refactor(workflow): decouple agent context from CAS and fix monorepo checks

Move CAS access into extract dependencies so AgentContext stays state-only, and clean up type/lint/check regressions across CLI/dashboard to keep full check green.

Co-authored-by: Cursor <cursoragent@cursor.com>

biome.json

@@ -1,7 +1,7 @@
 {
   "$schema": "https://biomejs.dev/schemas/2.4.14/schema.json",
   "files": {
-    "includes": ["**", "!**/dist", "!**/node_modules"]
+    "includes": ["**", "!**/dist", "!**/node_modules", "!packages/workflow/workflow"]
   },
   "assist": { "actions": { "source": { "organizeImports": "on" } } },
   "formatter": {

packages/cli-workflow/src/commands/init/workspace.ts

@@ -107,7 +107,7 @@ Init 生成的骨架：\`templates/\` 下放可复用定义，\`workflows/\` 下
 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)\`（或项目约定的封装）绑定 **AgentFn**；**ExtractFn** 由引擎从 **workflow.yaml** 注入 \`WorkflowFnOptions\`。
+5. **实例化**：在 workflow 包中使用 \`createWorkflow(def, binding)\`（或项目约定的封装）绑定 **AgentFn**；**ExtractFn** 由引擎从 **workflow.yaml** 注入 \`WorkflowRuntime\`。
 6. **构建**：打包为单个 **.esm.js** bundle，使用 **uncaged-workflow add** 注册。
 
 ## 4. 编码规范

packages/cli-workflow/src/commands/serve/app.ts

@@ -2,6 +2,7 @@ import { Hono } from "hono";
 import { cors } from "hono/cors";
 
 import { createCasRoutes } from "./routes-cas.js";
+import { createLiveRoutes } from "./routes-live.js";
 import { createThreadRoutes } from "./routes-thread.js";
 import { createWorkflowRoutes } from "./routes-workflow.js";
 
@@ -14,6 +15,7 @@ export function createApp(storageRoot: string): Hono {
 
   app.route("/api/workflows", createWorkflowRoutes(storageRoot));
   app.route("/api/threads", createThreadRoutes(storageRoot));
+  app.route("/api/threads", createLiveRoutes(storageRoot));
   app.route("/api/cas", createCasRoutes(storageRoot));
 
   return app;

packages/cli-workflow/src/commands/serve/routes-live.ts

@@ -0,0 +1,176 @@
+import { watch } from "node:fs";
+import { readFile } from "node:fs/promises";
+import { dirname, join } from "node:path";
+import { Hono } from "hono";
+import { streamSSE } from "hono/streaming";
+
+import { resolveThreadDataPath } from "../../thread-scan.js";
+
+type PumpState = {
+  contentOffset: number;
+  carry: string;
+};
+
+function parseJsonLine(line: string): unknown {
+  try {
+    return JSON.parse(line) as unknown;
+  } catch {
+    return { raw: line };
+  }
+}
+
+function isWorkflowResult(record: unknown): boolean {
+  return (
+    record !== null &&
+    typeof record === "object" &&
+    "type" in (record as Record<string, unknown>) &&
+    (record as Record<string, unknown>).type === "workflow-result"
+  );
+}
+
+function parseNewLines(text: string, state: PumpState): string[] {
+  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() ?? "";
+
+  const lines: string[] = [];
+  for (const line of parts) {
+    const trimmed = line.trim();
+    if (trimmed !== "") {
+      lines.push(trimmed);
+    }
+  }
+  return lines;
+}
+
+export function createLiveRoutes(storageRoot: string): Hono {
+  const app = new Hono();
+
+  app.get("/:threadId/live", async (c) => {
+    const threadId = c.req.param("threadId");
+    const dataPath = await resolveThreadDataPath(storageRoot, threadId);
+    if (dataPath === null) {
+      return c.json({ error: `thread not found: ${threadId}` }, 404);
+    }
+    const resolvedDataPath = dataPath;
+
+    const infoPath = join(dirname(resolvedDataPath), `${threadId}.info.jsonl`);
+
+    return streamSSE(c, async (stream) => {
+      const dataState: PumpState = { contentOffset: 0, carry: "" };
+      const infoState: PumpState = { contentOffset: 0, carry: "" };
+      let eventId = 0;
+
+      async function pumpData(): Promise<boolean> {
+        let text: string;
+        try {
+          text = await readFile(resolvedDataPath, "utf8");
+        } catch {
+          return false;
+        }
+
+        const lines = parseNewLines(text, dataState);
+        for (const line of lines) {
+          const record = parseJsonLine(line);
+          eventId++;
+          await stream.writeSSE({
+            event: "record",
+            data: JSON.stringify(record),
+            id: String(eventId),
+          });
+
+          if (isWorkflowResult(record)) {
+            return true;
+          }
+        }
+        return false;
+      }
+
+      async function pumpInfo(): Promise<void> {
+        let text: string;
+        try {
+          text = await readFile(infoPath, "utf8");
+        } catch {
+          return;
+        }
+
+        const lines = parseNewLines(text, infoState);
+        for (const line of lines) {
+          const record = parseJsonLine(line);
+          if (
+            typeof record === "object" &&
+            record !== null &&
+            "raw" in (record as Record<string, unknown>)
+          ) {
+            continue;
+          }
+          eventId++;
+          await stream.writeSSE({
+            event: "info",
+            data: JSON.stringify(record),
+            id: String(eventId),
+          });
+        }
+      }
+
+      // Initial pump
+      const done = await pumpData();
+      await pumpInfo();
+      if (done) {
+        return;
+      }
+
+      // Watch for changes
+      const controller = new AbortController();
+      let completed = false;
+
+      const dataWatcher = watch(resolvedDataPath, async () => {
+        if (completed) return;
+        const finished = await pumpData();
+        if (finished) {
+          completed = true;
+          controller.abort();
+        }
+      });
+
+      let infoWatcher: ReturnType<typeof watch> | null = null;
+      try {
+        infoWatcher = watch(infoPath, async () => {
+          if (completed) return;
+          await pumpInfo();
+        });
+      } catch {
+        // info file may not exist
+      }
+
+      stream.onAbort(() => {
+        completed = true;
+        dataWatcher.close();
+        infoWatcher?.close();
+      });
+
+      // Keep stream alive until completion or client disconnect
+      await new Promise<void>((resolve) => {
+        if (completed) {
+          resolve();
+          return;
+        }
+        controller.signal.addEventListener("abort", () => resolve(), { once: true });
+        stream.onAbort(() => resolve());
+      });
+
+      dataWatcher.close();
+      infoWatcher?.close();
+    });
+  });
+
+  return app;
+}

packages/cli-workflow/src/commands/serve/routes-thread.ts

@@ -6,6 +6,8 @@ import {
   listRunningThreads,
   resolveThreadDataPath,
 } from "../../thread-scan.js";
+import { cmdKill, cmdPause, cmdResume } from "../thread/control.js";
+import { cmdRun } from "../thread/run.js";
 
 export function createThreadRoutes(storageRoot: string): Hono {
   const app = new Hono();
@@ -42,5 +44,55 @@ export function createThreadRoutes(storageRoot: string): Hono {
     return c.json({ threadId, records });
   });
 
+  app.post("/", async (c) => {
+    let body: Record<string, unknown>;
+    try {
+      body = (await c.req.json()) as Record<string, unknown>;
+    } catch {
+      return c.json({ error: "invalid JSON body" }, 400);
+    }
+
+    const name = body.workflow;
+    const prompt = body.prompt;
+    const maxRounds = typeof body.maxRounds === "number" ? body.maxRounds : 10;
+
+    if (typeof name !== "string" || typeof prompt !== "string") {
+      return c.json({ error: "workflow (string) and prompt (string) are required" }, 400);
+    }
+
+    const result = await cmdRun(storageRoot, name, prompt, maxRounds);
+    if (!result.ok) {
+      return c.json({ error: result.error }, 400);
+    }
+    return c.json({ threadId: result.value.threadId }, 201);
+  });
+
+  app.post("/:threadId/kill", async (c) => {
+    const threadId = c.req.param("threadId");
+    const result = await cmdKill(storageRoot, threadId);
+    if (!result.ok) {
+      return c.json({ error: result.error }, 400);
+    }
+    return c.json({ ok: true });
+  });
+
+  app.post("/:threadId/pause", async (c) => {
+    const threadId = c.req.param("threadId");
+    const result = await cmdPause(storageRoot, threadId);
+    if (!result.ok) {
+      return c.json({ error: result.error }, 400);
+    }
+    return c.json({ ok: true });
+  });
+
+  app.post("/:threadId/resume", async (c) => {
+    const threadId = c.req.param("threadId");
+    const result = await cmdResume(storageRoot, threadId);
+    if (!result.ok) {
+      return c.json({ error: result.error }, 400);
+    }
+    return c.json({ ok: true });
+  });
+
   return app;
 }

packages/cli-workflow/src/skill.ts

@@ -203,7 +203,6 @@ Each role has:
 | \`extractPrompt\` | string | Instruction for extracting structured meta |
 | \`schema\` | ZodSchema | Validates the extracted meta |
 | \`extractRefs\` | fn or null | Extracts CAS hashes from meta for DAG linking |
-| \`extractMode\` | "single" | Extraction mode |
 
 ## Development Workflow
 

packages/dashboard/src/api.ts

@@ -1,5 +1,18 @@
 const BASE = "/api";
 
+async function postJson<T>(path: string, body: unknown): Promise<T> {
+  const res = await fetch(`${BASE}${path}`, {
+    method: "POST",
+    headers: { "Content-Type": "application/json" },
+    body: JSON.stringify(body),
+  });
+  if (!res.ok) {
+    const err = (await res.json().catch(() => ({ error: res.statusText }))) as { error: string };
+    throw new Error(err.error || `API ${res.status}`);
+  }
+  return res.json() as Promise<T>;
+}
+
 async function fetchJson<T>(path: string): Promise<T> {
   const res = await fetch(`${BASE}${path}`);
   if (!res.ok) {
@@ -46,6 +59,26 @@ export function getThread(id: string): Promise<{ records: ThreadRecord[] }> {
   return fetchJson(`/threads/${id}`);
 }
 
+export function runThread(
+  workflow: string,
+  prompt: string,
+  maxRounds: number = 10,
+): Promise<{ threadId: string }> {
+  return postJson("/threads", { workflow, prompt, maxRounds });
+}
+
+export function killThread(threadId: string): Promise<{ ok: boolean }> {
+  return postJson(`/threads/${threadId}/kill`, {});
+}
+
+export function pauseThread(threadId: string): Promise<{ ok: boolean }> {
+  return postJson(`/threads/${threadId}/pause`, {});
+}
+
+export function resumeThread(threadId: string): Promise<{ ok: boolean }> {
+  return postJson(`/threads/${threadId}/resume`, {});
+}
+
 export function getHealth(): Promise<{ ok: boolean }> {
   return fetchJson("/healthz");
 }

packages/dashboard/src/app.tsx

@@ -1,31 +1,41 @@
 import { useState } from "react";
+import { RunDialog } from "./components/run-dialog.tsx";
 import { Sidebar } from "./components/sidebar.tsx";
-import { ThreadList } from "./components/thread-list.tsx";
-import { ThreadDetail } from "./components/thread-detail.tsx";
-import { WorkflowList } from "./components/workflow-list.tsx";
 import { StatusBar } from "./components/status-bar.tsx";
+import { ThreadDetail } from "./components/thread-detail.tsx";
+import { ThreadList } from "./components/thread-list.tsx";
+import { WorkflowList } from "./components/workflow-list.tsx";
 
 type View = "threads" | "workflows";
 
 export function App() {
   const [view, setView] = useState<View>("threads");
   const [selectedThread, setSelectedThread] = useState<string | null>(null);
+  const [showRun, setShowRun] = useState(false);
 
   return (
     <div className="flex h-screen">
       <Sidebar view={view} onViewChange={setView} />
       <main className="flex-1 overflow-hidden flex flex-col">
-        <StatusBar />
+        <StatusBar onRun={() => setShowRun(true)} />
         <div className="flex-1 overflow-auto p-6">
-          {view === "threads" && !selectedThread && (
+          {view === "threads" && !selectedThread && <ThreadList onSelect={setSelectedThread} />}
-            <ThreadList onSelect={setSelectedThread} />
-          )}
           {view === "threads" && selectedThread && (
             <ThreadDetail threadId={selectedThread} onBack={() => setSelectedThread(null)} />
           )}
           {view === "workflows" && <WorkflowList />}
         </div>
       </main>
+      {showRun && (
+        <RunDialog
+          onClose={() => setShowRun(false)}
+          onCreated={(id) => {
+            setShowRun(false);
+            setView("threads");
+            setSelectedThread(id);
+          }}
+        />
+      )}
     </div>
   );
 }

packages/dashboard/src/components/run-dialog.tsx

@@ -0,0 +1,147 @@
+import { useState } from "react";
+import { listWorkflows, runThread } from "../api.ts";
+import { useFetch } from "../hooks.ts";
+
+type Props = {
+  onClose: () => void;
+  onCreated: (threadId: string) => void;
+};
+
+export function RunDialog({ onClose, onCreated }: Props) {
+  const workflows = useFetch(() => listWorkflows(), []);
+  const [workflow, setWorkflow] = useState("");
+  const [prompt, setPrompt] = useState("");
+  const [maxRounds, setMaxRounds] = useState(10);
+  const [submitting, setSubmitting] = useState(false);
+  const [error, setError] = useState<string | null>(null);
+
+  async function handleSubmit(e: React.FormEvent) {
+    e.preventDefault();
+    if (!workflow || !prompt) return;
+    setSubmitting(true);
+    setError(null);
+    try {
+      const result = await runThread(workflow, prompt, maxRounds);
+      onCreated(result.threadId);
+    } catch (err) {
+      setError(err instanceof Error ? err.message : String(err));
+      setSubmitting(false);
+    }
+  }
+
+  return (
+    <div
+      className="fixed inset-0 flex items-center justify-center z-50"
+      style={{ background: "rgba(0,0,0,0.6)" }}
+    >
+      <div
+        className="w-full max-w-lg p-6 rounded-lg border"
+        style={{ background: "var(--color-surface)", borderColor: "var(--color-border)" }}
+      >
+        <h3 className="text-lg font-semibold mb-4">Run Thread</h3>
+        <form onSubmit={handleSubmit} className="space-y-4">
+          <div>
+            <label
+              htmlFor="run-workflow"
+              className="text-sm block mb-1"
+              style={{ color: "var(--color-text-muted)" }}
+            >
+              Workflow
+            </label>
+            <select
+              id="run-workflow"
+              value={workflow}
+              onChange={(e) => setWorkflow(e.target.value)}
+              className="w-full px-3 py-2 rounded border text-sm"
+              style={{
+                background: "var(--color-bg)",
+                borderColor: "var(--color-border)",
+                color: "var(--color-text)",
+              }}
+            >
+              <option value="">Select a workflow...</option>
+              {workflows.status === "ok" &&
+                workflows.data.workflows.map((w) => (
+                  <option key={w.name} value={w.name}>
+                    {w.name}
+                  </option>
+                ))}
+            </select>
+          </div>
+          <div>
+            <label
+              htmlFor="run-prompt"
+              className="text-sm block mb-1"
+              style={{ color: "var(--color-text-muted)" }}
+            >
+              Prompt
+            </label>
+            <textarea
+              id="run-prompt"
+              value={prompt}
+              onChange={(e) => setPrompt(e.target.value)}
+              rows={4}
+              className="w-full px-3 py-2 rounded border text-sm"
+              style={{
+                background: "var(--color-bg)",
+                borderColor: "var(--color-border)",
+                color: "var(--color-text)",
+              }}
+              placeholder="Enter the task prompt..."
+            />
+          </div>
+          <div>
+            <label
+              htmlFor="run-max-rounds"
+              className="text-sm block mb-1"
+              style={{ color: "var(--color-text-muted)" }}
+            >
+              Max Rounds
+            </label>
+            <input
+              id="run-max-rounds"
+              type="number"
+              value={maxRounds}
+              onChange={(e) => setMaxRounds(Number(e.target.value))}
+              min={1}
+              max={100}
+              className="w-24 px-3 py-2 rounded border text-sm"
+              style={{
+                background: "var(--color-bg)",
+                borderColor: "var(--color-border)",
+                color: "var(--color-text)",
+              }}
+            />
+          </div>
+          {error && (
+            <p className="text-sm" style={{ color: "var(--color-error)" }}>
+              {error}
+            </p>
+          )}
+          <div className="flex gap-2 justify-end">
+            <button
+              type="button"
+              onClick={onClose}
+              className="px-4 py-2 text-sm rounded border"
+              style={{ borderColor: "var(--color-border)", color: "var(--color-text-muted)" }}
+            >
+              Cancel
+            </button>
+            <button
+              type="submit"
+              disabled={submitting || !workflow || !prompt}
+              className="px-4 py-2 text-sm rounded"
+              style={{
+                background: submitting ? "var(--color-accent-dim)" : "var(--color-accent)",
+                color: "#fff",
+                opacity: !workflow || !prompt ? 0.5 : 1,
+              }}
+            >
+              {submitting ? "Starting..." : "Run"}
+            </button>
+          </div>
+        </form>
+      </div>
+    </div>
+  );
+}

packages/dashboard/src/components/sidebar.tsx

@@ -10,16 +10,22 @@ export function Sidebar({ view, onViewChange }: Props) {
   ];
 
   return (
-    <aside className="w-56 border-r flex flex-col" style={{ borderColor: "var(--color-border)", background: "var(--color-surface)" }}>
+    <aside
+      className="w-56 border-r flex flex-col"
+      style={{ borderColor: "var(--color-border)", background: "var(--color-surface)" }}
+    >
       <div className="p-4 border-b" style={{ borderColor: "var(--color-border)" }}>
         <h1 className="text-lg font-semibold" style={{ color: "var(--color-accent)" }}>
           ⚙ Workflow
         </h1>
-        <p className="text-xs mt-1" style={{ color: "var(--color-text-muted)" }}>Dashboard</p>
+        <p className="text-xs mt-1" style={{ color: "var(--color-text-muted)" }}>
+          Dashboard
+        </p>
       </div>
       <nav className="flex-1 p-2 space-y-1">
         {items.map((item) => (
           <button
+            type="button"
             key={item.key}
             onClick={() => onViewChange(item.key)}
             className="w-full text-left px-3 py-2 rounded text-sm transition-colors"

packages/dashboard/src/components/status-bar.tsx

@@ -1,7 +1,11 @@
 import { getHealth } from "../api.ts";
 import { useFetch } from "../hooks.ts";
 
-export function StatusBar() {
+type Props = {
+  onRun: () => void;
+};
+
+export function StatusBar({ onRun }: Props) {
   const health = useFetch(() => getHealth(), []);
 
   return (
@@ -9,7 +13,17 @@ export function StatusBar() {
       className="flex items-center justify-between px-6 py-2 text-xs border-b"
       style={{ borderColor: "var(--color-border)", background: "var(--color-surface)" }}
     >
-      <span style={{ color: "var(--color-text-muted)" }}>Local API: 127.0.0.1:7860</span>
+      <div className="flex items-center gap-4">
+        <span style={{ color: "var(--color-text-muted)" }}>Local API: 127.0.0.1:7860</span>
+        <button
+          type="button"
+          onClick={onRun}
+          className="px-3 py-1 rounded text-xs font-medium"
+          style={{ background: "var(--color-accent)", color: "#fff" }}
+        >
+          ▶ Run Thread
+        </button>
+      </div>
       <span>
         {health.status === "loading" && "⏳ Connecting..."}
         {health.status === "ok" && (

packages/dashboard/src/components/thread-detail.tsx

@@ -1,4 +1,5 @@
-import { getThread } from "../api.ts";
+import { useState } from "react";
+import { getThread, killThread, pauseThread, resumeThread } from "../api.ts";
 import { useFetch } from "../hooks.ts";
 
 type Props = {
@@ -8,25 +9,72 @@ type Props = {
 
 export function ThreadDetail({ threadId, onBack }: Props) {
   const { status, data, error } = useFetch(() => getThread(threadId), [threadId]);
+  const [actionStatus, setActionStatus] = useState<string | null>(null);
+
+  async function handleAction(action: "kill" | "pause" | "resume") {
+    setActionStatus(`${action}ing...`);
+    try {
+      const fn = action === "kill" ? killThread : action === "pause" ? pauseThread : resumeThread;
+      await fn(threadId);
+      setActionStatus(`${action} sent ✓`);
+    } catch (e) {
+      setActionStatus(`${action} failed: ${e instanceof Error ? e.message : String(e)}`);
+    }
+  }
 
   return (
     <div>
-      <button
+      <div className="flex items-center justify-between mb-4">
-        onClick={onBack}
+        <button
-        className="text-sm mb-4 hover:underline"
+          type="button"
-        style={{ color: "var(--color-accent)" }}
+          onClick={onBack}
-      >
+          className="text-sm hover:underline"
-        ← Back to threads
+          style={{ color: "var(--color-accent)" }}
-      </button>
+        >
-      <h2 className="text-xl font-semibold mb-4 font-mono">{threadId}</h2>
+          ← Back to threads
+        </button>
+        <div className="flex gap-2">
+          <button
+            type="button"
+            onClick={() => handleAction("pause")}
+            className="px-3 py-1 text-xs rounded border"
+            style={{ borderColor: "var(--color-warning)", color: "var(--color-warning)" }}
+          >
+            ⏸ Pause
+          </button>
+          <button
+            type="button"
+            onClick={() => handleAction("resume")}
+            className="px-3 py-1 text-xs rounded border"
+            style={{ borderColor: "var(--color-success)", color: "var(--color-success)" }}
+          >
+            ▶ Resume
+          </button>
+          <button
+            type="button"
+            onClick={() => handleAction("kill")}
+            className="px-3 py-1 text-xs rounded border"
+            style={{ borderColor: "var(--color-error)", color: "var(--color-error)" }}
+          >
+            ✕ Kill
+          </button>
+        </div>
+      </div>
+
+      <h2 className="text-xl font-semibold mb-2 font-mono">{threadId}</h2>
+      {actionStatus && (
+        <p className="text-xs mb-4" style={{ color: "var(--color-text-muted)" }}>
+          {actionStatus}
+        </p>
+      )}
 
       {status === "loading" && <p style={{ color: "var(--color-text-muted)" }}>Loading...</p>}
       {status === "error" && <p style={{ color: "var(--color-error)" }}>Error: {error}</p>}
       {status === "ok" && (
         <div className="space-y-3">
-          {data.records.map((r, i) => (
+          {data.records.map((r) => (
             <div
-              key={i}
+              key={`${r.type}:${r.role ?? ""}:${r.timestamp ?? 0}:${String(r.content ?? "")}`}
               className="p-3 rounded border text-sm"
               style={{ background: "var(--color-surface)", borderColor: "var(--color-border)" }}
             >
@@ -49,7 +97,10 @@ export function ThreadDetail({ threadId, onBack }: Props) {
                 )}
               </div>
               {r.content && (
-                <pre className="whitespace-pre-wrap text-xs mt-1" style={{ color: "var(--color-text)" }}>
+                <pre
+                  className="whitespace-pre-wrap text-xs mt-1"
+                  style={{ color: "var(--color-text)" }}
+                >
                   {typeof r.content === "string" ? r.content : JSON.stringify(r.content, null, 2)}
                 </pre>
               )}

packages/dashboard/src/components/thread-list.tsx

@@ -8,7 +8,8 @@ type Props = {
 export function ThreadList({ onSelect }: Props) {
   const { status, data, error } = useFetch(() => listThreads(), []);
 
-  if (status === "loading") return <p style={{ color: "var(--color-text-muted)" }}>Loading threads...</p>;
+  if (status === "loading")
+    return <p style={{ color: "var(--color-text-muted)" }}>Loading threads...</p>;
   if (status === "error") return <p style={{ color: "var(--color-error)" }}>Error: {error}</p>;
 
   const threads = data.threads;
@@ -22,6 +23,7 @@ export function ThreadList({ onSelect }: Props) {
         <div className="space-y-2">
           {threads.map((t) => (
             <button
+              type="button"
               key={t.threadId}
               onClick={() => onSelect(t.threadId)}
               className="w-full text-left p-4 rounded-lg border transition-colors hover:border-[var(--color-accent-dim)]"

packages/dashboard/src/components/workflow-list.tsx

@@ -4,7 +4,8 @@ import { useFetch } from "../hooks.ts";
 export function WorkflowList() {
   const { status, data, error } = useFetch(() => listWorkflows(), []);
 
-  if (status === "loading") return <p style={{ color: "var(--color-text-muted)" }}>Loading workflows...</p>;
+  if (status === "loading")
+    return <p style={{ color: "var(--color-text-muted)" }}>Loading workflows...</p>;
   if (status === "error") return <p style={{ color: "var(--color-error)" }}>Error: {error}</p>;
 
   const workflows = data.workflows;
@@ -28,7 +29,10 @@ export function WorkflowList() {
                   {w.versions} version{w.versions !== 1 ? "s" : ""}
                 </span>
               </div>
-              <code className="text-xs mt-1 block font-mono" style={{ color: "var(--color-accent)" }}>
+              <code
+                className="text-xs mt-1 block font-mono"
+                style={{ color: "var(--color-accent)" }}
+              >
                 {w.currentHash}
               </code>
             </div>

packages/dashboard/src/hooks.ts

@@ -30,6 +30,7 @@ export function useFetch<T>(fetcher: () => Promise<T>, deps: unknown[] = []): Fe
     return () => {
       cancelled = true;
     };
+    // biome-ignore lint/correctness/useExhaustiveDependencies: this helper intentionally accepts caller-provided dependency arrays
   }, deps);
 
   return state;

packages/dashboard/vite.config.ts

@@ -2,6 +2,7 @@ import tailwindcss from "@tailwindcss/vite";
 import react from "@vitejs/plugin-react";
 import { defineConfig } from "vite";
 
+// biome-ignore lint/style/noDefaultExport: Vite loads config from default export.
 export default defineConfig({
   plugins: [react(), tailwindcss()],
   server: {

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

@@ -1,16 +1,9 @@
 import { describe, expect, test } from "bun:test";
-import { mkdtempSync } from "node:fs";
+import { type AgentContext, START } from "@uncaged/workflow-runtime";
-import { tmpdir } from "node:os";
-import { join } from "node:path";
-import { createCasStore } from "@uncaged/workflow";
-import { START, type ThreadContext } from "@uncaged/workflow-runtime";
 
 import { createLlmAdapter } from "../src/create-llm-adapter.js";
 
-const casDir = mkdtempSync(join(tmpdir(), "wf-llm-adapter-cas-"));
+function makeCtx(userContent: string): AgentContext {
-const testCas = createCasStore(casDir);
-
-function makeCtx(userContent: string): ThreadContext {
   return {
     start: {
       role: START,
@@ -22,7 +15,6 @@ function makeCtx(userContent: string): ThreadContext {
     steps: [],
     threadId: "01TEST000000000000000000TR",
     currentRole: { name: "planner", systemPrompt: "system instructions" },
-    cas: testCas,
   };
 }
 

packages/workflow-runtime/src/engine/create-workflow.ts

@@ -1,3 +1,5 @@
+import type * as z from "zod/v4";
+
 import type { CasStore } from "../cas/types.js";
 import {
   type AgentBinding,
@@ -6,17 +8,16 @@ import {
   END,
   type ExtractContext,
   type ModeratorContext,
-  type ResolveRoleMetaFn,
   type RoleDefinition,
   type RoleMeta,
   type RoleOutput,
   type RoleStep,
   START,
-  type ThreadInput,
+  type ThreadContext,
   type WorkflowCompletion,
   type WorkflowDefinition,
   type WorkflowFn,
-  type WorkflowFnOptions,
+  type WorkflowRuntime,
 } from "../types.js";
 import { mergeRefsWithContentHash } from "../util/index.js";
 
@@ -55,20 +56,13 @@ type AdvanceOutcome<M extends RoleMeta> =
 async function advanceOneRound<M extends RoleMeta>(
   def: Pick<WorkflowDefinition<M>, "roles" | "moderator">,
   binding: AgentBinding,
-  resolveRoleMeta: ResolveRoleMetaFn<M>,
   params: {
-    start: ModeratorContext<M>["start"];
+    thread: ModeratorContext<M>;
-    steps: RoleStep<M>[];
+    runtime: WorkflowRuntime;
-    options: WorkflowFnOptions;
   },
 ): Promise<AdvanceOutcome<M>> {
-  const { start, steps, options } = params;
+  const { thread, runtime } = params;
-  const modCtx: ModeratorContext<M> = {
+  const modCtx: ModeratorContext<M> = thread;
-    threadId: options.threadId,
-    depth: options.depth,
-    start,
-    steps,
-  };
 
   const next = def.moderator(modCtx);
   if (!isRoleNext(next)) {
@@ -86,7 +80,6 @@ async function advanceOneRound<M extends RoleMeta>(
   const agentCtx: AgentContext<M> = {
     ...modCtx,
     currentRole: { name: next, systemPrompt: roleDef.systemPrompt },
-    cas: options.cas,
   };
 
   const agent = agentForRole(binding, next);
@@ -97,13 +90,13 @@ async function advanceOneRound<M extends RoleMeta>(
     agentContent: raw,
   };
 
-  const meta = await resolveRoleMeta(
+  const meta = await runtime.extract(
-    roleDef as unknown as RoleDefinition<Record<string, unknown>>,
+    roleDef.schema as z.ZodType<Record<string, unknown>>,
-    extractCtx,
+    roleDef.extractPrompt,
-    options,
+    extractCtx as unknown as ExtractContext,
   );
 
-  const contentHash = await putContentBlob(options.cas, raw);
+  const contentHash = await putContentBlob(runtime.cas, raw);
   const refs = mergeRefsWithContentHash(
     resolveExtractedRefs(roleDef as unknown as RoleDefinition<Record<string, unknown>>, meta),
     contentHash,
@@ -131,47 +124,36 @@ async function advanceOneRound<M extends RoleMeta>(
 
 /**
  * Binds pure role definitions + moderator to runtime agents.
- * Assign with `export const run = createWorkflow(def, binding)` via `@uncaged/workflow-runtime`,
+ * Assign with `export const run = createWorkflow(def, binding)`.
- * which supplies {@link ResolveRoleMetaFn}.
+ *
+ * Structured meta extraction is delegated to {@link WorkflowRuntime.extract}, which the
+ * engine resolves from the workflow registry's `extract` scene.
  */
 export function createWorkflow<M extends RoleMeta>(
   def: Pick<WorkflowDefinition<M>, "roles" | "moderator">,
   binding: AgentBinding,
-  resolveRoleMeta: ResolveRoleMetaFn<M>,
 ): WorkflowFn {
   return async function* workflowLoop(
-    input: ThreadInput,
+    thread: ThreadContext,
-    options: WorkflowFnOptions,
+    runtime: WorkflowRuntime,
   ): AsyncGenerator<RoleOutput, WorkflowCompletion> {
-    const nowMs = Date.now();
+    if (thread.start.role !== START) {
-    const start: ModeratorContext<M>["start"] = {
+      throw new Error(`workflow loop expected start role to be ${START}`);
-      role: START,
+    }
-      content: input.prompt,
+    const maxRounds = thread.start.meta.maxRounds;
-      meta: { maxRounds: options.maxRounds },
+    let currentThread = thread as ModeratorContext<M>;
-      timestamp: nowMs,
-    };
-
-    const baseTs = Date.now();
-    let steps: RoleStep<M>[] = input.steps.map((out, i) => ({
-      role: out.role,
-      contentHash: out.contentHash,
-      meta: out.meta,
-      refs: out.refs,
-      timestamp: baseTs + i,
-    })) as RoleStep<M>[];
 
     while (true) {
-      if (steps.length >= options.maxRounds) {
+      if (currentThread.steps.length >= maxRounds) {
         return {
           returnCode: 0,
-          summary: `completed: reached maxRounds (${options.maxRounds})`,
+          summary: `completed: reached maxRounds (${maxRounds})`,
         };
       }
 
-      const outcome = await advanceOneRound(def, binding, resolveRoleMeta, {
+      const outcome = await advanceOneRound(def, binding, {
-        start,
+        thread: currentThread,
-        steps,
+        runtime,
-        options,
       });
 
       if (outcome.kind === "complete") {
@@ -179,7 +161,10 @@ export function createWorkflow<M extends RoleMeta>(
       }
 
       yield outcome.output;
-      steps = [...steps, outcome.step];
+      currentThread = {
+        ...currentThread,
+        steps: [...currentThread.steps, outcome.step],
+      };
     }
   };
 }

packages/workflow-runtime/src/index.ts

@@ -12,23 +12,20 @@ export type {
   AgentContext,
   AgentFn,
   ExtractContext,
-  ExtractMode,
   LlmProvider,
   Moderator,
   ModeratorContext,
-  ResolveRoleMetaFn,
   RoleDefinition,
   RoleMeta,
   RoleOutput,
   RoleStep,
   StartStep,
   ThreadContext,
-  ThreadInput,
   WorkflowCompletion,
   WorkflowDefinition,
   WorkflowFn,
-  WorkflowFnOptions,
   WorkflowResult,
+  WorkflowRuntime,
 } from "./types.js";
 export { END, START } from "./types.js";
 export type { Result } from "./util/index.js";

packages/workflow-runtime/src/types.ts

@@ -17,9 +17,6 @@ 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;
@@ -41,30 +38,18 @@ export type WorkflowResult = WorkflowCompletion & {
   rootHash: string;
 };
 
-/** Input to a workflow — prompt plus optional historical steps for fork/resume. */
+/** Runtime dependencies passed to a workflow bundle's `run` export (engine-provided). */
-export type ThreadInput = {
+export type WorkflowRuntime = {
-  prompt: string;
-  steps: RoleOutput[];
-};
-
-/** Options passed to a workflow bundle's `run` export (engine-provided). */
-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;
   /** Structured meta extraction; resolved from workflow.yaml `extract` scene by the engine. */
   extract: ExtractFn;
-  /** Provider for `extractMode: "react"` roles; same backing config as `extract`. */
-  llmProvider: LlmProvider | null;
 };
 
 /** Bundle contract — named export `run` is a function returning an AsyncGenerator. */
 export type WorkflowFn = (
-  input: ThreadInput,
+  thread: ThreadContext,
-  options: WorkflowFnOptions,
+  runtime: WorkflowRuntime,
 ) => AsyncGenerator<RoleOutput, WorkflowCompletion>;
 
 /** Engine start frame: initial prompt + thread identity. */
@@ -86,22 +71,24 @@ export type RoleStep<M extends RoleMeta> = {
   };
 }[keyof M & string];
 
-/** Phase 1: Moderator decides next role. */
+/** Thread runtime context shared by moderator/agent/extractor phases. */
-export type ModeratorContext<M extends RoleMeta = RoleMeta> = {
+export type ThreadContext<M extends RoleMeta = RoleMeta> = {
   threadId: string;
-  /** Same as `WorkflowFnOptions.depth` for the active thread. */
+  /** Nesting depth for workflow-as-agent chains; root threads use `0`. */
   depth: number;
   start: StartStep;
   steps: RoleStep<M>[];
 };
 
+/** Phase 1: Moderator decides next role. */
+export type ModeratorContext<M extends RoleMeta = RoleMeta> = ThreadContext<M>;
+
 /** Phase 2: Agent executes — knows its role and prompt. */
 export type AgentContext<M extends RoleMeta = RoleMeta> = ModeratorContext<M> & {
   currentRole: {
     name: string;
     systemPrompt: string;
   };
-  cas: CasStore;
 };
 
 /** Phase 3: Extractor runs — has agent output; the extraction instruction is a separate argument to the extract function. */
@@ -109,9 +96,6 @@ export type ExtractContext<M extends RoleMeta = RoleMeta> = AgentContext<M> & {
   agentContent: string;
 };
 
-/** Alias — most external consumers see the agent-phase context. */
-export type ThreadContext<M extends RoleMeta = RoleMeta> = AgentContext<M>;
-
 /** Raw string output from an LLM/CLI adapter; meta is extracted by the engine. */
 export type AgentFn = (ctx: AgentContext) => Promise<string>;
 
@@ -129,7 +113,6 @@ 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;
 };
 
 /**
@@ -148,10 +131,3 @@ export type WorkflowDefinition<M extends RoleMeta> = {
   roles: { [K in keyof M & string]: RoleDefinition<M[K]> };
   moderator: Moderator<M>;
 };
-
-/** Engine-injected meta extraction for workflow loops (single + react modes). */
-export type ResolveRoleMetaFn<M extends RoleMeta = RoleMeta> = (
-  roleDef: RoleDefinition<Record<string, unknown>>,
-  extractCtx: ExtractContext<M>,
-  options: WorkflowFnOptions,
-) => Promise<Record<string, unknown>>;

packages/workflow-template-develop/README.md

@@ -2,7 +2,7 @@
 
 Reference **develop** workflow template: plan phases, implement in a loop, review, test, then commit.
 
-Export a `WorkflowDefinition` and `createDevelopRun` so a host can bind agents/LLM and run the same graph the bundled `.esm.js` would use. Use `buildDevelopDescriptor()` when assembling `descriptor` metadata for a bundle.
+Export a pure `WorkflowDefinition` (`developWorkflowDefinition`) and role/moderator pieces. Workflow instantiation (`createWorkflow(definition, binding)`) happens in the workflow instance layer, not in this template package.
 
 ## Install
 
@@ -15,10 +15,10 @@ In this monorepo: `workspace:*` for `@uncaged/workflow-template-develop` and `@u
 ## Usage
 
 ```typescript
-import { createDevelopRun, developWorkflowDefinition } from "@uncaged/workflow-template-develop";
+import { createWorkflow } from "@uncaged/workflow";
+import { developWorkflowDefinition } from "@uncaged/workflow-template-develop";
 
-const run = createDevelopRun(binding, extract, llmProvider);
+const run = createWorkflow(developWorkflowDefinition, binding);
-// run(...) executes the develop moderator graph with your AgentBinding
 ```
 
 ## Roles
@@ -46,7 +46,6 @@ Also exported: role factories/meta schemas (`plannerRole`, `coderRole`, …), `D
 
 | Export | Description |
 |--------|-------------|
-| `createDevelopRun` | `createWorkflow(developWorkflowDefinition, …)` factory |
 | `developWorkflowDefinition` | `description`, `roles`, `developModerator` |
 | `developModerator` | `Moderator<DevelopMeta>` |
 | `buildDevelopDescriptor` | `buildDescriptor({ … })` for bundle metadata |

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

@@ -1,5 +1,4 @@
-import { createWorkflow } from "@uncaged/workflow";
+import type { WorkflowDefinition } from "@uncaged/workflow-runtime";
-import type { AgentBinding, WorkflowDefinition, WorkflowFn } from "@uncaged/workflow-runtime";
 
 import { developModerator } from "./moderator.js";
 import { DEVELOP_WORKFLOW_DESCRIPTION, type DevelopMeta, developRoles } from "./roles.js";
@@ -36,7 +35,3 @@ export const developWorkflowDefinition: WorkflowDefinition<DevelopMeta> = {
   roles: developRoles,
   moderator: developModerator,
 };
-
-export function createDevelopRun(binding: AgentBinding): WorkflowFn {
-  return createWorkflow(developWorkflowDefinition, binding);
-}

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

@@ -31,5 +31,4 @@ 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-template-develop/src/roles/committer.ts

@@ -32,5 +32,4 @@ export const committerRole: RoleDefinition<CommitterMeta> = {
     "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-template-develop/src/roles/planner.ts

@@ -48,5 +48,4 @@ 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-template-develop/src/roles/reviewer.ts

@@ -41,5 +41,4 @@ 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-template-develop/src/roles/tester.ts

@@ -23,5 +23,4 @@ export const testerRole: RoleDefinition<TesterMeta> = {
     "Extract the verification result: passed with summary details, or failed with details of what broke.",
   schema: testerMetaSchema,
   extractRefs: null,
-  extractMode: "single",
 };

packages/workflow-template-solve-issue/README.md

@@ -2,7 +2,7 @@
 
 Reference **solve-issue** workflow template: prepare a repo, delegate implementation to the **develop** workflow, then submit (e.g. open a PR).
 
-`createSolveIssueRun` wires the `developer` role to `workflowAsAgent("develop")` by default; `binding.overrides.developer` wins if you pass one (for tests or custom hosts).
+This package exports a pure `WorkflowDefinition` (`solveIssueWorkflowDefinition`). Workflow instantiation (`createWorkflow(definition, binding)`) and any role-specific agent wiring (for example delegating `developer` to `workflowAsAgent("develop")`) are done in the workflow instance layer.
 
 ## Install
 
@@ -15,9 +15,10 @@ In this monorepo: `workspace:*` for this package and `@uncaged/workflow`.
 ## Usage
 
 ```typescript
-import { createSolveIssueRun, solveIssueWorkflowDefinition } from "@uncaged/workflow-template-solve-issue";
+import { createWorkflow } from "@uncaged/workflow";
+import { solveIssueWorkflowDefinition } from "@uncaged/workflow-template-solve-issue";
 
-const run = createSolveIssueRun(binding, extract, llmProvider);
+const run = createWorkflow(solveIssueWorkflowDefinition, binding);
 ```
 
 ## Roles
@@ -41,7 +42,6 @@ Also exported: `preparerRole`, `developerRole`, `submitterRole` and their Zod me
 
 | Export | Description |
 |--------|-------------|
-| `createSolveIssueRun` | Merges `developer` override with `workflowAsAgent("develop")`, then `createWorkflow` |
 | `solveIssueWorkflowDefinition` | `description`, `roles`, `solveIssueModerator` |
 | `solveIssueModerator` | Linear `Moderator<SolveIssueMeta>` |
 | `buildSolveIssueDescriptor` | Descriptor helper for bundles |

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

@@ -2,7 +2,7 @@ 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 } from "@uncaged/workflow";
+import { createCasStore, createExtract, createWorkflow } from "@uncaged/workflow";
 import {
   END,
   type ModeratorContext,
@@ -12,7 +12,7 @@ import {
 } from "@uncaged/workflow-runtime";
 import { buildSolveIssueDescriptor } from "../src/descriptor.js";
 import type { DeveloperMeta } from "../src/developer.js";
-import { createSolveIssueRun, solveIssueModerator } from "../src/index.js";
+import { solveIssueModerator, solveIssueWorkflowDefinition } from "../src/index.js";
 import type { PreparerMeta, SubmitterMeta } from "../src/roles/index.js";
 import type { SolveIssueMeta } from "../src/roles.js";
 
@@ -23,46 +23,7 @@ function jsonResponse(payload: Record<string, unknown>): Response {
   });
 }
 
-function readToolListFromBody(init: RequestInit | undefined): readonly Record<string, unknown>[] {
+function buildPlainJsonResponse(args: Record<string, unknown>): Response {
-  if (init === undefined || init.body === undefined || init.body === null) {
-    return [];
-  }
-  const body = JSON.parse(String(init.body)) as Record<string, unknown>;
-  const tools = body.tools;
-  if (!Array.isArray(tools)) {
-    return [];
-  }
-  return tools.filter((t): t is Record<string, unknown> => t !== null && typeof t === "object");
-}
-
-function singleToolName(tools: readonly Record<string, unknown>[]): string {
-  if (tools.length === 0) {
-    return "extract";
-  }
-  const fn = tools[0].function as Record<string, unknown> | undefined;
-  return typeof fn?.name === "string" ? fn.name : "extract";
-}
-
-function buildSingleModeResponse(args: Record<string, unknown>, toolName: string): Response {
-  return jsonResponse({
-    choices: [
-      {
-        message: {
-          tool_calls: [
-            {
-              type: "function",
-              function: { name: toolName, arguments: JSON.stringify(args) },
-            },
-          ],
-        },
-      },
-    ],
-  });
-}
-
-function buildReactModeResponse(args: Record<string, unknown>): Response {
-  // reactExtract accepts a plain-JSON assistant message and validates it
-  // directly against the schema, so we skip the cas_get / extract tool dance.
   return jsonResponse({
     choices: [{ message: { content: JSON.stringify(args) } }],
   });
@@ -73,18 +34,59 @@ function installMockChatCompletions(sequence: ReadonlyArray<Record<string, unkno
   let i = 0;
   const mockFetch = async (
     _input: Parameters<typeof fetch>[0],
-    init?: RequestInit,
+    _init?: RequestInit,
   ): Promise<Response> => {
     const args = sequence[i] ?? sequence[sequence.length - 1];
     if (args === undefined) {
       throw new Error("installMockChatCompletions: empty sequence");
     }
     i += 1;
-    const tools = readToolListFromBody(init);
+    return buildPlainJsonResponse(args);
-    if (tools.length > 1) {
+  };
-      return buildReactModeResponse(args);
+  globalThis.fetch = Object.assign(mockFetch, {
+    preconnect: origFetch.preconnect.bind(origFetch),
+  }) as typeof fetch;
+  return () => {
+    globalThis.fetch = origFetch;
+  };
+}
+
+function buildToolCallResponse(args: Record<string, unknown>): Response {
+  return jsonResponse({
+    choices: [
+      {
+        message: {
+          tool_calls: [
+            {
+              id: "tc_extract_1",
+              type: "function",
+              function: {
+                name: "extract",
+                arguments: JSON.stringify(args),
+              },
+            },
+          ],
+        },
+      },
+    ],
+  });
+}
+
+function installMockToolCallCompletions(
+  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("installMockToolCallCompletions: empty sequence");
     }
-    return buildSingleModeResponse(args, singleToolName(tools));
+    i += 1;
+    return buildToolCallResponse(args);
   };
   globalThis.fetch = Object.assign(mockFetch, {
     preconnect: origFetch.preconnect.bind(origFetch),
@@ -160,17 +162,30 @@ function submitterStep(meta: SubmitterMeta): RoleStep<SolveIssueMeta> {
   };
 }
 
-const stubExtract = createExtract({
+function createStubExtract(casDir: string) {
-  baseUrl: "http://127.0.0.1:9",
+  return createExtract(
-  apiKey: "",
+    {
-  model: "test",
+      baseUrl: "http://127.0.0.1:9",
-});
+      apiKey: "",
+      model: "test",
+    },
+    { cas: createCasStore(casDir) },
+  );
+}
 
-const stubLlmProvider = {
+function makeThread(prompt: string) {
-  baseUrl: "http://127.0.0.1:9",
+  return {
-  apiKey: "",
+    threadId: "01TEST000000000000000000TR",
-  model: "test",
+    depth: 0,
-};
+    start: {
+      role: START,
+      content: prompt,
+      meta: { maxRounds: 20 },
+      timestamp: Date.now(),
+    },
+    steps: [],
+  };
+}
 
 describe("solveIssueModerator", () => {
   test("routes initial → preparer → developer → submitter → END", () => {
@@ -218,7 +233,7 @@ describe("solveIssueModerator", () => {
   });
 });
 
-describe("createSolveIssueRun", () => {
+describe("solveIssueWorkflowDefinition + createWorkflow", () => {
   let restoreFetch: (() => void) | null = null;
   let casDir: string | undefined;
 
@@ -248,22 +263,48 @@ describe("createSolveIssueRun", () => {
     casDir = await mkdtemp(join(tmpdir(), "solve-issue-cas-"));
     const cas = createCasStore(casDir);
 
-    // Override developer so the test does not spin up a child workflow.
+    const run = createWorkflow(solveIssueWorkflowDefinition, {
-    const run = createSolveIssueRun({
       agent: async () => "",
       overrides: { developer: async () => "stub-root-hash" },
     });
-    const gen = run(
+    const gen = run(makeThread("task"), {
-      { prompt: "task", steps: [] },
+      cas,
-      {
+      extract: createStubExtract(casDir),
-        threadId: "01TEST000000000000000000TR",
+    });
-        maxRounds: 20,
+    const first = await gen.next();
-        depth: 0,
+    expect(first.done).toBe(false);
-        cas,
+    if (first.done) {
-        extract: stubExtract,
+      throw new Error("expected yield");
-        llmProvider: stubLlmProvider,
+    }
+    expect(first.value.role).toBe("preparer");
+    expect(first.value.meta).toEqual(EXPECT_PREPARER_META);
+  });
+
+  test("structured extraction also accepts tool_calls extraction path", async () => {
+    const EXPECT_PREPARER_META: PreparerMeta = {
+      repoPath: "/home/user/repos/tool-call",
+      defaultBranch: "main",
+      conventions: null,
+      toolchain: {
+        packageManager: "bun",
+        testCommand: "bun test",
+        lintCommand: null,
+        buildCommand: "bun run build",
       },
-    );
+    };
+    restoreFetch = installMockToolCallCompletions([EXPECT_PREPARER_META]);
+
+    casDir = await mkdtemp(join(tmpdir(), "solve-issue-cas-"));
+    const cas = createCasStore(casDir);
+
+    const run = createWorkflow(solveIssueWorkflowDefinition, {
+      agent: async () => "",
+      overrides: { developer: async () => "stub-root-hash" },
+    });
+    const gen = run(makeThread("task"), {
+      cas,
+      extract: createStubExtract(casDir),
+    });
     const first = await gen.next();
     expect(first.done).toBe(false);
     if (first.done) {
@@ -296,7 +337,7 @@ describe("createSolveIssueRun", () => {
     const cas = createCasStore(casDir);
 
     const calls: string[] = [];
-    const run = createSolveIssueRun({
+    const run = createWorkflow(solveIssueWorkflowDefinition, {
       agent: async () => {
         calls.push("default");
         return "";
@@ -316,17 +357,10 @@ describe("createSolveIssueRun", () => {
         },
       },
     });
-    const gen = run(
+    const gen = run(makeThread("task"), {
-      { prompt: "task", steps: [] },
+      cas,
-      {
+      extract: createStubExtract(casDir),
-        threadId: "01TEST000000000000000000TR",
+    });
-        maxRounds: 20,
-        depth: 0,
-        cas,
-        extract: stubExtract,
-        llmProvider: stubLlmProvider,
-      },
-    );
     await gen.next();
     expect(calls).toEqual(["preparer"]);
 
@@ -338,58 +372,6 @@ describe("createSolveIssueRun", () => {
     await gen.next();
     expect(calls).toEqual(["submitter"]);
   });
-
-  test("developer defaults to workflowAsAgent override (caller override still wins)", async () => {
-    const PREPARER_META: PreparerMeta = {
-      repoPath: "/tmp/r",
-      defaultBranch: "main",
-      conventions: null,
-      toolchain: { packageManager: null, testCommand: null, lintCommand: null, buildCommand: null },
-    };
-    const DEVELOPER_META: DeveloperMeta = {
-      branch: "feat/y",
-      commitSha: "def5678",
-      filesChanged: ["b.ts"],
-      summary: "more work",
-    };
-    restoreFetch = installMockChatCompletions([PREPARER_META, DEVELOPER_META]);
-
-    casDir = await mkdtemp(join(tmpdir(), "solve-issue-cas-"));
-    const cas = createCasStore(casDir);
-
-    let developerInvocations = 0;
-    const run = createSolveIssueRun({
-      agent: async () => "",
-      overrides: {
-        developer: async () => {
-          developerInvocations += 1;
-          return "stub-root-hash";
-        },
-      },
-    });
-    const gen = run(
-      { prompt: "task", steps: [] },
-      {
-        threadId: "01TEST000000000000000000TR",
-        maxRounds: 20,
-        depth: 0,
-        cas,
-        extract: stubExtract,
-        llmProvider: stubLlmProvider,
-      },
-    );
-    // preparer
-    await gen.next();
-    // developer (caller override should be invoked, NOT workflowAsAgent default)
-    const devYield = await gen.next();
-    expect(devYield.done).toBe(false);
-    if (devYield.done) {
-      throw new Error("expected yield");
-    }
-    expect(devYield.value.role).toBe("developer");
-    expect(devYield.value.meta).toEqual(DEVELOPER_META);
-    expect(developerInvocations).toBe(1);
-  });
 });
 
 describe("buildSolveIssueDescriptor", () => {

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

@@ -32,8 +32,7 @@ describe("submitterRole", () => {
     expect(submitterRole.systemPrompt).toContain("pull request");
   });
 
-  test("uses single extract mode without refs", () => {
+  test("has no refs extractor", () => {
-    expect(submitterRole.extractMode).toBe("single");
     expect(submitterRole.extractRefs).toBeNull();
   });
 });

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

@@ -33,5 +33,4 @@ export const developerRole: RoleDefinition<DeveloperMeta> = {
   extractPrompt: DEVELOPER_EXTRACT_PROMPT,
   schema: developerMetaSchema,
   extractRefs: () => [],
-  extractMode: "react",
 };

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

@@ -1,5 +1,4 @@
-import { createWorkflow, workflowAsAgent } from "@uncaged/workflow";
+import type { WorkflowDefinition } from "@uncaged/workflow-runtime";
-import type { AgentBinding, WorkflowDefinition, WorkflowFn } from "@uncaged/workflow-runtime";
 
 import { solveIssueModerator } from "./moderator.js";
 import { SOLVE_ISSUE_WORKFLOW_DESCRIPTION, type SolveIssueMeta, solveIssueRoles } from "./roles.js";
@@ -31,22 +30,3 @@ export const solveIssueWorkflowDefinition: WorkflowDefinition<SolveIssueMeta> =
   roles: solveIssueRoles,
   moderator: solveIssueModerator,
 };
-
-/**
- * Build the solve-issue {@link WorkflowFn}.
- *
- * The `developer` role always delegates to the registered `develop` workflow via
- * {@link workflowAsAgent}; if the caller supplies their own `developer` override in
- * `binding.overrides`, it takes precedence so tests and custom hosts can stub it.
- */
-export function createSolveIssueRun(binding: AgentBinding): WorkflowFn {
-  const developerOverride = binding.overrides?.developer ?? workflowAsAgent("develop");
-  const mergedBinding: AgentBinding = {
-    agent: binding.agent,
-    overrides: {
-      ...(binding.overrides ?? {}),
-      developer: developerOverride,
-    },
-  };
-  return createWorkflow(solveIssueWorkflowDefinition, mergedBinding);
-}

packages/workflow-template-solve-issue/src/roles/preparer.ts

@@ -48,5 +48,4 @@ 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-template-solve-issue/src/roles/submitter.ts

@@ -40,5 +40,4 @@ export const submitterRole: RoleDefinition<SubmitterMeta> = {
   extractPrompt: SUBMITTER_EXTRACT_PROMPT,
   schema: submitterMetaSchema,
   extractRefs: null,
-  extractMode: "single",
 };

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

@@ -1,13 +1,9 @@
-import { afterEach, beforeEach, describe, expect, test } from "bun:test";
+import { describe, expect, test } from "bun:test";
-import { mkdtemp, rm } from "node:fs/promises";
+import { type AgentContext, START } from "@uncaged/workflow-runtime";
-import { tmpdir } from "node:os";
-import { join } from "node:path";
-import { createCasStore, putContentMerkleNode } from "@uncaged/workflow";
-import { START, type ThreadContext } from "@uncaged/workflow-runtime";
 
 import { buildAgentPrompt } from "../src/index.js";
 
-function startTask(content: string): ThreadContext["start"] {
+function startTask(content: string): AgentContext["start"] {
   return {
     role: START,
     content,
@@ -17,25 +13,13 @@ function startTask(content: string): ThreadContext["start"] {
 }
 
 describe("buildAgentPrompt", () => {
-  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: AgentContext = {
-    const ctx: ThreadContext = {
       start: startTask("fix the bug"),
       depth: 0,
       steps: [],
       threadId: "01TEST000000000000000000TR",
       currentRole: { name: START, systemPrompt: "You are an agent." },
-      cas,
     };
     const text = await buildAgentPrompt(ctx);
     expect(text).toContain("You are an agent.");
@@ -44,15 +28,13 @@ describe("buildAgentPrompt", () => {
     expect(text).not.toContain("## Tools");
   });
 
-  test("single step shows full content and meta, and includes tools", async () => {
+  test("single step shows hash and meta, and includes tools", async () => {
-    const cas = createCasStore(casRoot);
+    const onlyHash = "01HASHSINGLESTEP0000000001";
-    const onlyHash = await putContentMerkleNode(cas, "only step full body");
+    const ctx: AgentContext = {
-    const ctx: ThreadContext = {
       start: startTask("user task"),
       depth: 0,
       threadId: "01TEST000000000000000000TR",
       currentRole: { name: "coder", systemPrompt: "Be helpful." },
-      cas,
       steps: [
         {
           role: "coder",
@@ -67,22 +49,20 @@ describe("buildAgentPrompt", () => {
     expect(text).toContain("## Task");
     expect(text).toContain("user task");
     expect(text).toContain("## Step: coder");
-    expect(text).toContain("only step full body");
+    expect(text).toContain(`ContentHash: ${onlyHash}`);
     expect(text).toContain('Meta: {"files":["a.ts"]}');
     expect(text).toContain("## Tools");
     expect(text).toContain("uncaged-workflow thread 01TEST000000000000000000TR");
   });
 
-  test("two or more steps: previous steps are meta-only; latest step is full", async () => {
+  test("two or more steps: previous steps are meta-only; latest step includes hash", async () => {
-    const cas = createCasStore(casRoot);
+    const plannerHash = "01HASHPLANNER0000000000001";
-    const plannerHash = await putContentMerkleNode(cas, "PLANNER_SECRET_FULL_TEXT");
+    const coderHash = "01HASHCODER0000000000000001";
-    const coderHash = await putContentMerkleNode(cas, "last step full content");
+    const ctx: AgentContext = {
-    const ctx: ThreadContext = {
       start: startTask("first message full: task content here"),
       depth: 0,
       threadId: "01TEST000000000000000000TR",
       currentRole: { name: "coder", systemPrompt: "System." },
-      cas,
       steps: [
         {
           role: "planner",
@@ -105,25 +85,22 @@ describe("buildAgentPrompt", () => {
     expect(text).toContain("## Previous Steps");
     expect(text).toContain("### Step 1: planner");
     expect(text).toContain('Summary: {"plan":"short"}');
-    expect(text).not.toContain("PLANNER_SECRET_FULL_TEXT");
     expect(text).toContain("## Latest Step: coder");
-    expect(text).toContain("last step full content");
+    expect(text).toContain(`ContentHash: ${coderHash}`);
     expect(text).toContain('Meta: {"done":true}');
     expect(text).toContain("## Tools");
     expect(text).toContain("uncaged-workflow thread 01TEST000000000000000000TR");
   });
 
-  test("middle steps show meta summary only, not full content", async () => {
+  test("middle steps show meta summary only and latest shows hash", async () => {
-    const cas = createCasStore(casRoot);
+    const ha = "01HASHA00000000000000000001";
-    const ha = await putContentMerkleNode(cas, "HIDDEN_A");
+    const hb = "01HASHB00000000000000000001";
-    const hb = await putContentMerkleNode(cas, "HIDDEN_B_MIDDLE");
+    const hc = "01HASHC00000000000000000001";
-    const hc = await putContentMerkleNode(cas, "VISIBLE_LAST");
+    const ctx: AgentContext = {
-    const ctx: ThreadContext = {
       start: startTask("start"),
       depth: 0,
       threadId: "01TEST000000000000000000TR",
       currentRole: { name: "c", systemPrompt: "S" },
-      cas,
       steps: [
         {
           role: "a",
@@ -149,11 +126,9 @@ describe("buildAgentPrompt", () => {
       ],
     };
     const text = await buildAgentPrompt(ctx);
-    expect(text).not.toContain("HIDDEN_A");
-    expect(text).not.toContain("HIDDEN_B_MIDDLE");
     expect(text).toContain('Summary: {"n":1}');
     expect(text).toContain('Summary: {"n":2}');
-    expect(text).toContain("VISIBLE_LAST");
+    expect(text).toContain(`ContentHash: ${hc}`);
     expect(text).toContain("## Latest Step: c");
   });
 });

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

@@ -1,14 +1,5 @@
-import { getContentMerklePayload } from "@uncaged/workflow";
 import type { AgentContext } from "@uncaged/workflow-runtime";
 
-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 async function buildAgentPrompt(ctx: AgentContext): Promise<string> {
   const lines: string[] = [];
@@ -24,12 +15,10 @@ export async function buildAgentPrompt(ctx: AgentContext): Promise<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(body);
+    lines.push(`ContentHash: ${s.contentHash}`);
-    lines.push("");
     lines.push(`Meta: ${JSON.stringify(s.meta)}`);
   } else {
     lines.push("");
@@ -41,12 +30,10 @@ export async function buildAgentPrompt(ctx: AgentContext): Promise<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(lastBody);
+    lines.push(`ContentHash: ${last.contentHash}`);
-    lines.push("");
     lines.push(`Meta: ${JSON.stringify(last.meta)}`);
   }
 

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

@@ -22,7 +22,6 @@ describe("buildDescriptor", () => {
           extractPrompt: "Extract title and count from the analysis.",
           schema,
           extractRefs: null,
-          extractMode: "single",
         },
       },
       moderator: () => END,

packages/workflow/__tests__/engine.test.ts

@@ -33,41 +33,17 @@ function installMockChatCompletions(sequence: ReadonlyArray<Record<string, unkno
   const origFetch = globalThis.fetch;
   let i = 0;
   const mockFetch = async (
-    input: Parameters<typeof fetch>[0],
+    _input: Parameters<typeof fetch>[0],
-    init?: RequestInit,
+    _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: [
+        choices: [{ message: { content: JSON.stringify(args) } }],
-          {
-            message: {
-              tool_calls: [
-                {
-                  type: "function",
-                  function: {
-                    name: toolName,
-                    arguments: JSON.stringify(args),
-                  },
-                },
-              ],
-            },
-          },
-        ],
       }),
       { status: 200, headers: { "Content-Type": "application/json" } },
     );
@@ -125,7 +101,7 @@ async function writeRegistryYaml(storageRoot: string, yaml: string): Promise<voi
   await writeFile(join(storageRoot, "workflow.yaml"), yaml, "utf8");
 }
 
-/** Extract rounds use tool_calls; supervisor uses plain `content` (no tools). */
+/** Extract rounds reply with schema-shaped JSON in `content`; supervisor uses plain `content` (no tools advertised). */
 function installMockExtractThenSupervisor(params: {
   extractArgs: ReadonlyArray<Record<string, unknown>>;
   supervisorContent: string;
@@ -147,26 +123,9 @@ function installMockExtractThenSupervisor(params: {
         throw new Error("installMockExtractThenSupervisor: empty extractArgs");
       }
       extractI += 1;
-      const firstTool = tools[0] as Record<string, unknown>;
-      const fn = firstTool.function as Record<string, unknown> | undefined;
-      const toolName = typeof fn?.name === "string" ? fn.name : "extract";
       return new Response(
         JSON.stringify({
-          choices: [
+          choices: [{ message: { content: JSON.stringify(args) } }],
-            {
-              message: {
-                tool_calls: [
-                  {
-                    type: "function",
-                    function: {
-                      name: toolName,
-                      arguments: JSON.stringify(args),
-                    },
-                  },
-                ],
-              },
-            },
-          ],
         }),
         { status: 200, headers: { "Content-Type": "application/json" } },
       );
@@ -196,7 +155,6 @@ const demoWorkflow = createWorkflow<DemoMeta>(
         extractPrompt: "Extract plan text and affected files list.",
         schema: plannerMetaSchema,
         extractRefs: null,
-        extractMode: "single",
       },
       coder: {
         description: "Demo coder",
@@ -204,7 +162,6 @@ const demoWorkflow = createWorkflow<DemoMeta>(
         extractPrompt: "Extract the code diff summary.",
         schema: coderMetaSchema,
         extractRefs: null,
-        extractMode: "single",
       },
     },
     moderator: (ctx) => {
@@ -347,7 +304,7 @@ describe("executeThread", () => {
     }
   });
 
-  test("pre-filled ThreadInput.steps skips roles already present", async () => {
+  test("pre-filled input.steps skips roles already present", async () => {
     restoreFetch = installMockChatCompletions([{ diff: "+ok" }]);
 
     const root = await mkdtemp(join(tmpdir(), "wf-engine-fork-"));
@@ -553,7 +510,7 @@ describe("executeThread", () => {
     }
   });
 
-  test("extractMode react traverses CAS DAG via cas_get during extraction", async () => {
+  test("extract traverses CAS DAG via cas_get during extraction", async () => {
     const dagMetaSchema = z.object({ leafPayload: z.string() });
     type DagDemoMeta = { walker: z.infer<typeof dagMetaSchema> };
 
@@ -663,7 +620,6 @@ describe("executeThread", () => {
                 "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),

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

@@ -27,41 +27,17 @@ function installMockChatCompletions(sequence: ReadonlyArray<Record<string, unkno
   const origFetch = globalThis.fetch;
   let i = 0;
   const mockFetch = async (
-    input: Parameters<typeof fetch>[0],
+    _input: Parameters<typeof fetch>[0],
-    init?: RequestInit,
+    _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: [
+        choices: [{ message: { content: JSON.stringify(args) } }],
-          {
-            message: {
-              tool_calls: [
-                {
-                  type: "function",
-                  function: {
-                    name: toolName,
-                    arguments: JSON.stringify(args),
-                  },
-                },
-              ],
-            },
-          },
-        ],
       }),
       { status: 200, headers: { "Content-Type": "application/json" } },
     );
@@ -94,7 +70,6 @@ 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),

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

@@ -27,41 +27,17 @@ function installMockChatCompletions(sequence: ReadonlyArray<Record<string, unkno
   const origFetch = globalThis.fetch;
   let i = 0;
   const mockFetch = async (
-    input: Parameters<typeof fetch>[0],
+    _input: Parameters<typeof fetch>[0],
-    init?: RequestInit,
+    _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: [
+        choices: [{ message: { content: JSON.stringify(args) } }],
-          {
-            message: {
-              tool_calls: [
-                {
-                  type: "function",
-                  function: {
-                    name: toolName,
-                    arguments: JSON.stringify(args),
-                  },
-                },
-              ],
-            },
-          },
-        ],
       }),
       { status: 200, headers: { "Content-Type": "application/json" } },
     );
@@ -96,11 +72,11 @@ export const descriptor = {
     },
   },
 };
-export async function* run(input, options) {
+export async function* run(thread, runtime) {
-  const cas = options.cas;
+  const cas = runtime.cas;
   const h = await putContentMerkleNode(cas, "child-body");
   yield { role: "agent", contentHash: h, meta: {}, refs: [h] };
-  return { returnCode: 0, summary: "child-done:" + input.prompt };
+  return { returnCode: 0, summary: "child-done:" + thread.start.content };
 }
 `;
 
@@ -147,7 +123,6 @@ describe("workflowAsAgent integration", () => {
               extractPrompt: "extract done flag",
               schema: callerMetaSchema,
               extractRefs: null,
-              extractMode: "single",
             },
           },
           moderator: (ctx) => (ctx.steps.length === 0 ? "caller" : END),

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

@@ -34,7 +34,6 @@ function makeAgentCtx(params: {
       name: "caller",
       systemPrompt: "caller",
     },
-    cas: createCasStore(join(params.storageRoot, "agent-ctx-cas")),
   };
 }
 
@@ -49,11 +48,11 @@ export const descriptor = {
     },
   },
 };
-export async function* run(input, options) {
+export async function* run(thread, runtime) {
-  const cas = options.cas;
+  const cas = runtime.cas;
   const h = await putContentMerkleNode(cas, "child-body");
   yield { role: "agent", contentHash: h, meta: {}, refs: [h] };
-  return { returnCode: 0, summary: "child-done:" + input.prompt };
+  return { returnCode: 0, summary: "child-done:" + thread.start.content };
 }
 `;
 

packages/workflow/src/engine/create-workflow.ts

@@ -1,21 +1,8 @@
-import type {
-  AgentBinding,
-  RoleMeta,
-  WorkflowDefinition,
-  WorkflowFn,
-} from "@uncaged/workflow-runtime";
-import { createWorkflow as createWorkflowRuntime } from "@uncaged/workflow-runtime";
-
-import { resolveRoleMeta } from "./resolve-role-meta.js";
-
 /**
- * Binds pure role definitions + moderator to runtime agents.
+ * Re-export of {@link createWorkflow} from `@uncaged/workflow-runtime`.
- * Assign with `export const run = createWorkflow(def, binding)`.
+ *
- * The engine supplies {@link WorkflowFnOptions.extract} and {@link WorkflowFnOptions.llmProvider} from workflow.yaml.
+ * The runtime's `createWorkflow` already binds role definitions + agents to a workflow loop
+ * and delegates structured meta extraction to `WorkflowRuntime.extract`, which the engine
+ * supplies (resolved from the `extract` scene in workflow.yaml).
  */
-export function createWorkflow<M extends RoleMeta>(
+export { createWorkflow } from "@uncaged/workflow-runtime";
-  def: Pick<WorkflowDefinition<M>, "roles" | "moderator">,
-  binding: AgentBinding,
-): WorkflowFn {
-  return createWorkflowRuntime(def, binding, resolveRoleMeta);
-}

packages/workflow/src/engine/engine.ts

@@ -2,12 +2,14 @@ import { appendFile, mkdir } from "node:fs/promises";
 import { dirname } from "node:path";
 import type {
   LlmProvider,
-  ThreadInput,
+  RoleOutput,
+  ThreadContext,
   WorkflowCompletion,
   WorkflowFn,
-  WorkflowFnOptions,
   WorkflowResult,
+  WorkflowRuntime,
 } from "@uncaged/workflow-runtime";
+import { START } from "@uncaged/workflow-runtime";
 import {
   type CasStore,
   getContentMerklePayload,
@@ -22,11 +24,13 @@ import { err, type LogFn, normalizeRefsField, ok, type Result } from "../util/in
 import { runSupervisor } from "./supervisor.js";
 import type { ExecuteThreadIo, ExecuteThreadOptions } from "./types.js";
 
-async function resolveEngineRegistryRuntime(storageRoot: string): Promise<
+async function resolveEngineRegistryRuntime(
+  storageRoot: string,
+  cas: CasStore,
+): Promise<
   Result<
     {
       extract: ReturnType<typeof createExtract>;
-      llmProvider: LlmProvider;
       workflowConfig: WorkflowConfig;
     },
     string
@@ -50,7 +54,7 @@ async function resolveEngineRegistryRuntime(storageRoot: string): Promise<
     apiKey: ex.apiKey,
     model: ex.model,
   };
-  return ok({ extract: createExtract(llmProvider), llmProvider, workflowConfig: cfg });
+  return ok({ extract: createExtract(llmProvider, { cas }), workflowConfig: cfg });
 }
 
 async function appendDataLine(path: string, record: unknown): Promise<void> {
@@ -104,7 +108,7 @@ async function finalizeAbortedThread(params: {
 
 async function maybeSupervisorHaltsThread(params: {
   workflowConfig: WorkflowConfig;
-  input: ThreadInput;
+  thread: ThreadContext;
   written: number;
   recentSupervisorSteps: readonly { role: string; summary: string }[];
   logger: LogFn;
@@ -119,7 +123,7 @@ async function maybeSupervisorHaltsThread(params: {
   }
   const sup = await runSupervisor({
     config: params.workflowConfig,
-    prompt: params.input.prompt,
+    prompt: params.thread.start.content,
     recentSteps: params.recentSupervisorSteps,
     logger: params.logger,
   });
@@ -144,8 +148,8 @@ async function driveWorkflowGenerator(params: {
   fn: WorkflowFn;
   workflowName: string;
   workflowConfig: WorkflowConfig;
-  input: ThreadInput;
+  thread: ThreadContext;
-  bundleOptions: WorkflowFnOptions;
+  runtime: WorkflowRuntime;
   executeOptions: ExecuteThreadOptions;
   dataJsonlPath: string;
   threadId: string;
@@ -157,8 +161,8 @@ async function driveWorkflowGenerator(params: {
     fn,
     workflowName,
     workflowConfig,
-    input,
+    thread,
-    bundleOptions,
+    runtime,
     executeOptions,
     dataJsonlPath,
     threadId,
@@ -166,9 +170,9 @@ async function driveWorkflowGenerator(params: {
     cas,
     stepMerkleHashes,
   } = params;
-  const gen = fn(input, bundleOptions);
+  const gen = fn(thread, runtime);
   let written = 0;
-  const recentSupervisorSteps: { role: string; summary: string }[] = input.steps.map((s) => ({
+  const recentSupervisorSteps: { role: string; summary: string }[] = thread.steps.map((s) => ({
     role: s.role,
     summary: JSON.stringify(s.meta),
   }));
@@ -268,7 +272,7 @@ async function driveWorkflowGenerator(params: {
 
     const supervised = await maybeSupervisorHaltsThread({
       workflowConfig,
-      input,
+      thread,
       written,
       recentSupervisorSteps,
       logger,
@@ -290,7 +294,7 @@ async function driveWorkflowGenerator(params: {
 export async function executeThread(
   fn: WorkflowFn,
   workflowName: string,
-  input: ThreadInput,
+  input: { prompt: string; steps: RoleOutput[] },
   options: ExecuteThreadOptions,
   io: ExecuteThreadIo,
   logger: LogFn,
@@ -367,26 +371,40 @@ export async function executeThread(
     });
   }
 
-  const registryRuntime = await resolveEngineRegistryRuntime(options.storageRoot);
+  const registryRuntime = await resolveEngineRegistryRuntime(options.storageRoot, io.cas);
   if (!registryRuntime.ok) {
     throw new Error(registryRuntime.error);
   }
 
-  const bundleOptions: WorkflowFnOptions = {
+  const thread: ThreadContext = {
     threadId: io.threadId,
-    maxRounds: options.maxRounds,
     depth: options.depth,
+    start: {
+      role: START,
+      content: input.prompt,
+      meta: { maxRounds: options.maxRounds },
+      timestamp: nowMs,
+    },
+    steps: input.steps.map((out, i) => ({
+      role: out.role,
+      contentHash: out.contentHash,
+      meta: out.meta,
+      refs: out.refs,
+      timestamp: prefilled?.[i]?.timestamp ?? nowMs + i,
+    })),
+  };
+
+  const runtime: WorkflowRuntime = {
     cas: io.cas,
     extract: registryRuntime.value.extract,
-    llmProvider: registryRuntime.value.llmProvider,
   };
 
   return await driveWorkflowGenerator({
     fn,
     workflowName,
     workflowConfig: registryRuntime.value.workflowConfig,
-    input,
+    thread,
-    bundleOptions,
+    runtime,
     executeOptions: options,
     dataJsonlPath: io.dataJsonlPath,
     threadId: io.threadId,

packages/workflow/src/engine/resolve-role-meta.ts

@@ -1,42 +0,0 @@
-import type {
-  ExtractContext,
-  RoleDefinition,
-  RoleMeta,
-  WorkflowFnOptions,
-} from "@uncaged/workflow-runtime";
-
-import { buildExtractUserContent } from "../extract/extract-fn.js";
-import { reactExtract } from "../extract/react-extract.js";
-
-export async function resolveRoleMeta<M extends RoleMeta>(
-  roleDef: RoleDefinition<Record<string, unknown>>,
-  extractCtx: ExtractContext<M>,
-  options: WorkflowFnOptions,
-): Promise<Record<string, unknown>> {
-  if (roleDef.extractMode === "react") {
-    if (options.llmProvider === null) {
-      throw new Error(
-        'createWorkflow: WorkflowFnOptions.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: options.llmProvider,
-      cas: options.cas,
-    });
-    if (!reactResult.ok) {
-      throw new Error(`react extract failed: ${reactResult.error}`);
-    }
-    return reactResult.value as Record<string, unknown>;
-  }
-  return (await options.extract(
-    roleDef.schema,
-    roleDef.extractPrompt,
-    extractCtx as unknown as ExtractContext,
-  )) as Record<string, unknown>;
-}

packages/workflow/src/engine/types.ts

@@ -23,7 +23,7 @@ export type PrefilledDiskStep = {
 
 export type ExecuteThreadOptions = {
   maxRounds: number;
-  /** Passed to the bundle as `WorkflowFnOptions.depth`. */
+  /** Passed to the bundle thread context as `ThreadContext.depth`. */
   depth: number;
   signal: AbortSignal;
   /** Invoked after each successful yield (and outer-loop checks); used for pause/resume. */

packages/workflow/src/extract/extract-fn.ts

@@ -1,12 +1,17 @@
 import type { ExtractContext, ExtractFn, LlmProvider } from "@uncaged/workflow-runtime";
 import type * as z from "zod/v4";
-import { getContentMerklePayload } from "../cas/index.js";
+import { type CasStore, getContentMerklePayload } from "../cas/index.js";
-import { llmExtractWithRetry } from "./llm-extract.js";
+import { reactExtract } from "./react-extract.js";
+
+export type ExtractDeps = {
+  cas: CasStore;
+};
 
 /** Builds the user-side extraction prompt (thread + agent output + instruction). */
 export async function buildExtractUserContent(
   ctx: ExtractContext,
   prompt: string,
+  deps: ExtractDeps,
 ): Promise<string> {
   const lines: string[] = [];
   lines.push(`## Role: ${ctx.currentRole.name}`);
@@ -18,7 +23,7 @@ export async function buildExtractUserContent(
   if (ctx.steps.length > 0) {
     lines.push("## Thread History");
     for (const step of ctx.steps) {
-      const body = await getContentMerklePayload(ctx.cas, step.contentHash);
+      const body = await getContentMerklePayload(deps.cas, step.contentHash);
       if (body === null) {
         throw new Error(`extract: missing CAS blob for step ${step.role}: ${step.contentHash}`);
       }
@@ -39,18 +44,21 @@ export async function buildExtractUserContent(
 
 /**
  * Create an ExtractFn backed by an LLM provider.
- * Builds prompt text from {@link ExtractContext} plus `prompt` and calls structured extraction.
+ *
+ * Internally runs a multi-turn ReAct loop with two tools (`cas_get` for traversing the
+ * Merkle DAG and a schema-shaped `extract` tool); the loop also accepts a plain-JSON
+ * assistant reply as a short-circuit, which covers the legacy "single" extraction path.
  */
-export function createExtract(provider: LlmProvider): ExtractFn {
+export function createExtract(provider: LlmProvider, deps: ExtractDeps): ExtractFn {
   return async <T extends Record<string, unknown>>(
     schema: z.ZodType<T>,
     prompt: string,
     ctx: ExtractContext,
   ): Promise<T> => {
-    const text = await buildExtractUserContent(ctx, prompt);
+    const text = await buildExtractUserContent(ctx, prompt, deps);
-    const result = await llmExtractWithRetry({ text, schema, provider });
+    const result = await reactExtract({ text, schema, provider, cas: deps.cas });
     if (!result.ok) {
-      throw new Error(`extract failed: ${JSON.stringify(result.error)}`);
+      throw new Error(`extract failed: ${result.error}`);
     }
     return result.value;
   };

packages/workflow/src/extract/index.ts

@@ -6,7 +6,6 @@ export {
   extractFunctionToolFromZodSchema,
   llmErrorToCause,
   llmExtract,
-  llmExtractWithRetry,
 } from "./llm-extract.js";
 export { reactExtract } from "./react-extract.js";
 export type {

packages/workflow/src/extract/llm-extract.ts

@@ -92,20 +92,6 @@ function readToolArgumentsJson(parsed: unknown, previewSource: string): Result<s
   return ok(argsRaw);
 }
 
-function isRetryableExtractError(error: LlmError): boolean {
-  return error.kind === "schema_validation_failed" || error.kind === "tool_arguments_invalid_json";
-}
-
-function describeRetryHint(error: LlmError): string {
-  if (error.kind === "schema_validation_failed") {
-    return `Schema validation failed: ${error.message}`;
-  }
-  if (error.kind === "tool_arguments_invalid_json") {
-    return `Tool arguments were not valid JSON: ${error.message}`;
-  }
-  return JSON.stringify(error);
-}
-
 export function llmErrorToCause(error: LlmError): Error {
   switch (error.kind) {
     case "http_error":
@@ -206,40 +192,3 @@ async function performLlmExtract<T>(
 export async function llmExtract<T>(options: LlmExtractArgs<T>): Promise<Result<T, LlmError>> {
   return performLlmExtract({ ...options, userContent: options.text });
 }
-
-/**
- * Runs extract up to two times: on the first schema/tool-args parse failure, resends the agent
- * output plus the error so the model can correct the tool call.
- */
-export async function llmExtractWithRetry<T>(
-  options: LlmExtractArgs<T>,
-): Promise<Result<T, LlmError>> {
-  const first = await performLlmExtract({
-    ...options,
-    userContent: options.text,
-  });
-  if (first.ok) {
-    return first;
-  }
-  if (!isRetryableExtractError(first.error)) {
-    return first;
-  }
-
-  const hint = describeRetryHint(first.error);
-  const correction = `The previous extraction attempt failed.
-
-${hint}
-
-Respond again with a single tool call whose \`arguments\` JSON strictly matches the schema.`;
-
-  const secondContent = `${options.text}
-
----
-
-${correction}`;
-
-  return performLlmExtract({
-    ...options,
-    userContent: secondContent,
-  });
-}

packages/workflow/src/extract/react-extract.ts

@@ -57,6 +57,7 @@ type ChatMessage =
       content: string | null;
       tool_calls: ToolCall[];
     }
+  | { role: "assistant"; content: string }
   | { role: "tool"; tool_call_id: string; content: string };
 
 type AssistantTurn<T> =
@@ -111,10 +112,14 @@ function normalizeToolCalls(toolCallsRaw: unknown[]): Result<ToolCall[], string>
   return ok(toolCalls);
 }
 
+type AssistantTurnOrCorrection<T extends Record<string, unknown>> =
+  | AssistantTurn<T>
+  | { kind: "plain_json_invalid"; rawContent: string; correction: string };
+
 function classifyAssistantTurn<T extends Record<string, unknown>>(
   messageObj: Record<string, unknown>,
   schema: z.ZodType<T>,
-): Result<AssistantTurn<T>, string> {
+): Result<AssistantTurnOrCorrection<T>, string> {
   const toolCallsRaw = messageObj.tool_calls;
   if (!Array.isArray(toolCallsRaw) || toolCallsRaw.length === 0) {
     const content = messageObj.content;
@@ -123,11 +128,20 @@ function classifyAssistantTurn<T extends Record<string, unknown>>(
     }
     const jsonParsed = tryParseJsonContent(content);
     if (jsonParsed === null) {
-      return err("no_tool_calls_and_content_not_json");
+      return ok({
+        kind: "plain_json_invalid",
+        rawContent: content,
+        correction:
+          "Your previous reply was not valid JSON and contained no tool calls. Reply with a single JSON object that matches the schema, or call the extract tool with the structured arguments.",
+      });
     }
     const validated = schema.safeParse(jsonParsed);
     if (!validated.success) {
-      return err(`schema_validation_failed:${validated.error.message}`);
+      return ok({
+        kind: "plain_json_invalid",
+        rawContent: content,
+        correction: `Your previous JSON reply did not satisfy the schema: ${validated.error.message}. Reply again with a JSON object that matches the schema, or call the extract tool with the structured arguments.`,
+      });
     }
     return ok({ kind: "plain_json", value: validated.data });
   }
@@ -298,6 +312,12 @@ export async function reactExtract<T extends Record<string, unknown>>(
       return ok(turn.value);
     }
 
+    if (turn.kind === "plain_json_invalid") {
+      messages.push({ role: "assistant", content: turn.rawContent });
+      messages.push({ role: "user", content: turn.correction });
+      continue;
+    }
+
     messages.push({
       role: "assistant",
       content: turn.assistantContent,

packages/workflow/src/index.ts

@@ -59,7 +59,6 @@ export {
   type LlmError,
   llmErrorToCause,
   llmExtract,
-  llmExtractWithRetry,
   type ReactExtractArgs,
   reactExtract,
 } from "./extract/index.js";

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

@@ -1,5 +1,5 @@
 import { join } from "node:path";
-import type { AgentContext, AgentFn, ThreadInput } from "@uncaged/workflow-runtime";
+import type { AgentContext, AgentFn } from "@uncaged/workflow-runtime";
 import { extractBundleExports } from "./bundle/index.js";
 import { createCasStore } from "./cas/index.js";
 import type { ExecuteThreadIo } from "./engine/index.js";
@@ -36,7 +36,7 @@ function resolveWorkflowAsAgentStorageRoot(options: WorkflowAsAgentOptions | nul
 
 /**
  * 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}.
+ * using the parent thread's initial prompt (`ctx.start.content`) as the child prompt.
  */
 export function workflowAsAgent(
   workflowName: string,
@@ -68,7 +68,7 @@ export function workflowAsAgent(
       return `ERROR: ${bundleExportsResult.error}`;
     }
 
-    const input: ThreadInput = {
+    const input = {
       prompt: ctx.start.content,
       steps: [],
     };

tsconfig.json

@@ -1,4 +1,5 @@
 {
+  "files": [],
   "compilerOptions": {
     "target": "ES2022",
     "lib": ["ES2022"],