stringify(s.meta)}`);
     }
     const last = steps[steps.length - 1];
+    const lastBody = await resolveStepText(ctx, last.contentHash);
     lines.push("");
     lines.push(`## Latest Step: ${last.role}`);
     lines.push("");
-    lines.push(last.content);
+    lines.push(lastBody);
     lines.push("");
     lines.push(`Meta: ${JSON.stringify(last.meta)}`);
   }

packages/workflow/__tests__/build-descriptor.test.ts

@@ -23,6 +23,7 @@ describe("buildDescriptor", () => {
           extractPrompt: "Extract title and count from the analysis.",
           schema,
           extractRefs: null,
+          extractMode: "single",
         },
       },
       moderator: () => END,

packages/workflow/__tests__/bundle-validator.test.ts

@@ -26,6 +26,19 @@ export const run = async function* (input) {
     expect(r.ok).toBe(true);
   });
 
+  test("allows static import of @uncaged/workflow", () => {
+    const source = `${minimalDescriptor}import { putContentMerkleNode } from "@uncaged/workflow";
+
+export const run = async function* (_input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "x");
+  return { returnCode: 0, summary: h };
+};
+`;
+    const r = validateWorkflowBundle({ filePath: "/tmp/w.esm.js", source });
+    expect(r.ok).toBe(true);
+  });
+
   test("rejects wrong filename suffix", () => {
     const r = validateWorkflowBundle({
       filePath: "/tmp/w.js",

packages/workflow/__tests__/engine.test.ts

@@ -4,11 +4,18 @@ import { tmpdir } from "node:os";
 import { join } from "node:path";
 import * as z from "zod/v4";
 
+import { createCasStore } from "../src/cas.js";
 import { createWorkflow } from "../src/create-workflow.js";
 import { executeThread } from "../src/engine.js";
 import { createExtract } from "../src/extract-fn.js";
 import { createLogger } from "../src/logger.js";
-import { END } from "../src/types.js";
+import {
+  createContentMerkleNode,
+  getContentMerklePayload,
+  parseMerkleNode,
+  serializeMerkleNode,
+} from "../src/merkle.js";
+import { END, type LlmProvider } from "../src/types.js";
 
 const plannerMetaSchema = z.object({
   plan: z.string(),
@@ -90,6 +97,7 @@ const demoWorkflow = createWorkflow<DemoMeta>(
         extractPrompt: "Extract plan text and affected files list.",
         schema: plannerMetaSchema,
         extractRefs: null,
+        extractMode: "single",
       },
       coder: {
         description: "Demo coder",
@@ -97,6 +105,7 @@ const demoWorkflow = createWorkflow<DemoMeta>(
         extractPrompt: "Extract the code diff summary.",
         schema: coderMetaSchema,
         extractRefs: null,
+        extractMode: "single",
       },
     },
     moderator: (ctx) => {
@@ -117,6 +126,7 @@ const demoWorkflow = createWorkflow<DemoMeta>(
     },
   },
   demoExtract,
+  null,
 );
 
 describe("executeThread", () => {
@@ -140,6 +150,7 @@ describe("executeThread", () => {
       const dataPath = join(root, "logs", hash, `${threadId}.data.jsonl`);
       const infoPath = join(root, "logs", hash, `${threadId}.info.jsonl`);
       await mkdir(join(root, "logs", hash), { recursive: true });
+      const cas = createCasStore(join(root, "cas"));
 
       const logger = createLogger({ sink: { kind: "file", path: infoPath } });
       const ac = new AbortController();
@@ -150,16 +161,30 @@ describe("executeThread", () => {
         { prompt: "Fix the login redirect bug in #3", steps: [] },
         {
           maxRounds: 5,
+          depth: 0,
           signal: ac.signal,
           awaitAfterEachYield: async () => {},
           forkSourceThreadId: null,
           prefilledDiskSteps: null,
         },
-        { threadId, hash, dataJsonlPath: dataPath, infoJsonlPath: infoPath },
+        { threadId, hash, dataJsonlPath: dataPath, infoJsonlPath: infoPath, cas },
         logger,
       );
 
       expect(result.returnCode).toBe(0);
+      expect(typeof result.rootHash).toBe("string");
+      expect(result.rootHash.length).toBeGreaterThan(0);
+
+      const rootYaml = await cas.get(result.rootHash);
+      expect(rootYaml).not.toBeNull();
+      const rootNode = parseMerkleNode(rootYaml ?? "");
+      expect(rootNode.type).toBe("thread");
+      const rootPayload = rootNode.payload as Record<string, unknown>;
+      expect(rootPayload.workflow).toBe("demo-flow");
+      expect(rootPayload.threadId).toBe(threadId);
+      const rootResult = rootPayload.result as Record<string, unknown>;
+      expect(rootResult.returnCode).toBe(0);
+      expect(rootNode.children.length).toBe(2);
 
       const dataText = await readFile(dataPath, "utf8");
       const lines = dataText
@@ -178,18 +203,34 @@ describe("executeThread", () => {
       expect(params.prompt).toBe("Fix the login redirect bug in #3");
       const opts = params.options as Record<string, unknown>;
       expect(opts.maxRounds).toBe(5);
-      expect(Object.keys(opts).sort()).toEqual(["maxRounds"]);
+      expect(opts.depth).toBe(0);
+      expect(Object.keys(opts).sort()).toEqual(["depth", "maxRounds"]);
 
       const role1 = JSON.parse(lines[1] ?? "{}") as Record<string, unknown>;
       expect(role1.role).toBe("planner");
-      expect(role1.content).toBe("plan-body");
+      expect(typeof role1.contentHash).toBe("string");
+      expect(await getContentMerklePayload(cas, String(role1.contentHash))).toBe("plan-body");
       expect(role1.meta).toEqual({ plan: "do-it", files: ["a.ts"] });
-      expect(role1.refs).toEqual([]);
+      expect(role1.refs).toEqual([role1.contentHash]);
       expect(typeof role1.timestamp).toBe("number");
 
       const role2 = JSON.parse(lines[2] ?? "{}") as Record<string, unknown>;
       expect(role2.role).toBe("coder");
-      expect(role2.refs).toEqual([]);
+      expect(role2.refs).toEqual([role2.contentHash]);
+
+      const step1Yaml = await cas.get(rootNode.children[0] ?? "");
+      const step2Yaml = await cas.get(rootNode.children[1] ?? "");
+      expect(step1Yaml).not.toBeNull();
+      expect(step2Yaml).not.toBeNull();
+      const step1Node = parseMerkleNode(step1Yaml ?? "");
+      const step2Node = parseMerkleNode(step2Yaml ?? "");
+      expect(step1Node.type).toBe("step");
+      expect(step2Node.type).toBe("step");
+      expect(step1Node.children).toEqual([String(role1.contentHash)]);
+      expect(step2Node.children).toEqual([String(role2.contentHash)]);
+      const step1Payload = step1Node.payload as Record<string, unknown>;
+      expect(step1Payload.role).toBe("planner");
+      expect(step1Payload.meta).toEqual({ plan: "do-it", files: ["a.ts"] });
 
       const infoText = await readFile(infoPath, "utf8");
       const infoLines = infoText
@@ -217,11 +258,14 @@ describe("executeThread", () => {
       const dataPath = join(root, "logs", hash, `${threadId}.data.jsonl`);
       const infoPath = join(root, "logs", hash, `${threadId}.info.jsonl`);
       await mkdir(join(root, "logs", hash), { recursive: true });
+      const cas = createCasStore(join(root, "cas"));
+      const plannerHash = await cas.put(serializeMerkleNode(createContentMerkleNode("plan-body")));
 
       const logger = createLogger({ sink: { kind: "file", path: infoPath } });
       const ac = new AbortController();
 
       const histTs = 9_000_000;
+      const mergedPlannerRefs = ["CAS111AAAAAAA", plannerHash];
       const result = await executeThread(
         demoWorkflow,
         "demo-flow",
@@ -230,32 +274,38 @@ describe("executeThread", () => {
           steps: [
             {
               role: "planner",
-              content: "plan-body",
+              contentHash: plannerHash,
               meta: { plan: "do-it", files: ["a.ts"] },
-              refs: ["CAS111AAAAAAA"],
+              refs: mergedPlannerRefs,
             },
           ],
         },
         {
           maxRounds: 5,
+          depth: 0,
           signal: ac.signal,
           awaitAfterEachYield: async () => {},
           forkSourceThreadId: "01SRC1111111111111111111",
           prefilledDiskSteps: [
             {
               role: "planner",
-              content: "plan-body",
+              contentHash: plannerHash,
               meta: { plan: "do-it", files: ["a.ts"] },
-              refs: ["CAS111AAAAAAA"],
+              refs: mergedPlannerRefs,
               timestamp: histTs,
             },
           ],
         },
-        { threadId, hash, dataJsonlPath: dataPath, infoJsonlPath: infoPath },
+        { threadId, hash, dataJsonlPath: dataPath, infoJsonlPath: infoPath, cas },
         logger,
       );
 
       expect(result.returnCode).toBe(0);
+      expect(typeof result.rootHash).toBe("string");
+
+      const rootYaml = await cas.get(result.rootHash);
+      const rootNode = parseMerkleNode(rootYaml ?? "");
+      expect(rootNode.children.length).toBe(2);
 
       const dataText = await readFile(dataPath, "utf8");
       const lines = dataText
@@ -270,11 +320,11 @@ describe("executeThread", () => {
       const role0 = JSON.parse(lines[1] ?? "{}") as Record<string, unknown>;
       expect(role0.role).toBe("planner");
       expect(role0.timestamp).toBe(histTs);
-      expect(role0.refs).toEqual(["CAS111AAAAAAA"]);
+      expect(role0.refs).toEqual(mergedPlannerRefs);
 
       const role1 = JSON.parse(lines[2] ?? "{}") as Record<string, unknown>;
       expect(role1.role).toBe("coder");
-      expect(role1.content).toBe("code-body");
+      expect(await getContentMerklePayload(cas, String(role1.contentHash))).toBe("code-body");
     } finally {
       await rm(root, { recursive: true, force: true });
     }
@@ -288,6 +338,7 @@ describe("executeThread", () => {
       const dataPath = join(root, "logs", hash, `${threadId}.data.jsonl`);
       const infoPath = join(root, "logs", hash, `${threadId}.info.jsonl`);
       await mkdir(join(root, "logs", hash), { recursive: true });
+      const cas = createCasStore(join(root, "cas"));
 
       const logger = createLogger({ sink: { kind: "file", path: infoPath } });
       const ac = new AbortController();
@@ -298,16 +349,23 @@ describe("executeThread", () => {
         { prompt: "hello", steps: [] },
         {
           maxRounds: 0,
+          depth: 0,
           signal: ac.signal,
           awaitAfterEachYield: async () => {},
           forkSourceThreadId: null,
           prefilledDiskSteps: null,
         },
-        { threadId, hash, dataJsonlPath: dataPath, infoJsonlPath: infoPath },
+        { threadId, hash, dataJsonlPath: dataPath, infoJsonlPath: infoPath, cas },
         logger,
       );
 
       expect(result.returnCode).toBe(0);
+      expect(typeof result.rootHash).toBe("string");
+
+      const rootYaml = await cas.get(result.rootHash);
+      const rootNode = parseMerkleNode(rootYaml ?? "");
+      expect(rootNode.type).toBe("thread");
+      expect(rootNode.children.length).toBe(0);
 
       const dataText = await readFile(dataPath, "utf8");
       const lines = dataText
@@ -319,4 +377,240 @@ describe("executeThread", () => {
       await rm(root, { recursive: true, force: true });
     }
   });
+
+  test("Merkle DAG: root → step nodes → content for full thread traversal", async () => {
+    restoreFetch = installMockChatCompletions([
+      { plan: "do-it", files: ["a.ts"] },
+      { diff: "+ok" },
+    ]);
+
+    const root = await mkdtemp(join(tmpdir(), "wf-engine-dag-"));
+    try {
+      const threadId = "01KQXKW18CT8G75T53R8F4G7YG";
+      const hash = "C9NMV6V2TQT81";
+      const dataPath = join(root, "logs", hash, `${threadId}.data.jsonl`);
+      const infoPath = join(root, "logs", hash, `${threadId}.info.jsonl`);
+      await mkdir(join(root, "logs", hash), { recursive: true });
+      const cas = createCasStore(join(root, "cas"));
+
+      const logger = createLogger({ sink: { kind: "file", path: infoPath } });
+      const ac = new AbortController();
+
+      const result = await executeThread(
+        demoWorkflow,
+        "demo-flow",
+        { prompt: "DAG test", steps: [] },
+        {
+          maxRounds: 5,
+          depth: 0,
+          signal: ac.signal,
+          awaitAfterEachYield: async () => {},
+          forkSourceThreadId: null,
+          prefilledDiskSteps: null,
+        },
+        { threadId, hash, dataJsonlPath: dataPath, infoJsonlPath: infoPath, cas },
+        logger,
+      );
+
+      const dataText = await readFile(dataPath, "utf8");
+      const lines = dataText
+        .trim()
+        .split("\n")
+        .filter((l) => l !== "");
+      expect(lines.length).toBe(3);
+
+      const rolePlanner = JSON.parse(lines[1] ?? "{}") as Record<string, unknown>;
+      const roleCoder = JSON.parse(lines[2] ?? "{}") as Record<string, unknown>;
+
+      const threadYaml = await cas.get(result.rootHash);
+      expect(threadYaml).not.toBeNull();
+      const threadNode = parseMerkleNode(threadYaml ?? "");
+      expect(threadNode.type).toBe("thread");
+
+      const bodies: string[] = [];
+      for (const stepHash of threadNode.children) {
+        const stepYaml = await cas.get(stepHash);
+        expect(stepYaml).not.toBeNull();
+        const stepNode = parseMerkleNode(stepYaml ?? "");
+        expect(stepNode.type).toBe("step");
+        expect(stepNode.children.length).toBe(1);
+        const contentHash = stepNode.children[0];
+        expect(contentHash).toBeDefined();
+        const body = await getContentMerklePayload(cas, contentHash ?? "");
+        expect(body).not.toBeNull();
+        bodies.push(body ?? "");
+      }
+
+      expect(bodies.sort()).toEqual(["code-body", "plan-body"].sort());
+      expect(rolePlanner.role).toBe("planner");
+      expect(roleCoder.role).toBe("coder");
+    } finally {
+      await rm(root, { recursive: true, force: true });
+    }
+  });
+
+  test("extractMode react traverses CAS DAG via cas_get during extraction", async () => {
+    const dagMetaSchema = z.object({ leafPayload: z.string() });
+    type DagDemoMeta = { walker: z.infer<typeof dagMetaSchema> };
+
+    const origFetch = globalThis.fetch;
+    restoreFetch = () => {
+      globalThis.fetch = origFetch;
+    };
+    let fetchRound = 0;
+
+    const root = await mkdtemp(join(tmpdir(), "wf-engine-react-"));
+    try {
+      const cas = createCasStore(join(root, "cas"));
+      const leafYaml = serializeMerkleNode(createContentMerkleNode("needle-from-leaf"));
+      const leafHash = await cas.put(leafYaml);
+      const rootYaml = serializeMerkleNode({
+        type: "thread",
+        payload: {
+          workflow: "dag-demo",
+          threadId: "01DAG00000000000000000001",
+          result: { returnCode: 0, summary: "" },
+        },
+        children: [leafHash],
+      });
+      const dagRootHash = await cas.put(rootYaml);
+
+      globalThis.fetch = Object.assign(
+        async (_input: Parameters<typeof fetch>[0], _init?: RequestInit) => {
+          fetchRound += 1;
+          if (fetchRound === 1) {
+            return new Response(
+              JSON.stringify({
+                choices: [
+                  {
+                    message: {
+                      tool_calls: [
+                        {
+                          id: "c1",
+                          type: "function",
+                          function: {
+                            name: "cas_get",
+                            arguments: JSON.stringify({ hash: dagRootHash }),
+                          },
+                        },
+                      ],
+                    },
+                  },
+                ],
+              }),
+              { status: 200, headers: { "Content-Type": "application/json" } },
+            );
+          }
+          if (fetchRound === 2) {
+            return new Response(
+              JSON.stringify({
+                choices: [
+                  {
+                    message: {
+                      tool_calls: [
+                        {
+                          id: "c2",
+                          type: "function",
+                          function: {
+                            name: "cas_get",
+                            arguments: JSON.stringify({ hash: leafHash }),
+                          },
+                        },
+                      ],
+                    },
+                  },
+                ],
+              }),
+              { status: 200, headers: { "Content-Type": "application/json" } },
+            );
+          }
+          return new Response(
+            JSON.stringify({
+              choices: [
+                {
+                  message: {
+                    tool_calls: [
+                      {
+                        id: "c3",
+                        type: "function",
+                        function: {
+                          name: "extract",
+                          arguments: JSON.stringify({ leafPayload: "needle-from-leaf" }),
+                        },
+                      },
+                    ],
+                  },
+                },
+              ],
+            }),
+            { status: 200, headers: { "Content-Type": "application/json" } },
+          );
+        },
+        { preconnect: origFetch.preconnect.bind(origFetch) },
+      ) as typeof fetch;
+
+      const llm: LlmProvider = { baseUrl: "http://127.0.0.1:9", apiKey: "test", model: "test" };
+      const extractFn = createExtract(llm);
+
+      const dagWorkflow = createWorkflow<DagDemoMeta>(
+        {
+          roles: {
+            walker: {
+              description: "DAG walker",
+              systemPrompt: "Output only the root CAS hash.",
+              extractPrompt:
+                "Set leafPayload to the string payload of the content Merkle node under the root.",
+              schema: dagMetaSchema,
+              extractRefs: null,
+              extractMode: "react",
+            },
+          },
+          moderator: (ctx) => (ctx.steps.length === 0 ? "walker" : END),
+        },
+        { agent: async () => dagRootHash },
+        extractFn,
+        llm,
+      );
+
+      const threadId = "01KQXKW18CT8G75T53R8F4G7YG";
+      const hash = "C9NMV6V2TQT81";
+      const dataPath = join(root, "logs", hash, `${threadId}.data.jsonl`);
+      const infoPath = join(root, "logs", hash, `${threadId}.info.jsonl`);
+      await mkdir(join(root, "logs", hash), { recursive: true });
+
+      const logger = createLogger({ sink: { kind: "file", path: infoPath } });
+      const ac = new AbortController();
+
+      const result = await executeThread(
+        dagWorkflow,
+        "dag-demo",
+        { prompt: "traverse", steps: [] },
+        {
+          maxRounds: 5,
+          depth: 0,
+          signal: ac.signal,
+          awaitAfterEachYield: async () => {},
+          forkSourceThreadId: null,
+          prefilledDiskSteps: null,
+        },
+        { threadId, hash, dataJsonlPath: dataPath, infoJsonlPath: infoPath, cas },
+        logger,
+      );
+
+      expect(result.returnCode).toBe(0);
+      expect(fetchRound).toBe(3);
+
+      const dataText = await readFile(dataPath, "utf8");
+      const lines = dataText
+        .trim()
+        .split("\n")
+        .filter((l) => l !== "");
+      const roleRec = JSON.parse(lines[1] ?? "{}") as Record<string, unknown>;
+      expect(roleRec.role).toBe("walker");
+      expect(roleRec.meta).toEqual({ leafPayload: "needle-from-leaf" });
+    } finally {
+      globalThis.fetch = origFetch;
+      await rm(root, { recursive: true, force: true });
+    }
+  });
 });

packages/workflow/__tests__/extract-provider.test.ts

@@ -0,0 +1,87 @@
+import { describe, expect, test } from "bun:test";
+import { mkdir, mkdtemp, rm, writeFile } from "node:fs/promises";
+import { tmpdir } from "node:os";
+import { join } from "node:path";
+
+import { getExtractProvider } from "../src/extract-provider.js";
+
+describe("getExtractProvider", () => {
+  test("returns provider when config.extract is present", async () => {
+    const root = await mkdtemp(join(tmpdir(), "wf-ext-prov-ok-"));
+    try {
+      await mkdir(root, { recursive: true });
+      await writeFile(
+        join(root, "workflow.yaml"),
+        `config:
+  maxDepth: 3
+  extract:
+    baseUrl: https://dashscope.aliyuncs.com/compatible-mode/v1
+    model: qwen-plus
+    apiKey: literal-key
+workflows: {}
+`,
+        "utf8",
+      );
+      const r = await getExtractProvider(root);
+      expect(r.ok).toBe(true);
+      if (!r.ok) {
+        return;
+      }
+      expect(r.value.baseUrl).toBe("https://dashscope.aliyuncs.com/compatible-mode/v1");
+      expect(r.value.model).toBe("qwen-plus");
+      expect(r.value.apiKey).toBe("literal-key");
+    } finally {
+      await rm(root, { recursive: true, force: true });
+    }
+  });
+
+  test("errs when registry has no config section", async () => {
+    const root = await mkdtemp(join(tmpdir(), "wf-ext-prov-missing-"));
+    try {
+      await mkdir(root, { recursive: true });
+      await writeFile(join(root, "workflow.yaml"), "workflows: {}\n", "utf8");
+      const r = await getExtractProvider(root);
+      expect(r.ok).toBe(false);
+      if (r.ok) {
+        return;
+      }
+      expect(r.error).toContain("no global config");
+    } finally {
+      await rm(root, { recursive: true, force: true });
+    }
+  });
+
+  test("resolves apiKey from env at registry read time", async () => {
+    const root = await mkdtemp(join(tmpdir(), "wf-ext-prov-env-"));
+    const prev = process.env.WF_GET_EXTRACT_PROVIDER_KEY;
+    process.env.WF_GET_EXTRACT_PROVIDER_KEY = "resolved-secret";
+    try {
+      await mkdir(root, { recursive: true });
+      await writeFile(
+        join(root, "workflow.yaml"),
+        `config:
+  maxDepth: 1
+  extract:
+    baseUrl: https://example.com
+    model: m
+    apiKey: env:WF_GET_EXTRACT_PROVIDER_KEY
+workflows: {}
+`,
+        "utf8",
+      );
+      const r = await getExtractProvider(root);
+      expect(r.ok).toBe(true);
+      if (!r.ok) {
+        return;
+      }
+      expect(r.value.apiKey).toBe("resolved-secret");
+    } finally {
+      if (prev === undefined) {
+        delete process.env.WF_GET_EXTRACT_PROVIDER_KEY;
+      } else {
+        process.env.WF_GET_EXTRACT_PROVIDER_KEY = prev;
+      }
+      await rm(root, { recursive: true, force: true });
+    }
+  });
+});

packages/workflow/__tests__/fork-thread.test.ts

@@ -7,9 +7,9 @@ import {
 } from "../src/fork-thread.js";
 
 const sampleDataJsonl = `{"name":"demo","hash":"C9NMV6V2TQT81","threadId":"01AAA1111111111111111111","parameters":{"prompt":"hi","options":{"maxRounds":5}},"timestamp":100}
-{"role":"planner","content":"p","meta":{},"timestamp":101}
-{"role":"coder","content":"c","meta":{},"timestamp":102}
-{"role":"reviewer","content":"r","meta":{},"timestamp":103}
+{"role":"planner","contentHash":"HP0000000000000000000001","meta":{},"refs":[],"timestamp":101}
+{"role":"coder","contentHash":"HP0000000000000000000002","meta":{},"refs":[],"timestamp":102}
+{"role":"reviewer","contentHash":"HP0000000000000000000003","meta":{},"refs":[],"timestamp":103}
 `;
 
 describe("fork-thread", () => {
@@ -24,6 +24,7 @@ describe("fork-thread", () => {
     expect(r.value.start.threadId).toBe("01AAA1111111111111111111");
     expect(r.value.start.prompt).toBe("hi");
     expect(r.value.start.maxRounds).toBe(5);
+    expect(r.value.start.depth).toBe(0);
     expect(r.value.roleSteps.length).toBe(3);
     expect(r.value.roleSteps[0]?.role).toBe("planner");
   });
@@ -83,6 +84,44 @@ describe("fork-thread", () => {
     expect(r.value.workflowName).toBe("demo");
     expect(r.value.historicalSteps.length).toBe(1);
     expect(r.value.historicalSteps[0]?.timestamp).toBe(101);
-    expect(r.value.runOptions).toEqual({ maxRounds: 5 });
+    expect(r.value.runOptions).toEqual({ maxRounds: 5, depth: 0 });
+  });
+
+  test("parseThreadDataJsonl ignores trailing WorkflowResult line", () => {
+    const text = `${sampleDataJsonl.trim()}\n{"returnCode":0,"summary":"done"}\n`;
+    const r = parseThreadDataJsonl(text);
+    expect(r.ok).toBe(true);
+    if (!r.ok) {
+      return;
+    }
+    expect(r.value.roleSteps.length).toBe(3);
+    expect(r.value.roleSteps[2]?.role).toBe("reviewer");
+  });
+
+  test("parseThreadDataJsonl errors when WorkflowResult is not last", () => {
+    const text = `{"name":"demo","hash":"H","threadId":"01ZZZZZZZZZZZZZZZZZZZZZZ","parameters":{"prompt":"p","options":{"maxRounds":3}},"timestamp":1}
+{"returnCode":0,"summary":"early"}
+{"role":"planner","content":"x","meta":{},"timestamp":2}
+`;
+    const r = parseThreadDataJsonl(text);
+    expect(r.ok).toBe(false);
+  });
+
+  test("parseThreadDataJsonl reads explicit depth from start record", () => {
+    const text = `{"name":"demo","hash":"H","threadId":"01ZZZZZZZZZZZZZZZZZZZZZZ","parameters":{"prompt":"p","options":{"maxRounds":3,"depth":2}},"timestamp":1}
+{"role":"planner","contentHash":"HP0000000000000000000099","meta":{},"refs":[],"timestamp":2}
+`;
+    const r = parseThreadDataJsonl(text);
+    expect(r.ok).toBe(true);
+    if (!r.ok) {
+      return;
+    }
+    expect(r.value.start.depth).toBe(2);
+    const plan = buildForkPlan(text, null);
+    expect(plan.ok).toBe(true);
+    if (!plan.ok) {
+      return;
+    }
+    expect(plan.value.runOptions).toEqual({ maxRounds: 3, depth: 2 });
   });
 });

packages/workflow/__tests__/merkle.test.ts

@@ -0,0 +1,29 @@
+import { describe, expect, test } from "bun:test";
+
+import { createContentMerkleNode, parseMerkleNode, serializeMerkleNode } from "../src/merkle.js";
+
+describe("merkle", () => {
+  test("content node roundtrips through YAML", () => {
+    const node = createContentMerkleNode("hello\nworld");
+    const yaml = serializeMerkleNode(node);
+    const back = parseMerkleNode(yaml);
+    expect(back).toEqual(node);
+  });
+
+  test("step node with object payload roundtrips", () => {
+    const node = {
+      type: "step" as const,
+      payload: { role: "planner", foo: 1 },
+      children: ["ABC123", "DEF456"],
+    };
+    const yaml = serializeMerkleNode(node);
+    const back = parseMerkleNode(yaml);
+    expect(back.type).toBe("step");
+    expect(back.payload).toEqual({ role: "planner", foo: 1 });
+    expect(back.children).toEqual(["ABC123", "DEF456"]);
+  });
+
+  test("parse rejects invalid YAML root", () => {
+    expect(() => parseMerkleNode("[]")).toThrow();
+  });
+});

packages/workflow/__tests__/react-extract.test.ts

@@ -0,0 +1,209 @@
+import { afterEach, describe, expect, test } from "bun:test";
+import { mkdtemp, rm } from "node:fs/promises";
+import { tmpdir } from "node:os";
+import { join } from "node:path";
+import * as z from "zod/v4";
+
+import { createCasStore } from "../src/cas.js";
+import { createContentMerkleNode, serializeMerkleNode } from "../src/merkle.js";
+import { reactExtract } from "../src/react-extract.js";
+import type { LlmProvider } from "../src/types.js";
+
+const metaSchema = z.object({ seen: z.string() });
+
+const provider: LlmProvider = {
+  baseUrl: "http://127.0.0.1:9",
+  apiKey: "test",
+  model: "test",
+};
+
+describe("reactExtract", () => {
+  let restoreFetch: (() => void) | null = null;
+
+  afterEach(() => {
+    restoreFetch?.();
+    restoreFetch = null;
+  });
+
+  test("cas_get rounds then extract tool yields validated meta", async () => {
+    const casDir = await mkdtemp(join(tmpdir(), "react-extract-"));
+    const cas = createCasStore(casDir);
+    try {
+      const blob = serializeMerkleNode(createContentMerkleNode("needle"));
+      const h = await cas.put(blob);
+
+      const origFetch = globalThis.fetch;
+      let round = 0;
+      restoreFetch = () => {
+        globalThis.fetch = origFetch;
+      };
+      globalThis.fetch = Object.assign(
+        async (_input: Parameters<typeof fetch>[0], _init?: RequestInit) => {
+          round += 1;
+          if (round === 1) {
+            return new Response(
+              JSON.stringify({
+                choices: [
+                  {
+                    message: {
+                      tool_calls: [
+                        {
+                          id: "t1",
+                          type: "function",
+                          function: {
+                            name: "cas_get",
+                            arguments: JSON.stringify({ hash: h }),
+                          },
+                        },
+                      ],
+                    },
+                  },
+                ],
+              }),
+              { status: 200, headers: { "Content-Type": "application/json" } },
+            );
+          }
+          return new Response(
+            JSON.stringify({
+              choices: [
+                {
+                  message: {
+                    tool_calls: [
+                      {
+                        id: "t2",
+                        type: "function",
+                        function: {
+                          name: "extract",
+                          arguments: JSON.stringify({ seen: "needle" }),
+                        },
+                      },
+                    ],
+                  },
+                },
+              ],
+            }),
+            { status: 200, headers: { "Content-Type": "application/json" } },
+          );
+        },
+        { preconnect: origFetch.preconnect.bind(origFetch) },
+      ) as typeof fetch;
+
+      const text = `## Agent Output\n${h}\n## Extraction Instruction\nExtract seen from CAS.`;
+      const result = await reactExtract({
+        text,
+        schema: metaSchema,
+        provider,
+        cas,
+      });
+
+      expect(result.ok).toBe(true);
+      if (!result.ok) {
+        return;
+      }
+      expect(result.value).toEqual({ seen: "needle" });
+      expect(round).toBe(2);
+    } finally {
+      await rm(casDir, { recursive: true, force: true });
+    }
+  });
+
+  test("stops after max tool rounds when model keeps calling cas_get", async () => {
+    const casDir = await mkdtemp(join(tmpdir(), "react-extract-max-"));
+    const cas = createCasStore(casDir);
+    try {
+      const blob = serializeMerkleNode(createContentMerkleNode("x"));
+      const h = await cas.put(blob);
+
+      const origFetch = globalThis.fetch;
+      let round = 0;
+      restoreFetch = () => {
+        globalThis.fetch = origFetch;
+      };
+      globalThis.fetch = Object.assign(
+        async (_input: Parameters<typeof fetch>[0], _init?: RequestInit) => {
+          round += 1;
+          return new Response(
+            JSON.stringify({
+              choices: [
+                {
+                  message: {
+                    tool_calls: [
+                      {
+                        id: `loop-${round}`,
+                        type: "function",
+                        function: {
+                          name: "cas_get",
+                          arguments: JSON.stringify({ hash: h }),
+                        },
+                      },
+                    ],
+                  },
+                },
+              ],
+            }),
+            { status: 200, headers: { "Content-Type": "application/json" } },
+          );
+        },
+        { preconnect: origFetch.preconnect.bind(origFetch) },
+      ) as typeof fetch;
+
+      const result = await reactExtract({
+        text: "## Agent Output\nnoop\n## Extraction Instruction\nExtract seen.",
+        schema: metaSchema,
+        provider,
+        cas,
+      });
+
+      expect(result.ok).toBe(false);
+      if (result.ok) {
+        return;
+      }
+      expect(result.error).toBe("max_react_rounds_exceeded");
+      expect(round).toBe(10);
+    } finally {
+      await rm(casDir, { recursive: true, force: true });
+    }
+  });
+
+  test("passthrough JSON assistant message without tool calls", async () => {
+    const casDir = await mkdtemp(join(tmpdir(), "react-extract-pass-"));
+    const cas = createCasStore(casDir);
+    try {
+      const origFetch = globalThis.fetch;
+      restoreFetch = () => {
+        globalThis.fetch = origFetch;
+      };
+      globalThis.fetch = Object.assign(
+        async (_input: Parameters<typeof fetch>[0], _init?: RequestInit) =>
+          new Response(
+            JSON.stringify({
+              choices: [
+                {
+                  message: {
+                    content: '{"seen":"direct"}',
+                  },
+                },
+              ],
+            }),
+            { status: 200, headers: { "Content-Type": "application/json" } },
+          ),
+        { preconnect: origFetch.preconnect.bind(origFetch) },
+      ) as typeof fetch;
+
+      const result = await reactExtract({
+        text: "## Agent Output\nok\n## Extraction Instruction\nExtract.",
+        schema: metaSchema,
+        provider,
+        cas,
+      });
+
+      expect(result.ok).toBe(true);
+      if (!result.ok) {
+        return;
+      }
+      expect(result.value).toEqual({ seen: "direct" });
+    } finally {
+      await rm(casDir, { recursive: true, force: true });
+    }
+  });
+});

packages/workflow/__tests__/refs-tracking.test.ts

@@ -4,6 +4,7 @@ import { tmpdir } from "node:os";
 import { join } from "node:path";
 import * as z from "zod/v4";
 
+import { createCasStore } from "../src/cas.js";
 import { createWorkflow } from "../src/create-workflow.js";
 import { executeThread } from "../src/engine.js";
 import { createExtract } from "../src/extract-fn.js";
@@ -90,6 +91,7 @@ const refsDemoWorkflow = createWorkflow<RefsDemoMeta>(
         extractPrompt: "Extract phases with CAS hashes.",
         schema: plannerMetaSchema,
         extractRefs: (meta) => meta.phases.map((p) => p.hash),
+        extractMode: "single",
       },
     },
     moderator: (ctx) => (ctx.steps.length === 0 ? "planner" : END),
@@ -98,6 +100,7 @@ const refsDemoWorkflow = createWorkflow<RefsDemoMeta>(
     agent: async () => "plan-output",
   },
   refsDemoExtract,
+  null,
 );
 
 describe("RoleStep refs tracking", () => {
@@ -110,8 +113,8 @@ describe("RoleStep refs tracking", () => {
 
   test("parseThreadDataJsonl reads refs and defaults missing refs to []", () => {
     const text = `{"name":"demo","hash":"C9NMV6V2TQT81","threadId":"01AAA1111111111111111111","parameters":{"prompt":"hi","options":{"maxRounds":5}},"timestamp":100}
-{"role":"planner","content":"p","meta":{},"refs":["H111AAAAAAAAA","H222AAAAAAAAA"],"timestamp":101}
-{"role":"coder","content":"c","meta":{},"timestamp":102}
+{"role":"planner","contentHash":"HPAYLOAD111111","meta":{},"refs":["H111AAAAAAAAA","H222AAAAAAAAA"],"timestamp":101}
+{"role":"coder","contentHash":"HPAYLOAD222222","meta":{},"timestamp":102}
 `;
     const r = parseThreadDataJsonl(text);
     expect(r.ok).toBe(true);
@@ -139,6 +142,7 @@ describe("RoleStep refs tracking", () => {
       const dataPath = join(root, "logs", hash, `${threadId}.data.jsonl`);
       const infoPath = join(root, "logs", hash, `${threadId}.info.jsonl`);
       await mkdir(join(root, "logs", hash), { recursive: true });
+      const cas = createCasStore(join(root, "cas"));
 
       const logger = createLogger({ sink: { kind: "file", path: infoPath } });
       const ac = new AbortController();
@@ -149,16 +153,19 @@ describe("RoleStep refs tracking", () => {
         { prompt: "task", steps: [] },
         {
           maxRounds: 5,
+          depth: 0,
           signal: ac.signal,
           awaitAfterEachYield: async () => {},
           forkSourceThreadId: null,
           prefilledDiskSteps: null,
         },
-        { threadId, hash, dataJsonlPath: dataPath, infoJsonlPath: infoPath },
+        { threadId, hash, dataJsonlPath: dataPath, infoJsonlPath: infoPath, cas },
         logger,
       );
 
       expect(result.returnCode).toBe(0);
+      expect(typeof result.rootHash).toBe("string");
+      expect(result.rootHash.length).toBeGreaterThan(0);
 
       const dataText = await readFile(dataPath, "utf8");
       const lines = dataText
@@ -169,7 +176,12 @@ describe("RoleStep refs tracking", () => {
 
       const role1 = JSON.parse(lines[1] ?? "{}") as Record<string, unknown>;
       expect(role1.role).toBe("planner");
-      expect(role1.refs).toEqual(["C9NMV6V2TQT81", "C9NMV6V2TQT82"]);
+      const refs = role1.refs as string[];
+      expect(refs).toContain("C9NMV6V2TQT81");
+      expect(refs).toContain("C9NMV6V2TQT82");
+      expect(typeof role1.contentHash).toBe("string");
+      expect(refs).toContain(String(role1.contentHash));
+      expect(refs.length).toBe(3);
     } finally {
       await rm(root, { recursive: true, force: true });
     }
@@ -177,8 +189,8 @@ describe("RoleStep refs tracking", () => {
 
   test("buildForkPlan carries refs on historical steps", () => {
     const text = `{"name":"demo","hash":"C9NMV6V2TQT81","threadId":"01AAA1111111111111111111","parameters":{"prompt":"hi","options":{"maxRounds":5}},"timestamp":100}
-{"role":"planner","content":"p","meta":{},"refs":["KEEPREFAAAAAA"],"timestamp":101}
-{"role":"coder","content":"c","meta":{},"refs":["CODERHASHAAAA"],"timestamp":102}
+{"role":"planner","contentHash":"HP111111111111","meta":{},"refs":["KEEPREFAAAAAA"],"timestamp":101}
+{"role":"coder","contentHash":"HP222222222222","meta":{},"refs":["CODERHASHAAAA"],"timestamp":102}
 `;
     const plan = buildForkPlan(text, null);
     expect(plan.ok).toBe(true);

packages/workflow/__tests__/registry.test.ts

@@ -4,6 +4,7 @@ import { tmpdir } from "node:os";
 import { join } from "node:path";
 
 import {
+  parseWorkflowRegistryYaml,
   readWorkflowRegistry,
   registerWorkflowVersion,
   rollbackWorkflowToHistoryHash,
@@ -21,6 +22,7 @@ describe("workflow registry", () => {
     if (!empty.ok) {
       return;
     }
+    expect(empty.value.config).toBeNull();
 
     const r1 = registerWorkflowVersion(empty.value, "solve-issue", "AAAAAAAAAAAAA", 100);
     const w1 = await writeWorkflowRegistry(dir, r1);
@@ -68,7 +70,7 @@ describe("workflow registry", () => {
   });
 
   test("rollbackWorkflowToHistoryHash swaps head with a prior version", () => {
-    let reg = registerWorkflowVersion({ workflows: {} }, "solve-issue", "H1", 100);
+    let reg = registerWorkflowVersion({ config: null, workflows: {} }, "solve-issue", "H1", 100);
     reg = registerWorkflowVersion(reg, "solve-issue", "H2", 200);
     reg = registerWorkflowVersion(reg, "solve-issue", "H3", 300);
     const entry = reg.workflows["solve-issue"];
@@ -99,6 +101,85 @@ describe("workflow registry", () => {
     expect(bad.ok).toBe(false);
   });
 
+  test("parses config section and literal apiKey", () => {
+    const yaml = `
+config:
+  maxDepth: 3
+  extract:
+    baseUrl: https://example.com/v1
+    model: qwen-plus
+    apiKey: secret-key
+workflows:
+  solve-issue:
+    hash: SPVR4BDMSGC1W
+    timestamp: 1
+    history: []
+`;
+    const r = parseWorkflowRegistryYaml(yaml);
+    expect(r.ok).toBe(true);
+    if (!r.ok) {
+      return;
+    }
+    expect(r.value.config).not.toBeNull();
+    if (r.value.config === null) {
+      return;
+    }
+    expect(r.value.config.maxDepth).toBe(3);
+    expect(r.value.config.extract.baseUrl).toBe("https://example.com/v1");
+    expect(r.value.config.extract.model).toBe("qwen-plus");
+    expect(r.value.config.extract.apiKey).toBe("secret-key");
+  });
+
+  test("parses config apiKey env: prefix from process.env", () => {
+    const prev = process.env.WF_REGISTRY_TEST_API_KEY;
+    process.env.WF_REGISTRY_TEST_API_KEY = "from-env";
+    try {
+      const yaml = `
+config:
+  maxDepth: 1
+  extract:
+    baseUrl: https://dashscope.aliyuncs.com/compatible-mode/v1
+    model: qwen-plus
+    apiKey: env:WF_REGISTRY_TEST_API_KEY
+workflows: {}
+`;
+      const r = parseWorkflowRegistryYaml(yaml);
+      expect(r.ok).toBe(true);
+      if (!r.ok) {
+        return;
+      }
+      expect(r.value.config?.extract.apiKey).toBe("from-env");
+    } finally {
+      if (prev === undefined) {
+        delete process.env.WF_REGISTRY_TEST_API_KEY;
+      } else {
+        process.env.WF_REGISTRY_TEST_API_KEY = prev;
+      }
+    }
+  });
+
+  test("parse errors when env: apiKey variable is unset", () => {
+    const prev = process.env.WF_REGISTRY_TEST_API_KEY_UNSET;
+    delete process.env.WF_REGISTRY_TEST_API_KEY_UNSET;
+    try {
+      const yaml = `
+config:
+  maxDepth: 1
+  extract:
+    baseUrl: https://example.com
+    model: m
+    apiKey: env:WF_REGISTRY_TEST_API_KEY_UNSET
+workflows: {}
+`;
+      const r = parseWorkflowRegistryYaml(yaml);
+      expect(r.ok).toBe(false);
+    } finally {
+      if (prev !== undefined) {
+        process.env.WF_REGISTRY_TEST_API_KEY_UNSET = prev;
+      }
+    }
+  });
+
   test("parse errors on invalid shape", async () => {
     const dir = join(tmpdir(), `wf-reg3-${process.pid}-${Date.now()}`);
     await mkdir(dir, { recursive: true });

packages/workflow/__tests__/thread-jsonl-format.test.ts

@@ -10,6 +10,7 @@ describe("RFC-001 thread JSONL shapes", () => {
         prompt: "Fix the login redirect bug in #3",
         options: {
           maxRounds: 5,
+          depth: 0,
         },
       },
       timestamp: 1714963200000,
@@ -17,7 +18,7 @@ describe("RFC-001 thread JSONL shapes", () => {
 
     const roleRecord = {
       role: "planner",
-      content: "Plan: modify auth middleware...",
+      contentHash: "CPHASH000000000000000001",
       meta: { plan: "...", files: ["src/auth.ts"] },
       refs: [] as string[],
       timestamp: 1714963201000,
@@ -27,7 +28,7 @@ describe("RFC-001 thread JSONL shapes", () => {
       ["hash", "name", "parameters", "threadId", "timestamp"].sort(),
     );
     expect(Object.keys(roleRecord).sort()).toEqual(
-      ["content", "meta", "refs", "role", "timestamp"].sort(),
+      ["contentHash", "meta", "refs", "role", "timestamp"].sort(),
     );
   });
 

packages/workflow/__tests__/worker.test.ts

@@ -5,22 +5,29 @@ import { createConnection } from "node:net";
 import { tmpdir } from "node:os";
 import { join } from "node:path";
 
+import { createCasStore } from "../src/cas.js";
+import { createContentMerkleNode, serializeMerkleNode } from "../src/merkle.js";
 import { getWorkerHostScriptPath } from "../src/worker-entry-path.js";
 
-const bundleSource = `export const descriptor = {
+const bundleSource = `import { putContentMerkleNode } from "@uncaged/workflow";
+
+export const descriptor = {
   description: "worker-test",
   roles: {
     planner: { description: "planner", schema: {} },
     coder: { description: "coder", schema: {} },
   },
 };
-export const run = async function* (input) {
+export const run = async function* (input, options) {
+  const cas = options.cas;
   const has = (r) => input.steps.some((s) => s.role === r);
   if (!has("planner")) {
-    yield { role: "planner", content: "p", meta: { plan: input.prompt } };
+    const h = await putContentMerkleNode(cas, "p");
+    yield { role: "planner", contentHash: h, meta: { plan: input.prompt }, refs: [h] };
   }
   if (!has("coder")) {
-    yield { role: "coder", content: "c", meta: { diff: "y" } };
+    const h = await putContentMerkleNode(cas, "c");
+    yield { role: "coder", contentHash: h, meta: { diff: "y" }, refs: [h] };
   }
   return { returnCode: 0, summary: "completed: moderator returned END" };
 };
@@ -102,7 +109,7 @@ describe("worker process", () => {
         threadId,
         workflowName: "demo-flow",
         prompt: "hello",
-        options: { maxRounds: 5 },
+        options: { maxRounds: 5, depth: 0 },
       });
 
       const exitCode: number = await new Promise((resolve) => {
@@ -118,7 +125,7 @@ describe("worker process", () => {
           .trim()
           .split("\n")
           .filter((l) => l !== "").length,
-      ).toBe(3);
+      ).toBe(4);
     } finally {
       await rm(root, { recursive: true, force: true });
     }
@@ -143,6 +150,11 @@ describe("worker process", () => {
 
       const port = await readReadyPort(child);
 
+      const cas = createCasStore(join(root, "cas"));
+      const plannerReplayHash = await cas.put(
+        serializeMerkleNode(createContentMerkleNode("p-old")),
+      );
+
       const threadId = "01KQXKW18CT8G75T53R8F4G7YG";
       const srcId = "01SRCMMMMMMMMMMMMMMMMMMMM";
       await sendJson(port, {
@@ -150,12 +162,13 @@ describe("worker process", () => {
         threadId,
         workflowName: "demo-flow",
         prompt: "hello",
-        options: { maxRounds: 5 },
+        options: { maxRounds: 5, depth: 0 },
         steps: [
           {
             role: "planner",
-            content: "p-old",
+            contentHash: plannerReplayHash,
             meta: { plan: "z" },
+            refs: [plannerReplayHash],
             timestamp: 555,
           },
         ],
@@ -174,7 +187,7 @@ describe("worker process", () => {
         .trim()
         .split("\n")
         .filter((l) => l !== "");
-      expect(lines.length).toBe(3);
+      expect(lines.length).toBe(4);
       const start = JSON.parse(lines[0] ?? "{}") as Record<string, unknown>;
       expect(start.forkFrom).toEqual({ threadId: srcId });
       const replay = JSON.parse(lines[1] ?? "{}") as Record<string, unknown>;
@@ -182,6 +195,8 @@ describe("worker process", () => {
       expect(replay.timestamp).toBe(555);
       const coder = JSON.parse(lines[2] ?? "{}") as Record<string, unknown>;
       expect(coder.role).toBe("coder");
+      const done = JSON.parse(lines[3] ?? "{}") as Record<string, unknown>;
+      expect(done.returnCode).toBe(0);
     } finally {
       await rm(root, { recursive: true, force: true });
     }

packages/workflow/__tests__/workflow-as-agent-integration.test.ts

@@ -0,0 +1,225 @@
+import { afterEach, describe, expect, test } from "bun:test";
+import { mkdir, mkdtemp, readdir, readFile, rm, writeFile } from "node:fs/promises";
+import { tmpdir } from "node:os";
+import { join } from "node:path";
+import * as z from "zod/v4";
+
+import { createCasStore } from "../src/cas.js";
+import { createWorkflow } from "../src/create-workflow.js";
+import { executeThread } from "../src/engine.js";
+import { createExtract } from "../src/extract-fn.js";
+import { hashWorkflowBundleBytes } from "../src/hash.js";
+import { createLogger } from "../src/logger.js";
+import { getContentMerklePayload, parseMerkleNode } from "../src/merkle.js";
+import {
+  readWorkflowRegistry,
+  registerWorkflowVersion,
+  writeWorkflowRegistry,
+} from "../src/registry.js";
+import { END } from "../src/types.js";
+import { workflowAsAgent } from "../src/workflow-as-agent.js";
+
+const callerMetaSchema = z.object({ done: z.literal(true) });
+
+type ParentMeta = {
+  caller: z.infer<typeof callerMetaSchema>;
+};
+
+function installMockChatCompletions(sequence: ReadonlyArray<Record<string, unknown>>): () => void {
+  const origFetch = globalThis.fetch;
+  let i = 0;
+  const mockFetch = async (
+    input: Parameters<typeof fetch>[0],
+    init?: RequestInit,
+  ): Promise<Response> => {
+    const args = sequence[i] ?? sequence[sequence.length - 1];
+    if (args === undefined) {
+      throw new Error("installMockChatCompletions: empty sequence");
+    }
+    i += 1;
+    void input;
+    const body = init?.body ? (JSON.parse(String(init.body)) as Record<string, unknown>) : {};
+    const tools = body.tools;
+    const firstTool =
+      Array.isArray(tools) && tools.length > 0 && tools[0] !== null && typeof tools[0] === "object"
+        ? (tools[0] as Record<string, unknown>)
+        : null;
+    const fn =
+      firstTool !== null ? (firstTool.function as Record<string, unknown> | undefined) : undefined;
+    const toolName = typeof fn?.name === "string" ? fn.name : "extract";
+    return new Response(
+      JSON.stringify({
+        choices: [
+          {
+            message: {
+              tool_calls: [
+                {
+                  type: "function",
+                  function: {
+                    name: toolName,
+                    arguments: JSON.stringify(args),
+                  },
+                },
+              ],
+            },
+          },
+        ],
+      }),
+      { status: 200, headers: { "Content-Type": "application/json" } },
+    );
+  };
+  globalThis.fetch = Object.assign(mockFetch, {
+    preconnect: origFetch.preconnect.bind(origFetch),
+  }) as typeof fetch;
+  return () => {
+    globalThis.fetch = origFetch;
+  };
+}
+
+const parentExtract = createExtract({
+  baseUrl: "http://127.0.0.1:9",
+  apiKey: "test",
+  model: "test",
+});
+
+const childBundleSource = `import { putContentMerkleNode } from "@uncaged/workflow";
+
+export const descriptor = {
+  description: "child-integration",
+  roles: {
+    agent: {
+      description: "agent",
+      schema: { type: "object", properties: {}, additionalProperties: true },
+    },
+  },
+};
+export async function* run(input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "child-body");
+  yield { role: "agent", contentHash: h, meta: {}, refs: [h] };
+  return { returnCode: 0, summary: "child-done:" + input.prompt };
+}
+`;
+
+async function installChildWorkflow(storageRoot: string): Promise<{ hash: string }> {
+  const bytes = new TextEncoder().encode(childBundleSource);
+  const hash = hashWorkflowBundleBytes(bytes);
+  await mkdir(join(storageRoot, "bundles"), { recursive: true });
+  await writeFile(join(storageRoot, "bundles", `${hash}.esm.js`), childBundleSource, "utf8");
+  const reg = await readWorkflowRegistry(storageRoot);
+  if (!reg.ok) {
+    throw reg.error;
+  }
+  const next = registerWorkflowVersion(reg.value, "child-wf", hash, Date.now());
+  const wr = await writeWorkflowRegistry(storageRoot, next);
+  if (!wr.ok) {
+    throw wr.error;
+  }
+  return { hash };
+}
+
+describe("workflowAsAgent integration", () => {
+  let restoreFetch: (() => void) | null = null;
+
+  afterEach(() => {
+    restoreFetch?.();
+    restoreFetch = null;
+  });
+
+  test("createWorkflow parent invokes nested workflow via workflowAsAgent", async () => {
+    restoreFetch = installMockChatCompletions([{ done: true }]);
+
+    const root = await mkdtemp(join(tmpdir(), "wf-waa-int-"));
+    try {
+      const { hash: childHash } = await installChildWorkflow(root);
+
+      const parentWorkflow = createWorkflow<ParentMeta>(
+        {
+          roles: {
+            caller: {
+              description: "delegates to child workflow",
+              systemPrompt: "system",
+              extractPrompt: "extract done flag",
+              schema: callerMetaSchema,
+              extractRefs: null,
+              extractMode: "single",
+            },
+          },
+          moderator: (ctx) => (ctx.steps.length === 0 ? "caller" : END),
+        },
+        { agent: workflowAsAgent("child-wf", { storageRoot: root }) },
+        parentExtract,
+        null,
+      );
+
+      const threadId = "01KQXKW18CT8G75T53R8F4G7YG";
+      const parentHash = "C9NMV6V2TQT81";
+      const dataPath = join(root, "logs", parentHash, `${threadId}.data.jsonl`);
+      const infoPath = join(root, "logs", parentHash, `${threadId}.info.jsonl`);
+      await mkdir(join(root, "logs", parentHash), { recursive: true });
+      const cas = createCasStore(join(root, "cas"));
+
+      const logger = createLogger({ sink: { kind: "file", path: infoPath } });
+      const ac = new AbortController();
+
+      const result = await executeThread(
+        parentWorkflow,
+        "parent-wf",
+        { prompt: "from-parent", steps: [] },
+        {
+          maxRounds: 5,
+          depth: 0,
+          signal: ac.signal,
+          awaitAfterEachYield: async () => {},
+          forkSourceThreadId: null,
+          prefilledDiskSteps: null,
+        },
+        { threadId, hash: parentHash, dataJsonlPath: dataPath, infoJsonlPath: infoPath, cas },
+        logger,
+      );
+
+      expect(result.returnCode).toBe(0);
+      expect(typeof result.rootHash).toBe("string");
+
+      const parentText = await readFile(dataPath, "utf8");
+      const parentLines = parentText
+        .trim()
+        .split("\n")
+        .filter((l) => l !== "");
+      expect(parentLines.length).toBe(2);
+      const callerLine = JSON.parse(parentLines[1] ?? "{}") as Record<string, unknown>;
+      expect(callerLine.role).toBe("caller");
+      const childRootHash = await getContentMerklePayload(cas, String(callerLine.contentHash));
+      expect(childRootHash).not.toBeNull();
+      const childThreadYaml = await cas.get(childRootHash ?? "");
+      expect(childThreadYaml).not.toBeNull();
+      const childThreadNode = parseMerkleNode(childThreadYaml ?? "");
+      expect(childThreadNode.type).toBe("thread");
+      const childPayload = childThreadNode.payload as Record<string, unknown>;
+      expect(childPayload.workflow).toBe("child-wf");
+      const childResult = childPayload.result as Record<string, unknown>;
+      expect(childResult.summary).toBe("child-done:from-parent");
+
+      const childDir = join(root, "logs", childHash);
+      const childFiles = await readdir(childDir);
+      const childDataName = childFiles.find((n) => n.endsWith(".data.jsonl"));
+      expect(childDataName).toBeDefined();
+
+      const childText = await readFile(join(childDir, childDataName ?? ""), "utf8");
+      const childStart = JSON.parse(
+        childText
+          .trim()
+          .split("\n")
+          .filter((l) => l !== "")[0] ?? "{}",
+      ) as Record<string, unknown>;
+      expect(childStart.forkFrom).toEqual({ threadId });
+      const childOpts = (childStart.parameters as Record<string, unknown>).options as Record<
+        string,
+        unknown
+      >;
+      expect(childOpts.depth).toBe(1);
+    } finally {
+      await rm(root, { recursive: true, force: true });
+    }
+  });
+});

packages/workflow/__tests__/workflow-as-agent.test.ts

@@ -0,0 +1,168 @@
+import { describe, expect, test } from "bun:test";
+import { mkdir, mkdtemp, rm, writeFile } from "node:fs/promises";
+import { tmpdir } from "node:os";
+import { join } from "node:path";
+
+import { createCasStore } from "../src/cas.js";
+import { hashWorkflowBundleBytes } from "../src/hash.js";
+import { parseMerkleNode } from "../src/merkle.js";
+import {
+  readWorkflowRegistry,
+  registerWorkflowVersion,
+  writeWorkflowRegistry,
+} from "../src/registry.js";
+import { type AgentContext, START } from "../src/types.js";
+import { workflowAsAgent } from "../src/workflow-as-agent.js";
+
+function makeAgentCtx(params: {
+  storageRoot: string;
+  depth: number;
+  prompt: string;
+  maxRounds: number;
+}): AgentContext {
+  const ts = Date.now();
+  return {
+    threadId: "01PARENT000000000000000001AA",
+    depth: params.depth,
+    start: {
+      role: START,
+      content: params.prompt,
+      meta: { maxRounds: params.maxRounds },
+      timestamp: ts,
+    },
+    steps: [],
+    currentRole: {
+      name: "caller",
+      systemPrompt: "caller",
+    },
+    cas: createCasStore(join(params.storageRoot, "agent-ctx-cas")),
+  };
+}
+
+const childBundleSource = `import { putContentMerkleNode } from "@uncaged/workflow";
+
+export const descriptor = {
+  description: "child-test",
+  roles: {
+    agent: {
+      description: "agent",
+      schema: { type: "object", properties: {}, additionalProperties: true },
+    },
+  },
+};
+export async function* run(input, options) {
+  const cas = options.cas;
+  const h = await putContentMerkleNode(cas, "child-body");
+  yield { role: "agent", contentHash: h, meta: {}, refs: [h] };
+  return { returnCode: 0, summary: "child-done:" + input.prompt };
+}
+`;
+
+async function installChildWorkflow(storageRoot: string): Promise<{ hash: string }> {
+  const bytes = new TextEncoder().encode(childBundleSource);
+  const hash = hashWorkflowBundleBytes(bytes);
+  await mkdir(join(storageRoot, "bundles"), { recursive: true });
+  await writeFile(join(storageRoot, "bundles", `${hash}.esm.js`), childBundleSource, "utf8");
+  const reg = await readWorkflowRegistry(storageRoot);
+  if (!reg.ok) {
+    throw reg.error;
+  }
+  const next = registerWorkflowVersion(reg.value, "child-wf", hash, Date.now());
+  const wr = await writeWorkflowRegistry(storageRoot, next);
+  if (!wr.ok) {
+    throw wr.error;
+  }
+  return { hash };
+}
+
+describe("workflowAsAgent", () => {
+  test("returns error when workflow name is not registered", async () => {
+    const root = await mkdtemp(join(tmpdir(), "wf-waa-missing-"));
+    try {
+      const agent = workflowAsAgent("missing-wf", { storageRoot: root });
+      const out = await agent(
+        makeAgentCtx({ storageRoot: root, depth: 0, prompt: "x", maxRounds: 5 }),
+      );
+      expect(out).toContain("not found in registry");
+      expect(out).toContain("missing-wf");
+    } finally {
+      await rm(root, { recursive: true, force: true });
+    }
+  });
+
+  test("runs registered workflow and returns child thread root CAS hash", async () => {
+    const root = await mkdtemp(join(tmpdir(), "wf-waa-ok-"));
+    try {
+      await installChildWorkflow(root);
+      const agent = workflowAsAgent("child-wf", { storageRoot: root });
+      const out = await agent(
+        makeAgentCtx({ storageRoot: root, depth: 0, prompt: "hello-parent", maxRounds: 5 }),
+      );
+      const cas = createCasStore(join(root, "cas"));
+      const threadYaml = await cas.get(out);
+      expect(threadYaml).not.toBeNull();
+      const node = parseMerkleNode(threadYaml ?? "");
+      expect(node.type).toBe("thread");
+      const payload = node.payload as Record<string, unknown>;
+      expect(payload.workflow).toBe("child-wf");
+      const resultObj = payload.result as Record<string, unknown>;
+      expect(resultObj.summary).toBe("child-done:hello-parent");
+      expect(node.children.length).toBe(1);
+    } finally {
+      await rm(root, { recursive: true, force: true });
+    }
+  });
+
+  test("enforces depth limit (returns error string, does not throw)", async () => {
+    const root = await mkdtemp(join(tmpdir(), "wf-waa-depth-"));
+    try {
+      const agent = workflowAsAgent("child-wf", { storageRoot: root });
+      const out = await agent(
+        makeAgentCtx({ storageRoot: root, depth: 3, prompt: "x", maxRounds: 5 }),
+      );
+      expect(out).toContain("depth limit");
+      expect(out).toContain("max 3");
+    } finally {
+      await rm(root, { recursive: true, force: true });
+    }
+  });
+
+  test("uses registry config maxDepth when set", async () => {
+    const root = await mkdtemp(join(tmpdir(), "wf-waa-maxdepth-cfg-"));
+    try {
+      await installChildWorkflow(root);
+      const reg = await readWorkflowRegistry(root);
+      expect(reg.ok).toBe(true);
+      if (!reg.ok) {
+        return;
+      }
+      const withCfg = {
+        ...reg.value,
+        config: {
+          maxDepth: 2,
+          extract: {
+            baseUrl: "http://127.0.0.1:9",
+            model: "m",
+            apiKey: "k",
+          },
+        },
+      };
+      const wr = await writeWorkflowRegistry(root, withCfg);
+      expect(wr.ok).toBe(true);
+
+      const agent = workflowAsAgent("child-wf", { storageRoot: root });
+      const okOut = await agent(
+        makeAgentCtx({ storageRoot: root, depth: 1, prompt: "nest-once", maxRounds: 5 }),
+      );
+      expect(okOut).not.toContain("depth limit");
+
+      const badOut = await agent(
+        makeAgentCtx({ storageRoot: root, depth: 2, prompt: "x", maxRounds: 5 }),
+      );
+      expect(badOut).toContain("depth limit");
+      expect(badOut).toContain("max 2");
+    } finally {
+      await rm(root, { recursive: true, force: true });
+    }
+  });
+});

packages/workflow/src/bundle-import-env.ts

@@ -0,0 +1,8 @@
+import { pathToFileURL } from "node:url";
+
+/**
+ * Dynamic-import a workflow bundle path (see {@link extractBundleExports} — symlink must exist first).
+ */
+export async function importWorkflowBundleModule(bundlePath: string): Promise<unknown> {
+  return import(pathToFileURL(bundlePath).href);
+}

packages/workflow/src/bundle-validator.ts

@@ -41,9 +41,12 @@ function isAllowedImportSpecifier(spec: string): boolean {
   if (spec.length === 0) {
     return false;
   }
-  if (spec.startsWith(".") || spec.startsWith("/")) {
+  if (spec.startsWith(".") || spec.startsWith("/") || spec.startsWith("file:")) {
     return false;
   }
+  if (spec === "@uncaged/workflow") {
+    return true;
+  }
   return isBuiltin(spec);
 }
 
@@ -297,7 +300,7 @@ function validateImportDeclaration(node: ImportDeclaration): string | null {
     return "only static string import specifiers are allowed";
   }
   if (!isAllowedImportSpecifier(spec)) {
-    return `disallowed import specifier "${spec}" (only Node built-ins are allowed)`;
+    return `disallowed import specifier "${spec}" (only Node built-ins and "@uncaged/workflow" are allowed)`;
   }
   return null;
 }
@@ -312,7 +315,7 @@ function validateExportSource(
     return staticMessage;
   }
   if (!isAllowedImportSpecifier(spec)) {
-    return `${disallowedPrefix} "${spec}" (only Node built-ins are allowed)`;
+    return `${disallowedPrefix} "${spec}" (only Node built-ins and "@uncaged/workflow" are allowed)`;
   }
   return null;
 }
@@ -365,7 +368,7 @@ function bundleConstraintViolationForNode(node: Node): string | null {
 
 /**
  * Validate RFC-001 bundle rules: single-file ESM shape, named exports `run` + `descriptor`,
- * no default export, no dynamic `import()`, static imports restricted to Node builtins.
+ * no default export, no dynamic `import()`, static imports restricted to Node builtins plus `@uncaged/workflow`.
  */
 export function validateWorkflowBundle(input: WorkflowBundleValidationInput): Result<void, string> {
   if (!endsWithEsmJs(input.filePath)) {

packages/workflow/src/create-workflow.ts

@@ -1,9 +1,14 @@
-import type { ExtractFn } from "./extract-fn.js";
+import type { CasStore } from "./cas.js";
+import { buildExtractUserContent, type ExtractFn } from "./extract-fn.js";
+import { putContentMerkleNode } from "./merkle.js";
+import { reactExtract } from "./react-extract.js";
+import { mergeRefsWithContentHash } from "./refs-field.js";
 import {
   type AgentBinding,
   type AgentContext,
   END,
   type ExtractContext,
+  type LlmProvider,
   type ModeratorContext,
   type RoleDefinition,
   type RoleMeta,
@@ -11,10 +16,10 @@ import {
   type RoleStep,
   START,
   type ThreadInput,
+  type WorkflowCompletion,
   type WorkflowDefinition,
   type WorkflowFn,
   type WorkflowFnOptions,
-  type WorkflowResult,
 } from "./types.js";
 
 function isRoleNext<M extends RoleMeta>(
@@ -34,19 +39,56 @@ function resolveExtractedRefs(
   return extractRefsFn(meta as Record<string, unknown>);
 }
 
+async function resolveRoleMeta<M extends RoleMeta>(
+  roleDef: RoleDefinition<Record<string, unknown>>,
+  extractCtx: ExtractContext<M>,
+  extract: ExtractFn,
+  llmProvider: LlmProvider | null,
+  cas: CasStore,
+): Promise<Record<string, unknown>> {
+  if (roleDef.extractMode === "react") {
+    if (llmProvider === null) {
+      throw new Error(
+        'createWorkflow: llmProvider is required when a role uses extractMode "react"',
+      );
+    }
+    const text = await buildExtractUserContent(
+      extractCtx as unknown as ExtractContext,
+      roleDef.extractPrompt,
+    );
+    const reactResult = await reactExtract({
+      text,
+      schema: roleDef.schema,
+      provider: llmProvider,
+      cas,
+    });
+    if (!reactResult.ok) {
+      throw new Error(`react extract failed: ${reactResult.error}`);
+    }
+    return reactResult.value as Record<string, unknown>;
+  }
+  return (await extract(
+    roleDef.schema,
+    roleDef.extractPrompt,
+    extractCtx as unknown as ExtractContext,
+  )) as Record<string, unknown>;
+}
+
 /**
  * Binds pure role definitions + moderator to runtime agents and structured extraction.
- * Assign with `export const run = createWorkflow(def, binding, extract)`.
+ * Assign with `export const run = createWorkflow(def, binding, extract, llmProvider)`.
+ * Pass the same {@link LlmProvider} as {@link createExtract} when any role uses `extractMode: "react"`.
  */
 export function createWorkflow<M extends RoleMeta>(
   def: Pick<WorkflowDefinition<M>, "roles" | "moderator">,
   binding: AgentBinding,
   extract: ExtractFn,
+  llmProvider: LlmProvider | null,
 ): WorkflowFn {
   return async function* workflowLoop(
     input: ThreadInput,
     options: WorkflowFnOptions,
-  ): AsyncGenerator<RoleOutput, WorkflowResult> {
+  ): AsyncGenerator<RoleOutput, WorkflowCompletion> {
     const nowMs = Date.now();
     const start: ModeratorContext<M>["start"] = {
       role: START,
@@ -58,7 +100,7 @@ export function createWorkflow<M extends RoleMeta>(
     const baseTs = Date.now();
     let steps: RoleStep<M>[] = input.steps.map((out, i) => ({
       role: out.role,
-      content: out.content,
+      contentHash: out.contentHash,
       meta: out.meta,
       refs: out.refs,
       timestamp: baseTs + i,
@@ -74,6 +116,7 @@ export function createWorkflow<M extends RoleMeta>(
 
       const modCtx: ModeratorContext<M> = {
         threadId: options.threadId,
+        depth: options.depth,
         start,
         steps,
       };
@@ -92,6 +135,7 @@ export function createWorkflow<M extends RoleMeta>(
       const agentCtx: AgentContext<M> = {
         ...modCtx,
         currentRole: { name: next, systemPrompt: roleDef.systemPrompt },
+        cas: options.cas,
       };
 
       const agent = binding.overrides?.[next] ?? binding.agent;
@@ -103,27 +147,36 @@ export function createWorkflow<M extends RoleMeta>(
         agentContent: raw,
       };
 
-      const meta = await extract(
-        roleDef.schema,
-        roleDef.extractPrompt,
-        extractCtx as unknown as ExtractContext,
+      const meta = await resolveRoleMeta(
+        roleDef as unknown as RoleDefinition<Record<string, unknown>>,
+        extractCtx,
+        extract,
+        llmProvider,
+        options.cas,
       );
 
-      const refs = resolveExtractedRefs(
-        roleDef as unknown as RoleDefinition<Record<string, unknown>>,
-        meta,
+      const contentHash = await putContentMerkleNode(options.cas, raw);
+
+      const refs = mergeRefsWithContentHash(
+        resolveExtractedRefs(roleDef as unknown as RoleDefinition<Record<string, unknown>>, meta),
+        contentHash,
       );
 
       const ts = Date.now();
       const step = {
         role: next,
-        content: raw,
+        contentHash,
         meta,
         refs,
         timestamp: ts,
       } as RoleStep<M>;
 
-      yield { role: step.role, content: step.content, meta: step.meta, refs: step.refs };
+      yield {
+        role: step.role,
+        contentHash: step.contentHash,
+        meta: step.meta,
+        refs: step.refs,
+      };
 
       steps = [...steps, step];
     }

packages/workflow/src/engine.ts

@@ -1,21 +1,30 @@
 import { appendFile, mkdir } from "node:fs/promises";
 import { dirname } from "node:path";
 
+import type { CasStore } from "./cas.js";
 import type { LogFn } from "./logger.js";
+import { getContentMerklePayload, putStepMerkleNode, putThreadMerkleNode } from "./merkle.js";
 import { normalizeRefsField } from "./refs-field.js";
-import type { ThreadInput, WorkflowFn, WorkflowFnOptions, WorkflowResult } from "./types.js";
+import type {
+  ThreadInput,
+  WorkflowCompletion,
+  WorkflowFn,
+  WorkflowFnOptions,
+  WorkflowResult,
+} from "./types.js";
 
 export type ExecuteThreadIo = {
   threadId: string;
   hash: string;
   dataJsonlPath: string;
   infoJsonlPath: string;
+  cas: CasStore;
 };
 
 /** One persisted role line in `.data.jsonl` (engine adds these for fork replay before running the generator). */
 export type PrefilledDiskStep = {
   role: string;
-  content: string;
+  contentHash: string;
   meta: Record<string, unknown>;
   refs: string[];
   timestamp: number;
@@ -23,6 +32,8 @@ export type PrefilledDiskStep = {
 
 export type ExecuteThreadOptions = {
   maxRounds: number;
+  /** Passed to the bundle as `WorkflowFnOptions.depth`. */
+  depth: number;
   signal: AbortSignal;
   /** Invoked after each successful yield (and outer-loop checks); used for pause/resume. */
   awaitAfterEachYield: () => Promise<void>;
@@ -40,51 +51,123 @@ async function appendDataLine(path: string, record: unknown): Promise<void> {
   await appendFile(path, line, "utf8");
 }
 
+async function finalizeThreadResult(params: {
+  cas: CasStore;
+  workflowName: string;
+  threadId: string;
+  stepMerkleHashes: readonly string[];
+  completion: WorkflowCompletion;
+}): Promise<WorkflowResult> {
+  const rootHash = await putThreadMerkleNode(
+    params.cas,
+    {
+      workflow: params.workflowName,
+      threadId: params.threadId,
+      result: {
+        returnCode: params.completion.returnCode,
+        summary: params.completion.summary,
+      },
+    },
+    params.stepMerkleHashes,
+  );
+  return {
+    returnCode: params.completion.returnCode,
+    summary: params.completion.summary,
+    rootHash,
+  };
+}
+
 async function driveWorkflowGenerator(params: {
   fn: WorkflowFn;
+  workflowName: string;
   input: ThreadInput;
   bundleOptions: WorkflowFnOptions;
   executeOptions: ExecuteThreadOptions;
   dataJsonlPath: string;
   threadId: string;
   logger: LogFn;
+  cas: CasStore;
+  stepMerkleHashes: string[];
 }): Promise<WorkflowResult> {
-  const { fn, input, bundleOptions, executeOptions, dataJsonlPath, threadId, logger } = params;
+  const {
+    fn,
+    workflowName,
+    input,
+    bundleOptions,
+    executeOptions,
+    dataJsonlPath,
+    threadId,
+    logger,
+    cas,
+    stepMerkleHashes,
+  } = params;
   const gen = fn(input, bundleOptions);
   let written = 0;
 
   while (true) {
     if (executeOptions.signal.aborted) {
       logger("V8JX4NP2", `thread ${threadId} aborted`);
-      return { returnCode: 130, summary: "thread aborted" };
+      return await finalizeThreadResult({
+        cas,
+        workflowName,
+        threadId,
+        stepMerkleHashes,
+        completion: { returnCode: 130, summary: "thread aborted" },
+      });
     }
 
     if (written >= executeOptions.maxRounds) {
       logger("R3CW7YBQ", `thread ${threadId} stopped at maxRounds=${executeOptions.maxRounds}`);
-      return {
-        returnCode: 0,
-        summary: `completed: reached maxRounds (${executeOptions.maxRounds})`,
-      };
+      return await finalizeThreadResult({
+        cas,
+        workflowName,
+        threadId,
+        stepMerkleHashes,
+        completion: {
+          returnCode: 0,
+          summary: `completed: reached maxRounds (${executeOptions.maxRounds})`,
+        },
+      });
     }
 
     const iterResult = await gen.next();
 
     if (iterResult.done) {
       logger("F3HN8QKP", `thread ${threadId} generator finished`);
-      return iterResult.value;
+      const completion = iterResult.value;
+      return await finalizeThreadResult({
+        cas,
+        workflowName,
+        threadId,
+        stepMerkleHashes,
+        completion,
+      });
     }
 
     written++;
     const step = iterResult.value;
+    const resolved = await getContentMerklePayload(cas, step.contentHash);
+    if (resolved === null) {
+      throw new Error(
+        `role step ${step.role}: CAS blob missing for contentHash ${step.contentHash}`,
+      );
+    }
     const ts = Date.now();
     await appendDataLine(dataJsonlPath, {
       role: step.role,
-      content: step.content,
+      contentHash: step.contentHash,
       meta: step.meta,
       refs: normalizeRefsField(step.refs),
       timestamp: ts,
     });
 
+    const stepNodeHash = await putStepMerkleNode(
+      cas,
+      { role: step.role, meta: step.meta },
+      step.contentHash,
+    );
+    stepMerkleHashes.push(stepNodeHash);
+
     logger("N7BW4YHQ", `thread ${threadId} wrote role ${step.role}`);
 
     await Promise.race([
@@ -100,7 +183,13 @@ async function driveWorkflowGenerator(params: {
 
     if (executeOptions.signal.aborted) {
       logger("V8JX4NP4", `thread ${threadId} aborted`);
-      return { returnCode: 130, summary: "thread aborted" };
+      return await finalizeThreadResult({
+        cas,
+        workflowName,
+        threadId,
+        stepMerkleHashes,
+        completion: { returnCode: 130, summary: "thread aborted" },
+      });
     }
   }
 }
@@ -136,6 +225,7 @@ export async function executeThread(
       prompt: input.prompt,
       options: {
         maxRounds: options.maxRounds,
+        depth: options.depth,
       },
     },
     timestamp: nowMs,
@@ -148,38 +238,63 @@ export async function executeThread(
 
   logger("T9HQ2KHM", `thread ${io.threadId} started for workflow ${workflowName}`);
 
+  const stepMerkleHashes: string[] = [];
+
   if (prefilled !== null) {
     for (const row of prefilled) {
+      const prefilledPayload = await getContentMerklePayload(io.cas, row.contentHash);
+      if (prefilledPayload === null) {
+        throw new Error(
+          `prefilled step ${row.role}: CAS blob missing for contentHash ${row.contentHash}`,
+        );
+      }
       await appendDataLine(io.dataJsonlPath, {
         role: row.role,
-        content: row.content,
+        contentHash: row.contentHash,
         meta: row.meta,
         refs: normalizeRefsField(row.refs),
         timestamp: row.timestamp,
       });
+      const stepNodeHash = await putStepMerkleNode(
+        io.cas,
+        { role: row.role, meta: row.meta },
+        row.contentHash,
+      );
+      stepMerkleHashes.push(stepNodeHash);
     }
   }
 
   if (options.maxRounds <= 0) {
     logger("R3CW7YBQ", `thread ${io.threadId} stopped at maxRounds=${options.maxRounds}`);
-    return {
-      returnCode: 0,
-      summary: `completed: reached maxRounds (${options.maxRounds})`,
-    };
+    return await finalizeThreadResult({
+      cas: io.cas,
+      workflowName,
+      threadId: io.threadId,
+      stepMerkleHashes,
+      completion: {
+        returnCode: 0,
+        summary: `completed: reached maxRounds (${options.maxRounds})`,
+      },
+    });
   }
 
   const bundleOptions: WorkflowFnOptions = {
     threadId: io.threadId,
     maxRounds: options.maxRounds,
+    depth: options.depth,
+    cas: io.cas,
   };
 
   return await driveWorkflowGenerator({
     fn,
+    workflowName,
     input,
     bundleOptions,
     executeOptions: options,
     dataJsonlPath: io.dataJsonlPath,
     threadId: io.threadId,
     logger,
+    cas: io.cas,
+    stepMerkleHashes,
   });
 }

packages/workflow/src/ensure-uncaged-workflow-symlink.ts

@@ -0,0 +1,36 @@
+import { mkdir, readlink, symlink, unlink } from "node:fs/promises";
+import path from "node:path";
+import { fileURLToPath } from "node:url";
+
+/** This module lives in `@uncaged/workflow/src`; parent dir is the package root. */
+function installedWorkflowPackageDir(): string {
+  return fileURLToPath(new URL("..", import.meta.url));
+}
+
+/**
+ * Ensures `<storageRoot>/node_modules/@uncaged/workflow` points at the installed `@uncaged/workflow`
+ * package so workflow bundles loaded from `<storageRoot>/bundles/*.esm.js` can resolve `import "@uncaged/workflow"`.
+ */
+export async function ensureUncagedWorkflowSymlink(storageRoot: string): Promise<void> {
+  const target = installedWorkflowPackageDir();
+  const linkDir = path.join(storageRoot, "node_modules", "@uncaged");
+  const linkPath = path.join(linkDir, "workflow");
+  await mkdir(linkDir, { recursive: true });
+
+  try {
+    const existing = await readlink(linkPath);
+    const normalizedExisting = path.resolve(linkDir, existing);
+    if (normalizedExisting === target) {
+      return;
+    }
+    await unlink(linkPath);
+  } catch (e) {
+    const errObj = e as NodeJS.ErrnoException;
+    if (errObj.code !== "ENOENT" && errObj.code !== "EINVAL") {
+      throw e;
+    }
+  }
+
+  const linkType = process.platform === "win32" ? "junction" : "dir";
+  await symlink(target, linkPath, linkType);
+}

packages/workflow/src/extract-bundle-exports.ts

@@ -1,5 +1,5 @@
-import { pathToFileURL } from "node:url";
-
+import { importWorkflowBundleModule } from "./bundle-import-env.js";
+import { ensureUncagedWorkflowSymlink } from "./ensure-uncaged-workflow-symlink.js";
 import { err, ok, type Result } from "./result.js";
 import type { WorkflowFn } from "./types.js";
 import type { WorkflowDescriptor } from "./workflow-descriptor.js";
@@ -10,14 +10,23 @@ export type ExtractedBundleExports = {
   descriptor: WorkflowDescriptor;
 };
 
+export type ExtractBundleExportsOptions = {
+  /** When set, ensures `node_modules/@uncaged/workflow` exists under this root before import. */
+  storageRoot: string | null;
+};
+
 /** Load a workflow `.esm.js` bundle and read its named exports (`run`, `descriptor`). */
 export async function extractBundleExports(
   bundlePath: string,
+  options: ExtractBundleExportsOptions = { storageRoot: null },
 ): Promise<Result<ExtractedBundleExports, string>> {
   let modUnknown: unknown;
   try {
+    if (options.storageRoot !== null) {
+      await ensureUncagedWorkflowSymlink(options.storageRoot);
+    }
     // Dynamic import required: user bundle path resolved at runtime
-    modUnknown = await import(pathToFileURL(bundlePath).href);
+    modUnknown = await importWorkflowBundleModule(bundlePath);
   } catch (e) {
     const message = e instanceof Error ? e.message : String(e);
     return err(`failed to import bundle: ${message}`);

packages/workflow/src/extract-fn.ts

@@ -1,6 +1,7 @@
 import type * as z from "zod/v4";
 
 import { llmExtractWithRetry } from "./llm-extract.js";
+import { getContentMerklePayload } from "./merkle.js";
 import type { ExtractContext, LlmProvider } from "./types.js";
 
 export type ExtractFn = <T extends Record<string, unknown>>(
@@ -9,6 +10,40 @@ export type ExtractFn = <T extends Record<string, unknown>>(
   ctx: ExtractContext,
 ) => Promise<T>;
 
+/** Builds the user-side extraction prompt (thread + agent output + instruction). */
+export async function buildExtractUserContent(
+  ctx: ExtractContext,
+  prompt: string,
+): Promise<string> {
+  const lines: string[] = [];
+  lines.push(`## Role: ${ctx.currentRole.name}`);
+  lines.push(ctx.currentRole.systemPrompt);
+  lines.push("");
+  lines.push("## Task");
+  lines.push(ctx.start.content);
+  lines.push("");
+  if (ctx.steps.length > 0) {
+    lines.push("## Thread History");
+    for (const step of ctx.steps) {
+      const body = await getContentMerklePayload(ctx.cas, step.contentHash);
+      if (body === null) {
+        throw new Error(`extract: missing CAS blob for step ${step.role}: ${step.contentHash}`);
+      }
+      lines.push(`### ${step.role}`);
+      lines.push(body);
+      lines.push(`Meta: ${JSON.stringify(step.meta)}`);
+      lines.push("");
+    }
+  }
+  lines.push("## Agent Output");
+  lines.push(ctx.agentContent);
+  lines.push("");
+  lines.push("## Extraction Instruction");
+  lines.push(prompt);
+
+  return lines.join("\n");
+}
+
 /**
  * Create an ExtractFn backed by an LLM provider.
  * Builds prompt text from {@link ExtractContext} plus `prompt` and calls structured extraction.
@@ -19,29 +54,7 @@ export function createExtract(provider: LlmProvider): ExtractFn {
     prompt: string,
     ctx: ExtractContext,
   ): Promise<T> => {
-    const lines: string[] = [];
-    lines.push(`## Role: ${ctx.currentRole.name}`);
-    lines.push(ctx.currentRole.systemPrompt);
-    lines.push("");
-    lines.push("## Task");
-    lines.push(ctx.start.content);
-    lines.push("");
-    if (ctx.steps.length > 0) {
-      lines.push("## Thread History");
-      for (const step of ctx.steps) {
-        lines.push(`### ${step.role}`);
-        lines.push(step.content);
-        lines.push(`Meta: ${JSON.stringify(step.meta)}`);
-        lines.push("");
-      }
-    }
-    lines.push("## Agent Output");
-    lines.push(ctx.agentContent);
-    lines.push("");
-    lines.push("## Extraction Instruction");
-    lines.push(prompt);
-
-    const text = lines.join("\n");
+    const text = await buildExtractUserContent(ctx, prompt);
     const result = await llmExtractWithRetry({ text, schema, provider });
     if (!result.ok) {
       throw new Error(`extract failed: ${JSON.stringify(result.error)}`);

packages/workflow/src/extract-provider.ts

@@ -0,0 +1,35 @@
+import { readWorkflowRegistry } from "./registry.js";
+import type { WorkflowConfig } from "./registry-types.js";
+import { err, ok, type Result } from "./result.js";
+import { getDefaultWorkflowStorageRoot } from "./storage-root.js";
+import type { LlmProvider } from "./types.js";
+
+const DEFAULT_WORKFLOW_AS_AGENT_MAX_DEPTH = 3;
+
+export function getWorkflowAsAgentMaxDepth(config: WorkflowConfig | null): number {
+  if (config === null) {
+    return DEFAULT_WORKFLOW_AS_AGENT_MAX_DEPTH;
+  }
+  return config.maxDepth;
+}
+
+/** Loads `config.extract` from workflow.yaml (apiKey already resolved at registry parse time). */
+export async function getExtractProvider(
+  storageRoot: string | undefined,
+): Promise<Result<LlmProvider, string>> {
+  const root = storageRoot ?? getDefaultWorkflowStorageRoot();
+  const regResult = await readWorkflowRegistry(root);
+  if (!regResult.ok) {
+    return err(regResult.error.message);
+  }
+  const cfg = regResult.value.config;
+  if (cfg === null) {
+    return err("workflow registry has no global config section");
+  }
+  const ex = cfg.extract;
+  return ok({
+    baseUrl: ex.baseUrl,
+    apiKey: ex.apiKey,
+    model: ex.model,
+  });
+}

packages/workflow/src/fork-thread.ts

@@ -1,6 +1,6 @@
 import { normalizeRefsField } from "./refs-field.js";
 import { err, ok, type Result } from "./result.js";
-import type { RoleOutput } from "./types.js";
+import type { RoleOutput, WorkflowCompletion } from "./types.js";
 
 /** Role steps replayed from `.data.jsonl`, including persisted timestamps. */
 export type ForkHistoricalStep = RoleOutput & { timestamp: number };
@@ -11,35 +11,59 @@ export type ParsedThreadStartRecord = {
   threadId: string;
   prompt: string;
   maxRounds: number;
+  depth: number;
 };
 
+/** Recognizes a persisted workflow completion line (no `role`; has numeric `returnCode` and string `summary`). Omits `rootHash` when absent. */
+export function tryParseWorkflowResultRecord(
+  obj: Record<string, unknown>,
+): WorkflowCompletion | null {
+  if (obj.role !== undefined) {
+    return null;
+  }
+  const returnCode = obj.returnCode;
+  const summary = obj.summary;
+  if (typeof returnCode !== "number" || typeof summary !== "string") {
+    return null;
+  }
+  return { returnCode, summary };
+}
+
+export function tryParseRoleStepRecord(obj: Record<string, unknown>): ForkHistoricalStep | null {
+  const role = obj.role;
+  const contentHash = obj.contentHash;
+  const meta = obj.meta;
+  const timestamp = obj.timestamp;
+  if (typeof role !== "string") {
+    return null;
+  }
+  if (typeof contentHash !== "string") {
+    return null;
+  }
+  if (meta === null || typeof meta !== "object") {
+    return null;
+  }
+  if (typeof timestamp !== "number") {
+    return null;
+  }
+  return {
+    role,
+    contentHash,
+    meta: meta as Record<string, unknown>,
+    refs: normalizeRefsField(obj.refs),
+    timestamp,
+  };
+}
+
 function parseRoleLine(
   obj: Record<string, unknown>,
   lineIndex: number,
 ): Result<ForkHistoricalStep, string> {
-  const role = obj.role;
-  const content = obj.content;
-  const meta = obj.meta;
-  const timestamp = obj.timestamp;
-  if (typeof role !== "string") {
-    return err(`invalid role record at line ${lineIndex}: missing role`);
+  const parsed = tryParseRoleStepRecord(obj);
+  if (parsed === null) {
+    return err(`invalid role record at line ${lineIndex}`);
   }
-  if (typeof content !== "string") {
-    return err(`invalid role record at line ${lineIndex}: missing content`);
-  }
-  if (meta === null || typeof meta !== "object") {
-    return err(`invalid role record at line ${lineIndex}: missing meta`);
-  }
-  if (typeof timestamp !== "number") {
-    return err(`invalid role record at line ${lineIndex}: missing timestamp`);
-  }
-  return ok({
-    role,
-    content,
-    meta: meta as Record<string, unknown>,
-    refs: normalizeRefsField(obj.refs),
-    timestamp,
-  });
+  return ok(parsed);
 }
 
 function parseStartRecordLine(firstLine: string): Result<ParsedThreadStartRecord, string> {
@@ -78,12 +102,17 @@ function parseStartRecordLine(firstLine: string): Result<ParsedThreadStartRecord
     return err("start record missing parameters.options.maxRounds");
   }
 
+  const depthRaw = optRec.depth;
+  const depth =
+    typeof depthRaw === "number" && Number.isFinite(depthRaw) ? Math.trunc(depthRaw) : 0;
+
   return ok({
     workflowName: name,
     hash,
     threadId,
     prompt,
     maxRounds,
+    depth,
   });
 }
 
@@ -103,7 +132,15 @@ function parseFollowingRoleLines(lines: string[]): Result<ForkHistoricalStep[],
     if (rec === null || typeof rec !== "object") {
       return err(`invalid record at line ${i + 1}`);
     }
-    const parsed = parseRoleLine(rec as Record<string, unknown>, i + 1);
+    const recObj = rec as Record<string, unknown>;
+    const wf = tryParseWorkflowResultRecord(recObj);
+    if (wf !== null) {
+      if (i !== lines.length - 1) {
+        return err("WorkflowResult record must be the final line in `.data.jsonl`");
+      }
+      break;
+    }
+    const parsed = parseRoleLine(recObj, i + 1);
     if (!parsed.ok) {
       return parsed;
     }
@@ -196,7 +233,7 @@ export type ForkPlan = {
   hash: string;
   sourceThreadId: string;
   prompt: string;
-  runOptions: { maxRounds: number };
+  runOptions: { maxRounds: number; depth: number };
   historicalSteps: ForkHistoricalStep[];
 };
 
@@ -221,7 +258,7 @@ export function buildForkPlan(
     hash: start.hash,
     sourceThreadId: start.threadId,
     prompt: start.prompt,
-    runOptions: { maxRounds: start.maxRounds },
+    runOptions: { maxRounds: start.maxRounds, depth: start.depth },
     historicalSteps: selected.value,
   });
 }

packages/workflow/src/index.ts

@@ -17,6 +17,7 @@ export {
 } from "./engine.js";
 export { type ExtractedBundleExports, extractBundleExports } from "./extract-bundle-exports.js";
 export { createExtract, type ExtractFn } from "./extract-fn.js";
+export { getExtractProvider } from "./extract-provider.js";
 export {
   buildForkPlan,
   type ForkHistoricalStep,
@@ -24,6 +25,8 @@ export {
   type ParsedThreadStartRecord,
   parseThreadDataJsonl,
   selectForkHistoricalSteps,
+  tryParseRoleStepRecord,
+  tryParseWorkflowResultRecord,
 } from "./fork-thread.js";
 export { type GcResult, garbageCollectCas } from "./gc.js";
 export { stringifyWorkflowDescriptor } from "./generate-descriptor.js";
@@ -41,6 +44,21 @@ export {
   type LoggerSink,
 } from "./logger.js";
 export {
+  createContentMerkleNode,
+  getContentMerklePayload,
+  type MerkleNode,
+  type MerkleNodeType,
+  parseMerkleNode,
+  putContentMerkleNode,
+  putStepMerkleNode,
+  putThreadMerkleNode,
+  type StepMerklePayload,
+  serializeMerkleNode,
+  type ThreadMerklePayload,
+} from "./merkle.js";
+export { type ReactExtractArgs, reactExtract } from "./react-extract.js";
+export {
+  type ExtractProviderConfig,
   getRegisteredWorkflow,
   listRegisteredWorkflowNames,
   parseWorkflowRegistryYaml,
@@ -49,6 +67,7 @@ export {
   rollbackWorkflowToHistoryHash,
   stringifyWorkflowRegistryYaml,
   unregisterWorkflow,
+  type WorkflowConfig,
   type WorkflowHistoryEntry,
   type WorkflowRegistryEntry,
   type WorkflowRegistryFile,
@@ -64,6 +83,7 @@ export {
   type AgentFn,
   END,
   type ExtractContext,
+  type ExtractMode,
   type LlmProvider,
   type Moderator,
   type ModeratorContext,
@@ -75,6 +95,7 @@ export {
   type StartStep,
   type ThreadContext,
   type ThreadInput,
+  type WorkflowCompletion,
   type WorkflowDefinition,
   type WorkflowFn,
   type WorkflowFnOptions,
@@ -82,6 +103,7 @@ export {
 } from "./types.js";
 export { generateUlid } from "./ulid.js";
 export { getWorkerHostScriptPath } from "./worker-entry-path.js";
+export { type WorkflowAsAgentOptions, workflowAsAgent } from "./workflow-as-agent.js";
 export {
   validateWorkflowDescriptor,
   type WorkflowDescriptor,

packages/workflow/src/llm-extract.ts

@@ -47,6 +47,21 @@ function readToolDescription(parametersSchema: Record<string, unknown>): string
   return "Extract structured data from the input text.";
 }
 
+/** Builds OpenAI function-tool metadata from a Zod meta schema (same naming rules as single-shot extract). */
+export function extractFunctionToolFromZodSchema(schema: z.ZodType<unknown>): {
+  name: string;
+  description: string;
+  parameters: Record<string, unknown>;
+} {
+  const rawJsonSchema = z.toJSONSchema(schema) as Record<string, unknown>;
+  const parameters = stripJsonSchemaMeta(rawJsonSchema);
+  return {
+    name: readToolName(parameters),
+    description: readToolDescription(parameters),
+    parameters,
+  };
+}
+
 function readToolArgumentsJson(parsed: unknown, previewSource: string): Result<string, LlmError> {
   if (!isRecord(parsed)) {
     return err({ kind: "invalid_response_json", message: "Top-level JSON is not an object" });
@@ -124,10 +139,7 @@ export function llmErrorToCause(error: LlmError): Error {
 async function performLlmExtract<T>(
   options: LlmExtractArgs<T> & { userContent: string },
 ): Promise<Result<T, LlmError>> {
-  const rawJsonSchema = z.toJSONSchema(options.schema) as Record<string, unknown>;
-  const parameters = stripJsonSchemaMeta(rawJsonSchema);
-  const toolName = readToolName(parameters);
-  const toolDescription = readToolDescription(parameters);
+  const extractTool = extractFunctionToolFromZodSchema(options.schema);
 
   const body = {
     model: options.provider.model,
@@ -142,13 +154,13 @@ async function performLlmExtract<T>(
       {
         type: "function" as const,
         function: {
-          name: toolName,
-          description: toolDescription,
-          parameters,
+          name: extractTool.name,
+          description: extractTool.description,
+          parameters: extractTool.parameters,
         },
       },
     ],
-    tool_choice: { type: "function" as const, function: { name: toolName } },
+    tool_choice: { type: "function" as const, function: { name: extractTool.name } },
   };
 
   let response: Response;

packages/workflow/src/merkle.ts

@@ -0,0 +1,122 @@
+import { parse, stringify } from "yaml";
+
+import type { CasStore } from "./cas.js";
+
+export type MerkleNodeType = "content" | "step" | "thread";
+
+export type MerkleNode = {
+  type: MerkleNodeType;
+  payload: string | Record<string, unknown>;
+  children: string[];
+};
+
+export function serializeMerkleNode(node: MerkleNode): string {
+  return stringify(
+    { type: node.type, payload: node.payload, children: node.children },
+    { indent: 2 },
+  );
+}
+
+export function parseMerkleNode(yamlText: string): MerkleNode {
+  const raw = parse(yamlText) as unknown;
+  if (raw === null || typeof raw !== "object") {
+    throw new Error("merkle: YAML root must be an object");
+  }
+  const rec = raw as Record<string, unknown>;
+  const type = rec.type;
+  const payload = rec.payload;
+  const children = rec.children;
+  if (type !== "content" && type !== "step" && type !== "thread") {
+    throw new Error("merkle: invalid or missing type");
+  }
+  if (typeof payload !== "string" && (payload === null || typeof payload !== "object")) {
+    throw new Error("merkle: payload must be a string or object");
+  }
+  if (!Array.isArray(children)) {
+    throw new Error("merkle: children must be an array");
+  }
+  const childHashes: string[] = [];
+  for (const c of children) {
+    if (typeof c !== "string") {
+      throw new Error("merkle: child hash must be a string");
+    }
+    childHashes.push(c);
+  }
+  return {
+    type,
+    payload: typeof payload === "string" ? payload : (payload as Record<string, unknown>),
+    children: childHashes,
+  };
+}
+
+export function createContentMerkleNode(payload: string): MerkleNode {
+  return { type: "content", payload, children: [] };
+}
+
+export type StepMerklePayload = {
+  role: string;
+  meta: Record<string, unknown>;
+};
+
+export type ThreadMerklePayload = {
+  workflow: string;
+  threadId: string;
+  result: {
+    returnCode: number;
+    summary: string;
+  };
+};
+
+/** Serializes a step Merkle node (role + meta + content child) and stores it in CAS. */
+export async function putStepMerkleNode(
+  store: CasStore,
+  payload: StepMerklePayload,
+  contentHash: string,
+): Promise<string> {
+  const node: MerkleNode = {
+    type: "step",
+    payload: { role: payload.role, meta: payload.meta },
+    children: [contentHash],
+  };
+  return store.put(serializeMerkleNode(node));
+}
+
+/** Serializes the thread root Merkle node and stores it in CAS. */
+export async function putThreadMerkleNode(
+  store: CasStore,
+  payload: ThreadMerklePayload,
+  stepHashes: readonly string[],
+): Promise<string> {
+  const node: MerkleNode = {
+    type: "thread",
+    payload: {
+      workflow: payload.workflow,
+      threadId: payload.threadId,
+      result: payload.result,
+    },
+    children: [...stepHashes],
+  };
+  return store.put(serializeMerkleNode(node));
+}
+
+/** Serializes a content Merkle node and stores it in CAS; returns its hash. */
+export async function putContentMerkleNode(store: CasStore, content: string): Promise<string> {
+  const yamlText = serializeMerkleNode(createContentMerkleNode(content));
+  return store.put(yamlText);
+}
+
+/** Loads a CAS blob and returns the payload string for a `content` Merkle node. */
+export async function getContentMerklePayload(
+  store: CasStore,
+  hash: string,
+): Promise<string | null> {
+  const yamlText = await store.get(hash);
+  if (yamlText === null) {
+    return null;
+  }
+  const node = parseMerkleNode(yamlText);
+  if (node.type !== "content" || typeof node.payload !== "string") {
+    return null;
+  }
+  return node.payload;
+}

packages/workflow/src/react-extract.ts

@@ -0,0 +1,330 @@
+import type * as z from "zod/v4";
+
+import type { CasStore } from "./cas.js";
+import { extractFunctionToolFromZodSchema } from "./llm-extract.js";
+import { err, ok, type Result } from "./result.js";
+import type { LlmProvider } from "./types.js";
+
+export type ReactExtractArgs<T extends Record<string, unknown>> = {
+  text: string;
+  schema: z.ZodType<T>;
+  provider: LlmProvider;
+  cas: CasStore;
+};
+
+const MAX_REACT_ROUNDS = 10;
+
+const CAS_GET_TOOL_DEFINITION = {
+  type: "function" as const,
+  function: {
+    name: "cas_get",
+    description:
+      "Read a Merkle DAG node from content-addressed storage by its hash. Returns YAML-formatted node with type, payload, and children fields.",
+    parameters: {
+      type: "object",
+      properties: {
+        hash: { type: "string", description: "The CAS hash to retrieve" },
+      },
+      required: ["hash"],
+    },
+  },
+};
+
+function chatCompletionsUrl(baseUrl: string): string {
+  const trimmed = baseUrl.replace(/\/+$/, "");
+  return `${trimmed}/chat/completions`;
+}
+
+function isRecord(value: unknown): value is Record<string, unknown> {
+  return typeof value === "object" && value !== null && !Array.isArray(value);
+}
+
+function tryParseJsonContent(content: string): unknown | null {
+  const trimmed = content.trim();
+  const fenceMatch = /^```(?:json)?\s*([\s\S]*?)```$/m.exec(trimmed);
+  const payload = fenceMatch !== null ? fenceMatch[1].trim() : trimmed;
+  try {
+    return JSON.parse(payload) as unknown;
+  } catch {
+    return null;
+  }
+}
+
+type ToolCall = {
+  id: string;
+  type: "function";
+  function: { name: string; arguments: string };
+};
+
+type ChatMessage =
+  | { role: "system"; content: string }
+  | { role: "user"; content: string }
+  | {
+      role: "assistant";
+      content: string | null;
+      tool_calls: ToolCall[];
+    }
+  | { role: "tool"; tool_call_id: string; content: string };
+
+type AssistantTurn<T> =
+  | { kind: "plain_json"; value: T }
+  | { kind: "tool_calls"; calls: ToolCall[]; assistantContent: string | null };
+
+function firstAssistantMessage(responseText: string): Result<Record<string, unknown>, string> {
+  let parsed: unknown;
+  try {
+    parsed = JSON.parse(responseText) as unknown;
+  } catch (cause) {
+    const message = cause instanceof Error ? cause.message : String(cause);
+    return err(`invalid_response_json:${message}`);
+  }
+  if (!isRecord(parsed)) {
+    return err("invalid_response_top_level");
+  }
+  const choices = parsed.choices;
+  if (!Array.isArray(choices) || choices.length === 0) {
+    return err("no_choices_in_response");
+  }
+  const firstChoice = choices[0];
+  if (!isRecord(firstChoice)) {
+    return err("invalid_choice");
+  }
+  const messageObj = firstChoice.message;
+  if (!isRecord(messageObj)) {
+    return err("invalid_message");
+  }
+  return ok(messageObj);
+}
+
+function normalizeToolCalls(toolCallsRaw: unknown[]): Result<ToolCall[], string> {
+  const toolCalls: ToolCall[] = [];
+  for (const tc of toolCallsRaw) {
+    if (!isRecord(tc)) {
+      return err("invalid_tool_call");
+    }
+    const id = tc.id;
+    const tcType = tc.type;
+    const fn = tc.function;
+    if (typeof id !== "string" || tcType !== "function" || !isRecord(fn)) {
+      return err("invalid_tool_call_shape");
+    }
+    const name = fn.name;
+    const argumentsStr = fn.arguments;
+    if (typeof name !== "string" || typeof argumentsStr !== "string") {
+      return err("invalid_tool_call_function");
+    }
+    toolCalls.push({ id, type: "function", function: { name, arguments: argumentsStr } });
+  }
+  return ok(toolCalls);
+}
+
+function classifyAssistantTurn<T extends Record<string, unknown>>(
+  messageObj: Record<string, unknown>,
+  schema: z.ZodType<T>,
+): Result<AssistantTurn<T>, string> {
+  const toolCallsRaw = messageObj.tool_calls;
+  if (!Array.isArray(toolCallsRaw) || toolCallsRaw.length === 0) {
+    const content = messageObj.content;
+    if (typeof content !== "string") {
+      return err("no_tool_calls_and_no_string_content");
+    }
+    const jsonParsed = tryParseJsonContent(content);
+    if (jsonParsed === null) {
+      return err("no_tool_calls_and_content_not_json");
+    }
+    const validated = schema.safeParse(jsonParsed);
+    if (!validated.success) {
+      return err(`schema_validation_failed:${validated.error.message}`);
+    }
+    return ok({ kind: "plain_json", value: validated.data });
+  }
+  const callsResult = normalizeToolCalls(toolCallsRaw);
+  if (!callsResult.ok) {
+    return err(callsResult.error);
+  }
+  const assistantContent = messageObj.content;
+  return ok({
+    kind: "tool_calls",
+    calls: callsResult.value,
+    assistantContent: typeof assistantContent === "string" ? assistantContent : null,
+  });
+}
+
+async function appendCasGetToolResult(
+  tc: ToolCall,
+  cas: CasStore,
+  messages: ChatMessage[],
+): Promise<Result<null, string>> {
+  let hash: string;
+  try {
+    const ta = JSON.parse(tc.function.arguments) as unknown;
+    if (!isRecord(ta) || typeof ta.hash !== "string") {
+      return err("cas_get_invalid_arguments");
+    }
+    hash = ta.hash;
+  } catch {
+    return err("cas_get_arguments_not_json");
+  }
+  const blob = await cas.get(hash);
+  const toolContent = blob === null ? "null" : blob;
+  messages.push({
+    role: "tool",
+    tool_call_id: tc.id,
+    content: toolContent,
+  });
+  return ok(null);
+}
+
+async function appendExtractToolResult<T extends Record<string, unknown>>(
+  tc: ToolCall,
+  schema: z.ZodType<T>,
+  messages: ChatMessage[],
+): Promise<Result<T, string>> {
+  let parsedArgs: unknown;
+  try {
+    parsedArgs = JSON.parse(tc.function.arguments) as unknown;
+  } catch {
+    return err("extract_tool_arguments_not_json");
+  }
+  const validated = schema.safeParse(parsedArgs);
+  if (!validated.success) {
+    return err(`schema_validation_failed:${validated.error.message}`);
+  }
+  messages.push({
+    role: "tool",
+    tool_call_id: tc.id,
+    content: '{"ok":true}',
+  });
+  return ok(validated.data);
+}
+
+async function appendToolResults<T extends Record<string, unknown>>(
+  toolCalls: ToolCall[],
+  extractToolName: string,
+  schema: z.ZodType<T>,
+  cas: CasStore,
+  messages: ChatMessage[],
+): Promise<Result<T | null, string>> {
+  let extracted: T | null = null;
+  for (const tc of toolCalls) {
+    if (tc.function.name === "cas_get") {
+      const casRes = await appendCasGetToolResult(tc, cas, messages);
+      if (!casRes.ok) {
+        return casRes;
+      }
+      continue;
+    }
+    if (tc.function.name === extractToolName) {
+      const exRes = await appendExtractToolResult(tc, schema, messages);
+      if (!exRes.ok) {
+        return exRes;
+      }
+      extracted = exRes.value;
+      continue;
+    }
+    return err(`unknown_tool:${tc.function.name}`);
+  }
+  return ok(extracted);
+}
+
+async function postChatCompletion(
+  provider: LlmProvider,
+  messages: ChatMessage[],
+  tools: readonly Record<string, unknown>[],
+): Promise<Result<string, string>> {
+  try {
+    const response = await fetch(chatCompletionsUrl(provider.baseUrl), {
+      method: "POST",
+      headers: {
+        Authorization: `Bearer ${provider.apiKey}`,
+        "Content-Type": "application/json",
+      },
+      body: JSON.stringify({
+        model: provider.model,
+        messages,
+        tools,
+        tool_choice: "auto",
+      }),
+    });
+    const responseText = await response.text();
+    if (!response.ok) {
+      return err(`http_error:${String(response.status)}:${responseText.slice(0, 4000)}`);
+    }
+    return ok(responseText);
+  } catch (cause) {
+    const message = cause instanceof Error ? cause.message : String(cause);
+    return err(`network_error:${message}`);
+  }
+}
+
+/**
+ * Multi-turn ReAct extraction with `cas_get` plus a schema-shaped extract tool (OpenAI-compatible).
+ * Final meta comes from a successful extract tool call or from plain JSON in the assistant message.
+ */
+export async function reactExtract<T extends Record<string, unknown>>(
+  args: ReactExtractArgs<T>,
+): Promise<Result<T, string>> {
+  const extractTool = extractFunctionToolFromZodSchema(args.schema);
+  const tools = [
+    CAS_GET_TOOL_DEFINITION,
+    {
+      type: "function" as const,
+      function: {
+        name: extractTool.name,
+        description: extractTool.description,
+        parameters: extractTool.parameters,
+      },
+    },
+  ];
+
+  const systemContent = `You extract structured metadata from the agent output below. Use cas_get to read Merkle DAG nodes from CAS (YAML: type, payload, children) when the agent output references hashes you must traverse. When you have the complete structured object, call the ${extractTool.name} tool with JSON arguments matching the schema. You may instead reply with only a JSON object (no prose) when no tools are needed.`;
+
+  const messages: ChatMessage[] = [
+    { role: "system", content: systemContent },
+    { role: "user", content: args.text },
+  ];
+
+  for (let round = 0; round < MAX_REACT_ROUNDS; round++) {
+    const bodyResult = await postChatCompletion(args.provider, messages, tools);
+    if (!bodyResult.ok) {
+      return bodyResult;
+    }
+
+    const msgResult = firstAssistantMessage(bodyResult.value);
+    if (!msgResult.ok) {
+      return msgResult;
+    }
+
+    const classified = classifyAssistantTurn(msgResult.value, args.schema);
+    if (!classified.ok) {
+      return classified;
+    }
+
+    const turn = classified.value;
+    if (turn.kind === "plain_json") {
+      return ok(turn.value);
+    }
+
+    messages.push({
+      role: "assistant",
+      content: turn.assistantContent,
+      tool_calls: turn.calls,
+    });
+
+    const toolsRound = await appendToolResults(
+      turn.calls,
+      extractTool.name,
+      args.schema,
+      args.cas,
+      messages,
+    );
+    if (!toolsRound.ok) {
+      return toolsRound;
+    }
+    if (toolsRound.value !== null) {
+      return ok(toolsRound.value);
+    }
+  }
+
+  return err("max_react_rounds_exceeded");
+}

packages/workflow/src/refs-field.ts

@@ -1,3 +1,12 @@
+/** Append `contentHash` to `refs` when not already present (dedupe by first occurrence order). */
+export function mergeRefsWithContentHash(refs: string[], contentHash: string): string[] {
+  const out = [...refs];
+  if (!out.includes(contentHash)) {
+    out.push(contentHash);
+  }
+  return out;
+}
+
 /** Normalize `refs` from persisted JSONL or IPC payloads (missing or invalid → []). */
 export function normalizeRefsField(value: unknown): string[] {
   if (!Array.isArray(value)) {

packages/workflow/src/registry-normalize.ts

@@ -1,10 +1,68 @@
 import type {
+  ExtractProviderConfig,
+  WorkflowConfig,
   WorkflowHistoryEntry,
   WorkflowRegistryEntry,
   WorkflowRegistryFile,
 } from "./registry-types.js";
 import { err, ok, type Result } from "./result.js";
 
+function resolveRegistryApiKey(raw: string): Result<string, Error> {
+  if (raw.startsWith("env:")) {
+    const name = raw.slice("env:".length);
+    if (name === "") {
+      return err(new Error('config.extract.apiKey "env:" reference must name a variable'));
+    }
+    const value = process.env[name];
+    if (value === undefined) {
+      return err(new Error(`config.extract.apiKey: environment variable "${name}" is not set`));
+    }
+    return ok(value);
+  }
+  return ok(raw);
+}
+
+function normalizeExtractProviderConfig(raw: unknown): Result<ExtractProviderConfig, Error> {
+  if (raw === null || typeof raw !== "object") {
+    return err(new Error('registry config must contain an "extract" mapping'));
+  }
+  const e = raw as Record<string, unknown>;
+  const baseUrl = e.baseUrl;
+  const model = e.model;
+  const apiKeyRaw = e.apiKey;
+  if (typeof baseUrl !== "string" || baseUrl === "") {
+    return err(new Error("config.extract.baseUrl must be a non-empty string"));
+  }
+  if (typeof model !== "string" || model === "") {
+    return err(new Error("config.extract.model must be a non-empty string"));
+  }
+  if (typeof apiKeyRaw !== "string" || apiKeyRaw === "") {
+    return err(new Error("config.extract.apiKey must be a non-empty string"));
+  }
+  const apiKeyResult = resolveRegistryApiKey(apiKeyRaw);
+  if (!apiKeyResult.ok) {
+    return apiKeyResult;
+  }
+  return ok({ baseUrl, model, apiKey: apiKeyResult.value });
+}
+
+function normalizeWorkflowConfig(raw: unknown): Result<WorkflowConfig, Error> {
+  if (raw === null || typeof raw !== "object") {
+    return err(new Error('registry "config" must be a mapping'));
+  }
+  const c = raw as Record<string, unknown>;
+  const maxDepth = c.maxDepth;
+  const extractRaw = c.extract;
+  if (typeof maxDepth !== "number" || !Number.isInteger(maxDepth) || maxDepth < 0) {
+    return err(new Error("config.maxDepth must be a non-negative integer"));
+  }
+  const extractResult = normalizeExtractProviderConfig(extractRaw);
+  if (!extractResult.ok) {
+    return extractResult;
+  }
+  return ok({ maxDepth, extract: extractResult.value });
+}
+
 export function normalizeWorkflowHistoryEntry(
   workflowName: string,
   index: number,
@@ -61,6 +119,15 @@ export function normalizeWorkflowRegistryRoot(raw: unknown): Result<WorkflowRegi
     return err(new Error("registry root must be a mapping"));
   }
   const root = raw as Record<string, unknown>;
+  const configRaw = root.config;
+  let config: WorkflowConfig | null = null;
+  if (configRaw !== undefined && configRaw !== null) {
+    const configResult = normalizeWorkflowConfig(configRaw);
+    if (!configResult.ok) {
+      return configResult;
+    }
+    config = configResult.value;
+  }
   const workflowsRaw = root.workflows;
   if (workflowsRaw === null || workflowsRaw === undefined || typeof workflowsRaw !== "object") {
     return err(new Error('registry must contain a "workflows" mapping'));
@@ -73,5 +140,5 @@ export function normalizeWorkflowRegistryRoot(raw: unknown): Result<WorkflowRegi
     }
     workflows[name] = entryResult.value;
   }
-  return ok({ workflows });
+  return ok({ config, workflows });
 }

packages/workflow/src/registry-types.ts

@@ -9,6 +9,19 @@ export type WorkflowRegistryEntry = {
   history: WorkflowHistoryEntry[];
 };
 
+/** LLM provider settings under `config.extract` in workflow.yaml (apiKey resolved after parse). */
+export type ExtractProviderConfig = {
+  baseUrl: string;
+  model: string;
+  apiKey: string;
+};
+
+export type WorkflowConfig = {
+  maxDepth: number;
+  extract: ExtractProviderConfig;
+};
+
 export type WorkflowRegistryFile = {
+  config: WorkflowConfig | null;
   workflows: Record<string, WorkflowRegistryEntry>;
 };

packages/workflow/src/registry.ts

@@ -12,6 +12,8 @@ import type {
 import { err, ok, type Result } from "./result.js";
 
 export type {
+  ExtractProviderConfig,
+  WorkflowConfig,
   WorkflowHistoryEntry,
   WorkflowRegistryEntry,
   WorkflowRegistryFile,
@@ -22,7 +24,7 @@ export function workflowRegistryPath(storageRoot: string): string {
 }
 
 function emptyRegistry(): WorkflowRegistryFile {
-  return { workflows: {} };
+  return { config: null, workflows: {} };
 }
 
 export function parseWorkflowRegistryYaml(text: string): Result<WorkflowRegistryFile, Error> {
@@ -103,6 +105,7 @@ export function registerWorkflowVersion(
       : [{ hash: prev.hash, timestamp: prev.timestamp }, ...baseHistory];
   const next: WorkflowRegistryEntry = { hash, timestamp, history };
   return {
+    config: registry.config,
     workflows: { ...registry.workflows, [name]: next },
   };
 }
@@ -150,5 +153,5 @@ export function unregisterWorkflow(
     return err(new Error(`workflow not registered: ${name}`));
   }
   const { [name]: _removed, ...rest } = registry.workflows;
-  return ok({ workflows: rest });
+  return ok({ config: registry.config, workflows: rest });
 }

packages/workflow/src/types.ts

@@ -1,5 +1,7 @@
 import type * as z from "zod/v4";
 
+import type { CasStore } from "./cas.js";
+
 /** Sentinel values for automaton control flow. */
 export const START = "__start__" as const;
 export const END = "__end__" as const;
@@ -14,21 +16,30 @@ export type LlmProvider = {
   model: string;
 };
 
+/** How the engine runs meta extraction for a role after the agent phase. */
+export type ExtractMode = "single" | "react";
+
 /** What each generator yield produces — one role's output (engine adds `timestamp` when persisting). */
 export type RoleOutput = {
   role: string;
-  content: string;
+  /** CAS hash of the serialized Merkle content node for this step's body text. */
+  contentHash: string;
   meta: Record<string, unknown>;
   /** CAS hashes produced or consumed by this step (for GC traceability). */
   refs: string[];
 };
 
-/** What the workflow AsyncGenerator returns when done. */
-export type WorkflowResult = {
+/** Generator completion value from a workflow bundle (`run` export). Root hash is added by the engine. */
+export type WorkflowCompletion = {
   returnCode: number;
   summary: string;
 };
 
+/** Final thread outcome from {@link executeThread}, including Merkle thread root CAS hash. */
+export type WorkflowResult = WorkflowCompletion & {
+  rootHash: string;
+};
+
 /** Input to a workflow — prompt plus optional historical steps for fork/resume. */
 export type ThreadInput = {
   prompt: string;
@@ -39,13 +50,17 @@ export type ThreadInput = {
 export type WorkflowFnOptions = {
   threadId: string;
   maxRounds: number;
+  /** Nesting depth for workflow-as-agent chains; root threads use `0`. */
+  depth: number;
+  /** Global CAS store for Merkle content blobs (role step bodies). */
+  cas: CasStore;
 };
 
 /** Bundle contract — named export `run` is a function returning an AsyncGenerator. */
 export type WorkflowFn = (
   input: ThreadInput,
   options: WorkflowFnOptions,
-) => AsyncGenerator<RoleOutput, WorkflowResult>;
+) => AsyncGenerator<RoleOutput, WorkflowCompletion>;
 
 /** Engine start frame: initial prompt + thread identity. */
 export type StartStep = {
@@ -60,7 +75,7 @@ export type RoleStep<M extends RoleMeta> = {
   [K in keyof M & string]: {
     role: K;
     meta: M[K];
-    content: string;
+    contentHash: string;
     refs: string[];
     timestamp: number;
   };
@@ -69,6 +84,8 @@ export type RoleStep<M extends RoleMeta> = {
 /** Phase 1: Moderator decides next role. */
 export type ModeratorContext<M extends RoleMeta = RoleMeta> = {
   threadId: string;
+  /** Same as `WorkflowFnOptions.depth` for the active thread. */
+  depth: number;
   start: StartStep;
   steps: RoleStep<M>[];
 };
@@ -79,6 +96,7 @@ export type AgentContext<M extends RoleMeta = RoleMeta> = ModeratorContext<M> &
     name: string;
     systemPrompt: string;
   };
+  cas: CasStore;
 };
 
 /** Phase 3: Extractor runs — has agent output; the extraction instruction is a separate argument to the extract function. */
@@ -106,6 +124,7 @@ export type RoleDefinition<Meta extends Record<string, unknown>> = {
   schema: z.ZodType<Meta>;
   /** When non-null, produces CAS hashes to persist on this role's steps (see `RoleOutput.refs`). */
   extractRefs: ((meta: Meta) => string[]) | null;
+  extractMode: ExtractMode;
 };
 
 /**

packages/workflow/src/worker.ts

@@ -1,14 +1,17 @@
-import { mkdir, unlink, writeFile } from "node:fs/promises";
+import { appendFile, mkdir, unlink, writeFile } from "node:fs/promises";
 import { createServer, type Socket } from "node:net";
 import { dirname, join } from "node:path";
-import { pathToFileURL } from "node:url";
+import { importWorkflowBundleModule } from "./bundle-import-env.js";
+import { createCasStore } from "./cas.js";
 import type { PrefilledDiskStep } from "./engine.js";
 import { type ExecuteThreadIo, executeThread } from "./engine.js";
+import { ensureUncagedWorkflowSymlink } from "./ensure-uncaged-workflow-symlink.js";
 import { createLogger } from "./logger.js";
 import { normalizeRefsField } from "./refs-field.js";
 import { err, ok, type Result } from "./result.js";
+import { getGlobalCasDir } from "./storage-root.js";
 import { createThreadPauseGate, type ThreadPauseGate } from "./thread-pause-gate.js";
-import type { RoleOutput, WorkflowFn } from "./types.js";
+import type { RoleOutput, WorkflowFn, WorkflowResult } from "./types.js";
 
 const bootLog = createLogger({ sink: { kind: "stderr" } });
 
@@ -17,7 +20,7 @@ type RunCommand = {
   threadId: string;
   workflowName: string;
   prompt: string;
-  options: { maxRounds: number };
+  options: { maxRounds: number; depth: number };
   steps: RoleOutput[];
   /** Timestamps aligned with `steps` for `.data.jsonl` replay; length must match `steps` when non-null. */
   stepTimestamps: number[] | null;
@@ -48,9 +51,9 @@ type ThreadHandle = {
 
 function parseRoleOutputRecord(obj: Record<string, unknown>): RoleOutput | null {
   const role = obj.role;
-  const content = obj.content;
+  const contentHash = obj.contentHash;
   const meta = obj.meta;
-  if (typeof role !== "string" || typeof content !== "string") {
+  if (typeof role !== "string" || typeof contentHash !== "string") {
     return null;
   }
   if (meta === null || typeof meta !== "object") {
@@ -58,7 +61,7 @@ function parseRoleOutputRecord(obj: Record<string, unknown>): RoleOutput | null
   }
   return {
     role,
-    content,
+    contentHash,
     meta: meta as Record<string, unknown>,
     refs: normalizeRefsField(obj.refs),
   };
@@ -124,6 +127,9 @@ function parseRunControlPayload(rec: Record<string, unknown>): RunCommand | null
   if (typeof maxRounds !== "number") {
     return null;
   }
+  const depthRaw = optRec.depth;
+  const depth =
+    typeof depthRaw === "number" && Number.isFinite(depthRaw) ? Math.trunc(depthRaw) : 0;
   const parsedSteps = parseRunStepsPayload(rec);
   if (parsedSteps === null) {
     return null;
@@ -141,7 +147,7 @@ function parseRunControlPayload(rec: Record<string, unknown>): RunCommand | null
     threadId,
     workflowName,
     prompt,
-    options: { maxRounds },
+    options: { maxRounds, depth },
     steps: parsedSteps.steps,
     stepTimestamps: parsedSteps.stepTimestamps,
     forkSourceThreadId,
@@ -297,8 +303,9 @@ async function main(): Promise<void> {
     return;
   }
 
+  await ensureUncagedWorkflowSymlink(storageRoot);
   // Dynamic import required: user bundle path resolved at runtime
-  const modUnknown: unknown = await import(pathToFileURL(bundlePath).href);
+  const modUnknown: unknown = await importWorkflowBundleModule(bundlePath);
   const modRec = modUnknown as Record<string, unknown>;
   const runExport = modRec.run;
   if (!isWorkflowFnLike(runExport)) {
@@ -312,6 +319,8 @@ async function main(): Promise<void> {
   let activeThreads = 0;
   let shutdownTimer: ReturnType<typeof setTimeout> | null = null;
 
+  const cas = createCasStore(getGlobalCasDir(storageRoot));
+
   const workerCtlPath = join(storageRoot, "workers", `${hash}.json`);
 
   function cancelShutdownTimer(): void {
@@ -360,6 +369,7 @@ async function main(): Promise<void> {
       hash,
       dataJsonlPath,
       infoJsonlPath,
+      cas,
     };
 
     const existing = threads.get(threadId);
@@ -386,7 +396,7 @@ async function main(): Promise<void> {
           const ts = cmd.stepTimestamps?.[i];
           return {
             role: step.role,
-            content: step.content,
+            contentHash: step.contentHash,
             meta: step.meta,
             refs: normalizeRefsField(step.refs),
             timestamp: typeof ts === "number" && ts > 0 ? ts : baseTs + i,
@@ -394,7 +404,7 @@ async function main(): Promise<void> {
         });
       }
 
-      await executeThread(
+      const runResult = await executeThread(
         workflowFn,
         cmd.workflowName,
         { prompt: cmd.prompt, steps: cmd.steps },
@@ -408,9 +418,12 @@ async function main(): Promise<void> {
         io,
         logger,
       );
+      await appendFile(dataJsonlPath, `${JSON.stringify(runResult)}\n`, "utf8");
     } catch (e) {
       const message = e instanceof Error ? e.message : String(e);
       bootLog("Q3MN8YKW", `thread ${threadId} failed: ${message}`);
+      const failure: WorkflowResult = { returnCode: 1, summary: message, rootHash: "" };
+      await appendFile(dataJsonlPath, `${JSON.stringify(failure)}\n`, "utf8").catch(() => {});
     } finally {
       threads.delete(threadId);
       await unlink(runningPath).catch(() => {});

packages/workflow/src/workflow-as-agent.ts

@@ -0,0 +1,101 @@
+import { join } from "node:path";
+
+import { createCasStore } from "./cas.js";
+import { type ExecuteThreadIo, executeThread } from "./engine.js";
+import { extractBundleExports } from "./extract-bundle-exports.js";
+import { getWorkflowAsAgentMaxDepth } from "./extract-provider.js";
+import { createLogger } from "./logger.js";
+import { getRegisteredWorkflow, readWorkflowRegistry } from "./registry.js";
+import { getDefaultWorkflowStorageRoot, getGlobalCasDir } from "./storage-root.js";
+import type { AgentContext, AgentFn, ThreadInput } from "./types.js";
+import { generateUlid } from "./ulid.js";
+
+export type WorkflowAsAgentOptions = {
+  /** When `null`, uses `getDefaultWorkflowStorageRoot()`. */
+  storageRoot: string | null;
+};
+
+function resolveWorkflowAsAgentStorageRoot(options: WorkflowAsAgentOptions | null): string {
+  if (options !== null && options.storageRoot !== null) {
+    return options.storageRoot;
+  }
+  return getDefaultWorkflowStorageRoot();
+}
+
+/**
+ * Returns an {@link AgentFn} that runs another registered workflow in a new thread,
+ * using the parent thread's initial prompt (`ctx.start.content`) as the child {@link ThreadInput.prompt}.
+ */
+export function workflowAsAgent(
+  workflowName: string,
+  options: WorkflowAsAgentOptions | null = null,
+): AgentFn {
+  return async (ctx: AgentContext): Promise<string> => {
+    const nextDepth = ctx.depth + 1;
+
+    const storageRoot = resolveWorkflowAsAgentStorageRoot(options);
+
+    const registryResult = await readWorkflowRegistry(storageRoot);
+    if (!registryResult.ok) {
+      return `ERROR: failed to read workflow registry: ${registryResult.error.message}`;
+    }
+
+    const maxDepth = getWorkflowAsAgentMaxDepth(registryResult.value.config);
+    if (nextDepth > maxDepth) {
+      return `ERROR: workflow-as-agent depth limit exceeded (max ${maxDepth})`;
+    }
+
+    const entry = getRegisteredWorkflow(registryResult.value, workflowName);
+    if (entry === null) {
+      return `ERROR: workflow "${workflowName}" not found in registry`;
+    }
+
+    const bundlePath = join(storageRoot, "bundles", `${entry.hash}.esm.js`);
+    const bundleExportsResult = await extractBundleExports(bundlePath, { storageRoot });
+    if (!bundleExportsResult.ok) {
+      return `ERROR: ${bundleExportsResult.error}`;
+    }
+
+    const input: ThreadInput = {
+      prompt: ctx.start.content,
+      steps: [],
+    };
+
+    const childThreadId = generateUlid(Date.now());
+    const dataJsonlPath = join(storageRoot, "logs", entry.hash, `${childThreadId}.data.jsonl`);
+    const infoJsonlPath = join(storageRoot, "logs", entry.hash, `${childThreadId}.info.jsonl`);
+
+    const io: ExecuteThreadIo = {
+      threadId: childThreadId,
+      hash: entry.hash,
+      dataJsonlPath,
+      infoJsonlPath,
+      cas: createCasStore(getGlobalCasDir(storageRoot)),
+    };
+
+    const logger = createLogger({ sink: { kind: "file", path: infoJsonlPath } });
+    const signalNever = new AbortController();
+
+    try {
+      const result = await executeThread(
+        bundleExportsResult.value.run,
+        workflowName,
+        input,
+        {
+          maxRounds: ctx.start.meta.maxRounds,
+          depth: nextDepth,
+          signal: signalNever.signal,
+          awaitAfterEachYield: async () => {},
+          forkSourceThreadId: ctx.threadId,
+          prefilledDiskSteps: null,
+        },
+        io,
+        logger,
+      );
+      return result.rootHash;
+    } catch (e) {
+      const message = e instanceof Error ? e.message : String(e);
+      return `ERROR: ${message}`;
+    }
+  };
+}

tsconfig.json

@@ -23,10 +23,12 @@
     { "path": "packages/workflow-role-coder" },
     { "path": "packages/workflow-role-planner" },
     { "path": "packages/workflow-role-reviewer" },
+    { "path": "packages/workflow-role-tester" },
     { "path": "packages/workflow-agent-cursor" },
     { "path": "packages/workflow-agent-hermes" },
     { "path": "packages/workflow-util-agent" },
     { "path": "packages/cli-workflow" },
-    { "path": "packages/workflow-template-solve-issue" }
+    { "path": "packages/workflow-template-solve-issue" },
+    { "path": "packages/workflow-template-develop" }
   ]
 }