chore: remove link-all.sh

Local symlink workflow replaced by Gitea npm registry publish flow.

Signed-off-by: 小橘 <xiaoju@shazhou.work>

.gitignore

@@ -4,3 +4,4 @@ bun.lock
 *.tgz
 tsconfig.tsbuildinfo
 .npmrc
+

CLAUDE.md

@@ -10,7 +10,7 @@ This monorepo implements a workflow engine that executes single-file ESM bundles
 |---------|-----------|
 | **Workflow** | A single-file ESM module that exports `run` (workflow function) and `descriptor` (metadata). Identified by its XXH64 hash (Crockford Base32). |
 | **Bundle** | The physical `.esm.js` file stored in `~/.uncaged/workflow/bundles/`. |
-| **Thread** | A single execution of a workflow, identified by a ULID. Persisted as `.data.jsonl` + `.info.jsonl`. |
+| **Thread** | A single execution of a workflow, identified by a ULID. State lives in CAS (linked nodes); active threads indexed in `threads.json`; completed rows in `history/*.jsonl`. Debug logs use `.info.jsonl`. |
 | **Role** | A named actor within a workflow. Each role produces output with typed `meta`. |
 | **Registry** | `workflow.yaml` — maps workflow names to current/historical bundle hashes. |
 
@@ -245,6 +245,64 @@ bun run format      # biome format --write
 bun test            # run tests
 ```
 
+### Publishing to Gitea npm Registry
+
+All public `@uncaged/*` packages are published to the Gitea npm registry at `git.shazhou.work`. Workflow workspaces consume packages from this registry via `bunfig.toml`.
+
+```bash
+# Publish all packages (bun pm pack resolves workspace:* → actual versions)
+bun run publish:gitea
+
+# Dry run — see what would be published
+bun run publish:gitea:dry
+```
+
+Prerequisites: `.npmrc` in monorepo root with Gitea auth token (`//git.shazhou.work/api/packages/shazhou/npm/:_authToken=<token>`).
+
+### Workflow Workspace Setup
+
+External workflow repos (e.g. `xingyue-workflows`) use the Gitea registry for `@uncaged/*` packages. Add a `bunfig.toml`:
+
+```toml
+[install.scopes]
+"@uncaged" = "https://git.shazhou.work/api/packages/shazhou/npm/"
+```
+
+Then `bun install` resolves `@uncaged/*` from Gitea, all other packages from npmjs.
+
+### Cross-repo Development (bun link)
+
+Alternative for development against un-published local changes:
+
+```bash
+bun run link            # Register all packages (from monorepo root)
+bun run link:consume    # Link into CWD's project (⚠️ don't bun install after)
+bun run link:unlink     # Restore original deps
+```
+
+### End-to-end: Monorepo → Registry → Workspace → Bundle
+
+The recommended development flow for building workflows:
+
+```
+workflow/ (monorepo)           — engine, runtime, templates, agents
+  │  bun run publish:gitea     — auto topo-sort, bun pm pack → npm publish
+  ▼
+git.shazhou.work npm registry  — @uncaged/* scoped packages
+  │  bun install               — via bunfig.toml scoped registry
+  ▼
+my-workflows/ (workspace)     — bunfig.toml + normal package.json
+  │  bun run build:develop     — bun build → single .esm.js
+  ▼
+uncaged-workflow workflow add  — register bundle locally
+uncaged-workflow run           — execute workflow
+```
+
+1. **Monorepo changes** → `bun run publish:gitea` (packages auto-discovered from `packages/*/`, topologically sorted, `workspace:*` resolved to real versions)
+2. **Workspace** → `bun install` fetches latest from Gitea, `bun install` is safe to run anytime
+3. **Build** → produces single-file ESM bundle with `@uncaged/*` as externals
+4. **Register & Run** → `uncaged-workflow workflow add <name> <bundle>` then `uncaged-workflow run <name>`
+
 ## Commit Convention
 
 ```

README.md

@@ -8,7 +8,7 @@ A workflow engine that executes single-file ESM bundles. Each workflow is a self
 |---------|-------------|
 | **Workflow** | A single-file ESM module exporting `run` (workflow function) and `descriptor` (metadata). Identified by its XXH64 hash. |
 | **Bundle** | The physical `.esm.js` file stored in `~/.uncaged/workflow/bundles/`. |
-| **Thread** | A single execution of a workflow, identified by a ULID. Persisted as `.data.jsonl` + `.info.jsonl`. |
+| **Thread** | A single execution of a workflow, identified by a ULID. CAS-backed chain plus `threads.json` / `history/*.jsonl`; `.info.jsonl` for debug logs. |
 | **Role** | A named actor within a workflow. Each role produces output with typed `meta`. Roles live inside template packages (`src/roles/`). |
 | **Registry** | `workflow.yaml` — maps workflow names to current/historical bundle hashes. |
 | **CAS** | Content-Addressed Storage — bundles are immutable and addressed by hash. |

docs/architecture.md

@@ -189,11 +189,15 @@ type WorkflowFn = (
 ├── cas/                           # Global content-addressed blobs (see getGlobalCasDir)
 ├── bundles/
 │   ├── C9NMV6V2TQT81.esm.js       # Crockford Base32 of XXH64
-│   └── C9NMV6V2TQT81.yaml         # Role descriptor sidecar (when present)
+│   ├── C9NMV6V2TQT81.yaml         # Role descriptor sidecar (when present)
+│   └── C9NMV6V2TQT81/             # Per-hash bundle dir (alongside or instead of loose files)
+│       ├── threads.json           # Active threads: threadId → { head, start, updatedAt }
+│       └── history/
+│           └── 2026-05-09.jsonl   # Completed threads (one JSON object per line)
 ├── logs/                          # One folder per bundle hash
 │   └── C9NMV6V2TQT81/
-│       ├── 01KQXKW…YG.data.jsonl  # Thread state
-│       └── 01KQXKW…YG.info.jsonl  # Debug log
+│       ├── 01KQXKW…YG.running     # Present while worker executes this thread (optional)
+│       └── 01KQXKW…YG.info.jsonl   # Debug log
 └── workflow.yaml                  # Registry
 ```
 
@@ -207,18 +211,13 @@ type WorkflowFn = (
 
 Managed by `@uncaged/workflow-register` (`readWorkflowRegistry`, `writeWorkflowRegistry`, …). Shape includes workflow entries and a top-level `config` section used for extract/supervisor model resolution.
 
-### Thread JSONL
+### Thread storage (CAS + index)
 
-**`.data.jsonl`** — Line 1: start record; following lines: role steps with CAS-backed content.
+Thread execution state is a chain of immutable CAS nodes (`StartNode`, `StateNode`, content Merkle blobs). Per bundle:
 
-```jsonc
-// Start record
-{ "name": "solve-issue", "hash": "C9NMV6V2TQT81", "threadId": "01KQXKW…",
-  "parameters": { "prompt": "Fix bug #3", "options": { "maxRounds": 5 } },
-  "timestamp": 1714963200000 }
-// Role output (engine persists contentHash + refs; body in ~/.uncaged/workflow/cas/)
-{ "role": "planner", "contentHash": "…", "meta": { "phases": [...] }, "refs": ["…"], "timestamp": ... }
-```
+- **`threads.json`** — only in-flight threads (`head`, `start`, `updatedAt`).
+- **`history/{YYYY-MM-DD}.jsonl`** — completed threads (`threadId`, `head`, `start`, `completedAt`).
+- **CAS (`cas/`)** — payloads and refs for replay, GC, and fork sharing.
 
 **`.info.jsonl`** — Structured debug log via `@uncaged/workflow-util` `createLogger`:
 

docs/plans/2026-05-11-merkle-call-stack.md

@@ -0,0 +1,197 @@
+# RFC: Merkle Call Stack — Cross-Thread DAG Linking
+
+**Author:** 小橘 🍊（NEKO Team）
+**Date:** 2026-05-11
+**Status:** Draft
+
+## Problem
+
+当 `workflowAsAgent` 在父 workflow 中 spawn 子 workflow 时，父子 thread 之间没有任何 Merkle 链接：
+
+1. **子 thread 不知道自己从哪来** — start node 只有 prompt hash，无法追溯父 thread 的上下文（preparer 分析出的 repoPath、conventions 等）
+2. **父 thread 不知道子 thread 在哪** — developer role 的 state node 里只有 agent 返回的文本，child thread root hash 埋在字符串里，不是结构化 ref
+3. **上下文传递靠序列化到 prompt** — 父 workflow 前置 role 的产出只能通过拼字符串传给子 workflow，丢失了 Merkle DAG 的可遍历性
+
+## Proposal
+
+在 CAS 节点中建立父子 thread 之间的 **双向 Merkle 链接**，形成调用栈结构。
+
+### 新增字段
+
+#### StartNodePayload（子 → 父）
+
+```typescript
+type StartNodePayload = {
+  name: string;
+  hash: string;
+  depth: number;
+  parentState: string | null;   // NEW: 父 thread 调用时的 head state hash
+};
+```
+
+`parentState` 指向子 workflow 被 spawn 时，父 thread 的最后一个 state node hash。这是"调用发生时的调用栈帧"。
+
+#### StateNodePayload（父 → 子）
+
+```typescript
+type StateNodePayload = {
+  role: string;
+  meta: Record<string, unknown>;
+  start: string;
+  content: string;
+  ancestors: string[];
+  compact: string | null;
+  timestamp: number;
+  childThread: string | null;   // NEW: 子 thread 最终 state hash（执行结果）
+};
+```
+
+`childThread` 指向子 thread 完成后的**最终 state hash**（不是 start）——语义上是"函数返回值"，从这里沿 ancestors 可回溯子 thread 的完整执行历史。
+
+### refs 同步
+
+新增的 hash 也必须放进 `refs[]`：
+
+- `StartNode.refs`: `[promptHash, parentState]`（parentState 非 null 时）
+- `StateNode.refs`: `[...existingRefs, childThread]`（childThread 非 null 时）
+
+原因：GC 的 `findReachableHashes` 只走 `refs`，不解析 payload 字段。字段提供语义，refs 保证可达性。
+
+### 具体 DAG 结构
+
+以 `solve-issue`（fix #191）为例，developer role 委托给 `develop` 子 workflow：
+
+```
+父 thread: solve-issue
+═══════════════════════════════════════════════════════════
+
+content("fix #191")
+  hash: ABCD1234
+
+start(solve-issue)
+  hash: START001
+  payload: { name: "solve-issue", hash: BUNDLE_SI, depth: 0, parentState: null }
+  refs: [ABCD1234]
+
+state(preparer)
+  hash: STATE_P1
+  payload: { role: "preparer", meta: { repoPath: "...", ... }, childThread: null, ... }
+  refs: [PREP_CONTENT]
+
+state(developer)                          ──────── 父→子 ────────
+  hash: STATE_D1                                                 │
+  payload: { role: "developer", meta: { ... }, childThread: ★CSTATE_END, ... }
+  refs: [DEV_CONTENT, ★CSTATE_END]                               │
+                                                                  │
+state(submitter)                                                  │
+  hash: STATE_S1                                                  │
+  payload: { role: "submitter", ..., childThread: null }          │
+                                                                  │
+                                                                  │
+子 thread: develop                                                │
+═══════════════════════════════════════════════════════════        │
+                                                                  │
+content("fix #191")          (CAS 去重，可能同 ABCD1234)           │
+  hash: CPROMPT1                                                  │
+                              ──────── 子→父 ────────             │
+start(develop)                          │                         │
+  hash: CHILD_START                     │                         │
+  payload: { name: "develop", hash: BUNDLE_DEV, depth: 1,        │
+             parentState: ★STATE_P1 }   │                         │
+  refs: [CPROMPT1, ★STATE_P1]          │                         │
+                                        │                         │
+state(planner)                          │                         │
+  hash: CSTATE_1                        │                         │
+  ...                                   │                         │
+                                        │                         │
+state(coder)                            │                         │
+  hash: CSTATE_2                        │                         │
+  ...                                   │                         │
+                                        │                         │
+state(reviewer) → state(tester) → state(committer)                │
+                                        │                         │
+  hash: ★CSTATE_END  ◄─────────────────┼─────────────────────────┘
+```
+
+### 遍历路径
+
+**子 thread agent 获取父上下文（上行）：**
+```
+当前 step → start(CHILD_START)
+  → refs[1] = STATE_P1（父 preparer 的 state）
+    → payload.meta.repoPath = "/home/.../workflow"
+    → refs → PREP_CONTENT（完整 preparer 输出）
+    → payload.start = START001（父的 start node）
+      → refs[0] = ABCD1234（原始 prompt）
+```
+
+**从父 thread 追踪子 thread 执行（下行）：**
+```
+STATE_D1（父 developer state）
+  → payload.childThread = CSTATE_END
+    → 子 thread 最终 state
+    → 沿 ancestors 回溯：committer → tester → reviewer → coder → planner
+    → payload.start = CHILD_START（子 thread 入口）
+```
+
+**完整调用栈还原：**
+```
+任意节点 → 沿 start 找到所属 thread 的 StartNode
+  → parentState 非 null？沿 parentState 进入父 thread
+  → 递归直到 parentState = null（顶层 workflow）
+```
+
+## Implementation Plan
+
+### Phase 1: Protocol + CAS 层
+
+1. `workflow-protocol/src/cas-types.ts` — `StartNodePayload` 加 `parentState: string | null`，`StateNodePayload` 加 `childThread: string | null`
+2. `workflow-cas/src/nodes.ts` — `putStartNode` 接受可选 `parentStateHash`，放入 refs；`putStateNode` 接受可选 `childThreadHash`，放入 refs
+3. `workflow-cas/src/nodes.ts` — 解析逻辑兼容新字段（缺失时视为 null）
+
+### Phase 2: Engine 层
+
+4. `workflow-execute/src/engine/engine.ts` — `executeThread` 接受 `parentStateHash: string | null`，传给 `putStartNode`
+5. `workflow-execute/src/workflow-as-agent.ts` — spawn 子 thread 时传入父 thread 当前 head state hash 作为 `parentStateHash`；子 thread 完成后返回最终 state hash
+6. Engine 写 developer role 的 state node 时，把子 thread 最终 hash 写入 `childThread` 字段
+
+### Phase 3: Agent 可观测性
+
+7. Agent prompt 构建（`buildAgentPrompt`）— 当 start node 有 `parentState` 时，提示 agent 可通过 `cas get` 遍历父上下文
+8. CLI `thread show` — 显示 parentState / childThread 链接关系
+
+### Phase 4: 验证
+
+9. 已有测试适配新字段（向后兼容，旧节点 parentState/childThread 为 null）
+10. 新增集成测试：workflowAsAgent 场景下验证双向链接正确写入
+
+## Design Decisions
+
+### 为什么 childThread 指向 end 而不是 start？
+
+- 语义是"函数返回值"——父 role 执行完才产出 state，此时子 thread 已跑完
+- 从 end 沿 ancestors 可回溯到 start；反过来 start 写入时子 thread 还没跑完，无法知道 end
+
+### 为什么 parentState 指向 state 而不是 start？
+
+- 指向父 thread 调用点的**前一个 state**（即调用发生时的 head）
+- 这是子 workflow 能看到的父上下文的"切面"——所有已完成的前置 role 都可达
+- 如果是第一个 role 就 spawn 子 workflow（没有前置 state），parentState 指向父的 start node
+
+### 为什么同时放字段和 refs？
+
+- `refs[]` 服务于 GC（`findReachableHashes` 只遍历 refs）和通用 DAG 遍历
+- `payload.parentState` / `payload.childThread` 服务于语义读取（明确知道哪个 ref 是什么）
+- 不改 GC 逻辑，只加字段，GC 自然正确
+
+### 向后兼容
+
+- 新字段默认 `null`，旧节点解析时缺失字段视为 `null`
+- 不影响已有 thread 的遍历和 GC
+- `depth` 可通过沿 parentState 链上溯来交叉验证（数据自证）
+
+## Open Questions
+
+1. **多子 thread** — 如果一个 role 需要 spawn 多个子 workflow（目前不存在这个场景），`childThread` 应该改成 `childThreads: string[]` 还是保持单个？
+2. **Agent prompt 注入深度** — 子 workflow 的 agent 应该自动遍历多少层父上下文？全部还是限制深度？
+3. **CLI 展示** — `thread show` 要不要递归展示整个调用栈，还是只显示直接链接？

docs/plans/2026-05-12-dashboard-workflow-graph.md

@@ -0,0 +1,224 @@
+# Dashboard Workflow Graph Visualization
+
+**Issue**: #198
+**Status**: In Progress
+**Author**: xingyue
+
+## Overview
+
+在 Dashboard 的 ThreadDetail 页面中嵌入一个交互式流程图，将 workflow 的 `ModeratorTable` 可视化为有向图。用户可以一眼看到角色流转结构和当前执行进度。
+
+## 数据层（✅ 已完成 — PR #201）
+
+### WorkflowGraph 类型
+
+`WorkflowDefinition.moderator`（函数）已替换为 `WorkflowDefinition.table`（声明式 `ModeratorTable`），`buildDescriptor` 自动从 table 提取 graph：
+
+```ts
+type WorkflowGraphEdge = {
+  from: string;              // source role 或 "__start__"
+  to: string;                // target role 或 "__end__"
+  condition: string;         // condition.name 或 "FALLBACK"
+  conditionDescription: string | null;
+};
+
+type WorkflowGraph = {
+  edges: readonly WorkflowGraphEdge[];
+};
+
+type WorkflowDescriptor = {
+  description: string;
+  roles: Record<string, WorkflowRoleDescriptor>;
+  graph: WorkflowGraph;      // 必填，新 bundle 自动生成
+};
+```
+
+### 数据流
+
+```
+ModeratorTable (WorkflowDefinition.table)
+  → buildDescriptor() 自动提取 graph
+    → descriptor.yaml 持久化（hash.yaml）
+      → CLI serve /workflows/:name API 返回 descriptor
+        → Dashboard 前端拿到 graph
+```
+
+### 剩余数据层工作
+
+**serve API 需要返回 descriptor**：当前 `GET /workflows/:name` 只返回 registry entry（hash + timestamp），不含 descriptor。需要从 `bundles/{hash}.yaml` 读取 descriptor 并返回给前端。
+
+方案：在 `routes-workflow.ts` 的 `GET /workflows/:name` 响应中附带 `descriptor` 字段。或者：thread-detail 发现 workflow name 后，请求 `GET /workflows/:name/descriptor` 拿到 graph。
+
+## 前端渲染
+
+### 库选型：React Flow + dagre
+
+| 库 | 优势 | 劣势 |
+|---|---|---|
+| **React Flow** ✅ | React 原生、自定义节点/边、dagre 自动布局、~50KB gzip | 需要学 API |
+| Mermaid | 声明式简单 | 无交互、无法高亮当前步骤 |
+| D3 | 完全控制 | 太底层，手撸成本高 |
+| Cytoscape | 图论强 | React 集成差 |
+
+**依赖新增**：
+
+```json
+{
+  "@xyflow/react": "^12",
+  "@dagrejs/dagre": "^1"
+}
+```
+
+### 图结构映射
+
+```
+WorkflowGraph.edges → React Flow nodes + edges
+
+节点（自动从 edges 推导）:
+  - __start__  → 圆形小节点（入口）
+  - role       → 圆角矩形，显示 role name + description
+  - __end__    → 圆形小节点（终止）
+
+边:
+  - FALLBACK   → 虚线（dashed），无 label
+  - condition  → 实线，label = condition
+                  hover tooltip = conditionDescription
+```
+
+### 布局
+
+使用 dagre 自动计算 TB（top-to-bottom）方向布局：
+
+```ts
+import Dagre from "@dagrejs/dagre";
+
+function layoutGraph(nodes, edges) {
+  const g = new Dagre.graphlib.Graph().setDefaultEdgeLabel(() => ({}));
+  g.setGraph({ rankdir: "TB", nodesep: 60, ranksep: 80 });
+
+  for (const node of nodes) {
+    g.setNode(node.id, { width: 180, height: 60 });
+  }
+  for (const edge of edges) {
+    g.setEdge(edge.source, edge.target);
+  }
+
+  Dagre.layout(g);
+
+  return nodes.map((node) => {
+    const pos = g.node(node.id);
+    return { ...node, position: { x: pos.x - 90, y: pos.y - 30 } };
+  });
+}
+```
+
+### 运行时高亮
+
+ThreadDetail 已有 `records: ThreadRecord[]`，其中 `RoleRecord.role` 就是当前/历史执行的 role。
+
+高亮逻辑：
+
+```ts
+function getNodeStates(records: ThreadRecord[]): Map<string, "completed" | "active"> {
+  const states = new Map<string, "completed" | "active">();
+  const roleRecords = records.filter((r) => r.type === "role");
+
+  for (let i = 0; i < roleRecords.length; i++) {
+    const role = roleRecords[i].role;
+    states.set(role, i === roleRecords.length - 1 ? "active" : "completed");
+  }
+
+  // 如果有 workflow-result，最后一个 role 也是 completed
+  if (records.some((r) => r.type === "workflow-result")) {
+    for (const [k] of states) {
+      states.set(k, "completed");
+    }
+    states.set("__end__", "completed");
+  }
+
+  states.set("__start__", "completed");
+  return states;
+}
+```
+
+节点样式：
+
+| 状态 | 样式 |
+|------|------|
+| default | `border: var(--color-border)`, 暗色背景 |
+| completed | `border: var(--color-success)`, 绿色边框 + ✓ 图标 |
+| active | `border: var(--color-accent)`, 蓝色边框 + 脉冲动画 |
+
+边高亮：当 source 和 target 都至少 completed 时，边变绿。
+
+## 组件结构
+
+```
+workflow-dashboard/src/
+  components/
+    workflow-graph/
+      types.ts           — NodeState 等前端类型
+      index.ts           — export { WorkflowGraph }
+      workflow-graph.tsx  — 主组件，React Flow canvas
+      role-node.tsx       — 自定义 role 节点
+      terminal-node.tsx   — START/END 圆形节点
+      condition-edge.tsx  — 自定义边（虚线/实线 + label）
+      use-layout.ts       — dagre 布局 hook
+```
+
+### 集成到 ThreadDetail
+
+在 ThreadDetail 中，records 列表上方插入可折叠的图面板：
+
+```tsx
+// thread-detail.tsx
+{graph && (
+  <div className="mb-4 border rounded-lg overflow-hidden" style={{ height: 300 }}>
+    <WorkflowGraph graph={graph} nodeStates={getNodeStates(records)} />
+  </div>
+)}
+```
+
+图高度固定 300px，React Flow 支持 pan + zoom，不影响下方 records 滚动。
+
+## 实施计划
+
+### ~~Phase 0: 数据层~~ ✅ Done (PR #201)
+
+- [x] `WorkflowDefinition.moderator` → `table` (ModeratorTable)
+- [x] `WorkflowDescriptor` 新增 `graph: WorkflowGraph`
+- [x] `buildDescriptor` 自动提取 graph
+- [x] `validateWorkflowDescriptor` 校验 graph
+
+### Phase 1: API + 静态图渲染
+
+1. serve API：`GET /workflows/:name` 返回 descriptor（含 graph），或新增 `GET /workflows/:name/descriptor`
+2. Dashboard `api.ts` 新增 `getWorkflowDescriptor(agent, name)` 函数
+3. 安装 `@xyflow/react` + `@dagrejs/dagre`
+4. 实现 `workflow-graph/` 组件集
+5. ThreadDetail 中集成：从 thread-start record 拿 workflow name → 请求 descriptor → 渲染图
+
+**产出**：打开 ThreadDetail 看到 workflow 流程图，无高亮。
+
+### Phase 2: 运行时高亮
+
+1. ThreadDetail 根据 records 计算 nodeStates
+2. 节点/边样式响应状态变化
+3. SSE live 模式下实时更新高亮
+
+**产出**：正在运行的 thread 能看到当前执行到哪个 role。
+
+### Phase 3: 交互增强
+
+1. 点击节点滚动到对应 role 的 RecordCard
+2. 边 hover 显示 conditionDescription tooltip
+3. 节点 hover 显示 role description + schema summary
+
+**产出**：图和记录列表联动。
+
+## 注意事项
+
+- **自循环边**：如 `coder → coder (FALLBACK)`，React Flow 支持自循环，dagre 需要特殊处理（self-edge 用 loop 路径）
+- **大图性能**：dagre 在 <50 节点时性能无忧，workflow 通常 <10 个 role
+- **暗色主题**：Dashboard 已使用 CSS variables，节点/边样式复用现有色板
+- **不提交 pnpm-lock.yaml**

docs/plans/2026-05-12-react-agent.md

@@ -0,0 +1,191 @@
+# workflow-agent-react — ReAct Agent Package
+
+**Status**: RFC v3
+**Author**: 小橘 🍊
+
+## Problem
+
+现有的 agent 包都依赖外部 CLI 进程：
+
+| Package | 机制 | 能力 |
+|---------|------|------|
+| `workflow-agent-hermes` | spawn `hermes chat` | 完整工具链（文件、终端、浏览器…） |
+| `workflow-agent-cursor` | spawn `cursor-agent` | IDE 级别代码编辑 |
+| `workflow-agent-llm` | 单轮 chat completion | 纯文本，无工具 |
+
+缺少一个 **内置 ReAct agent**：用 LLM + tool calling 循环执行任务，不依赖外部 CLI，工具集由调用方注入。
+
+## 核心设计变更：AdapterFn 替代 AgentFn
+
+### 现状的问题
+
+当前 `AgentFn` 返回 `string`，engine 再用额外一轮 LLM 调用 extract meta：
+
+```
+Agent(ctx) → string → Extract(string, schema) → meta   // 浪费一轮 LLM
+```
+
+### 新抽象：AdapterFn
+
+```typescript
+type RoleFn<T> = (ctx: ThreadContext) => Promise<T>;
+
+type AdapterFn = <T>(prompt: string, schema: z.ZodType<T>) => RoleFn<T>;
+```
+
+- **`prompt`** — role 的 system prompt，描述角色职责和输出要求
+- **`schema`** — role 的 meta schema，定义输出格式
+- **`ThreadContext`** — threadId, depth, bundleHash, start, steps
+
+prompt 和 schema 是一对：prompt 说"你要输出什么"，schema 定义"输出的格式"。它们属于 role definition，由 `createWorkflow` 在每个 role 执行时传给 adapter。
+
+### AgentContext 不再需要
+
+`AgentContext` 在 `ThreadContext` 上扩展了 `currentRole: { name, systemPrompt }`。prompt 现在直接传给 adapter，`AgentContext` 可以删除。
+
+### createWorkflow 签名变更
+
+```typescript
+// Before
+type AgentBinding = {
+  agent: AgentFn;
+  overrides: Partial<Record<string, AgentFn>> | null;
+};
+
+// After
+type AdapterBinding = {
+  adapter: AdapterFn;
+  overrides: Partial<Record<string, AdapterFn>> | null;
+};
+```
+
+engine 对每个 role 的执行逻辑：
+
+```typescript
+// Before
+const result = await agent({ ...threadCtx, currentRole: { name, systemPrompt } });
+const meta = await extract(result, role.metaSchema, provider);  // 额外一轮 LLM
+
+// After
+const roleFn = adapter(role.systemPrompt, role.metaSchema);
+const meta = await roleFn(threadCtx);  // 直接拿到类型安全的 T
+```
+
+## `createReactAdapter` — 复用 workflow-reactor
+
+AdapterFn 的终止条件是"拿到符合 schema 的 T"——和 `workflow-reactor` 的 `ThreadReactorFn` 完全一致。因此 react adapter 是对 reactor 的**薄包装**，不需要自己实现 ReAct 循环。
+
+```typescript
+import { createLlmFn, createThreadReactor } from "@uncaged/workflow-reactor";
+import type { ThreadContext, LlmProvider } from "@uncaged/workflow-protocol";
+import type { ToolDefinition } from "@uncaged/workflow-reactor";
+
+type ReactToolHandler = (name: string, args: string) => Promise<string>;
+
+type ReactAdapterConfig = {
+  provider: LlmProvider;
+  tools: readonly ToolDefinition[];
+  toolHandler: ReactToolHandler;
+  maxRounds: number;
+};
+
+function createReactAdapter(config: ReactAdapterConfig): AdapterFn {
+  return <T>(prompt: string, schema: z.ZodType<T>) => {
+    const reactor = createThreadReactor<ThreadContext>({
+      llm: createLlmFn(config.provider),
+      staticTools: config.tools,
+      structuredToolFromSchema: (s) => buildStructuredTool(s),
+      systemPromptForStructuredTool: () => prompt,
+      toolHandler: (call, ctx) =>
+        config.toolHandler(call.function.name, call.function.arguments),
+      maxRounds: config.maxRounds,
+    });
+
+    return async (ctx: ThreadContext): Promise<T> => {
+      const input = buildThreadInput(ctx);
+      const result = await reactor({ thread: ctx, input, schema });
+      if (!result.ok) throw new Error(result.error);
+      return result.value;
+    };
+  };
+}
+```
+
+整个包就是：**一个工厂函数 + 类型定义 + thread 输入构造**。
+
+## `agentToAdapter` — 向后兼容
+
+把现有 `AgentFn`（hermes/cursor）包装成 `AdapterFn`：
+
+```typescript
+function agentToAdapter(agent: AgentFn, extractProvider: LlmProvider): AdapterFn {
+  return <T>(prompt: string, schema: z.ZodType<T>): RoleFn<T> => {
+    return async (ctx: ThreadContext): Promise<T> => {
+      const agentCtx = { ...ctx, currentRole: { name: "agent", systemPrompt: prompt } };
+      const result = await agent(agentCtx);
+      const output = typeof result === "string" ? result : result.output;
+      return extract(output, schema, extractProvider);
+    };
+  };
+}
+```
+
+hermes/cursor agent 内部不改，bundle-entry 层多包一层即可。
+
+## 包结构
+
+```
+packages/workflow-agent-react/
+  src/
+    types.ts                 # ReactAdapterConfig, ReactToolHandler
+    create-react-adapter.ts  # AdapterFn 工厂（包装 reactor）
+    thread-input.ts          # ThreadContext → user message string
+    index.ts
+  __tests__/
+    create-react-adapter.test.ts
+  package.json
+```
+
+依赖：
+- `@uncaged/workflow-protocol` — `ThreadContext`, `LlmProvider`
+- `@uncaged/workflow-reactor` — `createLlmFn`, `createThreadReactor`, types
+
+## 影响范围
+
+### Breaking Changes
+
+| 改动 | 影响 |
+|------|------|
+| `AgentBinding` → `AdapterBinding` | `createWorkflow` 调用方（所有 bundle-entry） |
+| `AgentContext` 删除 | `buildAgentPrompt`（util-agent）改为接收 `ThreadContext` |
+| extract 从 engine 下沉到 adapter | `workflow-execute` 简化 |
+
+### 需修改的包
+
+1. `workflow-protocol` — 删除 `AgentContext`/`AgentFn`/`AgentFnResult`/`AgentBinding`，新增 `AdapterFn`/`RoleFn`/`AdapterBinding`
+2. `workflow-runtime` — 更新 re-export
+3. `workflow-execute` — engine 调用 `adapter(prompt, schema)` 替代 `agent(ctx) + extract`
+4. `workflow-util-agent` — `buildAgentPrompt` → `buildThreadInput`，接收 `ThreadContext`
+5. 所有 bundle-entry — `agent:` → `adapter:`
+
+### 不受影响
+
+- `workflow-cas` / `workflow-register` / `workflow-reactor` / `workflow-dashboard`
+- `workflow-agent-hermes` / `workflow-agent-cursor`（内部不改，外部用 `agentToAdapter` 包装）
+
+## Phases
+
+1. **Phase 1**: protocol 类型 + `createWorkflow` 签名变更 + `agentToAdapter`
+2. **Phase 2**: `workflow-agent-react` 包（包装 reactor）
+3. **Phase 3**: 工具集实现（read/write/patch/shell） + smoke test 闭环
+
+## 工具集（后续讨论）
+
+| 工具 | 说明 | 优先级 |
+|------|------|--------|
+| `read_file` | 读文件 | P0 |
+| `write_file` | 写文件 | P0 |
+| `patch_file` | find-and-replace 编辑 | P0 |
+| `shell_exec` | 执行 shell 命令 | P0 |
+| `search_files` | grep / find | P1 |
+| `list_files` | ls | P1 |

package.json

@@ -9,7 +9,12 @@
     "check": "bunx tsc --build && biome check .",
     "typecheck": "bunx tsc --build",
     "format": "biome format --write .",
-    "test": "bun run --filter '*' test"
+    "test": "bun run --filter '*' test",
+    "link": "./scripts/link-all.sh",
+    "link:consume": "./scripts/link-all.sh --consume",
+    "link:unlink": "./scripts/link-all.sh --unlink",
+    "publish:gitea": "./scripts/publish-all.sh",
+    "publish:gitea:dry": "./scripts/publish-all.sh --dry-run"
   },
   "devDependencies": {
     "@biomejs/biome": "^2.4.14",

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

@@ -17,7 +17,7 @@ import {
 } from "../src/commands/workflow/index.js";
 import { addCliArgs } from "./bundle-fixture.js";
 
-const fixtureDescriptor = `export const descriptor = { description: "fixture", roles: {} };
+const fixtureDescriptor = `export const descriptor = { description: "fixture", roles: {}, graph: { edges: [] } };
 `;
 
 const wfPutImport = `import { putContentMerkleNode } from "@uncaged/workflow-cas";
@@ -153,6 +153,7 @@ export const run = async function* (input) { return { returnCode: 0, summary: in
       schema: { type: "object", properties: { greeting: { type: "string" } } },
     },
   },
+  graph: { edges: [] },
 };
 ${wfPutImport}
 export const run = async function* (input, options) {

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

@@ -24,6 +24,7 @@ export const descriptor = {
     coder: { description: "coder", schema: {} },
     reviewer: { description: "reviewer", schema: {} },
   },
+  graph: { edges: [] },
 };
 export const run = async function* (input, options) {
   const cas = options.cas;

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

@@ -45,8 +45,8 @@ describe("gc cli and garbageCollectCas", () => {
       {
         name: "demo",
         hash: bundleHash,
-        maxRounds: 5,
         depth: 0,
+        parentState: null,
       },
       promptHash,
     );
@@ -100,8 +100,8 @@ describe("gc cli and garbageCollectCas", () => {
       {
         name: "demo",
         hash: bundleHash,
-        maxRounds: 5,
         depth: 0,
+        parentState: null,
       },
       promptHash,
     );
@@ -135,8 +135,8 @@ describe("gc cli and garbageCollectCas", () => {
       {
         name: "demo",
         hash: bundleHash,
-        maxRounds: 5,
         depth: 0,
+        parentState: null,
       },
       promptHash,
     );

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

@@ -58,6 +58,11 @@ describe("--help flag on groups", () => {
     const code = await runCli(STORAGE_ROOT, ["init", "--help"]);
     expect(code).toBe(0);
   });
+
+  test("setup --help returns 0", async () => {
+    const code = await runCli(STORAGE_ROOT, ["setup", "--help"]);
+    expect(code).toBe(0);
+  });
 });
 
 describe("getSkillTopics", () => {
@@ -90,6 +95,8 @@ describe("formatCliUsage", () => {
     expect(u).toContain("Thread execution:");
     expect(u).toContain("Content-addressable storage:");
     expect(u).toContain("Development:");
+    expect(u).toContain("Configuration:");
+    expect(u).toContain("setup [--provider <name>]");
     expect(u).toContain("Shortcuts:");
     expect(u).toContain("Reference:");
     expect(u).toContain("skill [topic]");
@@ -128,6 +135,7 @@ describe("formatSkillTopic('cli')", () => {
     expect(doc).toContain("### thread");
     expect(doc).toContain("### cas");
     expect(doc).toContain("### init");
+    expect(doc).toContain("### setup");
     expect(doc).toContain("### Top-level shortcuts");
   });
 

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

@@ -64,6 +64,7 @@ describe("init template", () => {
 
     const moder = await readFile(join(tdir, "src", "moderator.ts"), "utf8");
     expect(moder).not.toContain("export default");
+    expect(moder).toContain("ModeratorTable");
   });
 
   test("finds workspace walking up from nested cwd", async () => {

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

@@ -38,8 +38,16 @@ describe("init workspace", () => {
 
     const rootPkg = JSON.parse(await readFile(join(root, "package.json"), "utf8")) as {
       workspaces: string[];
+      scripts: { bundle: string };
     };
     expect(rootPkg.workspaces).toEqual(["templates/*", "workflows"]);
+    expect(rootPkg.scripts.bundle).toBe("bun run scripts/bundle.ts");
+
+    expect(await pathExists(join(root, "scripts", "bundle.ts"))).toBe(true);
+    const bundleSrc = await readFile(join(root, "scripts", "bundle.ts"), "utf8");
+    expect(bundleSrc).toContain("Bun.build");
+    expect(bundleSrc).toContain("-entry.ts");
+    expect(bundleSrc).toContain("distDir");
 
     const wfPkg = JSON.parse(await readFile(join(root, "workflows", "package.json"), "utf8")) as {
       type: string;
@@ -82,7 +90,7 @@ describe("init workspace", () => {
     for (const term of [
       "RoleDefinition",
       "WorkflowDefinition",
-      "Moderator",
+      "ModeratorTable",
       "AgentFn",
       "ExtractFn",
       "RoleMeta",
@@ -117,9 +125,6 @@ describe("init workspace", () => {
   });
 
   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);
 
@@ -127,6 +132,14 @@ describe("init workspace", () => {
     expect(empty.ok).toBe(false);
   });
 
+  test("accepts nested path as workspace name", async () => {
+    const nested = await cmdInitWorkspace(parent, "a/b");
+    expect(nested.ok).toBe(true);
+    if (nested.ok) {
+      expect(nested.value.rootPath).toContain("a/b");
+    }
+  });
+
   test("usage lists init subcommands", () => {
     const u = formatCliUsage();
     expect(u).toContain("init workspace <name>");

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

@@ -0,0 +1,131 @@
+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 { readWorkflowRegistry } from "@uncaged/workflow-register";
+
+import { runCli } from "../src/cli-dispatch.js";
+import { cmdSetup } from "../src/commands/setup/index.js";
+
+describe("setup command (CLI mode)", () => {
+  let prevEnv: string | undefined;
+  let storageRoot: string;
+
+  beforeEach(async () => {
+    prevEnv = process.env.UNCAGED_WORKFLOW_STORAGE_ROOT;
+    storageRoot = await mkdtemp(join(tmpdir(), "uncaged-setup-"));
+    process.env.UNCAGED_WORKFLOW_STORAGE_ROOT = storageRoot;
+    await mkdir(storageRoot, { recursive: true });
+  });
+
+  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("writes workflow.yaml with provider, models.default, and depth defaults", async () => {
+    const r = await cmdSetup(storageRoot, {
+      provider: "dashscope",
+      baseUrl: "https://dashscope.aliyuncs.com/compatible-mode/v1",
+      apiKey: "sk-test123",
+      defaultModel: "dashscope/qwen-plus",
+      initWorkspaceName: null,
+    });
+    expect(r.ok).toBe(true);
+    if (!r.ok) {
+      return;
+    }
+
+    const reg = await readWorkflowRegistry(storageRoot);
+    expect(reg.ok).toBe(true);
+    if (!reg.ok) {
+      return;
+    }
+    expect(reg.value.config).not.toBeNull();
+    if (reg.value.config === null) {
+      return;
+    }
+    expect(reg.value.config.providers.dashscope).toEqual({
+      baseUrl: "https://dashscope.aliyuncs.com/compatible-mode/v1",
+      apiKey: "sk-test123",
+    });
+    expect(reg.value.config.models.default).toBe("dashscope/qwen-plus");
+    expect(reg.value.config.maxDepth).toBe(3);
+    expect(reg.value.config.supervisorInterval).toBe(3);
+
+    const raw = await readFile(join(storageRoot, "workflow.yaml"), "utf8");
+    expect(raw).toContain("dashscope");
+    expect(raw).toContain("qwen-plus");
+  });
+
+  test("idempotent: second run updates apiKey and preserves workflows", async () => {
+    const initialYaml = `config:
+  maxDepth: 7
+  supervisorInterval: 2
+  providers:
+    dashscope:
+      baseUrl: https://dashscope.aliyuncs.com/compatible-mode/v1
+      apiKey: sk-old
+  models:
+    default: dashscope/qwen-plus
+workflows:
+  keep-me:
+    hash: "0000000000000"
+    timestamp: 1
+    history: []
+`;
+    await writeFile(join(storageRoot, "workflow.yaml"), initialYaml, "utf8");
+
+    const r2 = await cmdSetup(storageRoot, {
+      provider: "dashscope",
+      baseUrl: "https://dashscope.aliyuncs.com/compatible-mode/v1",
+      apiKey: "sk-newkey",
+      defaultModel: "dashscope/qwen-plus",
+      initWorkspaceName: null,
+    });
+    expect(r2.ok).toBe(true);
+    if (!r2.ok) {
+      return;
+    }
+
+    const reg = await readWorkflowRegistry(storageRoot);
+    expect(reg.ok).toBe(true);
+    if (!reg.ok || reg.value.config === null) {
+      return;
+    }
+    expect(reg.value.config.providers.dashscope.apiKey).toBe("sk-newkey");
+    expect(reg.value.config.maxDepth).toBe(7);
+    expect(reg.value.config.supervisorInterval).toBe(2);
+    expect(reg.value.workflows["keep-me"]).toBeDefined();
+    if (reg.value.workflows["keep-me"] === undefined) {
+      return;
+    }
+    expect(reg.value.workflows["keep-me"].hash).toBe("0000000000000");
+  });
+
+  test("runCli setup dispatches with flags and exits 0", async () => {
+    const code = await runCli(storageRoot, [
+      "setup",
+      "--provider",
+      "openai",
+      "--base-url",
+      "https://api.openai.com/v1",
+      "--api-key",
+      "sk-test",
+      "--default-model",
+      "openai/gpt-4o",
+    ]);
+    expect(code).toBe(0);
+    const reg = await readWorkflowRegistry(storageRoot);
+    expect(reg.ok).toBe(true);
+    if (!reg.ok || reg.value.config === null) {
+      return;
+    }
+    expect(reg.value.config.providers.openai.apiKey).toBe("sk-test");
+    expect(reg.value.config.models.default).toBe("openai/gpt-4o");
+  });
+});

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

@@ -36,6 +36,7 @@ const threadFixtureDescriptor = `export const descriptor = {
     only: { description: "only", schema: {} },
     noop: { description: "noop", schema: {} },
   },
+  graph: { edges: [] },
 };
 `;
 
@@ -186,6 +187,14 @@ describe("cli thread commands", () => {
     }
     expect(shown.value.includes('"threadId"')).toBe(true);
 
+    const parsed = JSON.parse(shown.value) as Record<string, unknown>;
+    expect(parsed.parentState).toBeNull();
+    const parsedSteps = parsed.steps as Array<Record<string, unknown>>;
+    for (const step of parsedSteps) {
+      expect(step).toHaveProperty("childThread");
+      expect(step.childThread).toBeNull();
+    }
+
     const removed = await cmdThreadRemove(storageRoot, threadId);
     expect(removed.ok).toBe(true);
 
@@ -305,8 +314,13 @@ describe("cli thread commands", () => {
     }
 
     const threadId = ran.value.threadId;
+    const killBundleDir = getBundleDir(storageRoot, added.value.hash);
 
-    await new Promise((r) => setTimeout(r, 50));
+    await waitUntilPredicate(async () => {
+      const idx = await readThreadsIndex(killBundleDir);
+      const ent = idx[threadId];
+      return ent !== undefined && ent.head !== ent.start;
+    }, 80);
 
     const killed = await cmdKill(storageRoot, threadId);
     expect(killed.ok).toBe(true);

packages/cli-workflow/package.json

@@ -1,11 +1,12 @@
 {
   "name": "@uncaged/cli-workflow",
-  "version": "0.2.0",
+  "version": "0.3.11",
   "type": "module",
   "bin": {
     "uncaged-workflow": "src/cli.ts"
   },
   "dependencies": {
+    "@uncaged/workflow-gateway": "workspace:*",
     "@uncaged/workflow-protocol": "workspace:*",
     "@uncaged/workflow-util": "workspace:*",
     "@uncaged/workflow-cas": "workspace:*",

packages/cli-workflow/pnpm-lock.yaml

@@ -0,0 +1,51 @@
+lockfileVersion: '9.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+importers:
+
+  .:
+    dependencies:
+      '@uncaged/workflow-cas':
+        specifier: workspace:*
+        version: link:../workflow-cas
+      '@uncaged/workflow-execute':
+        specifier: workspace:*
+        version: link:../workflow-execute
+      '@uncaged/workflow-protocol':
+        specifier: workspace:*
+        version: link:../workflow-protocol
+      '@uncaged/workflow-register':
+        specifier: workspace:*
+        version: link:../workflow-register
+      '@uncaged/workflow-runtime':
+        specifier: workspace:*
+        version: link:../workflow-runtime
+      '@uncaged/workflow-util':
+        specifier: workspace:*
+        version: link:../workflow-util
+      hono:
+        specifier: ^4.12.18
+        version: 4.12.18
+      yaml:
+        specifier: ^2.8.4
+        version: 2.8.4
+
+packages:
+
+  hono@4.12.18:
+    resolution: {integrity: sha512-RWzP96k/yv0PQfyXnWjs6zot20TqfpfsNXhOnev8d1InAxubW93L11/oNUc3tQqn2G0bSdAOBpX+2uDFHV7kdQ==}
+    engines: {node: '>=16.9.0'}
+
+  yaml@2.8.4:
+    resolution: {integrity: sha512-ml/JPOj9fOQK8RNnWojA67GbZ0ApXAUlN2UQclwv2eVgTgn7O9gg9o7paZWKMp4g0H3nTLtS9LVzhkpOFIKzog==}
+    engines: {node: '>= 14.6'}
+    hasBin: true
+
+snapshots:
+
+  hono@4.12.18: {}
+
+  yaml@2.8.4: {}

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

@@ -5,6 +5,7 @@ import { formatCliUsage as formatCliUsageWithGroups } from "./cli-usage.js";
 import { createCasDispatcher } from "./commands/cas/index.js";
 import { createInitDispatcher } from "./commands/init/index.js";
 import { dispatchServe } from "./commands/serve/index.js";
+import { dispatchSetup } from "./commands/setup/index.js";
 import { createThreadDispatcher, dispatchLive, dispatchRun } from "./commands/thread/index.js";
 import { createWorkflowDispatcher } from "./commands/workflow/index.js";
 import { formatSkillIndex, formatSkillTopic, getSkillTopics } from "./skill.js";
@@ -66,6 +67,7 @@ const COMMAND_TABLE: Record<string, DispatchFn> = {
   thread: dispatchThread,
   cas: dispatchCas,
   init: dispatchInit,
+  setup: dispatchSetup,
   skill: dispatchSkill,
   run: dispatchRun,
   live: dispatchLive,

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

@@ -5,6 +5,15 @@ import { INIT_SUBCOMMAND_TABLE } from "./commands/init/index.js";
 import { THREAD_SUBCOMMAND_TABLE } from "./commands/thread/index.js";
 import { WORKFLOW_SUBCOMMAND_TABLE } from "./commands/workflow/index.js";
 
+const SETUP_USAGE_COMMANDS = [
+  {
+    name: "",
+    args: "[--provider <name>] [--base-url <url>] [--api-key <key>] [--default-model <provider/model>] [--init-workspace <name>]",
+    description:
+      "Configure workflow.yaml LLM providers and default model (interactive when no flags)",
+  },
+] as const;
+
 export function getCommandRegistry(): ReadonlyArray<CommandGroup> {
   return [
     {
@@ -39,6 +48,10 @@ export function getCommandRegistry(): ReadonlyArray<CommandGroup> {
         description: e.description,
       })),
     },
+    {
+      name: "setup",
+      commands: [...SETUP_USAGE_COMMANDS],
+    },
   ];
 }
 

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

@@ -12,6 +12,7 @@ const USAGE_SECTION_BY_GROUP: Record<string, string> = {
   thread: "Thread execution:",
   cas: "Content-addressable storage:",
   init: "Development:",
+  setup: "Configuration:",
 };
 
 export function formatUsageCommandLines(
@@ -38,9 +39,10 @@ export function formatCliUsage(
     }
     lines.push(sectionTitle);
     const rows = group.commands.map((cmd) => {
+      const namePart = cmd.name === "" ? "" : ` ${cmd.name}`;
       const args = cmd.args ? ` ${cmd.args}` : "";
       return {
-        prefix: `${group.name} ${cmd.name}${args}`,
+        prefix: `${group.name}${namePart}${args}`,
         description: cmd.description,
       };
     });

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

@@ -6,7 +6,7 @@ export function templatePackageJson(templateName: string): string {
       private: true,
       type: "module",
       dependencies: {
-        "@uncaged/workflow-runtime": "^0.1.0",
+        "@uncaged/workflow-runtime": "^0.3.1",
         zod: "^4.0.0",
       },
     },
@@ -50,7 +50,6 @@ const greeterMetaSchema = z.object({
 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,
 };
@@ -58,17 +57,13 @@ export const greeterRole: RoleDefinition<HelloTemplateMeta["greeter"]> = {
 }
 
 export function templateModeratorTs(): string {
-  return `import { END, type Moderator, type ModeratorContext } from "@uncaged/workflow-runtime";
+  return `import { END, START, type ModeratorTable } from "@uncaged/workflow-runtime";
 
 import type { HelloTemplateMeta } from "./roles.js";
 
-export const helloTemplateModerator: Moderator<HelloTemplateMeta> = (
-  ctx: ModeratorContext<HelloTemplateMeta>,
-) => {
-  if (ctx.steps.length === 0) {
-    return "greeter";
-  }
-  return END;
+export const helloTemplateTable: ModeratorTable<HelloTemplateMeta> = {
+  [START]: [{ condition: "FALLBACK", role: "greeter" }],
+  greeter: [{ condition: "FALLBACK", role: END }],
 };
 `;
 }
@@ -76,7 +71,7 @@ export const helloTemplateModerator: Moderator<HelloTemplateMeta> = (
 export function templateIndexTs(): string {
   return `import type { WorkflowDefinition } from "@uncaged/workflow-runtime";
 
-import { helloTemplateModerator } from "./moderator.js";
+import { helloTemplateTable } from "./moderator.js";
 import {
   HELLO_TEMPLATE_DESCRIPTION,
   type HelloTemplateMeta,
@@ -88,14 +83,14 @@ export {
   type HelloTemplateMeta,
   greeterRole,
 } from "./roles.js";
-export { helloTemplateModerator } from "./moderator.js";
+export { helloTemplateTable } from "./moderator.js";
 
 export const helloTemplateWorkflowDefinition: WorkflowDefinition<HelloTemplateMeta> = {
   description: HELLO_TEMPLATE_DESCRIPTION,
   roles: {
     greeter: greeterRole,
   },
-  moderator: helloTemplateModerator,
+  table: helloTemplateTable,
 };
 `;
 }

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

@@ -1,5 +1,5 @@
 import { mkdir, writeFile } from "node:fs/promises";
-import { join } from "node:path";
+import { basename, join, resolve } from "node:path";
 
 import { err, ok, type Result } from "@uncaged/workflow-protocol";
 
@@ -14,6 +14,9 @@ function rootPackageJson(workspaceName: string): string {
       private: true,
       type: "module",
       workspaces: ["templates/*", "workflows"],
+      scripts: {
+        bundle: "bun run scripts/bundle.ts",
+      },
     },
     null,
     2,
@@ -28,7 +31,7 @@ function workflowsPackageJson(): string {
       private: true,
       type: "module",
       dependencies: {
-        "@uncaged/workflow-runtime": "^0.1.0",
+        "@uncaged/workflow-runtime": "^0.3.1",
         zod: "^4.0.0",
       },
     },
@@ -42,7 +45,9 @@ function biomeJson(): string {
     {
       $schema: "https://biomejs.dev/schemas/2.4.14/schema.json",
       files: {
-        includes: ["**", "!**/node_modules", "!**/dist"],
+        // Exclude generated bundle script — it uses Bun globals and console that
+        // conflict with the workspace's Biome rules (noConsole, etc.).
+        includes: ["**", "!**/node_modules", "!**/dist", "!scripts/bundle.ts"],
       },
       formatter: {
         indentWidth: 2,
@@ -85,7 +90,7 @@ function agentsMd(): string {
 | 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 |
+| **Template** | \`templates/<name>/\`（如 \`src/roles.ts\`、\`src/moderator.ts\`、\`src/index.ts\`） | 纯数据：**WorkflowDefinition**（各 **RoleDefinition** + **ModeratorTable**），**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。
@@ -93,20 +98,20 @@ Init 生成的骨架：\`templates/\` 下放可复用定义，\`workflows/\` 下
 ## 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。
+- **RoleDefinition<Meta>**：纯数据——\`description\`、\`systemPrompt\`、\`schema\`（Zod v4）。不含执行逻辑。
+- **WorkflowDefinition<M extends RoleMeta>**：\`description\` + \`roles\`（各角色定义）+ **ModeratorTable**（声明式路由表）。
+- **ModeratorTable**：从 \`START\` 与各角色名映射到有序 transition 列表（条件 + 下一角色或 \`END\`）；可序列化，供描述符提取 **graph**。
 - **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）。
+- **ExtractFn**：从 CAS content hash 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。
+引擎循环简述：按 **ModeratorTable** 选下一角色 → **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）。
+2. **编写 RoleDefinition**：为每个角色写 Zod \`schema\`，补齐 \`systemPrompt\` / \`description\`。
+3. **编写 ModeratorTable**：为 \`START\` 与各角色声明 transition（\`FALLBACK\` 或命名条件 + \`check\`）。
+4. **组装 WorkflowDefinition**：在模板 \`index\` 中导出 definition（以及必要的角色 / table 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 \`WorkflowRuntime\`。
 6. **构建**：打包为单个 **.esm.js** bundle，使用 **uncaged-workflow add** 注册。
 
@@ -153,7 +158,13 @@ uncaged-workflow add <name> <path/to/bundle.esm.js>
 
 ---
 
-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。
+编写新 workflow 时，先对齐 **RoleMeta → RoleDefinition（Zod）→ ModeratorTable → 绑定 → 单文件 bundle**，再对照本节规范自检。
+`;
+}
+
+function bunfigToml(): string {
+  return `[install.scopes]
+"@uncaged" = "https://git.shazhou.work/api/packages/shazhou/npm/"
 `;
 }
 
@@ -164,7 +175,7 @@ Local workflow development workspace (Bun monorepo).
 
 ## Layout
 
-- \`templates/\` — reusable workflow definition packages (roles + moderator), no agent binding
+- \`templates/\` — reusable workflow definition packages (roles + ModeratorTable), no agent binding
 - \`workflows/\` — workflow instances that bind templates to agents and export \`run\` + \`descriptor\`
 
 ## Commands
@@ -184,32 +195,137 @@ uncaged-workflow init workspace ${workspaceName}
 `;
 }
 
+function bundleTs(): string {
+  return [
+    'import { mkdir, readdir, readFile, writeFile } from "node:fs/promises";',
+    'import { join } from "node:path";',
+    "",
+    'const rootDir = join(import.meta.dir, "..");',
+    'const workflowsDir = join(rootDir, "workflows");',
+    'const distDir = join(rootDir, "dist");',
+    "",
+    "type JsonDeps = {",
+    "  dependencies: Record<string, string> | null;",
+    "  devDependencies: Record<string, string> | null;",
+    "};",
+    "",
+    "function isEntryFile(name: string): boolean {",
+    '  return name.endsWith("-entry.ts");',
+    "}",
+    "",
+    "function entryStem(name: string): string {",
+    '  return name.slice(0, -".ts".length);',
+    "}",
+    "",
+    "async function uncagedWorkflowExternals(): Promise<string[]> {",
+    "  const names = new Set<string>();",
+    '  const paths = [join(rootDir, "package.json"), join(workflowsDir, "package.json")];',
+    "  for (const pkgPath of paths) {",
+    "    let raw: string;",
+    "    try {",
+    '      raw = await readFile(pkgPath, "utf8");',
+    "    } catch {",
+    "      continue;",
+    "    }",
+    "    const parsed = JSON.parse(raw) as JsonDeps;",
+    "    const blocks = [parsed.dependencies, parsed.devDependencies];",
+    "    for (const block of blocks) {",
+    "      if (block == null) {",
+    "        continue;",
+    "      }",
+    "      for (const key of Object.keys(block)) {",
+    '        if (key.startsWith("@uncaged/workflow")) {',
+    "          names.add(key);",
+    "        }",
+    "      }",
+    "    }",
+    "  }",
+    "  if (names.size === 0) {",
+    '    names.add("@uncaged/workflow-runtime");',
+    '    names.add("@uncaged/workflow-protocol");',
+    "  }",
+    "  return [...names];",
+    "}",
+    "",
+    "async function main(): Promise<void> {",
+    "  await mkdir(distDir, { recursive: true });",
+    "  let files: string[];",
+    "  try {",
+    "    files = await readdir(workflowsDir);",
+    "  } catch {",
+    '    console.error("bundle: missing workflows/ directory");',
+    "    process.exitCode = 1;",
+    "    return;",
+    "  }",
+    "  const entries = files.filter(isEntryFile);",
+    "  if (entries.length === 0) {",
+    '    console.warn("bundle: no *-entry.ts files under workflows/");',
+    "    return;",
+    "  }",
+    "  const external = await uncagedWorkflowExternals();",
+    "  for (const file of entries) {",
+    "    const stem = entryStem(file);",
+    "    const entryPath = join(workflowsDir, file);",
+    "    const result = await Bun.build({",
+    "      entrypoints: [entryPath],",
+    "      outdir: distDir,",
+    '      format: "esm",',
+    '      target: "node",',
+    "      splitting: false,",
+    '      naming: { entry: "[name].esm.js" },',
+    "      external,",
+    "    });",
+    "    if (!result.success) {",
+    "      for (const log of result.logs) {",
+    "        console.error(log);",
+    "      }",
+    `      throw new Error(\`bundle failed for \${file}\`);`,
+    "    }",
+    "    const dts =",
+    `      'export { run, descriptor } from "../workflows/' + stem + '.js";\\n';`,
+    `    await writeFile(join(distDir, \`\${stem}.d.ts\`), dts, "utf8");`,
+    `    console.log(\`bundle: \${stem} -> dist/\${stem}.esm.js\`);`,
+    "  }",
+    "}",
+    "",
+    "await main();",
+    "",
+  ].join("\n");
+}
+
 export async function cmdInitWorkspace(
   parentDir: string,
   workspaceName: string,
 ): Promise<Result<CmdInitWorkspaceSuccess, string>> {
-  const validated = validateWorkspaceSegment(workspaceName);
-  if (!validated.ok) {
-    return validated;
+  // Accept a relative/absolute path: resolve it and derive the dir name for package.json.
+  const resolved = resolve(parentDir, workspaceName);
+  const rootPath = resolved;
+  const dirName = basename(resolved);
+
+  if (dirName === "" || dirName === "." || dirName === "..") {
+    return err(`invalid workspace path: ${workspaceName}`);
   }
 
-  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 mkdir(rootPath, { recursive: true });
+  await mkdir(join(rootPath, "templates"), { recursive: true });
+  await mkdir(join(rootPath, "workflows"), { recursive: true });
+  await mkdir(join(rootPath, "scripts"), { recursive: true });
 
   await Promise.all([
-    writeFile(join(rootPath, "package.json"), rootPackageJson(workspaceName), "utf8"),
+    writeFile(join(rootPath, "package.json"), rootPackageJson(dirName), "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, "README.md"), readmeMd(dirName), "utf8"),
     writeFile(join(rootPath, "templates", ".gitkeep"), "", "utf8"),
     writeFile(join(rootPath, "workflows", "package.json"), workflowsPackageJson(), "utf8"),
+    writeFile(join(rootPath, "workflows", ".gitkeep"), "", "utf8"),
+    writeFile(join(rootPath, "bunfig.toml"), bunfigToml(), "utf8"),
+    writeFile(join(rootPath, "scripts", "bundle.ts"), bundleTs(), "utf8"),
   ]);
 
   return ok({ rootPath });

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

@@ -8,7 +8,7 @@ import { createWorkflowRoutes } from "./routes-workflow.js";
 
 const MAX_BODY_SIZE = 1_048_576; // 1 MB
 
-export function createApp(storageRoot: string): Hono {
+export function createApp(storageRoot: string, agentToken: string | null): Hono {
   const app = new Hono();
 
   app.onError((_err, c) => {
@@ -37,7 +37,19 @@ export function createApp(storageRoot: string): Hono {
     await next();
   });
 
+  // ── Agent token auth (skip healthz) ───────────────────────────────
+  if (agentToken !== null) {
+    app.use("/api/*", async (c, next) => {
+      const token = c.req.header("X-Agent-Token");
+      if (token !== agentToken) {
+        return c.json({ error: "unauthorized" }, 401);
+      }
+      await next();
+    });
+  }
+
   app.get("/healthz", (c) => c.json({ ok: true }));
+  app.get("/api/healthz", (c) => c.json({ ok: true }));
 
   app.route("/api/workflows", createWorkflowRoutes(storageRoot));
   app.route("/api/threads", createThreadRoutes(storageRoot));

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

@@ -1,4 +1,4 @@
-import { statSync, watch } from "node:fs";
+import { existsSync, statSync, watch } from "node:fs";
 import { join } from "node:path";
 import { createCasStore, getContentMerklePayload } from "@uncaged/workflow-cas";
 import {
@@ -118,7 +118,12 @@ async function emitRecordsForHead(params: {
         params.eventId.n++;
         await params.stream.writeSSE({
           event: "record",
-          data: JSON.stringify({ type: "workflow-result", ...wf }),
+          data: JSON.stringify({
+            type: "workflow-result",
+            returnCode: wf.returnCode,
+            content: wf.summary,
+            timestamp: null,
+          }),
           id: String(params.eventId.n),
         });
         return true;
@@ -136,6 +141,7 @@ async function emitRecordsForHead(params: {
     await params.stream.writeSSE({
       event: "record",
       data: JSON.stringify({
+        type: "role",
         role: fr.payload.role,
         contentHash: fr.payload.content,
         content,
@@ -306,10 +312,22 @@ export function createLiveRoutes(storageRoot: string): Hono {
         return;
       }
 
+      // If thread is not actively running, emit all records and close — don't keep SSE open
+      const runningPath = join(storageRoot, "logs", threadTarget.bundleHash, `${threadId}.running`);
+      if (!existsSync(runningPath)) {
+        eventId.n++;
+        await stream.writeSSE({
+          event: "done",
+          data: JSON.stringify({ reason: "not-running" }),
+          id: String(eventId.n),
+        });
+        return;
+      }
+
       const controller = new AbortController();
       let completed = false;
 
-      const dataWatcher = watch(threadsJsonPath, async () => {
+      const threadsJsonWatcher = watch(threadsJsonPath, async () => {
         if (completed) {
           return;
         }
@@ -334,7 +352,7 @@ export function createLiveRoutes(storageRoot: string): Hono {
 
       stream.onAbort(() => {
         completed = true;
-        dataWatcher.close();
+        threadsJsonWatcher.close();
         infoWatcher?.close();
       });
 
@@ -347,7 +365,7 @@ export function createLiveRoutes(storageRoot: string): Hono {
         stream.onAbort(() => resolve());
       });
 
-      dataWatcher.close();
+      threadsJsonWatcher.close();
       infoWatcher?.close();
     });
   });

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

@@ -1,24 +1,119 @@
-import { createCasStore } from "@uncaged/workflow-cas";
+import { join } from "node:path";
+import { createCasStore, getContentMerklePayload, parseCasThreadNode } from "@uncaged/workflow-cas";
 import { FORK_BRANCH_ROLE, walkStateFramesNewestFirst } from "@uncaged/workflow-execute";
 import { END } from "@uncaged/workflow-runtime";
 import { getGlobalCasDir } from "@uncaged/workflow-util";
 import { Hono } from "hono";
 
+import { pathExists } from "../../fs-utils.js";
+import type { HistoricalThreadRow, ResolvedThreadRecord } from "../../thread-scan.js";
 import {
   listHistoricalThreads,
   listRunningThreads,
+  resolveThreadListStatus,
   resolveThreadRecord,
 } from "../../thread-scan.js";
 import { cmdKill, cmdPause, cmdResume } from "../thread/control.js";
 import { cmdRun } from "../thread/run.js";
 
+async function readStartInfo(
+  cas: ReturnType<typeof createCasStore>,
+  startHash: string,
+): Promise<{ name: string | null; prompt: string | null }> {
+  const raw = await cas.get(startHash);
+  if (raw === null) return { name: null, prompt: null };
+  const parsed = parseCasThreadNode(raw);
+  if (parsed === null || parsed.kind !== "start") return { name: null, prompt: null };
+  const name = parsed.node.payload.name;
+  const promptHash = parsed.node.refs[0] ?? null;
+  let prompt: string | null = null;
+  if (promptHash !== null) {
+    prompt = await getContentMerklePayload(cas, promptHash);
+  }
+  return { name, prompt };
+}
+
+async function buildThreadDetailRecords(
+  storageRoot: string,
+  resolved: ResolvedThreadRecord,
+  runningMarkerPresent: boolean,
+  statusRow: HistoricalThreadRow,
+): Promise<unknown[]> {
+  const cas = createCasStore(getGlobalCasDir(storageRoot));
+  const frames = await walkStateFramesNewestFirst(cas, resolved.head);
+  const chronological = [...frames].reverse();
+
+  const { name: workflowName, prompt } = await readStartInfo(cas, resolved.start);
+
+  const status = await resolveThreadListStatus(storageRoot, statusRow, runningMarkerPresent);
+
+  const records: unknown[] = [
+    {
+      type: "thread-start",
+      workflow: workflowName ?? "unknown",
+      prompt: prompt ?? null,
+      threadId: resolved.threadId,
+      status,
+      timestamp: null,
+    },
+  ];
+
+  for (const fr of chronological) {
+    if (fr.payload.role === FORK_BRANCH_ROLE) {
+      continue;
+    }
+    if (fr.payload.role === END) {
+      const returnCode = fr.payload.meta.returnCode;
+      const summary = fr.payload.meta.summary;
+      if (typeof returnCode === "number" && typeof summary === "string") {
+        records.push({
+          type: "workflow-result",
+          returnCode,
+          content: summary,
+          timestamp: fr.payload.timestamp,
+        });
+      }
+      continue;
+    }
+    const payloadText = await getContentMerklePayload(cas, fr.payload.content);
+    const content =
+      payloadText !== null
+        ? payloadText
+        : `(content not in CAS; contentHash=${fr.payload.content})`;
+    records.push({
+      type: "role",
+      role: fr.payload.role,
+      contentHash: fr.payload.content,
+      content,
+      meta: fr.payload.meta,
+      timestamp: fr.payload.timestamp,
+    });
+  }
+
+  return records;
+}
+
 export function createThreadRoutes(storageRoot: string): Hono {
   const app = new Hono();
 
   app.get("/", async (c) => {
     const nameFilter = c.req.query("workflow") ?? null;
     const rows = await listHistoricalThreads(storageRoot, nameFilter);
-    return c.json({ threads: rows });
+    const threads = await Promise.all(
+      rows.map(async (r) => {
+        const runningPath = join(storageRoot, "logs", r.hash, `${r.threadId}.running`);
+        const runningMarkerPresent = await pathExists(runningPath);
+        const status = await resolveThreadListStatus(storageRoot, r, runningMarkerPresent);
+        return {
+          threadId: r.threadId,
+          workflow: r.workflowName,
+          hash: r.hash,
+          startedAt: new Date(r.activityTs).toISOString(),
+          status,
+        };
+      }),
+    );
+    return c.json({ threads });
   });
 
   app.get("/running", async (c) => {
@@ -32,42 +127,22 @@ export function createThreadRoutes(storageRoot: string): Hono {
     if (resolved === null) {
       return c.json({ error: `thread not found: ${threadId}` }, 404);
     }
-
-    const cas = createCasStore(getGlobalCasDir(storageRoot));
-    const frames = await walkStateFramesNewestFirst(cas, resolved.head);
-    const chronological = [...frames].reverse();
-
-    const records: unknown[] = [
-      {
-        type: "thread-start",
-        threadId: resolved.threadId,
-        bundleHash: resolved.bundleHash,
-        head: resolved.head,
-        start: resolved.start,
-        source: resolved.source,
-      },
-    ];
-
-    for (const fr of chronological) {
-      if (fr.payload.role === FORK_BRANCH_ROLE) {
-        continue;
-      }
-      if (fr.payload.role === END) {
-        const returnCode = fr.payload.meta.returnCode;
-        const summary = fr.payload.meta.summary;
-        if (typeof returnCode === "number" && typeof summary === "string") {
-          records.push({ type: "workflow-result", returnCode, summary });
-        }
-        continue;
-      }
-      records.push({
-        role: fr.payload.role,
-        contentHash: fr.payload.content,
-        meta: fr.payload.meta,
-        timestamp: fr.payload.timestamp,
-      });
-    }
-
+    const runningPath = join(storageRoot, "logs", resolved.bundleHash, `${threadId}.running`);
+    const runningMarkerPresent = await pathExists(runningPath);
+    const statusRow = {
+      threadId: resolved.threadId,
+      hash: resolved.bundleHash,
+      workflowName: null,
+      source: resolved.source,
+      activityTs: 0,
+      head: resolved.head,
+    };
+    const records = await buildThreadDetailRecords(
+      storageRoot,
+      resolved,
+      runningMarkerPresent,
+      statusRow,
+    );
     return c.json({ threadId, records });
   });
 
@@ -81,13 +156,12 @@ export function createThreadRoutes(storageRoot: string): Hono {
 
     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);
+    const result = await cmdRun(storageRoot, name, prompt);
     if (!result.ok) {
       return c.json({ error: result.error }, 400);
     }

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

@@ -1,9 +1,14 @@
+import { readFile } from "node:fs/promises";
+import { join } from "node:path";
+import type { WorkflowDescriptor } from "@uncaged/workflow-protocol";
 import {
   getRegisteredWorkflow,
   listRegisteredWorkflowNames,
   readWorkflowRegistry,
+  validateWorkflowDescriptor,
 } from "@uncaged/workflow-register";
 import { Hono } from "hono";
+import { parse as parseYaml } from "yaml";
 
 export function createWorkflowRoutes(storageRoot: string): Hono {
   const app = new Hono();
@@ -35,7 +40,17 @@ export function createWorkflowRoutes(storageRoot: string): Hono {
     if (entry === null) {
       return c.json({ error: `workflow not found: ${name}` }, 404);
     }
-    return c.json({ name, ...entry });
+    let descriptor: WorkflowDescriptor | null = null;
+    try {
+      const yamlPath = join(storageRoot, "bundles", `${entry.hash}.yaml`);
+      const yamlText = await readFile(yamlPath, "utf8");
+      const parsed: unknown = parseYaml(yamlText);
+      const validated = validateWorkflowDescriptor(parsed);
+      descriptor = validated.ok ? validated.value : null;
+    } catch {
+      descriptor = null;
+    }
+    return c.json({ name, ...entry, descriptor });
   });
 
   app.get("/:name/history", async (c) => {

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

@@ -1,12 +1,24 @@
+import { randomUUID } from "node:crypto";
+import { hostname as osHostname } from "node:os";
 import { err, ok, type Result } from "@uncaged/workflow-protocol";
+import { createLogger } from "@uncaged/workflow-util";
 import { serve } from "bun";
 
 import { printCliLine } from "../../cli-output.js";
 import { createApp } from "./app.js";
+import { registerWithGateway, startHeartbeat, unregisterFromGateway } from "./tunnel.js";
 import type { ServeOptions } from "./types.js";
+import { startGatewayWsClient } from "./ws-client.js";
 
-export function startServer(storageRoot: string, options: ServeOptions): void {
-  const app = createApp(storageRoot);
+const DEFAULT_GATEWAY_URL = "https://workflow-gateway.shazhou.workers.dev";
+const HEARTBEAT_INTERVAL_MS = 60_000;
+
+export function startServer(
+  storageRoot: string,
+  options: ServeOptions,
+  agentToken: string | null,
+): void {
+  const app = createApp(storageRoot, agentToken);
 
   const server = serve({
     fetch: app.fetch,
@@ -28,30 +40,55 @@ function parsePortValue(value: string | undefined): Result<number, string> {
   return ok(parsed);
 }
 
+function requireNextArg(argv: string[], i: number, flag: string): Result<string, string> {
+  const next = argv[i + 1];
+  if (next === undefined) {
+    return err(`${flag} requires a value`);
+  }
+  return ok(next);
+}
+
 function parseServeArgv(argv: string[]): Result<ServeOptions, string> {
   let port = 7860;
   let hostname = "127.0.0.1";
+  let name = osHostname().split(".")[0].toLowerCase();
+  let noTunnel = false;
+  let tunnelUrl: string | null = null;
+  let gatewayUrl = DEFAULT_GATEWAY_URL;
+  const gatewaySecret = process.env.WORKFLOW_GATEWAY_SECRET ?? "";
+  const stringFlags: Record<string, (v: string) => void> = {
+    "--host": (v) => {
+      hostname = v;
+    },
+    "--name": (v) => {
+      name = v;
+    },
+    "--gateway": (v) => {
+      gatewayUrl = v;
+    },
+    "--tunnel-url": (v) => {
+      tunnelUrl = v;
+    },
+  };
 
   for (let i = 0; i < argv.length; i++) {
     const arg = argv[i];
     if (arg === "--port" || arg === "-p") {
       const portResult = parsePortValue(argv[i + 1]);
-      if (!portResult.ok) {
-        return portResult;
-      }
+      if (!portResult.ok) return portResult;
       port = portResult.value;
       i++;
-    } else if (arg === "--host") {
-      const next = argv[i + 1];
-      if (next === undefined) {
-        return err("--host requires a value");
-      }
-      hostname = next;
+    } else if (arg === "--no-tunnel") {
+      noTunnel = true;
+    } else if (arg in stringFlags) {
+      const r = requireNextArg(argv, i, arg);
+      if (!r.ok) return r;
+      stringFlags[arg](r.value);
       i++;
     }
   }
 
-  return ok({ port, hostname });
+  return ok({ port, hostname, name, noTunnel, tunnelUrl, gatewayUrl, gatewaySecret });
 }
 
 export async function dispatchServe(storageRoot: string, argv: string[]): Promise<number> {
@@ -61,9 +98,83 @@ export async function dispatchServe(storageRoot: string, argv: string[]): Promis
     return 1;
   }
 
-  startServer(storageRoot, parsed.value);
+  const options = parsed.value;
+  const agentToken = options.noTunnel ? null : randomUUID();
+  startServer(storageRoot, options, agentToken);
+
+  if (options.noTunnel) {
+    printCliLine("tunnel disabled (--no-tunnel)");
+    await new Promise(() => {});
+    return 0;
+  }
+
+  let resolvedTunnelUrl: string;
+  let stopWsClient: (() => void) | null = null;
+
+  if (options.tunnelUrl !== null) {
+    resolvedTunnelUrl = options.tunnelUrl;
+    printCliLine(`using tunnel URL: ${resolvedTunnelUrl}`);
+  } else {
+    if (options.gatewaySecret === "") {
+      printCliLine(
+        "WORKFLOW_GATEWAY_SECRET not set — cannot use WebSocket gateway connection (set env or pass --tunnel-url)",
+      );
+      await new Promise(() => {});
+      return 0;
+    }
+    resolvedTunnelUrl = `http://127.0.0.1:${options.port}`;
+    const log = createLogger({ sink: { kind: "stderr" } });
+    stopWsClient = startGatewayWsClient({
+      gatewayUrl: options.gatewayUrl,
+      name: options.name,
+      secret: options.gatewaySecret,
+      localPort: options.port,
+      log,
+    });
+    printCliLine("gateway WebSocket reverse connection (no cloudflared)");
+  }
+
+  if (options.gatewaySecret) {
+    if (agentToken === null) {
+      printCliLine("internal error: agent token missing");
+      await new Promise(() => {});
+      return 1;
+    }
+    const token = agentToken;
+    const registered = await registerWithGateway(
+      options.gatewayUrl,
+      options.name,
+      resolvedTunnelUrl,
+      options.gatewaySecret,
+      token,
+    );
+    if (registered) {
+      printCliLine(`registered with gateway as "${options.name}"`);
+    }
+
+    const heartbeatTimer = startHeartbeat(
+      options.gatewayUrl,
+      options.name,
+      resolvedTunnelUrl,
+      options.gatewaySecret,
+      token,
+      HEARTBEAT_INTERVAL_MS,
+    );
+
+    const cleanup = async () => {
+      clearInterval(heartbeatTimer);
+      stopWsClient?.();
+      printCliLine("unregistering from gateway...");
+      await unregisterFromGateway(options.gatewayUrl, options.name, options.gatewaySecret);
+      process.exit(0);
+    };
+
+    process.on("SIGINT", cleanup);
+    process.on("SIGTERM", cleanup);
+  } else {
+    printCliLine("WORKFLOW_GATEWAY_SECRET not set — skipping gateway registration");
+  }
 
-  // Keep process alive
   await new Promise(() => {});
   return 0;
 }

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

@@ -0,0 +1,88 @@
+import { printCliLine } from "../../cli-output.js";
+
+type TunnelHandle = {
+  process: ReturnType<typeof Bun.spawn>;
+  url: string;
+};
+
+export async function startTunnel(port: number): Promise<TunnelHandle | null> {
+  const proc = Bun.spawn(["cloudflared", "tunnel", "--url", `http://localhost:${port}`], {
+    stdout: "pipe",
+    stderr: "pipe",
+  });
+
+  // cloudflared prints the URL to stderr
+  const reader = proc.stderr.getReader();
+  const decoder = new TextDecoder();
+  let buffer = "";
+  const deadline = Date.now() + 30_000;
+
+  while (Date.now() < deadline) {
+    const { done, value } = await reader.read();
+    if (done) break;
+    buffer += decoder.decode(value, { stream: true });
+    const match = buffer.match(/https:\/\/[a-z0-9-]+\.trycloudflare\.com/);
+    if (match) {
+      // Release the reader so stderr keeps flowing without backpressure
+      reader.releaseLock();
+      return { process: proc, url: match[0] };
+    }
+  }
+
+  reader.releaseLock();
+  proc.kill();
+  return null;
+}
+
+export async function registerWithGateway(
+  gatewayUrl: string,
+  name: string,
+  tunnelUrl: string,
+  secret: string,
+  agentToken: string,
+): Promise<boolean> {
+  try {
+    const resp = await fetch(`${gatewayUrl}/api/gateway/register`, {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ name, url: tunnelUrl, secret, agentToken }),
+    });
+    if (!resp.ok) {
+      const body = await resp.text();
+      printCliLine(`gateway registration failed: ${resp.status} ${body}`);
+      return false;
+    }
+    return true;
+  } catch (e) {
+    printCliLine(`gateway registration error: ${e}`);
+    return false;
+  }
+}
+
+export async function unregisterFromGateway(
+  gatewayUrl: string,
+  name: string,
+  secret: string,
+): Promise<void> {
+  try {
+    await fetch(`${gatewayUrl}/api/gateway/register/${name}`, {
+      method: "DELETE",
+      headers: { Authorization: `Bearer ${secret}` },
+    });
+  } catch {
+    // Best effort — process is exiting
+  }
+}
+
+export function startHeartbeat(
+  gatewayUrl: string,
+  name: string,
+  tunnelUrl: string,
+  secret: string,
+  agentToken: string,
+  intervalMs: number,
+): ReturnType<typeof setInterval> {
+  return setInterval(() => {
+    registerWithGateway(gatewayUrl, name, tunnelUrl, secret, agentToken).catch(() => {});
+  }, intervalMs);
+}

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

@@ -1,4 +1,9 @@
 export type ServeOptions = {
   port: number;
   hostname: string;
+  name: string;
+  noTunnel: boolean;
+  tunnelUrl: string | null;
+  gatewayUrl: string;
+  gatewaySecret: string;
 };

packages/cli-workflow/src/commands/serve/ws-client.ts

@@ -0,0 +1,165 @@
+import { parseWsRequestJson, type WsResponse } from "@uncaged/workflow-gateway/ws-protocol";
+import type { LogFn } from "@uncaged/workflow-util";
+
+export type GatewayWsClientParams = {
+  gatewayUrl: string;
+  name: string;
+  secret: string;
+  localPort: number;
+  log: LogFn;
+};
+
+const INITIAL_BACKOFF_MS = 1000;
+const MAX_BACKOFF_MS = 30_000;
+
+export function buildGatewayWsConnectUrl(gatewayUrl: string, name: string, secret: string): string {
+  const u = new URL(gatewayUrl);
+  if (u.protocol === "https:") {
+    u.protocol = "wss:";
+  } else if (u.protocol === "http:") {
+    u.protocol = "ws:";
+  }
+  u.pathname = "/ws/connect";
+  u.search = "";
+  u.searchParams.set("name", name);
+  u.searchParams.set("secret", secret);
+  return u.href;
+}
+
+function headersToRecord(h: Headers): Record<string, string> {
+  const out: Record<string, string> = {};
+  for (const [k, v] of h) {
+    out[k] = v;
+  }
+  return out;
+}
+
+async function handleGatewayMessage(
+  ws: WebSocket,
+  raw: string,
+  params: GatewayWsClientParams,
+): Promise<void> {
+  const req = parseWsRequestJson(raw);
+  if (req === null) {
+    params.log("ZM8K2PQ1", "gateway WebSocket dropped non-request message");
+    return;
+  }
+  const localUrl = `http://127.0.0.1:${String(params.localPort)}${req.path}`;
+  const initHeaders = new Headers();
+  for (const [k, v] of Object.entries(req.headers)) {
+    initHeaders.set(k, v);
+  }
+  let resp: Response;
+  try {
+    resp = await fetch(localUrl, {
+      method: req.method,
+      headers: initHeaders,
+      body: req.body === null ? undefined : req.body,
+    });
+  } catch (e) {
+    params.log("R4N7BQ3C", `local proxy fetch failed: ${String(e)}`);
+    const errBody: WsResponse = {
+      id: req.id,
+      status: 502,
+      headers: { "content-type": "application/json" },
+      body: JSON.stringify({ error: "local fetch failed", detail: String(e) }),
+    };
+    ws.send(JSON.stringify(errBody));
+    return;
+  }
+  const bodyText = await resp.text();
+  const headerRecord = headersToRecord(resp.headers);
+  const out: WsResponse = {
+    id: req.id,
+    status: resp.status,
+    headers: headerRecord,
+    body: bodyText,
+  };
+  ws.send(JSON.stringify(out));
+}
+
+/** Maintains a reverse WebSocket to the workflow gateway; reconnects with exponential backoff. */
+export function startGatewayWsClient(params: GatewayWsClientParams): () => void {
+  const wsUrl = buildGatewayWsConnectUrl(params.gatewayUrl, params.name, params.secret);
+  let socket: WebSocket | null = null;
+  let reconnectTimer: ReturnType<typeof setTimeout> | null = null;
+  let stopped = false;
+  let attempt = 0;
+
+  const clearReconnectTimer = (): void => {
+    if (reconnectTimer !== null) {
+      clearTimeout(reconnectTimer);
+      reconnectTimer = null;
+    }
+  };
+
+  const scheduleReconnect = (): void => {
+    if (stopped) {
+      return;
+    }
+    clearReconnectTimer();
+    const delayMs = Math.min(INITIAL_BACKOFF_MS * 2 ** attempt, MAX_BACKOFF_MS);
+    attempt++;
+    params.log("6CJX2RLP", `gateway WebSocket reconnect in ${delayMs}ms (attempt ${attempt})`);
+    reconnectTimer = setTimeout(connect, delayMs);
+  };
+
+  const connect = (): void => {
+    if (stopped) {
+      return;
+    }
+    clearReconnectTimer();
+    params.log("2XK7HM9Q", "gateway WebSocket connecting...");
+    try {
+      socket = new WebSocket(wsUrl);
+    } catch (e) {
+      params.log("7NQW4HBT", `gateway WebSocket create failed: ${String(e)}`);
+      scheduleReconnect();
+      return;
+    }
+
+    const ws = socket;
+
+    ws.addEventListener("open", () => {
+      attempt = 0;
+      params.log("4PWN3V82", "gateway WebSocket connected");
+    });
+
+    ws.addEventListener("close", (ev) => {
+      socket = null;
+      params.log(
+        "8QTR6ZKC",
+        `gateway WebSocket closed code=${String(ev.code)} reason=${ev.reason} wasClean=${String(ev.wasClean)}`,
+      );
+      if (!stopped) {
+        scheduleReconnect();
+      }
+    });
+
+    ws.addEventListener("error", () => {
+      params.log("9BWS1M7F", "gateway WebSocket error");
+    });
+
+    ws.addEventListener("message", (ev) => {
+      const data = ev.data;
+      if (typeof data !== "string") {
+        params.log("T9W2KL5H", "gateway WebSocket non-text frame ignored");
+        return;
+      }
+      void handleGatewayMessage(ws, data, params).catch((e: unknown) => {
+        params.log("V7KX2M9P", `gateway WebSocket handler error: ${String(e)}`);
+      });
+    });
+  };
+
+  connect();
+
+  return (): void => {
+    stopped = true;
+    clearReconnectTimer();
+    if (socket !== null && socket.readyState === WebSocket.OPEN) {
+      socket.close(1000, "shutdown");
+    }
+    socket = null;
+  };
+}

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

@@ -0,0 +1,399 @@
+import { existsSync } from "node:fs";
+import { stdin as input, stdout as output } from "node:process";
+import { createInterface } from "node:readline/promises";
+import { resolve as resolvePath } from "node:path";
+
+import { err, ok, type Result } from "@uncaged/workflow-protocol";
+
+import { createLogger } from "@uncaged/workflow-util";
+
+import { printCliError, printCliLine, printCliWarn } from "../../cli-output.js";
+
+const setupDispatchLog = createLogger({ sink: { kind: "stderr" } });
+import { loadPresetProviders } from "./preset-providers.js";
+import { cmdSetup, printSetupSummary } from "./setup.js";
+import type { SetupCliArgs } from "./types.js";
+
+type OpenAiModelEntry = {
+  id: string;
+};
+
+type OpenAiModelsResponse = {
+  data: OpenAiModelEntry[];
+};
+
+function usageSetup(): string {
+  return [
+    "uncaged-workflow setup — configure workflow.yaml providers and default model",
+    "",
+    "Non-interactive (agent mode):",
+    "  uncaged-workflow setup \\",
+    "    --provider <name> \\",
+    "    --base-url <url> \\",
+    "    --api-key <key> \\",
+    "    --default-model <provider/model> \\",
+    "    [--init-workspace <name>]",
+    "",
+    "Interactive: run with no flags (prompts for each value).",
+    "",
+    "Storage: uses the same root as other commands (see UNCAGED_WORKFLOW_STORAGE_ROOT).",
+  ].join("\n");
+}
+
+function requireNext(argv: string[], i: number, flag: string): Result<string, string> {
+  const next = argv[i + 1];
+  if (next === undefined || next.startsWith("--")) {
+    return err(`${flag} requires a value`);
+  }
+  return ok(next);
+}
+
+type ParsedSetup = SetupCliArgs | "interactive" | "help";
+
+type SetupFlagField = "provider" | "baseUrl" | "apiKey" | "defaultModel" | "initWorkspaceName";
+
+const SETUP_FLAG_TO_FIELD: Record<string, SetupFlagField> = {
+  "--provider": "provider",
+  "--base-url": "baseUrl",
+  "--api-key": "apiKey",
+  "--default-model": "defaultModel",
+  "--init-workspace": "initWorkspaceName",
+};
+
+function emptyFlagState(): Record<SetupFlagField, string | null> {
+  return {
+    provider: null,
+    baseUrl: null,
+    apiKey: null,
+    defaultModel: null,
+    initWorkspaceName: null,
+  };
+}
+
+function finalizeParsedSetup(
+  state: Record<SetupFlagField, string | null>,
+): Result<ParsedSetup, string> {
+  const hasAnyFlag =
+    state.provider !== null ||
+    state.baseUrl !== null ||
+    state.apiKey !== null ||
+    state.defaultModel !== null ||
+    state.initWorkspaceName !== null;
+
+  if (!hasAnyFlag) {
+    return ok("interactive");
+  }
+
+  if (state.provider === null) {
+    return err(
+      "non-interactive setup requires --provider (or omit all flags for interactive mode)",
+    );
+  }
+
+  const missing: string[] = [];
+  if (state.baseUrl === null) {
+    missing.push("--base-url");
+  }
+  if (state.apiKey === null) {
+    missing.push("--api-key");
+  }
+  if (state.defaultModel === null) {
+    missing.push("--default-model");
+  }
+  if (missing.length > 0) {
+    return err(`missing required flag(s): ${missing.join(", ")}`);
+  }
+
+  const b = state.baseUrl;
+  const k = state.apiKey;
+  const m = state.defaultModel;
+  if (b === null || k === null || m === null) {
+    return err("internal: missing required flags after validation");
+  }
+
+  return ok({
+    provider: state.provider,
+    baseUrl: b,
+    apiKey: k,
+    defaultModel: m,
+    initWorkspaceName: state.initWorkspaceName,
+  });
+}
+
+function parseSetupArgv(argv: string[]): Result<ParsedSetup, string> {
+  const state = emptyFlagState();
+
+  for (let i = 0; i < argv.length; i++) {
+    const tok = argv[i];
+    if (tok === undefined) {
+      break;
+    }
+    if (tok === "--help" || tok === "-h") {
+      return ok("help");
+    }
+    const field = SETUP_FLAG_TO_FIELD[tok];
+    if (field === undefined) {
+      return err(`unknown argument: ${tok}`);
+    }
+    const v = requireNext(argv, i, tok);
+    if (!v.ok) {
+      return v;
+    }
+    state[field] = v.value;
+    i++;
+  }
+
+  return finalizeParsedSetup(state);
+}
+
+async function promptLine(
+  rl: { question: (q: string) => Promise<string> },
+  label: string,
+): Promise<string> {
+  const raw = await rl.question(label);
+  return raw.trim();
+}
+
+/** Read a line with terminal echo disabled (for secrets). */
+async function promptSecret(label: string): Promise<string> {
+  process.stdout.write(label);
+  return new Promise((fulfill) => {
+    let buf = "";
+    const rawWasSet = process.stdin.isRaw;
+    if (process.stdin.isTTY) {
+      process.stdin.setRawMode(true);
+    }
+    process.stdin.resume();
+    process.stdin.setEncoding("utf8");
+
+    const onData = (chunk: string) => {
+      for (const c of chunk.toString()) {
+        if (c === "\n" || c === "\r" || c === "\u0004") {
+          if (process.stdin.isTTY) {
+            process.stdin.setRawMode(rawWasSet);
+          }
+          process.stdin.pause();
+          process.stdin.removeListener("data", onData);
+          process.stdout.write("\n");
+          fulfill(buf.trim());
+          return;
+        }
+        if (c === "\u007F" || c === "\b") {
+          if (buf.length > 0) {
+            buf = buf.slice(0, -1);
+            process.stdout.write("\b \b");
+          }
+          continue;
+        }
+        if (c === "\u0003") {
+          if (process.stdin.isTTY) {
+            process.stdin.setRawMode(rawWasSet);
+          }
+          process.exit(130);
+        }
+        buf += c;
+        process.stdout.write("*");
+      }
+    };
+
+    process.stdin.on("data", onData);
+  });
+}
+
+/** Fetch available models from an OpenAI-compatible /models endpoint. */
+async function fetchAvailableModels(
+  baseUrl: string,
+  apiKey: string,
+): Promise<string[]> {
+  const url = baseUrl.replace(/\/+$/, "") + "/models";
+  try {
+    const res = await fetch(url, {
+      headers: { Authorization: `Bearer ${apiKey}` },
+      signal: AbortSignal.timeout(10_000),
+    });
+    if (!res.ok) {
+      setupDispatchLog("R5KH7WM3", `GET ${url} returned ${res.status}`);
+      return [];
+    }
+    const body = (await res.json()) as OpenAiModelsResponse;
+    if (!Array.isArray(body.data)) {
+      return [];
+    }
+    // Filter out non-chat models. Some patterns are DashScope-specific (sambert, cosyvoice,
+    // wordart, wanx, wan2, paraformer) but harmless for other providers.
+    const NON_CHAT_RE =
+      /speech|embed|image|video|audio|ocr|rerank|tts|asr|paraformer|sambert|cosyvoice|wordart|wanx|wan2|flux|stable-diffusion|z-image|s2s|livetranslate|realtime|gui-/i;
+    return body.data
+      .map((m) => m.id)
+      .filter((id) => !NON_CHAT_RE.test(id))
+      .sort();
+  } catch (e) {
+    setupDispatchLog("V8NQ4JT6", `fetch models failed: ${e instanceof Error ? e.message : String(e)}`);
+    return [];
+  }
+}
+
+async function collectInteractiveSetup(): Promise<Result<SetupCliArgs, string>> {
+  const rl = createInterface({ input, output });
+  try {
+    printCliLine("Configure the LLM provider that workflow agents will use.\n");
+
+    const presets = loadPresetProviders();
+    const numWidth = String(presets.length + 1).length;
+    printCliLine("Select a provider:\n");
+    for (let i = 0; i < presets.length; i++) {
+      const p = presets[i]!;
+      const num = String(i + 1).padStart(numWidth);
+      printCliLine(`  ${num}) ${p.label.padEnd(28)} ${p.baseUrl}`);
+    }
+    const customNum = String(presets.length + 1).padStart(numWidth);
+    printCliLine(`  ${customNum}) Custom (enter name and URL manually)`);
+    printCliLine("");
+
+    const choice = await promptLine(rl, `Choose [1-${presets.length + 1}]: `);
+    const choiceNum = Number.parseInt(choice, 10);
+    if (Number.isNaN(choiceNum) || choiceNum < 1 || choiceNum > presets.length + 1) {
+      rl.close();
+      return err(`invalid choice: ${choice}`);
+    }
+
+    let provider: string;
+    let baseUrl: string;
+    if (choiceNum <= presets.length) {
+      const selected = presets[choiceNum - 1]!;
+      provider = selected.name;
+      baseUrl = selected.baseUrl;
+      printCliLine(`\n  → ${selected.label} (${baseUrl})\n`);
+    } else {
+      provider = await promptLine(rl, "Provider name (e.g. my-proxy): ");
+      if (provider === "") {
+        return err("provider name must not be empty");
+      }
+      baseUrl = await promptLine(rl, "OpenAI-compatible API base URL: ");
+      if (baseUrl === "") {
+        return err("base URL must not be empty");
+      }
+    }
+
+    // Close readline before raw-mode secret prompt, reopen after.
+    rl.close();
+    const apiKey = await promptSecret("API key for this provider: ");
+    if (apiKey === "") {
+      return err("API key must not be empty");
+    }
+    const rl2 = createInterface({ input, output });
+
+    // Try to list available models from the provider.
+    printCliLine("\nFetching available models...");
+    const models = await fetchAvailableModels(baseUrl, apiKey);
+    let selectedModel: string;
+    if (models.length > 0) {
+      printCliLine(`\nAvailable models (${models.length}):\n`);
+      const cols = process.stdout.columns || 80;
+      const nw = String(models.length).length; // number width
+      // Each cell: "  <num>) <model>  " — prefix is 2 + nw + 2 = nw+4
+      const prefixLen = nw + 4;
+      const maxModelLen = Math.max(...models.map((m) => m.length));
+      const cellWidth = prefixLen + maxModelLen + 2; // +2 gap between columns
+      const numCols = Math.max(1, Math.floor(cols / cellWidth));
+      for (let i = 0; i < models.length; i += numCols) {
+        const cells: string[] = [];
+        for (let j = i; j < Math.min(i + numCols, models.length); j++) {
+          const num = String(j + 1).padStart(nw);
+          cells.push(`  ${num}) ${(models[j]!).padEnd(maxModelLen + 2)}`);
+        }
+        printCliLine(cells.join(""));
+      }
+      printCliLine(`\nChoose a number, or type a model name directly.`);
+      const modelInput = await promptLine(rl2, `Default model [1-${models.length}]: `);
+      if (modelInput === "") {
+        rl2.close();
+        return err("default model must not be empty");
+      }
+      const modelNum = Number.parseInt(modelInput, 10);
+      if (!Number.isNaN(modelNum) && modelNum >= 1 && modelNum <= models.length) {
+        selectedModel = models[modelNum - 1]!;
+      } else {
+        // Treat as a literal model name.
+        selectedModel = modelInput;
+      }
+    } else {
+      printCliWarn("Could not fetch models (API may not support /models endpoint).");
+      const modelInput = await promptLine(rl2, `Default model (e.g. qwen-plus, gpt-4o): `);
+      if (modelInput === "") {
+        rl2.close();
+        return err("default model must not be empty");
+      }
+      selectedModel = modelInput;
+    }
+    // Strip provider prefix if user included one (e.g. pasted "MiniMax/MiniMax-M2.7").
+    const bare = selectedModel.includes("/") ? selectedModel.split("/").pop()! : selectedModel;
+    const defaultModel = `${provider}/${bare}`;
+    printCliLine(`  → ${defaultModel}`);
+
+    let initWorkspaceName: string | null = null;
+    // Loop until a valid workspace path is provided or the user skips.
+    while (true) {
+      const wsPath = await promptLine(
+        rl2,
+        "\nWorkflow workspace path (default: ./workflows, type 'skip' to skip): ",
+      );
+      if (wsPath.toLowerCase() === "skip") {
+        break;
+      }
+      const candidate = wsPath === "" ? "./workflows" : wsPath;
+      // Validate path before passing to cmdSetup.
+      const resolved = resolvePath(process.cwd(), candidate);
+      if (existsSync(resolved)) {
+        printCliWarn(`directory already exists: ${resolved}`);
+        printCliLine("Please enter a different path, or type 'skip' to skip.");
+        continue;
+      }
+      initWorkspaceName = candidate;
+      break;
+    }
+    rl2.close();
+
+    return ok({
+      provider,
+      baseUrl,
+      apiKey,
+      defaultModel,
+      initWorkspaceName,
+    });
+  } catch (e) {
+    return err(e instanceof Error ? e.message : String(e));
+  }
+}
+
+export async function dispatchSetup(storageRoot: string, argv: string[]): Promise<number> {
+  const parsed = parseSetupArgv(argv);
+  if (!parsed.ok) {
+    printCliError(`${parsed.error}\n\n${usageSetup()}`);
+    return 1;
+  }
+  if (parsed.value === "help") {
+    printCliLine(usageSetup());
+    return 0;
+  }
+
+  let args: SetupCliArgs;
+  if (parsed.value === "interactive") {
+    const collected = await collectInteractiveSetup();
+    if (!collected.ok) {
+      printCliError(collected.error);
+      return 1;
+    }
+    args = collected.value;
+  } else {
+    args = parsed.value;
+  }
+
+  const result = await cmdSetup(storageRoot, args);
+  if (!result.ok) {
+    printCliError(result.error);
+    return 1;
+  }
+  printSetupSummary(result.value);
+  return 0;
+}

packages/cli-workflow/src/commands/setup/index.ts

@@ -0,0 +1,4 @@
+export { dispatchSetup } from "./dispatch.js";
+export { loadPresetProviders } from "./preset-providers.js";
+export { cmdSetup, printSetupSummary } from "./setup.js";
+export type { CmdSetupSuccess, PresetProvider, SetupCliArgs } from "./types.js";

packages/cli-workflow/src/commands/setup/preset-providers.ts

@@ -0,0 +1,49 @@
+import { readFileSync } from "node:fs";
+import { join } from "node:path";
+
+import { parse as parseYaml } from "yaml";
+
+import type { PresetProvider } from "./types.js";
+
+
+
+type RawPresetEntry = {
+	name: unknown;
+	label: unknown;
+	baseUrl: unknown;
+};
+
+function isRawEntry(v: unknown): v is RawPresetEntry {
+	if (typeof v !== "object" || v === null) return false;
+	const o = v as Record<string, unknown>;
+	return typeof o.name === "string" && typeof o.label === "string" && typeof o.baseUrl === "string";
+}
+
+let cached: ReadonlyArray<PresetProvider> | null = null;
+
+export function loadPresetProviders(): ReadonlyArray<PresetProvider> {
+	if (cached !== null) return cached;
+
+	const yamlPath = join(import.meta.dirname, "providers.yaml");
+	const raw = readFileSync(yamlPath, "utf8");
+	const parsed: unknown = parseYaml(raw);
+
+	if (!Array.isArray(parsed)) {
+		throw new Error(`providers.yaml: expected array, got ${typeof parsed}`);
+	}
+
+	const result: PresetProvider[] = [];
+	for (const entry of parsed) {
+		if (!isRawEntry(entry)) {
+			throw new Error(`providers.yaml: invalid entry: ${JSON.stringify(entry)}`);
+		}
+		result.push({
+			name: entry.name as string,
+			label: entry.label as string,
+			baseUrl: entry.baseUrl as string,
+		});
+	}
+
+	cached = result;
+	return result;
+}

packages/cli-workflow/src/commands/setup/providers.yaml

@@ -0,0 +1,73 @@
+# Preset LLM providers for `uncaged-workflow setup`.
+# Each entry needs a provider name (used in workflow.yaml) and an OpenAI-compatible base URL.
+# Add new providers here — no code changes required.
+
+# ── International ──────────────────────────────────────────
+
+- name: openai
+  label: OpenAI
+  baseUrl: https://api.openai.com/v1
+
+- name: xai
+  label: xAI
+  baseUrl: https://api.x.ai/v1
+
+- name: openrouter
+  label: OpenRouter
+  baseUrl: https://openrouter.ai/api/v1
+
+- name: venice
+  label: Venice
+  baseUrl: https://api.venice.ai/api/v1
+
+# ── China ──────────────────────────────────────────────────
+
+- name: dashscope
+  label: DashScope (Alibaba)
+  baseUrl: https://dashscope.aliyuncs.com/compatible-mode/v1
+
+- name: deepseek
+  label: DeepSeek
+  baseUrl: https://api.deepseek.com/v1
+
+- name: siliconflow
+  label: SiliconFlow
+  baseUrl: https://api.siliconflow.cn/v1
+
+- name: volcengine
+  label: Volcengine (ByteDance)
+  baseUrl: https://ark.cn-beijing.volces.com/api/v3
+
+- name: kimi
+  label: Kimi (Moonshot)
+  baseUrl: https://api.moonshot.cn/v1
+
+- name: glm
+  label: GLM (Zhipu AI)
+  baseUrl: https://open.bigmodel.cn/api/paas/v4
+
+- name: glm-intl
+  label: GLM (Zhipu AI Intl)
+  baseUrl: https://api.z.ai/api/paas/v4
+
+- name: stepfun
+  label: StepFun
+  baseUrl: https://api.stepfun.com/v1
+
+- name: minimax
+  label: MiniMax
+  baseUrl: https://api.minimax.io/v1
+
+- name: tencent
+  label: Tencent TokenHub
+  baseUrl: https://tokenhub.tencentmaas.com/v1
+
+- name: xiaomi
+  label: Xiaomi MiMo
+  baseUrl: https://api.xiaomimimo.com/v1
+
+# ── Local ──────────────────────────────────────────────────
+
+- name: ollama
+  label: Ollama (local)
+  baseUrl: http://localhost:11434/v1

packages/cli-workflow/src/commands/setup/setup.ts

@@ -0,0 +1,105 @@
+import { err, ok, type Result, type WorkflowConfig } from "@uncaged/workflow-protocol";
+import {
+  readWorkflowRegistry,
+  splitProviderModelRef,
+  workflowRegistryPath,
+  writeWorkflowRegistry,
+} from "@uncaged/workflow-register";
+import { createLogger } from "@uncaged/workflow-util";
+
+import { printCliLine } from "../../cli-output.js";
+import { cmdInitWorkspace } from "../init/index.js";
+import type { CmdSetupSuccess, SetupCliArgs } from "./types.js";
+
+const setupLog = createLogger({ sink: { kind: "stderr" } });
+
+
+
+function mergeWorkflowConfig(
+  prev: WorkflowConfig | null,
+  input: SetupCliArgs,
+): Result<WorkflowConfig, string> {
+  const modelSplit = splitProviderModelRef(input.defaultModel);
+  if (!modelSplit.ok) {
+    return err(modelSplit.error);
+  }
+  if (modelSplit.value.providerName !== input.provider) {
+    return err(
+      `default model provider "${modelSplit.value.providerName}" must match --provider "${input.provider}"`,
+    );
+  }
+
+  const maxDepth = prev === null ? 3 : prev.maxDepth;
+  const supervisorInterval = prev === null ? 3 : prev.supervisorInterval;
+  const providers = {
+    ...(prev === null ? {} : prev.providers),
+    [input.provider]: { baseUrl: input.baseUrl, apiKey: input.apiKey },
+  };
+  const models = { ...(prev === null ? {} : prev.models), default: input.defaultModel };
+
+  return ok({
+    maxDepth,
+    supervisorInterval,
+    providers,
+    models,
+  });
+}
+
+export async function cmdSetup(
+  storageRoot: string,
+  input: SetupCliArgs,
+): Promise<Result<CmdSetupSuccess, string>> {
+  const readResult = await readWorkflowRegistry(storageRoot);
+  if (!readResult.ok) {
+    setupLog("W8JH4Q2K", `read workflow registry failed: ${readResult.error.message}`);
+    return err(readResult.error.message);
+  }
+
+  const current = readResult.value;
+  const merged = mergeWorkflowConfig(current.config, input);
+  if (!merged.ok) {
+    return merged;
+  }
+  const nextConfig = merged.value;
+  const nextRegistry = {
+    config: nextConfig,
+    workflows: current.workflows,
+  };
+
+  const written = await writeWorkflowRegistry(storageRoot, nextRegistry);
+  if (!written.ok) {
+    setupLog("M2NB5VX9", `write workflow registry failed: ${written.error.message}`);
+    return err(written.error.message);
+  }
+
+  const registryPath = workflowRegistryPath(storageRoot);
+
+  let initWorkspaceRootPath: string | null = null;
+  if (input.initWorkspaceName !== null) {
+    const initResult = await cmdInitWorkspace(process.cwd(), input.initWorkspaceName);
+    if (!initResult.ok) {
+      setupLog("T7QC4HWP", `init workspace failed: ${initResult.error}`);
+      return err(initResult.error);
+    }
+    initWorkspaceRootPath = initResult.value.rootPath;
+  }
+
+  return ok({
+    registryPath,
+    provider: input.provider,
+    defaultModel: input.defaultModel,
+    maxDepth: nextConfig.maxDepth,
+    supervisorInterval: nextConfig.supervisorInterval,
+    initWorkspaceRootPath,
+  });
+}
+
+export function printSetupSummary(result: CmdSetupSuccess): void {
+  printCliLine(`wrote registry: ${result.registryPath}`);
+  printCliLine(`provider "${result.provider}" (baseUrl + apiKey updated)`);
+  printCliLine(`config.models.default = "${result.defaultModel}"`);
+  printCliLine(`maxDepth=${result.maxDepth}, supervisorInterval=${result.supervisorInterval}`);
+  if (result.initWorkspaceRootPath !== null) {
+    printCliLine(`initialized workflow workspace at ${result.initWorkspaceRootPath}`);
+  }
+}

packages/cli-workflow/src/commands/setup/types.ts

@@ -0,0 +1,23 @@
+/** Parsed non-interactive `setup` CLI arguments (all fields required for agent mode). */
+export type SetupCliArgs = {
+  provider: string;
+  baseUrl: string;
+  apiKey: string;
+  defaultModel: string;
+  initWorkspaceName: string | null;
+};
+
+export type PresetProvider = {
+  name: string;
+  label: string;
+  baseUrl: string;
+};
+
+export type CmdSetupSuccess = {
+  registryPath: string;
+  provider: string;
+  defaultModel: string;
+  maxDepth: number;
+  supervisorInterval: number;
+  initWorkspaceRootPath: string | null;
+};

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

@@ -26,12 +26,7 @@ export async function dispatchRun(storageRoot: string, argv: string[]): Promise<
     return 1;
   }
 
-  const result = await cmdRun(
-    storageRoot,
-    parsed.value.name,
-    parsed.value.prompt,
-    parsed.value.maxRounds,
-  );
+  const result = await cmdRun(storageRoot, parsed.value.name, parsed.value.prompt);
   if (!result.ok) {
     printCliError(result.error);
     return 1;
@@ -166,7 +161,7 @@ export async function dispatchFork(storageRoot: string, argv: string[]): Promise
 export const THREAD_SUBCOMMAND_TABLE: Record<string, CommandEntry> = {
   run: {
     handler: dispatchRun,
-    args: "<name> [--prompt <text>] [--max-rounds N]",
+    args: "<name> [--prompt <text>]",
     description: "Start a new thread executing a workflow",
   },
   list: {

packages/cli-workflow/src/commands/thread/run.ts

@@ -10,7 +10,6 @@ export async function cmdRun(
   storageRoot: string,
   name: string,
   prompt: string,
-  maxRounds: number,
 ): Promise<Result<{ threadId: string }, string>> {
   const nameOk = validateCliWorkflowName(name);
   if (!nameOk.ok) {
@@ -41,7 +40,7 @@ export async function cmdRun(
       threadId,
       workflowName: name,
       prompt,
-      options: { maxRounds, depth: 0 },
+      options: { depth: 0 },
     },
     { awaitResponseLine: false },
   );

packages/cli-workflow/src/commands/thread/show.ts

@@ -1,4 +1,4 @@
-import { createCasStore } from "@uncaged/workflow-cas";
+import { createCasStore, getContentMerklePayload, parseCasThreadNode } from "@uncaged/workflow-cas";
 import { FORK_BRANCH_ROLE, walkStateFramesNewestFirst } from "@uncaged/workflow-execute";
 import { err, ok, type Result } from "@uncaged/workflow-protocol";
 import { END } from "@uncaged/workflow-runtime";
@@ -6,6 +6,21 @@ import { getGlobalCasDir } from "@uncaged/workflow-util";
 
 import { resolveThreadRecord } from "../../thread-scan.js";
 
+async function readParentStateFromStartNode(
+  cas: { get(hash: string): Promise<string | null> },
+  startHash: string,
+): Promise<string | null> {
+  const yamlText = await cas.get(startHash);
+  if (yamlText === null) {
+    return null;
+  }
+  const parsed = parseCasThreadNode(yamlText);
+  if (parsed === null || parsed.kind !== "start") {
+    return null;
+  }
+  return parsed.node.payload.parentState;
+}
+
 export async function cmdThreadShow(
   storageRoot: string,
   threadId: string,
@@ -19,15 +34,29 @@ export async function cmdThreadShow(
   const frames = await walkStateFramesNewestFirst(cas, resolved.head);
   const chronological = [...frames].reverse();
 
-  const steps: Array<{ role: string; hash: string; timestamp: number }> = [];
+  const parentState = await readParentStateFromStartNode(cas, resolved.start);
+
+  const steps: Array<{
+    role: string;
+    hash: string;
+    timestamp: number;
+    content: string;
+    childThread: string | null;
+  }> = [];
   for (const fr of chronological) {
     if (fr.payload.role === END || fr.payload.role === FORK_BRANCH_ROLE) {
       continue;
     }
+    const payloadText = await getContentMerklePayload(cas, fr.payload.content);
     steps.push({
       role: fr.payload.role,
       hash: fr.hash,
       timestamp: fr.payload.timestamp,
+      content:
+        payloadText !== null
+          ? payloadText
+          : `(content not in CAS; contentHash=${fr.payload.content})`,
+      childThread: fr.payload.childThread,
     });
   }
 
@@ -36,6 +65,7 @@ export async function cmdThreadShow(
     bundleHash: resolved.bundleHash,
     head: resolved.head,
     start: resolved.start,
+    parentState,
     source: resolved.source,
     steps,
   };

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

@@ -3,12 +3,12 @@ import { err, ok, type Result } from "@uncaged/workflow-protocol";
 export type ParsedRunArgv = {
   name: string;
   prompt: string;
-  maxRounds: number;
 };
 
-type FlagOk = { kind: "prompt"; value: string } | { kind: "max-rounds"; value: number };
-
-function parseFlagAt(argv: string[], index: number): Result<FlagOk, string> | null {
+function parseFlagAt(
+  argv: string[],
+  index: number,
+): Result<{ kind: "prompt"; value: string }, string> | null {
   const flag = argv[index];
   if (flag === "--prompt") {
     const value = argv[index + 1];
@@ -17,24 +17,12 @@ function parseFlagAt(argv: string[], index: number): Result<FlagOk, string> | nu
     }
     return ok({ kind: "prompt", value });
   }
-  if (flag === "--max-rounds") {
-    const value = argv[index + 1];
-    if (value === undefined) {
-      return err("missing value for --max-rounds");
-    }
-    const n = Number(value);
-    if (!Number.isFinite(n) || !Number.isInteger(n) || n < 0) {
-      return err("--max-rounds must be a non-negative integer");
-    }
-    return ok({ kind: "max-rounds", value: n });
-  }
   return null;
 }
 
 export function parseRunArgv(argv: string[]): Result<ParsedRunArgv, string> {
   let name: string | undefined;
   let prompt = "";
-  let maxRounds = 5;
 
   let i = 0;
   const first = argv[0];
@@ -54,12 +42,7 @@ export function parseRunArgv(argv: string[]): Result<ParsedRunArgv, string> {
     }
 
     const flag = parsed.value;
-    if (flag.kind === "prompt") {
-      prompt = flag.value;
-      i += 2;
-      continue;
-    }
-    maxRounds = flag.value;
+    prompt = flag.value;
     i += 2;
   }
 
@@ -67,5 +50,5 @@ export function parseRunArgv(argv: string[]): Result<ParsedRunArgv, string> {
     return err("run requires <name>");
   }
 
-  return ok({ name, prompt, maxRounds });
+  return ok({ name, prompt });
 }

packages/cli-workflow/src/skill.ts

@@ -54,8 +54,9 @@ function formatSkillCli(): string {
   const commandSections: string[] = [];
   for (const group of groups) {
     const rows = group.commands.map((cmd) => {
+      const namePart = cmd.name === "" ? "" : ` ${cmd.name}`;
       const args = cmd.args ? `\`${cmd.args}\`` : "(none)";
-      return `| \`${group.name} ${cmd.name}\` | ${args} | ${cmd.description} |`;
+      return `| \`${group.name}${namePart}\` | ${args} | ${cmd.description} |`;
     });
     commandSections.push(
       `### ${group.name}\n\n| Command | Args | Description |\n|---------|------|-------------|\n${rows.join("\n")}`,
@@ -70,8 +71,8 @@ function formatSkillCli(): string {
 |---------|-------------|
 | **Workflow** | A single-file ESM bundle (\`.esm.js\`) that exports \`run\` and \`descriptor\`. Identified by name and XXH64 hash. |
 | **Bundle** | The physical \`.esm.js\` file stored in the bundles directory. Immutable once written. |
-| **Thread** | A single execution of a workflow, identified by a ULID. Persists state as JSONL files. |
-| **CAS** | Content-Addressable Storage. Per-thread key-value store keyed by content hash. |
+| **Thread** | A single execution of a workflow, identified by a ULID. CAS state chain; \`threads.json\` for active; \`history/*.jsonl\` when done; \`.info.jsonl\` for debug logs. |
+| **CAS** | Global content-addressable blob store (\`cas/\`), keyed by hash. |
 | **Registry** | \`workflow.yaml\` — maps workflow names to their current and historical bundle hashes. |
 
 ## Commands
@@ -85,6 +86,12 @@ ${commandSections.join("\n\n")}
 | \`run\` | \`thread run\` | Shortcut to start a thread |
 | \`live\` | \`thread live\` | Shortcut to attach to a thread |
 
+### serve
+
+| Command | Args | Description |
+|---------|------|-------------|
+| \`serve\` | \`[--port N] [--host ADDR] [--name NAME]\` | Start HTTP API server with auto-tunnel. \`--name\` registers with the gateway. |
+
 ## Typical Workflow
 
 1. \`uncaged-workflow workflow add my-wf ./my-wf.esm.js\` — register a workflow
@@ -92,6 +99,15 @@ ${commandSections.join("\n\n")}
 3. \`uncaged-workflow live --latest\` — attach and watch output
 4. \`uncaged-workflow thread show <thread-id>\` — inspect completed thread
 
+## Thread Status
+
+| Status | Meaning |
+|--------|---------|
+| \`running\` | Worker process is alive (\`.running\` marker + live PID) |
+| \`active\` | In \`threads.json\` but not currently running (paused or waiting) |
+| \`completed\` | Finished with \`returnCode === 0\` (has \`__end__\` frame in CAS) |
+| \`failed\` | Finished with non-zero return code, or worker crashed (dead PID / no ctl) |
+
 ## Exit Codes
 
 | Code | Meaning |
@@ -103,7 +119,9 @@ ${commandSections.join("\n\n")}
 
 | Variable | Description |
 |----------|-------------|
-| \`UNCAGED_WORKFLOW_STORAGE_ROOT\` | Override the default storage directory for all workflow data |
+| \`WORKFLOW_STORAGE_ROOT\` | Override the default storage directory for all workflow data |
+| \`UNCAGED_WORKFLOW_STORAGE_ROOT\` | Same as above (takes priority) |
+| \`WORKFLOW_LLM_API_KEY\` | API key for LLM calls during workflow execution |
 `;
 }
 
@@ -172,25 +190,28 @@ export const run: WorkflowRun;
 
 ## WorkflowDescriptor
 
-Defines the workflow's metadata and role sequence:
+Serialized metadata for the registry (per-role JSON Schema plus a static routing graph):
 
 \`\`\`typescript
 type WorkflowDescriptor = {
-  name: string;           // verb-first kebab-case, e.g. "solve-issue"
-  description: string;    // one-line summary
-  roles: string[];        // ordered role names, e.g. ["planner", "coder", "reviewer"]
+  description: string;
+  roles: Record<string, { description: string; schema: unknown /* JSON Schema */ }>;
+  graph: {
+    edges: Array<{
+      from: string;
+      to: string;
+      condition: string;
+      conditionDescription: string | null;
+    }>;
+  };
 };
 \`\`\`
 
 ## WorkflowRun
 
-The main function that creates and returns a moderator:
+Async generator from \`createWorkflow(definition, binding)\` (**@uncaged/workflow-runtime**) — yields each role output until the workflow completes.
 
-\`\`\`typescript
-type WorkflowRun = (ctx: WorkflowContext) => Moderator;
-\`\`\`
-
-The **Moderator** controls the flow — it decides which role runs next, handles retries, and determines when the workflow is complete.
+The **ModeratorTable** on **WorkflowDefinition** is declarative routing (from each role and \`START\` to the next role or \`END\`); the engine evaluates conditions at runtime.
 
 ## Role Definition
 
@@ -200,7 +221,6 @@ Each role has:
 |-------|------|---------|
 | \`description\` | string | What the role does |
 | \`systemPrompt\` | string | System prompt for the agent |
-| \`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 |
 
@@ -210,7 +230,7 @@ Each role has:
 # 1. Initialize a workspace
 uncaged-workflow init workspace my-workflow
 
-# 2. Write your template (roles + moderator + descriptor)
+# 2. Write your template (roles + ModeratorTable + descriptor)
 
 # 3. Build the ESM bundle
 bun run build

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

@@ -5,10 +5,13 @@ import {
   readThreadsIndex,
   type ThreadHistoryEntry,
   type ThreadIndex,
+  walkStateFramesNewestFirst,
 } from "@uncaged/workflow-execute";
+import { END } from "@uncaged/workflow-runtime";
 import { getGlobalCasDir } from "@uncaged/workflow-util";
 
 import { pathExists, readTextFileIfExists } from "./fs-utils.js";
+import { readWorkerCtl } from "./worker-spawn.js";
 
 async function readWorkflowNameFromStartHash(
   storageRoot: string,
@@ -94,6 +97,12 @@ export type HistoricalThreadRow = {
   threadId: string;
   hash: string;
   workflowName: string | null;
+  /** Active entry from `threads.json` vs completed line from `history/*.jsonl`. */
+  source: "active" | "history";
+  /** `updatedAt` for active threads; `completedAt` for history (ms since epoch). */
+  activityTs: number;
+  /** Current CAS head (`threads.json` / history row). */
+  head: string;
 };
 
 export type ResolvedThreadRecord = {
@@ -168,6 +177,95 @@ export async function resolveThreadRecord(
   return null;
 }
 
+export type ThreadHeadTerminal =
+  | { kind: "non-terminal" }
+  | { kind: "terminal"; returnCode: number };
+
+/** True when the newest frame at `headHash` is `__end__` (workflow finished in CAS). */
+export async function readThreadTerminalFromHead(
+  storageRoot: string,
+  headHash: string,
+): Promise<ThreadHeadTerminal> {
+  const cas = createCasStore(getGlobalCasDir(storageRoot));
+  const frames = await walkStateFramesNewestFirst(cas, headHash);
+  const newest = frames[0];
+  if (newest === undefined) {
+    return { kind: "non-terminal" };
+  }
+  if (newest.payload.role !== END) {
+    return { kind: "non-terminal" };
+  }
+  const rc = newest.payload.meta.returnCode;
+  if (typeof rc !== "number") {
+    return { kind: "terminal", returnCode: 1 };
+  }
+  return { kind: "terminal", returnCode: rc };
+}
+
+export type ThreadListStatus = "running" | "active" | "completed" | "failed";
+
+/** Combines `.running` marker with CAS head: stale markers do not imply `running`. */
+export async function resolveThreadListStatus(
+  storageRoot: string,
+  row: HistoricalThreadRow,
+  runningMarkerPresent: boolean,
+): Promise<ThreadListStatus> {
+  const terminal = await readThreadTerminalFromHead(storageRoot, row.head);
+  if (terminal.kind === "terminal") {
+    return terminal.returnCode !== 0 ? "failed" : "completed";
+  }
+  if (row.source === "history") {
+    return "completed";
+  }
+  if (runningMarkerPresent) {
+    const ctlResult = await readWorkerCtl(storageRoot, row.hash);
+    if (ctlResult.ok) {
+      try {
+        process.kill(ctlResult.value.pid, 0);
+        return "running";
+      } catch {
+        // Worker PID is dead but .running marker remains — crashed thread
+        return "failed";
+      }
+    }
+    return "running";
+  }
+  // No .running marker + no __end__ + source "active" → check if worker is dead (crashed)
+  const ctlResult = await readWorkerCtl(storageRoot, row.hash);
+  if (!ctlResult.ok) {
+    // No ctl file means worker never registered or was already cleaned up — dead thread
+    return "failed";
+  }
+  try {
+    process.kill(ctlResult.value.pid, 0);
+  } catch {
+    // Worker PID is dead, thread never finished — crashed
+    return "failed";
+  }
+  return "active";
+}
+
+async function appendRunningThreadRowIfLive(
+  storageRoot: string,
+  hash: string,
+  threadId: string,
+  out: RunningThreadRow[],
+): Promise<void> {
+  const resolved = await resolveThreadRecord(storageRoot, threadId);
+  if (resolved !== null && resolved.bundleHash !== hash) {
+    return;
+  }
+  if (resolved !== null) {
+    const terminal = await readThreadTerminalFromHead(storageRoot, resolved.head);
+    if (terminal.kind === "terminal") {
+      return;
+    }
+  }
+  const workflowName =
+    resolved !== null ? await readWorkflowNameFromStartHash(storageRoot, resolved.start) : null;
+  out.push({ threadId, hash, workflowName });
+}
+
 /** Threads currently executing — identified via `<threadId>.running` markers. */
 export async function listRunningThreads(storageRoot: string): Promise<RunningThreadRow[]> {
   const logsRoot = join(storageRoot, "logs");
@@ -192,10 +290,7 @@ export async function listRunningThreads(storageRoot: string): Promise<RunningTh
         continue;
       }
       const threadId = fileName.slice(0, -".running".length);
-      const resolved = await resolveThreadRecord(storageRoot, threadId);
-      const workflowName =
-        resolved !== null ? await readWorkflowNameFromStartHash(storageRoot, resolved.start) : null;
-      out.push({ threadId, hash, workflowName });
+      await appendRunningThreadRowIfLive(storageRoot, hash, threadId, out);
     }
   }
 
@@ -243,7 +338,14 @@ export async function listHistoricalThreads(
       if (workflowNameFilter !== null && workflowName !== workflowNameFilter) {
         continue;
       }
-      out.push({ threadId, hash: bundleHash, workflowName });
+      out.push({
+        threadId,
+        hash: bundleHash,
+        workflowName,
+        source: "active",
+        activityTs: entry.updatedAt,
+        head: entry.head,
+      });
     }
 
     const histDir = join(bundleDir, "history");
@@ -271,7 +373,14 @@ export async function listHistoricalThreads(
         if (workflowNameFilter !== null && workflowName !== workflowNameFilter) {
           continue;
         }
-        out.push({ threadId: e.threadId, hash: bundleHash, workflowName });
+        out.push({
+          threadId: e.threadId,
+          hash: bundleHash,
+          workflowName,
+          source: "history",
+          activityTs: e.completedAt,
+          head: e.head,
+        });
       }
     }
   }

packages/cli-workflow/src/worker-spawn.ts

@@ -6,6 +6,7 @@ import { getWorkerHostScriptPath } from "@uncaged/workflow-execute";
 import { err, ok, type Result } from "@uncaged/workflow-protocol";
 
 import { pathExists, readTextFileIfExists } from "./fs-utils.js";
+import { readThreadTerminalFromHead, resolveThreadRecord } from "./thread-scan.js";
 
 export type WorkerCtl = {
   pid: number;
@@ -269,7 +270,25 @@ export async function resolveRunningHashForThread(
   if (!(await pathExists(logsRoot))) {
     return err(`thread not running (no logs dir): ${threadId}`);
   }
-  const hashes = await readdir(logsRoot);
+  const resolved = await resolveThreadRecord(storageRoot, threadId);
+  if (resolved !== null) {
+    const runningPath = join(logsRoot, resolved.bundleHash, `${threadId}.running`);
+    if (!(await pathExists(runningPath))) {
+      return err(`thread not running: ${threadId}`);
+    }
+    const terminal = await readThreadTerminalFromHead(storageRoot, resolved.head);
+    if (terminal.kind === "terminal") {
+      return err(`thread not running: ${threadId}`);
+    }
+    return ok(resolved.bundleHash);
+  }
+
+  let hashes: string[];
+  try {
+    hashes = await readdir(logsRoot);
+  } catch {
+    return err(`thread not running: ${threadId}`);
+  }
   for (const hash of hashes) {
     const runningPath = join(logsRoot, hash, `${threadId}.running`);
     if (await pathExists(runningPath)) {

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

@@ -1,67 +1,125 @@
 import { describe, expect, test } from "bun:test";
-import type { ExtractContext, ExtractFn } from "@uncaged/workflow-runtime";
-import type * as z from "zod/v4";
 import { createCursorAgent, validateCursorAgentConfig } from "../src/index.js";
 
-const testExtract: ExtractFn = async <T extends Record<string, unknown>>(
-  _schema: z.ZodType<T>,
-  _prompt: string,
-  _ctx: ExtractContext,
-): Promise<{ meta: T; contentPayload: string; refs: string[] }> => ({
-  meta: { workspace: "/tmp" } as unknown as T,
-  contentPayload: "",
-  refs: [],
-});
-
 describe("validateCursorAgentConfig", () => {
-  test("accepts valid config", () => {
+  test("accepts valid config with explicit workspace", () => {
     const r = validateCursorAgentConfig({
+      command: "/usr/local/bin/cursor-agent",
       model: null,
       timeout: 0,
-      extract: testExtract,
+      workspace: "/tmp/test-project",
+      llmProvider: null,
     });
     expect(r.ok).toBe(true);
   });
 
-  test("rejects non-function extract", () => {
+  test("accepts valid config with null workspace and llmProvider", () => {
     const r = validateCursorAgentConfig({
+      command: "/usr/local/bin/cursor-agent",
       model: null,
       timeout: 0,
-      extract: null as unknown as ExtractFn,
+      workspace: null,
+      llmProvider: { baseUrl: "http://localhost", apiKey: "test", model: "test" },
+    });
+    expect(r.ok).toBe(true);
+  });
+
+  test("rejects non-absolute command", () => {
+    const r = validateCursorAgentConfig({
+      command: "cursor-agent",
+      model: null,
+      timeout: 0,
+      workspace: "/tmp/test-project",
+      llmProvider: null,
     });
     expect(r.ok).toBe(false);
     if (!r.ok) {
-      expect(r.error).toContain("extract");
+      expect(r.error).toContain("absolute path");
+    }
+  });
+
+  test("rejects empty workspace string", () => {
+    const r = validateCursorAgentConfig({
+      command: "/usr/local/bin/cursor-agent",
+      model: null,
+      timeout: 0,
+      workspace: "",
+      llmProvider: null,
+    });
+    expect(r.ok).toBe(false);
+    if (!r.ok) {
+      expect(r.error).toContain("workspace");
+    }
+  });
+
+  test("rejects null workspace without llmProvider", () => {
+    const r = validateCursorAgentConfig({
+      command: "/usr/local/bin/cursor-agent",
+      model: null,
+      timeout: 0,
+      workspace: null,
+      llmProvider: null,
+    });
+    expect(r.ok).toBe(false);
+    if (!r.ok) {
+      expect(r.error).toContain("llmProvider");
     }
   });
 
   test("rejects negative timeout", () => {
     const r = validateCursorAgentConfig({
+      command: "/usr/local/bin/cursor-agent",
       model: null,
       timeout: -1,
-      extract: testExtract,
+      workspace: "/tmp/test-project",
+      llmProvider: null,
     });
     expect(r.ok).toBe(false);
   });
 });
 
 describe("createCursorAgent", () => {
-  test("returns an AgentFn", () => {
+  test("returns an AgentFn with explicit workspace", () => {
     const agent = createCursorAgent({
+      command: "/usr/local/bin/cursor-agent",
       model: null,
       timeout: 0,
-      extract: testExtract,
+      workspace: "/tmp/test-project",
+      llmProvider: null,
     });
     expect(typeof agent).toBe("function");
   });
 
-  test("throws on invalid config at construction", () => {
-    expect(() =>
-      createCursorAgent({
-        model: null,
-        timeout: -1,
-        extract: testExtract,
-      }),
-    ).toThrow();
+  test("returns an AgentFn with null workspace and llmProvider", () => {
+    const agent = createCursorAgent({
+      command: "/usr/local/bin/cursor-agent",
+      model: null,
+      timeout: 0,
+      workspace: null,
+      llmProvider: { baseUrl: "http://localhost", apiKey: "test", model: "test" },
+    });
+    expect(typeof agent).toBe("function");
+  });
+
+  test("defers validation to call time (invalid config does not throw at construction)", () => {
+    const agent = createCursorAgent({
+      command: "/usr/local/bin/cursor-agent",
+      model: null,
+      timeout: -1,
+      workspace: "/tmp/test-project",
+      llmProvider: null,
+    });
+    expect(typeof agent).toBe("function");
+  });
+
+  test("defers validation — null workspace without llmProvider does not throw at construction", () => {
+    const agent = createCursorAgent({
+      command: "/usr/local/bin/cursor-agent",
+      model: null,
+      timeout: 0,
+      workspace: null,
+      llmProvider: null,
+    });
+    expect(typeof agent).toBe("function");
   });
 });

packages/workflow-agent-cursor/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@uncaged/workflow-agent-cursor",
-  "version": "0.2.0",
+  "version": "0.3.11",
   "type": "module",
   "main": "src/index.ts",
   "types": "src/index.ts",
@@ -8,7 +8,10 @@
     "test": "bun test"
   },
   "dependencies": {
+    "@uncaged/workflow-protocol": "workspace:*",
+    "@uncaged/workflow-reactor": "workspace:*",
     "@uncaged/workflow-runtime": "workspace:*",
+    "@uncaged/workflow-util": "workspace:*",
     "@uncaged/workflow-util-agent": "workspace:*",
     "zod": "^4.0.0"
   }

packages/workflow-agent-cursor/pnpm-lock.yaml

@@ -0,0 +1,28 @@
+lockfileVersion: '9.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+importers:
+
+  .:
+    dependencies:
+      '@uncaged/workflow-runtime':
+        specifier: workspace:*
+        version: link:../workflow-runtime
+      '@uncaged/workflow-util-agent':
+        specifier: workspace:*
+        version: link:../workflow-util-agent
+      zod:
+        specifier: ^4.0.0
+        version: 4.4.3
+
+packages:
+
+  zod@4.4.3:
+    resolution: {integrity: sha512-ytENFjIJFl2UwYglde2jchW2Hwm4GJFLDiSXWdTrJQBIN9Fcyp7n4DhxJEiWNAJMV1/BqWfW/kkg71UDcHJyTQ==}
+
+snapshots:
+
+  zod@4.4.3: {}

packages/workflow-agent-cursor/src/extract-workspace.ts

@@ -0,0 +1,73 @@
+import type { AgentContext, LlmProvider } from "@uncaged/workflow-protocol";
+import { createLlmFn, createThreadReactor } from "@uncaged/workflow-reactor";
+import type { LogFn } from "@uncaged/workflow-util";
+import * as z from "zod/v4";
+
+const workspaceSchema = z.object({
+  workspace: z.string().describe("Absolute filesystem path of the project workspace"),
+});
+
+const EXTRACT_SYSTEM_FN = (_toolName: string) =>
+  `You are a workspace-path extractor. Given a workflow agent context (task description and previous step outputs), identify the absolute filesystem path of the project workspace where code changes should be made. Call the tool with the absolute path.`;
+
+function buildExtractionInput(ctx: AgentContext): string {
+  const lines: string[] = [];
+  lines.push("## Task");
+  lines.push(ctx.start.content);
+
+  for (const step of ctx.steps) {
+    lines.push("");
+    lines.push(`## Step: ${step.role}`);
+    lines.push(`Meta: ${JSON.stringify(step.meta)}`);
+  }
+
+  return lines.join("\n");
+}
+
+export async function extractWorkspacePath(
+  ctx: AgentContext,
+  provider: LlmProvider,
+  logger: LogFn,
+): Promise<string | null> {
+  const reactor = createThreadReactor<null>({
+    llm: createLlmFn(provider),
+    maxRounds: 2,
+    staticTools: [],
+    structuredToolFromSchema: (schema) => {
+      const jsonSchema = z.toJSONSchema(schema);
+      return {
+        name: "set_workspace",
+        tool: {
+          type: "function" as const,
+          function: {
+            name: "set_workspace",
+            description: "Set the extracted workspace path",
+            parameters: jsonSchema as Record<string, unknown>,
+          },
+        },
+      };
+    },
+    systemPromptForStructuredTool: EXTRACT_SYSTEM_FN,
+    toolHandler: async () => "unknown tool",
+  });
+
+  const result = await reactor({
+    thread: null,
+    input: buildExtractionInput(ctx),
+    schema: workspaceSchema,
+  });
+
+  if (!result.ok) {
+    logger("W8KN3QYT", `workspace extraction failed: ${result.error}`);
+    return null;
+  }
+
+  const workspace = result.value.workspace.trim();
+  if (!workspace.startsWith("/")) {
+    logger("H4PM7RXV", `workspace extraction returned non-absolute path: ${workspace}`);
+    return null;
+  }
+
+  logger("V3KM8QWP", `extracted workspace: ${workspace}`);
+  return workspace;
+}

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

@@ -1,19 +1,14 @@
-import type { AgentFn, ExtractContext } from "@uncaged/workflow-runtime";
+import type { AgentFn } from "@uncaged/workflow-runtime";
+import { createLogger } from "@uncaged/workflow-util";
 import { buildAgentPrompt, type SpawnCliError, spawnCli } from "@uncaged/workflow-util-agent";
-import * as z from "zod/v4";
 
+import { extractWorkspacePath } from "./extract-workspace.js";
 import type { CursorAgentConfig } from "./types.js";
 import { validateCursorAgentConfig } from "./validate-config.js";
 
 export type { CursorAgentConfig } from "./types.js";
 export { validateCursorAgentConfig } from "./validate-config.js";
 
-const cursorWorkspaceSchema = z.object({
-  workspace: z
-    .string()
-    .describe("Absolute path to the project/repository directory the agent should work in"),
-});
-
 function throwCursorSpawnError(error: SpawnCliError): never {
   if (error.kind === "non_zero_exit") {
     throw new Error(
@@ -33,27 +28,36 @@ function resolveCursorModel(model: string | null): string {
   return model === null ? "auto" : model;
 }
 
-/** Runs `cursor-agent` with workspace from {@link CursorAgentConfig.extract} and prompt from context. */
+/** Runs `cursor-agent` with workspace from config or extracted from context via LLM. */
 export function createCursorAgent(config: CursorAgentConfig): AgentFn {
-  const validated = validateCursorAgentConfig(config);
-  if (!validated.ok) {
-    throw new Error(validated.error);
-  }
-
   const modelFlag = resolveCursorModel(config.model);
   const timeoutMs = config.timeout > 0 ? config.timeout : null;
+  const logger = createLogger({ sink: { kind: "stderr" } });
 
   return async (ctx) => {
-    const extractCtx: ExtractContext = {
-      ...ctx,
-      agentContent: "",
-    };
-    const extracted = await config.extract(
-      cursorWorkspaceSchema,
-      "From the thread context, determine the absolute filesystem path where the project/repository is located.",
-      extractCtx,
-    );
-    const { workspace } = extracted.meta;
+    const validated = validateCursorAgentConfig(config);
+    if (!validated.ok) {
+      throw new Error(validated.error);
+    }
+
+    let workspace: string;
+
+    if (config.workspace !== null) {
+      workspace = config.workspace;
+    } else {
+      if (config.llmProvider === null) {
+        throw new Error("cursor-agent: llmProvider is required when workspace is null");
+      }
+      const extracted = await extractWorkspacePath(ctx, config.llmProvider, logger);
+      if (extracted === null) {
+        throw new Error(
+          "cursor-agent: failed to extract workspace path from context. Provide an explicit workspace or ensure previous steps include a repoPath.",
+        );
+      }
+      workspace = extracted;
+    }
+
+    logger("R5HN3YKQ", `cursor-agent workspace: ${workspace}`);
     const fullPrompt = await buildAgentPrompt(ctx);
     const args = [
       "-p",
@@ -67,7 +71,7 @@ export function createCursorAgent(config: CursorAgentConfig): AgentFn {
       "--trust",
       "--force",
     ];
-    const run = await spawnCli("cursor-agent", args, {
+    const run = await spawnCli(config.command, args, {
       cwd: workspace,
       timeoutMs,
     });

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

@@ -1,7 +1,12 @@
-import type { ExtractFn } from "@uncaged/workflow-runtime";
+import type { LlmProvider } from "@uncaged/workflow-protocol";
 
 export type CursorAgentConfig = {
+  /** Absolute path to the cursor-agent CLI binary. */
+  command: string;
   model: string | null;
   timeout: number;
-  extract: ExtractFn;
+  /** Explicit workspace path. When `null`, the agent extracts workspace from AgentContext via a ReAct LLM call. */
+  workspace: string | null;
+  /** Required when `workspace` is `null` — LLM provider used for workspace extraction. */
+  llmProvider: LlmProvider | null;
 };

packages/workflow-agent-cursor/src/validate-config.ts

@@ -1,10 +1,18 @@
-import { err, ok, type Result } from "@uncaged/workflow-runtime";
+import { isAbsolute } from "node:path";
+
+import { err, ok, type Result } from "@uncaged/workflow-protocol";
 
 import type { CursorAgentConfig } from "./types.js";
 
 export function validateCursorAgentConfig(config: CursorAgentConfig): Result<void, string> {
-  if (typeof config.extract !== "function") {
-    return err("extract must be a function");
+  if (!isAbsolute(config.command)) {
+    return err("command must be an absolute path to the cursor-agent CLI binary");
+  }
+  if (config.workspace !== null && config.workspace.length === 0) {
+    return err("workspace must be a non-empty string (absolute path) or null for auto-detection");
+  }
+  if (config.workspace === null && config.llmProvider === null) {
+    return err("llmProvider is required when workspace is null (needed for workspace extraction)");
   }
   if (config.timeout < 0) {
     return err("timeout must be a non-negative number (milliseconds); use 0 for no limit");

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

@@ -4,14 +4,28 @@ import { createHermesAgent, validateHermesAgentConfig } from "../src/index.js";
 describe("validateHermesAgentConfig", () => {
   test("accepts valid config", () => {
     const r = validateHermesAgentConfig({
+      command: "/usr/local/bin/hermes",
       model: null,
       timeout: null,
     });
     expect(r.ok).toBe(true);
   });
 
+  test("rejects non-absolute command", () => {
+    const r = validateHermesAgentConfig({
+      command: "hermes",
+      model: null,
+      timeout: null,
+    });
+    expect(r.ok).toBe(false);
+    if (!r.ok) {
+      expect(r.error).toContain("absolute path");
+    }
+  });
+
   test("rejects negative timeout", () => {
     const r = validateHermesAgentConfig({
+      command: "/usr/local/bin/hermes",
       model: null,
       timeout: -5,
     });
@@ -23,10 +37,11 @@ describe("validateHermesAgentConfig", () => {
 });
 
 describe("createHermesAgent", () => {
-  test("returns an AgentFn", () => {
+  test("returns an AgentFn even with invalid config (validation deferred to call)", () => {
     const agent = createHermesAgent({
+      command: "/usr/local/bin/hermes",
       model: null,
-      timeout: null,
+      timeout: -5,
     });
     expect(typeof agent).toBe("function");
   });

packages/workflow-agent-hermes/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@uncaged/workflow-agent-hermes",
-  "version": "0.2.0",
+  "version": "0.3.11",
   "type": "module",
   "main": "src/index.ts",
   "types": "src/index.ts",

packages/workflow-agent-hermes/pnpm-lock.yaml

@@ -0,0 +1,16 @@
+lockfileVersion: '9.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+importers:
+
+  .:
+    dependencies:
+      '@uncaged/workflow-runtime':
+        specifier: workspace:*
+        version: link:../workflow-runtime
+      '@uncaged/workflow-util-agent':
+        specifier: workspace:*
+        version: link:../workflow-util-agent

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

@@ -26,14 +26,14 @@ function throwHermesSpawnError(error: SpawnCliError): never {
 
 /** Runs `hermes chat` non-interactively with the Nerve-style argv contract (`-q`, `--yolo`, `--quiet`). */
 export function createHermesAgent(config: HermesAgentConfig): AgentFn {
-  const validated = validateHermesAgentConfig(config);
-  if (!validated.ok) {
-    throw new Error(validated.error);
-  }
-
   const timeoutMs = config.timeout;
 
   return async (ctx) => {
+    const validated = validateHermesAgentConfig(config);
+    if (!validated.ok) {
+      throw new Error(validated.error);
+    }
+
     const fullPrompt = await buildAgentPrompt(ctx);
     const args = [
       "chat",
@@ -47,7 +47,7 @@ export function createHermesAgent(config: HermesAgentConfig): AgentFn {
     if (config.model !== null) {
       args.push("--model", config.model);
     }
-    const run = await spawnCli("hermes", args, {
+    const run = await spawnCli(config.command, args, {
       cwd: null,
       timeoutMs,
     });

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

@@ -1,4 +1,6 @@
 export type HermesAgentConfig = {
+  /** Absolute path to the hermes CLI binary. */
+  command: string;
   model: string | null;
   timeout: number | null;
 };

packages/workflow-agent-hermes/src/validate-config.ts

@@ -1,8 +1,13 @@
+import { isAbsolute } from "node:path";
+
 import { err, ok, type Result } from "@uncaged/workflow-runtime";
 
 import type { HermesAgentConfig } from "./types.js";
 
 export function validateHermesAgentConfig(config: HermesAgentConfig): Result<void, string> {
+  if (!isAbsolute(config.command)) {
+    return err("command must be an absolute path to the hermes CLI binary");
+  }
   if (config.timeout !== null && config.timeout < 0) {
     return err("timeout must be null or a non-negative number (milliseconds)");
   }

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

@@ -8,10 +8,12 @@ function makeCtx(userContent: string): AgentContext {
     start: {
       role: START,
       content: userContent,
-      meta: { maxRounds: 10 },
+      meta: {},
       timestamp: 1,
+      parentState: null,
     },
     depth: 0,
+    bundleHash: "TESTHASH00001",
     steps: [],
     threadId: "01TEST000000000000000000TR",
     currentRole: { name: "planner", systemPrompt: "system instructions" },

packages/workflow-agent-llm/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@uncaged/workflow-agent-llm",
-  "version": "0.2.0",
+  "version": "0.3.11",
   "type": "module",
   "main": "src/index.ts",
   "types": "src/index.ts",

packages/workflow-agent-llm/pnpm-lock.yaml

@@ -0,0 +1,13 @@
+lockfileVersion: '9.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+importers:
+
+  .:
+    dependencies:
+      '@uncaged/workflow-runtime':
+        specifier: workspace:*
+        version: link:../workflow-runtime

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

@@ -0,0 +1,208 @@
+import { describe, expect, test } from "bun:test";
+import type { LlmFn, ToolDefinition } from "@uncaged/workflow-reactor";
+import { ok } from "@uncaged/workflow-protocol";
+import { START, type ThreadContext, type WorkflowRuntime } from "@uncaged/workflow-protocol";
+import * as z from "zod/v4";
+
+import { createReactAdapter } from "../src/create-react-adapter.js";
+import type { ReactAdapterConfig } from "../src/types.js";
+
+// ── Helpers ─────────────────────────────────────────────────────────
+
+function makeThread(prompt: string): ThreadContext {
+  return {
+    threadId: "01TEST000000000000000000TR",
+    depth: 0,
+    bundleHash: "TESTHASH00001",
+    start: {
+      role: START,
+      content: prompt,
+      meta: {},
+      timestamp: Date.now(),
+      parentState: null,
+    },
+    steps: [],
+  };
+}
+
+const STUB_RUNTIME: WorkflowRuntime = {
+  cas: {
+    put: async (_content: string) => "STUBHASH",
+    get: async (_hash: string) => null,
+    delete: async (_hash: string) => {},
+    list: async () => [],
+  },
+  extract: async (_schema, _contentHash) => ({
+    meta: {},
+    contentPayload: "",
+    refs: [],
+  }),
+};
+
+const TEST_SCHEMA = z.object({
+  summary: z.string(),
+  score: z.number(),
+}).meta({ title: "resolve", description: "Submit the final result." });
+
+function makeChatResponse(content: string | null, toolCalls: unknown[] | null): string {
+  const message: Record<string, unknown> = { role: "assistant" };
+  if (content !== null) {
+    message.content = content;
+  }
+  if (toolCalls !== null) {
+    message.tool_calls = toolCalls;
+  }
+  return JSON.stringify({ choices: [{ message }] });
+}
+
+function makeToolCallResponse(name: string, args: Record<string, unknown>, id: string): string {
+  return makeChatResponse(null, [
+    {
+      id,
+      type: "function",
+      function: { name, arguments: JSON.stringify(args) },
+    },
+  ]);
+}
+
+// ── Tests ───────────────────────────────────────────────────────────
+
+describe("createReactAdapter", () => {
+  test("direct resolve: LLM immediately calls resolve tool with valid args", async () => {
+    const llm: LlmFn = async (_input) => {
+      return ok(makeToolCallResponse("resolve", { summary: "done", score: 42 }, "call_1"));
+    };
+
+    const config: ReactAdapterConfig = {
+      llm,
+      tools: [],
+      toolHandler: async () => "unused",
+      maxRounds: 5,
+    };
+
+    const adapter = createReactAdapter(config);
+    const roleFn = adapter("You are a test agent.", TEST_SCHEMA);
+    const result = await roleFn(makeThread("test task"), STUB_RUNTIME);
+
+    expect(result.meta).toEqual({ summary: "done", score: 42 });
+    expect(result.childThread).toBeNull();
+  });
+
+  test("tool call then resolve: LLM calls user tool first, then resolves", async () => {
+    let callCount = 0;
+    const llm: LlmFn = async (_input) => {
+      callCount += 1;
+      if (callCount === 1) {
+        return ok(makeToolCallResponse("search", { query: "test" }, "call_1"));
+      }
+      return ok(makeToolCallResponse("resolve", { summary: "found it", score: 99 }, "call_2"));
+    };
+
+    const searchTool: ToolDefinition = {
+      type: "function",
+      function: {
+        name: "search",
+        description: "Search for information",
+        parameters: {
+          type: "object",
+          properties: { query: { type: "string" } },
+          required: ["query"],
+        },
+      },
+    };
+
+    const toolResults: string[] = [];
+    const config: ReactAdapterConfig = {
+      llm,
+      tools: [searchTool],
+      toolHandler: async (name, args) => {
+        toolResults.push(`${name}:${args}`);
+        return "search result: found the answer";
+      },
+      maxRounds: 5,
+    };
+
+    const adapter = createReactAdapter(config);
+    const roleFn = adapter("You are a test agent.", TEST_SCHEMA);
+    const result = await roleFn(makeThread("test task"), STUB_RUNTIME);
+
+    expect(result.meta).toEqual({ summary: "found it", score: 99 });
+    expect(toolResults).toHaveLength(1);
+    expect(toolResults[0]).toContain("search:");
+  });
+
+  test("plain JSON response accepted", async () => {
+    const llm: LlmFn = async (_input) => {
+      return ok(makeChatResponse(JSON.stringify({ summary: "plain", score: 7 }), null));
+    };
+
+    const config: ReactAdapterConfig = {
+      llm,
+      tools: [],
+      toolHandler: async () => "unused",
+      maxRounds: 5,
+    };
+
+    const adapter = createReactAdapter(config);
+    const roleFn = adapter("You are a test agent.", TEST_SCHEMA);
+    const result = await roleFn(makeThread("test task"), STUB_RUNTIME);
+
+    expect(result.meta).toEqual({ summary: "plain", score: 7 });
+  });
+
+  test("schema validation failure + retry: invalid args then valid args", async () => {
+    let callCount = 0;
+    const llm: LlmFn = async (_input) => {
+      callCount += 1;
+      if (callCount === 1) {
+        // Invalid: score should be number, not string
+        return ok(makeToolCallResponse("resolve", { summary: "bad", score: "not-a-number" }, "call_1"));
+      }
+      return ok(makeToolCallResponse("resolve", { summary: "fixed", score: 10 }, "call_2"));
+    };
+
+    const config: ReactAdapterConfig = {
+      llm,
+      tools: [],
+      toolHandler: async () => "unused",
+      maxRounds: 5,
+    };
+
+    const adapter = createReactAdapter(config);
+    const roleFn = adapter("You are a test agent.", TEST_SCHEMA);
+    const result = await roleFn(makeThread("test task"), STUB_RUNTIME);
+
+    expect(result.meta).toEqual({ summary: "fixed", score: 10 });
+    expect(callCount).toBe(2);
+  });
+
+  test("max rounds exceeded: throws error", async () => {
+    const searchTool: ToolDefinition = {
+      type: "function",
+      function: {
+        name: "search",
+        description: "Search",
+        parameters: { type: "object", properties: {}, required: [] },
+      },
+    };
+
+    const llm: LlmFn = async (_input) => {
+      // Always call search, never resolve
+      return ok(makeToolCallResponse("search", {}, "call_n"));
+    };
+
+    const config: ReactAdapterConfig = {
+      llm,
+      tools: [searchTool],
+      toolHandler: async () => "still searching...",
+      maxRounds: 3,
+    };
+
+    const adapter = createReactAdapter(config);
+    const roleFn = adapter("You are a test agent.", TEST_SCHEMA);
+
+    await expect(roleFn(makeThread("test task"), STUB_RUNTIME)).rejects.toThrow(
+      "max_react_rounds_exceeded",
+    );
+  });
+});

packages/workflow-agent-react/__tests__/tools.test.ts

@@ -0,0 +1,101 @@
+import { describe, test, expect, afterAll } from "bun:test";
+import { readFileTool, writeFileTool, patchFileTool, shellExecTool } from "../src/tools/index.js";
+import { join } from "node:path";
+import { tmpdir } from "node:os";
+import { readFileSync, unlinkSync, mkdirSync } from "node:fs";
+import { randomBytes } from "node:crypto";
+
+const TMP_DIR = join(tmpdir(), `tools-test-${randomBytes(4).toString("hex")}`);
+mkdirSync(TMP_DIR, { recursive: true });
+
+const tmpFile = (name: string) => join(TMP_DIR, name);
+
+const cleanupFiles: string[] = [];
+
+afterAll(() => {
+  for (const f of cleanupFiles) {
+    try { unlinkSync(f); } catch { /* ignore */ }
+  }
+  try { unlinkSync(TMP_DIR); } catch { /* ignore */ }
+});
+
+describe("read_file", () => {
+  test("reads file with line numbers", async () => {
+    const p = tmpFile("read-test.txt");
+    cleanupFiles.push(p);
+    const content = "line1\nline2\nline3\n";
+    require("node:fs").writeFileSync(p, content);
+
+    const result = await readFileTool.handler(JSON.stringify({ path: p, offset: null, limit: null }));
+    expect(result).toContain("1|line1");
+    expect(result).toContain("2|line2");
+    expect(result).toContain("3|line3");
+  });
+
+  test("reads with offset and limit", async () => {
+    const p = tmpFile("read-test2.txt");
+    cleanupFiles.push(p);
+    require("node:fs").writeFileSync(p, "a\nb\nc\nd\ne\n");
+
+    const result = await readFileTool.handler(JSON.stringify({ path: p, offset: 2, limit: 2 }));
+    expect(result).toBe("2|b\n3|c");
+  });
+
+  test("returns error for missing file", async () => {
+    const result = await readFileTool.handler(JSON.stringify({ path: "/nonexistent/file.txt", offset: null, limit: null }));
+    expect(result).toContain("Error:");
+  });
+});
+
+describe("write_file", () => {
+  test("writes file and creates dirs", async () => {
+    const p = tmpFile("sub/write-test.txt");
+    cleanupFiles.push(p);
+
+    const result = await writeFileTool.handler(JSON.stringify({ path: p, content: "hello world" }));
+    expect(result).toContain("11 bytes");
+    expect(readFileSync(p, "utf-8")).toBe("hello world");
+  });
+});
+
+describe("patch_file", () => {
+  test("patches file content", async () => {
+    const p = tmpFile("patch-test.txt");
+    cleanupFiles.push(p);
+    require("node:fs").writeFileSync(p, "foo bar baz");
+
+    const result = await patchFileTool.handler(JSON.stringify({ path: p, old_string: "bar", new_string: "qux" }));
+    expect(result).toContain("Successfully");
+    expect(readFileSync(p, "utf-8")).toBe("foo qux baz");
+  });
+
+  test("errors on not found", async () => {
+    const p = tmpFile("patch-test2.txt");
+    cleanupFiles.push(p);
+    require("node:fs").writeFileSync(p, "foo");
+
+    const result = await patchFileTool.handler(JSON.stringify({ path: p, old_string: "xyz", new_string: "abc" }));
+    expect(result).toContain("not found");
+  });
+
+  test("errors on non-unique match", async () => {
+    const p = tmpFile("patch-test3.txt");
+    cleanupFiles.push(p);
+    require("node:fs").writeFileSync(p, "aaa bbb aaa");
+
+    const result = await patchFileTool.handler(JSON.stringify({ path: p, old_string: "aaa", new_string: "ccc" }));
+    expect(result).toContain("not unique");
+  });
+});
+
+describe("shell_exec", () => {
+  test("runs echo", async () => {
+    const result = await shellExecTool.handler(JSON.stringify({ command: "echo hello", timeout: null }));
+    expect(result.trim()).toBe("hello");
+  });
+
+  test("handles timeout", async () => {
+    const result = await shellExecTool.handler(JSON.stringify({ command: "sleep 10", timeout: 1 }));
+    expect(result).toContain("timed out");
+  });
+});

packages/workflow-agent-react/package.json

@@ -0,0 +1,27 @@
+{
+  "name": "@uncaged/workflow-agent-react",
+  "version": "0.3.11",
+  "type": "module",
+  "main": "src/index.ts",
+  "types": "src/index.ts",
+  "exports": {
+    ".": {
+      "types": "./src/index.ts",
+      "default": "./src/index.ts"
+    }
+  },
+  "scripts": {
+    "test": "bun test"
+  },
+  "dependencies": {
+    "@uncaged/workflow-protocol": "workspace:*",
+    "@uncaged/workflow-reactor": "workspace:*",
+    "@uncaged/workflow-util-agent": "workspace:*"
+  },
+  "devDependencies": {
+    "zod": "^4.0.0"
+  },
+  "peerDependencies": {
+    "zod": "^4.0.0"
+  }
+}

packages/workflow-agent-react/src/create-react-adapter.ts

@@ -0,0 +1,69 @@
+import type {
+  AdapterFn,
+  RoleResult,
+  ThreadContext,
+  WorkflowRuntime,
+} from "@uncaged/workflow-protocol";
+import { createThreadReactor } from "@uncaged/workflow-reactor";
+import { buildThreadInput } from "@uncaged/workflow-util-agent";
+import * as z from "zod/v4";
+
+import type { ReactAdapterConfig } from "./types.js";
+
+function stripJsonSchemaMeta(json: Record<string, unknown>): Record<string, unknown> {
+  const { $schema: _drop, ...rest } = json;
+  return rest;
+}
+
+function readToolName(parametersSchema: Record<string, unknown>): string {
+  const title = parametersSchema.title;
+  if (typeof title === "string" && title.trim().length > 0) {
+    return title.trim();
+  }
+  return "resolve";
+}
+
+function readToolDescription(parametersSchema: Record<string, unknown>): string {
+  const d = parametersSchema.description;
+  if (typeof d === "string" && d.trim().length > 0) {
+    return d.trim();
+  }
+  return "Submit the final structured result.";
+}
+
+export function createReactAdapter(config: ReactAdapterConfig): AdapterFn {
+  return <T>(prompt: string, schema: z.ZodType<T>) => {
+    const reactor = createThreadReactor<ThreadContext>({
+      llm: config.llm,
+      staticTools: config.tools,
+      structuredToolFromSchema: (s) => {
+        const rawJsonSchema = z.toJSONSchema(s) as Record<string, unknown>;
+        const parameters = stripJsonSchemaMeta(rawJsonSchema);
+        const name = readToolName(parameters);
+        return {
+          name,
+          tool: {
+            type: "function" as const,
+            function: {
+              name,
+              description: readToolDescription(parameters),
+              parameters,
+            },
+          },
+        };
+      },
+      systemPromptForStructuredTool: (_name) => prompt,
+      toolHandler: async (call, _thread) => {
+        return config.toolHandler(call.function.name, call.function.arguments);
+      },
+      maxRounds: config.maxRounds,
+    });
+
+    return async (ctx: ThreadContext, _runtime: WorkflowRuntime): Promise<RoleResult<T>> => {
+      const input = await buildThreadInput(ctx);
+      const result = await reactor({ thread: ctx, input, schema });
+      if (!result.ok) throw new Error(result.error);
+      return { meta: result.value, childThread: null };
+    };
+  };
+}

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

@@ -0,0 +1,4 @@
+export { createReactAdapter } from "./create-react-adapter.js";
+export type { ReactAdapterConfig, ReactToolHandler } from "./types.js";
+export { defaultTools, defaultToolHandler } from "./tools/index.js";
+export type { ToolEntry, ToolHandler } from "./tools/index.js";

packages/workflow-agent-react/src/tools/defaults.ts

@@ -0,0 +1,16 @@
+import type { ToolDefinition } from "@uncaged/workflow-reactor";
+import type { ToolEntry } from "./types.js";
+import { readFileTool } from "./read-file.js";
+import { writeFileTool } from "./write-file.js";
+import { patchFileTool } from "./patch-file.js";
+import { shellExecTool } from "./shell-exec.js";
+
+const ALL_TOOLS: ToolEntry[] = [readFileTool, writeFileTool, patchFileTool, shellExecTool];
+
+export const defaultTools: readonly ToolDefinition[] = ALL_TOOLS.map((t) => t.definition);
+
+export async function defaultToolHandler(name: string, args: string): Promise<string> {
+  const entry = ALL_TOOLS.find((t) => t.definition.function.name === name);
+  if (!entry) return `Unknown tool: ${name}`;
+  return entry.handler(args);
+}

packages/workflow-agent-react/src/tools/index.ts

@@ -0,0 +1,6 @@
+export { readFileTool } from "./read-file.js";
+export { writeFileTool } from "./write-file.js";
+export { patchFileTool } from "./patch-file.js";
+export { shellExecTool } from "./shell-exec.js";
+export { defaultTools, defaultToolHandler } from "./defaults.js";
+export type { ToolEntry, ToolHandler } from "./types.js";

packages/workflow-agent-react/src/tools/patch-file.ts

@@ -0,0 +1,40 @@
+import { readFile, writeFile } from "node:fs/promises";
+import type { ToolEntry } from "./types.js";
+
+export const patchFileTool: ToolEntry = {
+  definition: {
+    type: "function",
+    function: {
+      name: "patch_file",
+      description: "Find and replace a string in a file (first occurrence only).",
+      parameters: {
+        type: "object",
+        properties: {
+          path: { type: "string", description: "Path to the file" },
+          old_string: { type: "string", description: "Text to find" },
+          new_string: { type: "string", description: "Replacement text" },
+        },
+        required: ["path", "old_string", "new_string"],
+      },
+    },
+  },
+  handler: async (args: string): Promise<string> => {
+    try {
+      const parsed = JSON.parse(args) as { path: string; old_string: string; new_string: string };
+      const content = await readFile(parsed.path, "utf-8");
+      const firstIdx = content.indexOf(parsed.old_string);
+      if (firstIdx === -1) {
+        return `Error: old_string not found in ${parsed.path}`;
+      }
+      const secondIdx = content.indexOf(parsed.old_string, firstIdx + 1);
+      if (secondIdx !== -1) {
+        return `Error: old_string is not unique in ${parsed.path} (found multiple occurrences)`;
+      }
+      const updated = content.slice(0, firstIdx) + parsed.new_string + content.slice(firstIdx + parsed.old_string.length);
+      await writeFile(parsed.path, updated);
+      return `Successfully patched ${parsed.path}`;
+    } catch (err) {
+      return `Error: ${err instanceof Error ? err.message : String(err)}`;
+    }
+  },
+};

packages/workflow-agent-react/src/tools/read-file.ts

@@ -0,0 +1,35 @@
+import { readFile } from "node:fs/promises";
+import type { ToolEntry } from "./types.js";
+
+export const readFileTool: ToolEntry = {
+  definition: {
+    type: "function",
+    function: {
+      name: "read_file",
+      description: "Read a text file and return lines with line numbers.",
+      parameters: {
+        type: "object",
+        properties: {
+          path: { type: "string", description: "Path to the file to read" },
+          offset: { type: ["number", "null"], description: "Start line number (1-indexed, default: 1)" },
+          limit: { type: ["number", "null"], description: "Max lines to read (default: all)" },
+        },
+        required: ["path"],
+      },
+    },
+  },
+  handler: async (args: string): Promise<string> => {
+    try {
+      const parsed = JSON.parse(args) as { path: string; offset: number | null; limit: number | null };
+      const content = await readFile(parsed.path, "utf-8");
+      const allLines = content.split("\n");
+      const offset = parsed.offset ?? 1;
+      const start = Math.max(0, offset - 1);
+      const end = parsed.limit != null ? Math.min(allLines.length, start + parsed.limit) : allLines.length;
+      const lines = allLines.slice(start, end);
+      return lines.map((line, i) => `${start + i + 1}|${line}`).join("\n");
+    } catch (err) {
+      return `Error: ${err instanceof Error ? err.message : String(err)}`;
+    }
+  },
+};

packages/workflow-agent-react/src/tools/shell-exec.ts

@@ -0,0 +1,45 @@
+import { execSync } from "node:child_process";
+import type { ToolEntry } from "./types.js";
+
+const MAX_OUTPUT = 10000;
+
+export const shellExecTool: ToolEntry = {
+  definition: {
+    type: "function",
+    function: {
+      name: "shell_exec",
+      description: "Execute a shell command and return stdout + stderr.",
+      parameters: {
+        type: "object",
+        properties: {
+          command: { type: "string", description: "Shell command to run" },
+          timeout: { type: ["number", "null"], description: "Timeout in seconds (default: 30)" },
+        },
+        required: ["command"],
+      },
+    },
+  },
+  handler: async (args: string): Promise<string> => {
+    try {
+      const parsed = JSON.parse(args) as { command: string; timeout: number | null };
+      const timeoutMs = (parsed.timeout ?? 30) * 1000;
+      const output = execSync(parsed.command, {
+        encoding: "utf-8",
+        timeout: timeoutMs,
+        stdio: ["pipe", "pipe", "pipe"],
+        maxBuffer: MAX_OUTPUT * 2,
+      });
+      return output.length > MAX_OUTPUT ? `${output.slice(0, MAX_OUTPUT)}\n...(truncated)` : output;
+    } catch (err: unknown) {
+      if (err && typeof err === "object" && "status" in err && (err as { status: unknown }).status === null) {
+        return "Error: command timed out";
+      }
+      if (err && typeof err === "object" && "stderr" in err) {
+        const e = err as { stderr: string; stdout: string; status: number };
+        const combined = `${e.stdout ?? ""}${e.stderr ?? ""}`;
+        return combined.length > MAX_OUTPUT ? `${combined.slice(0, MAX_OUTPUT)}\n...(truncated)` : combined || `Error: command exited with status ${e.status}`;
+      }
+      return `Error: ${err instanceof Error ? err.message : String(err)}`;
+    }
+  },
+};

packages/workflow-agent-react/src/tools/types.ts

@@ -0,0 +1,8 @@
+import type { ToolDefinition } from "@uncaged/workflow-reactor";
+
+export type ToolHandler = (args: string) => Promise<string>;
+
+export type ToolEntry = {
+  definition: ToolDefinition;
+  handler: ToolHandler;
+};

packages/workflow-agent-react/src/tools/write-file.ts

@@ -0,0 +1,32 @@
+import { mkdir, writeFile } from "node:fs/promises";
+import { dirname } from "node:path";
+import type { ToolEntry } from "./types.js";
+
+export const writeFileTool: ToolEntry = {
+  definition: {
+    type: "function",
+    function: {
+      name: "write_file",
+      description: "Write content to a file, creating parent directories as needed.",
+      parameters: {
+        type: "object",
+        properties: {
+          path: { type: "string", description: "Path to write" },
+          content: { type: "string", description: "File content" },
+        },
+        required: ["path", "content"],
+      },
+    },
+  },
+  handler: async (args: string): Promise<string> => {
+    try {
+      const parsed = JSON.parse(args) as { path: string; content: string };
+      await mkdir(dirname(parsed.path), { recursive: true });
+      const buf = Buffer.from(parsed.content, "utf-8");
+      await writeFile(parsed.path, buf);
+      return `Successfully wrote ${buf.length} bytes to ${parsed.path}`;
+    } catch (err) {
+      return `Error: ${err instanceof Error ? err.message : String(err)}`;
+    }
+  },
+};

packages/workflow-agent-react/src/types.ts

@@ -0,0 +1,10 @@
+import type { LlmFn, ToolDefinition } from "@uncaged/workflow-reactor";
+
+export type ReactToolHandler = (name: string, args: string) => Promise<string>;
+
+export type ReactAdapterConfig = {
+  llm: LlmFn;
+  tools: readonly ToolDefinition[];
+  toolHandler: ReactToolHandler;
+  maxRounds: number;
+};

packages/workflow-agent-react/tsconfig.json

@@ -0,0 +1,14 @@
+{
+  "extends": "../../tsconfig.json",
+  "compilerOptions": {
+    "rootDir": "src",
+    "outDir": "dist",
+    "composite": true
+  },
+  "include": ["src/**/*.ts"],
+  "references": [
+    { "path": "../workflow-protocol" },
+    { "path": "../workflow-reactor" },
+    { "path": "../workflow-util-agent" }
+  ]
+}

packages/workflow-cas/__tests__/collect-refs.test.ts

@@ -14,6 +14,7 @@ function payload(
     ancestors: partial.ancestors ?? [],
     compact: partial.compact ?? null,
     timestamp: partial.timestamp ?? 0,
+    childThread: partial.childThread ?? null,
   };
 }
 
@@ -62,4 +63,32 @@ describe("collectRefs", () => {
     );
     expect(refs).toEqual(["S2", "C2"]);
   });
+
+  test("includes childThread hash when childThread is non-null", () => {
+    const refs = collectRefs(
+      payload({
+        role: "developer",
+        start: "S3",
+        content: "C3",
+        ancestors: ["A3"],
+        compact: null,
+        childThread: "CHILDEND000000000000001",
+      }),
+    );
+    expect(refs).toEqual(["S3", "C3", "A3", "CHILDEND000000000000001"]);
+  });
+
+  test("does not include childThread when childThread is null", () => {
+    const refs = collectRefs(
+      payload({
+        role: "developer",
+        start: "S4",
+        content: "C4",
+        ancestors: [],
+        compact: null,
+        childThread: null,
+      }),
+    );
+    expect(refs).toEqual(["S4", "C4"]);
+  });
 });

packages/workflow-cas/__tests__/nodes.test.ts

@@ -0,0 +1,161 @@
+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 { stringify } from "yaml";
+
+import { createCasStore } from "../src/cas.js";
+import { parseCasThreadNode, putStartNode, putStateNode } from "../src/nodes.js";
+
+describe("putStartNode — parentState in refs", () => {
+  let dir: string;
+
+  beforeEach(async () => {
+    dir = await mkdtemp(join(tmpdir(), "wf-cas-nodes-"));
+  });
+
+  afterEach(async () => {
+    await rm(dir, { recursive: true, force: true });
+  });
+
+  test("refs contains only promptHash when parentState is null", async () => {
+    const cas = createCasStore(join(dir, "cas"));
+    const promptHash = await cas.put("hello");
+    const startHash = await putStartNode(
+      cas,
+      { name: "demo", hash: "BUNDLEAAAAAAAAA", depth: 0, parentState: null },
+      promptHash,
+    );
+
+    const blob = await cas.get(startHash);
+    expect(blob).not.toBeNull();
+    const parsed = parseCasThreadNode(blob ?? "");
+    expect(parsed).not.toBeNull();
+    expect(parsed?.kind).toBe("start");
+    if (parsed?.kind !== "start") return;
+
+    expect(parsed.node.refs).toEqual([promptHash]);
+    expect(parsed.node.payload.parentState).toBeNull();
+  });
+
+  test("refs contains [promptHash, parentStateHash] when parentState is set", async () => {
+    const cas = createCasStore(join(dir, "cas"));
+    const parentStateHash = await cas.put("fake-parent-state");
+    const promptHash = await cas.put("child-prompt");
+    const startHash = await putStartNode(
+      cas,
+      { name: "develop", hash: "BUNDLEBBBBBBBBB", depth: 1, parentState: parentStateHash },
+      promptHash,
+    );
+
+    const blob = await cas.get(startHash);
+    expect(blob).not.toBeNull();
+    const parsed = parseCasThreadNode(blob ?? "");
+    expect(parsed).not.toBeNull();
+    expect(parsed?.kind).toBe("start");
+    if (parsed?.kind !== "start") return;
+
+    expect(parsed.node.refs).toEqual([promptHash, parentStateHash]);
+    expect(parsed.node.payload.parentState).toBe(parentStateHash);
+  });
+});
+
+describe("putStateNode — childThread in refs", () => {
+  let dir: string;
+
+  beforeEach(async () => {
+    dir = await mkdtemp(join(tmpdir(), "wf-cas-nodes-state-"));
+  });
+
+  afterEach(async () => {
+    await rm(dir, { recursive: true, force: true });
+  });
+
+  test("refs does not include childThread when childThread is null", async () => {
+    const cas = createCasStore(join(dir, "cas"));
+    const startHash = await cas.put("start");
+    const contentHash = await cas.put("content");
+    const stateHash = await putStateNode(cas, {
+      role: "planner",
+      meta: {},
+      start: startHash,
+      content: contentHash,
+      ancestors: [],
+      compact: null,
+      timestamp: 1000,
+      childThread: null,
+    });
+
+    const blob = await cas.get(stateHash);
+    expect(blob).not.toBeNull();
+    const parsed = parseCasThreadNode(blob ?? "");
+    expect(parsed?.kind).toBe("state");
+    if (parsed?.kind !== "state") return;
+
+    expect(parsed.node.refs).not.toContain("anything-else");
+    expect(parsed.node.refs).toEqual([startHash, contentHash]);
+    expect(parsed.node.payload.childThread).toBeNull();
+  });
+
+  test("refs includes childThread hash when childThread is set", async () => {
+    const cas = createCasStore(join(dir, "cas"));
+    const startHash = await cas.put("start");
+    const contentHash = await cas.put("content");
+    const childEndHash = await cas.put("child-end-state");
+    const stateHash = await putStateNode(cas, {
+      role: "developer",
+      meta: { pr: 42 },
+      start: startHash,
+      content: contentHash,
+      ancestors: [],
+      compact: null,
+      timestamp: 2000,
+      childThread: childEndHash,
+    });
+
+    const blob = await cas.get(stateHash);
+    expect(blob).not.toBeNull();
+    const parsed = parseCasThreadNode(blob ?? "");
+    expect(parsed?.kind).toBe("state");
+    if (parsed?.kind !== "state") return;
+
+    expect(parsed.node.refs).toContain(childEndHash);
+    expect(parsed.node.payload.childThread).toBe(childEndHash);
+  });
+});
+
+describe("parseCasThreadNode — legacy node compatibility", () => {
+  test("start node without parentState field defaults to null", () => {
+    const yaml = stringify({
+      type: "start",
+      payload: { name: "demo", hash: "BUNDLEAAAAAAAAA", depth: 0 },
+      refs: ["PROMPTHASH00001"],
+    });
+    const parsed = parseCasThreadNode(yaml);
+    expect(parsed).not.toBeNull();
+    expect(parsed?.kind).toBe("start");
+    if (parsed?.kind !== "start") return;
+    expect(parsed.node.payload.parentState).toBeNull();
+  });
+
+  test("state node without childThread field defaults to null", () => {
+    const yaml = stringify({
+      type: "state",
+      payload: {
+        role: "planner",
+        meta: {},
+        start: "STARTHASH00001",
+        content: "CONTENTHASH0001",
+        ancestors: [],
+        compact: null,
+        timestamp: 1000,
+      },
+      refs: ["STARTHASH00001", "CONTENTHASH0001"],
+    });
+    const parsed = parseCasThreadNode(yaml);
+    expect(parsed).not.toBeNull();
+    expect(parsed?.kind).toBe("state");
+    if (parsed?.kind !== "state") return;
+    expect(parsed.node.payload.childThread).toBeNull();
+  });
+});

packages/workflow-cas/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@uncaged/workflow-cas",
-  "version": "0.1.0",
+  "version": "0.3.11",
   "type": "module",
   "scripts": {
     "test": "bun test"

packages/workflow-cas/pnpm-lock.yaml

@@ -0,0 +1,75 @@
+lockfileVersion: '9.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+importers:
+
+  .:
+    dependencies:
+      '@uncaged/workflow-protocol':
+        specifier: workspace:*
+        version: link:../workflow-protocol
+      '@uncaged/workflow-util':
+        specifier: workspace:*
+        version: link:../workflow-util
+      xxhashjs:
+        specifier: ^0.2.2
+        version: 0.2.2
+      yaml:
+        specifier: ^2.7.1
+        version: 2.8.4
+    devDependencies:
+      '@types/bun':
+        specifier: latest
+        version: 1.3.13
+
+packages:
+
+  '@types/bun@1.3.13':
+    resolution: {integrity: sha512-9fqXWk5YIHGGnUau9TEi+qdlTYDAnOj+xLCmSTwXfAIqXr2x4tytJb43E9uCvt09zJURKXwAtkoH4nLQfzeTXw==}
+
+  '@types/node@25.6.2':
+    resolution: {integrity: sha512-sokuT28dxf9JT5Kady1fsXOvI4HVpjZa95NKT5y9PNTIrs2AsobR4GFAA90ZG8M+nxVRLysCXsVj6eGC7Vbrlw==}
+
+  bun-types@1.3.13:
+    resolution: {integrity: sha512-QXKeHLlOLqQX9LgYaHJfzdBaV21T63HhFJnvuRCcjZiaUDpbs5ED1MgxbMra71CsryN/1dAoXuJJJwIv/2drVA==}
+
+  cuint@0.2.2:
+    resolution: {integrity: sha512-d4ZVpCW31eWwCMe1YT3ur7mUDnTXbgwyzaL320DrcRT45rfjYxkt5QWLrmOJ+/UEAI2+fQgKe/fCjR8l4TpRgw==}
+
+  undici-types@7.19.2:
+    resolution: {integrity: sha512-qYVnV5OEm2AW8cJMCpdV20CDyaN3g0AjDlOGf1OW4iaDEx8MwdtChUp4zu4H0VP3nDRF/8RKWH+IPp9uW0YGZg==}
+
+  xxhashjs@0.2.2:
+    resolution: {integrity: sha512-AkTuIuVTET12tpsVIQo+ZU6f/qDmKuRUcjaqR+OIvm+aCBsZ95i7UVY5WJ9TMsSaZ0DA2WxoZ4acu0sPH+OKAw==}
+
+  yaml@2.8.4:
+    resolution: {integrity: sha512-ml/JPOj9fOQK8RNnWojA67GbZ0ApXAUlN2UQclwv2eVgTgn7O9gg9o7paZWKMp4g0H3nTLtS9LVzhkpOFIKzog==}
+    engines: {node: '>= 14.6'}
+    hasBin: true
+
+snapshots:
+
+  '@types/bun@1.3.13':
+    dependencies:
+      bun-types: 1.3.13
+
+  '@types/node@25.6.2':
+    dependencies:
+      undici-types: 7.19.2
+
+  bun-types@1.3.13:
+    dependencies:
+      '@types/node': 25.6.2
+
+  cuint@0.2.2: {}
+
+  undici-types@7.19.2: {}
+
+  xxhashjs@0.2.2:
+    dependencies:
+      cuint: 0.2.2
+
+  yaml@2.8.4: {}

packages/workflow-cas/src/collect-refs.ts

@@ -9,5 +9,8 @@ export function collectRefs(payload: StateNode["payload"]): string[] {
   if (payload.compact !== null) {
     out.push(payload.compact);
   }
+  if (payload.childThread !== null) {
+    out.push(payload.childThread);
+  }
   return out;
 }

packages/workflow-cas/src/merkle.ts

@@ -1,8 +1,41 @@
 import { parse, stringify } from "yaml";
 
-import type { CasStore, MerkleNode, StepMerklePayload, ThreadMerklePayload } from "./types.js";
+import type {
+  CasStore,
+  MerkleNode,
+  MerkleNodeType,
+  StepMerklePayload,
+  ThreadMerklePayload,
+} from "./types.js";
+
+function requireStringHashArray(value: unknown, notArrayMessage: string): string[] {
+  if (!Array.isArray(value)) {
+    throw new Error(notArrayMessage);
+  }
+  const out: string[] = [];
+  for (const c of value) {
+    if (typeof c !== "string") {
+      throw new Error("merkle: hash entry must be a string");
+    }
+    out.push(c);
+  }
+  return out;
+}
+
+function edgeListRaw(rec: Record<string, unknown>, type: MerkleNodeType): unknown {
+  if (type === "content") {
+    return rec.refs !== undefined ? rec.refs : rec.children;
+  }
+  return rec.children;
+}
 
 export function serializeMerkleNode(node: MerkleNode): string {
+  if (node.type === "content") {
+    return stringify(
+      { type: node.type, payload: node.payload, refs: node.children },
+      { indent: 2 },
+    );
+  }
   return stringify(
     { type: node.type, payload: node.payload, children: node.children },
     { indent: 2 },
@@ -17,23 +50,18 @@ export function parseMerkleNode(yamlText: string): MerkleNode {
   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);
-  }
+
+  const notArrayMsg =
+    type === "content"
+      ? "merkle: content node requires refs or children array"
+      : "merkle: children must be an array";
+  const childHashes = requireStringHashArray(edgeListRaw(rec, type), notArrayMsg);
   return {
     type,
     payload: typeof payload === "string" ? payload : (payload as Record<string, unknown>),
@@ -85,8 +113,8 @@ export async function putContentMerkleNode(store: CasStore, content: string): Pr
 /**
  * Loads a CAS blob and returns the payload string for a `content` node.
  *
- * Accepts both the legacy `{type:content, payload, children}` Merkle layout
- * and the RFC v3 `{type:content, payload, refs}` content node layout.
+ * Accepts both the legacy `{ type:content, payload, children }` Merkle layout
+ * and the RFC-aligned `{ type:content, payload, refs }` content node layout.
  */
 export async function getContentMerklePayload(
   store: CasStore,

packages/workflow-cas/src/nodes.ts

@@ -18,14 +18,27 @@ function isStartPayload(value: unknown): value is StartNodePayload {
   if (!isRecord(value)) {
     return false;
   }
+  const parentState = value.parentState;
+  if (parentState !== undefined && parentState !== null && typeof parentState !== "string") {
+    return false;
+  }
   return (
     typeof value.name === "string" &&
     typeof value.hash === "string" &&
-    typeof value.maxRounds === "number" &&
     typeof value.depth === "number"
   );
 }
 
+/** Normalizes a raw start payload, defaulting `parentState` to `null` for legacy nodes. */
+function normalizeStartPayload(raw: StartNodePayload): StartNodePayload {
+  return {
+    name: raw.name,
+    hash: raw.hash,
+    depth: raw.depth,
+    parentState: raw.parentState ?? null,
+  };
+}
+
 function isStatePayload(value: unknown): value is StateNodePayload {
   if (!isRecord(value)) {
     return false;
@@ -42,6 +55,10 @@ function isStatePayload(value: unknown): value is StateNodePayload {
   if (!isRecord(meta)) {
     return false;
   }
+  const childThread = value.childThread;
+  if (childThread !== undefined && childThread !== null && typeof childThread !== "string") {
+    return false;
+  }
   return (
     typeof value.role === "string" &&
     typeof value.start === "string" &&
@@ -50,6 +67,20 @@ function isStatePayload(value: unknown): value is StateNodePayload {
   );
 }
 
+/** Normalizes a raw state payload, defaulting `childThread` to `null` for legacy nodes. */
+function normalizeStatePayload(raw: StateNodePayload): StateNodePayload {
+  return {
+    role: raw.role,
+    meta: raw.meta,
+    start: raw.start,
+    content: raw.content,
+    ancestors: raw.ancestors,
+    compact: raw.compact,
+    timestamp: raw.timestamp,
+    childThread: raw.childThread ?? null,
+  };
+}
+
 /** Parses a YAML CAS blob into a typed RFC v3 thread node (or legacy content layout with `children`). */
 export function parseCasThreadNode(yamlText: string): ParsedCasThreadNode | null {
   let raw: unknown;
@@ -87,14 +118,22 @@ export function parseCasThreadNode(yamlText: string): ParsedCasThreadNode | null
     if (!isStartPayload(raw.payload)) {
       return null;
     }
-    const node: StartNode = { type: "start", payload: raw.payload, refs: [...refs] };
+    const node: StartNode = {
+      type: "start",
+      payload: normalizeStartPayload(raw.payload),
+      refs: [...refs],
+    };
     return { kind: "start", node };
   }
 
   if (!isStatePayload(raw.payload)) {
     return null;
   }
-  const node: StateNode = { type: "state", payload: raw.payload, refs: [...refs] };
+  const node: StateNode = {
+    type: "state",
+    payload: normalizeStatePayload(raw.payload),
+    refs: [...refs],
+  };
   return { kind: "state", node };
 }
 
@@ -144,10 +183,14 @@ export async function putStartNode(
   payload: StartNode["payload"],
   promptHash: string,
 ): Promise<string> {
+  const refs = [promptHash];
+  if (payload.parentState !== null) {
+    refs.push(payload.parentState);
+  }
   const node: StartNode = {
     type: "start",
     payload,
-    refs: [promptHash],
+    refs,
   };
   return store.put(serializeCasNode(node));
 }

packages/workflow-cas/src/reachable.ts

@@ -9,7 +9,10 @@ function refsFromBlob(content: string): string[] {
       return [];
     }
     const rec = raw as Record<string, unknown>;
-    const refs = rec.refs;
+    let refs = rec.refs;
+    if (!Array.isArray(refs) && Array.isArray(rec.children)) {
+      refs = rec.children;
+    }
     if (!Array.isArray(refs)) {
       return [];
     }

packages/workflow-dashboard/.env.production

@@ -0,0 +1 @@
+VITE_GATEWAY_URL=https://workflow-gateway.shazhou.workers.dev

packages/workflow-dashboard/package.json

@@ -9,8 +9,12 @@
     "preview": "vite preview"
   },
   "dependencies": {
+    "@dagrejs/dagre": "^3.0.0",
+    "@xyflow/react": "^12.10.2",
     "react": "^19.2.6",
-    "react-dom": "^19.2.6"
+    "react-dom": "^19.2.6",
+    "react-markdown": "^10.1.0",
+    "shiki": "^4.0.2"
   },
   "devDependencies": {
     "@tailwindcss/vite": "^4.2.4",

packages/workflow-dashboard/src/api.ts

@@ -1,9 +1,43 @@
-const BASE = "/api";
+const GATEWAY_URL = import.meta.env.VITE_GATEWAY_URL || "";
 
-async function postJson<T>(path: string, body: unknown): Promise<T> {
-  const res = await fetch(`${BASE}${path}`, {
+export function getApiKey(): string | null {
+  try {
+    return localStorage.getItem("workflow-api-key");
+  } catch {
+    return null;
+  }
+}
+
+export function setApiKey(key: string): void {
+  localStorage.setItem("workflow-api-key", key);
+}
+
+export function clearApiKey(): void {
+  localStorage.removeItem("workflow-api-key");
+}
+
+export function hasApiKey(): boolean {
+  return getApiKey() !== null && getApiKey() !== "";
+}
+
+function authHeaders(): Record<string, string> {
+  const key = getApiKey();
+  if (key) return { Authorization: `Bearer ${key}` };
+  return {};
+}
+
+function agentBase(agent: string): string {
+  if (GATEWAY_URL) {
+    return `${GATEWAY_URL}/api/agents/${agent}`;
+  }
+  // Local dev: proxy via vite, no agent prefix
+  return "/api";
+}
+
+async function postJson<T>(base: string, path: string, body: unknown): Promise<T> {
+  const res = await fetch(`${base}${path}`, {
     method: "POST",
-    headers: { "Content-Type": "application/json" },
+    headers: { "Content-Type": "application/json", ...authHeaders() },
     body: JSON.stringify(body),
   });
   if (!res.ok) {
@@ -13,18 +47,32 @@ async function postJson<T>(path: string, body: unknown): Promise<T> {
   return res.json() as Promise<T>;
 }
 
-async function fetchJson<T>(path: string): Promise<T> {
-  const res = await fetch(`${BASE}${path}`);
+async function fetchJson<T>(base: string, path: string): Promise<T> {
+  const res = await fetch(`${base}${path}`, { headers: authHeaders() });
   if (!res.ok) {
     throw new Error(`API ${res.status}: ${path}`);
   }
   return res.json() as Promise<T>;
 }
 
+// ── Endpoint types ──────────────────────────────────────────────────
+
+export type AgentEndpoint = {
+  name: string;
+  url: string;
+  status: string;
+  lastHeartbeat: number;
+};
+
 export type WorkflowSummary = {
   name: string;
-  currentHash: string;
-  versions: number;
+  hash: string | null;
+  timestamp: number | null;
+};
+
+export type WorkflowHistoryEntry = {
+  hash: string;
+  timestamp: number;
 };
 
 export type ThreadSummary = {
@@ -35,50 +83,119 @@ export type ThreadSummary = {
   status: string | null;
 };
 
-export type ThreadRecord = {
-  type: string;
-  role: string | null;
-  content: string | null;
-  timestamp: number | null;
-  [key: string]: unknown;
+export type ThreadStartRecord = {
+  type: "thread-start";
+  workflow: string;
+  prompt: string | null;
+  threadId: string;
+  status: string;
+  timestamp: null;
 };
 
-export function listWorkflows(): Promise<{ workflows: WorkflowSummary[] }> {
-  return fetchJson("/workflows");
+export type RoleRecord = {
+  type: "role";
+  role: string;
+  content: string;
+  timestamp: number | null;
+  meta: Record<string, unknown>;
+};
+
+export type WorkflowResultRecord = {
+  type: "workflow-result";
+  returnCode: number;
+  content: string;
+  timestamp: number | null;
+};
+
+export type ThreadRecord = ThreadStartRecord | RoleRecord | WorkflowResultRecord;
+
+export type WorkflowGraphEdge = {
+  from: string;
+  to: string;
+  condition: string;
+  conditionDescription: string | null;
+};
+
+export type WorkflowGraph = {
+  edges: readonly WorkflowGraphEdge[];
+};
+
+export type WorkflowRoleDescriptor = {
+  description: string;
+  schema: Record<string, unknown>;
+};
+
+export type WorkflowDescriptor = {
+  description: string;
+  roles: Record<string, WorkflowRoleDescriptor>;
+  graph: WorkflowGraph;
+};
+
+export type WorkflowDetail = {
+  name: string;
+  hash: string;
+  timestamp: number;
+  history: readonly WorkflowHistoryEntry[];
+  descriptor: WorkflowDescriptor | null;
+};
+
+// ── Gateway endpoints ───────────────────────────────────────────────
+
+export function listAgents(): Promise<AgentEndpoint[]> {
+  const url = GATEWAY_URL || "";
+  return fetchJson(url, "/api/gateway/endpoints");
 }
 
-export function listThreads(): Promise<{ threads: ThreadSummary[] }> {
-  return fetchJson("/threads");
+// ── Agent-scoped endpoints ──────────────────────────────────────────
+
+export function listWorkflows(agent: string): Promise<{ workflows: WorkflowSummary[] }> {
+  return fetchJson(agentBase(agent), "/workflows");
 }
 
-export function listRunningThreads(): Promise<{ threads: ThreadSummary[] }> {
-  return fetchJson("/threads/running");
+export async function getWorkflowDetail(agent: string, name: string): Promise<WorkflowDetail> {
+  return fetchJson<WorkflowDetail>(agentBase(agent), `/workflows/${encodeURIComponent(name)}`);
 }
 
-export function getThread(id: string): Promise<{ records: ThreadRecord[] }> {
-  return fetchJson(`/threads/${id}`);
+export async function getWorkflowDescriptor(
+  agent: string,
+  name: string,
+): Promise<WorkflowDescriptor | null> {
+  const res = await getWorkflowDetail(agent, name);
+  return res.descriptor;
+}
+
+export function listThreads(agent: string): Promise<{ threads: ThreadSummary[] }> {
+  return fetchJson(agentBase(agent), "/threads");
+}
+
+export function listRunningThreads(agent: string): Promise<{ threads: ThreadSummary[] }> {
+  return fetchJson(agentBase(agent), "/threads/running");
+}
+
+export function getThread(agent: string, id: string): Promise<{ records: ThreadRecord[] }> {
+  return fetchJson(agentBase(agent), `/threads/${id}`);
 }
 
 export function runThread(
+  agent: string,
   workflow: string,
   prompt: string,
-  maxRounds: number = 10,
 ): Promise<{ threadId: string }> {
-  return postJson("/threads", { workflow, prompt, maxRounds });
+  return postJson(agentBase(agent), "/threads", { workflow, prompt });
 }
 
-export function killThread(threadId: string): Promise<{ ok: boolean }> {
-  return postJson(`/threads/${threadId}/kill`, {});
+export function killThread(agent: string, threadId: string): Promise<{ ok: boolean }> {
+  return postJson(agentBase(agent), `/threads/${threadId}/kill`, {});
 }
 
-export function pauseThread(threadId: string): Promise<{ ok: boolean }> {
-  return postJson(`/threads/${threadId}/pause`, {});
+export function pauseThread(agent: string, threadId: string): Promise<{ ok: boolean }> {
+  return postJson(agentBase(agent), `/threads/${threadId}/pause`, {});
 }
 
-export function resumeThread(threadId: string): Promise<{ ok: boolean }> {
-  return postJson(`/threads/${threadId}/resume`, {});
+export function resumeThread(agent: string, threadId: string): Promise<{ ok: boolean }> {
+  return postJson(agentBase(agent), `/threads/${threadId}/resume`, {});
 }
 
-export function getHealth(): Promise<{ ok: boolean }> {
-  return fetchJson("/healthz");
+export function getAgentHealth(agent: string): Promise<{ ok: boolean }> {
+  return fetchJson(agentBase(agent), "/healthz");
 }

packages/workflow-dashboard/src/app.tsx

@@ -1,4 +1,6 @@
 import { useState } from "react";
+import { clearApiKey, hasApiKey } from "./api.ts";
+import { LoginPage } from "./components/login.tsx";
 import { RunDialog } from "./components/run-dialog.tsx";
 import { Sidebar } from "./components/sidebar.tsx";
 import { StatusBar } from "./components/status-bar.tsx";
@@ -8,24 +10,48 @@ import { WorkflowList } from "./components/workflow-list.tsx";
 import { useHashRoute } from "./use-hash-route.ts";
 
 export function App() {
-  const { view, threadId, setView, setThreadId } = useHashRoute();
+  const [authed, setAuthed] = useState(hasApiKey());
+  const { view, agent, threadId, setView, setAgent, setThreadId } = useHashRoute();
   const [showRun, setShowRun] = useState(false);
 
+  if (!authed) {
+    return <LoginPage onLogin={() => setAuthed(true)} />;
+  }
+
   return (
     <div className="flex h-screen">
-      <Sidebar view={view} onViewChange={setView} />
+      <Sidebar
+        view={view}
+        agent={agent}
+        onViewChange={setView}
+        onAgentChange={setAgent}
+        onLogout={() => {
+          clearApiKey();
+          setAuthed(false);
+        }}
+      />
       <main className="flex-1 overflow-hidden flex flex-col">
-        <StatusBar onRun={() => setShowRun(true)} />
+        <StatusBar agent={agent} onRun={() => setShowRun(true)} />
         <div className="flex-1 overflow-auto p-6">
-          {view === "threads" && threadId === null && <ThreadList onSelect={setThreadId} />}
-          {view === "threads" && threadId !== null && (
-            <ThreadDetail threadId={threadId} onBack={() => setThreadId(null)} />
+          {!agent && (
+            <div className="flex items-center justify-center h-full">
+              <p style={{ color: "var(--color-text-muted)" }}>
+                Select an agent from the sidebar to get started.
+              </p>
+            </div>
           )}
-          {view === "workflows" && <WorkflowList />}
+          {agent && view === "threads" && threadId === null && (
+            <ThreadList agent={agent} onSelect={setThreadId} />
+          )}
+          {agent && view === "threads" && threadId !== null && (
+            <ThreadDetail agent={agent} threadId={threadId} onBack={() => setThreadId(null)} />
+          )}
+          {agent && view === "workflows" && <WorkflowList agent={agent} />}
         </div>
       </main>
-      {showRun && (
+      {showRun && agent && (
         <RunDialog
+          agent={agent}
           onClose={() => setShowRun(false)}
           onCreated={(id) => {
             setShowRun(false);

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

@@ -0,0 +1,96 @@
+import { useState } from "react";
+import { setApiKey } from "../api.ts";
+
+type Props = {
+  onLogin: () => void;
+};
+
+export function LoginPage({ onLogin }: Props) {
+  const [key, setKey] = useState("");
+  const [error, setError] = useState<string | null>(null);
+  const [loading, setLoading] = useState(false);
+
+  async function handleSubmit(e: React.FormEvent) {
+    e.preventDefault();
+    if (!key.trim()) return;
+
+    setLoading(true);
+    setError(null);
+
+    // Test the key by hitting the endpoints list
+    const gatewayUrl = import.meta.env.VITE_GATEWAY_URL || "";
+    try {
+      const res = await fetch(`${gatewayUrl}/api/gateway/endpoints`, {
+        headers: { Authorization: `Bearer ${key.trim()}` },
+      });
+      if (res.status === 401) {
+        setError("Invalid API key");
+        setLoading(false);
+        return;
+      }
+      if (!res.ok) {
+        setError(`Server error: ${res.status}`);
+        setLoading(false);
+        return;
+      }
+    } catch (err) {
+      setError(`Connection failed: ${err instanceof Error ? err.message : String(err)}`);
+      setLoading(false);
+      return;
+    }
+
+    setApiKey(key.trim());
+    onLogin();
+  }
+
+  return (
+    <div
+      className="min-h-screen flex items-center justify-center"
+      style={{ background: "var(--color-bg)" }}
+    >
+      <div
+        className="p-8 rounded-lg border w-full max-w-sm"
+        style={{ background: "var(--color-surface)", borderColor: "var(--color-border)" }}
+      >
+        <h1 className="text-xl font-bold mb-1" style={{ color: "var(--color-accent)" }}>
+          ⚙ Workflow Dashboard
+        </h1>
+        <p className="text-sm mb-6" style={{ color: "var(--color-text-muted)" }}>
+          Enter your API key to continue
+        </p>
+        <form onSubmit={handleSubmit}>
+          <input
+            type="password"
+            value={key}
+            onChange={(e) => setKey(e.target.value)}
+            placeholder="API Key"
+            className="w-full px-3 py-2 rounded border text-sm mb-3 outline-none"
+            style={{
+              background: "var(--color-bg)",
+              borderColor: "var(--color-border)",
+              color: "var(--color-text)",
+            }}
+            autoFocus
+          />
+          {error && (
+            <p className="text-xs mb-3" style={{ color: "var(--color-error)" }}>
+              {error}
+            </p>
+          )}
+          <button
+            type="submit"
+            disabled={loading || !key.trim()}
+            className="w-full px-3 py-2 rounded text-sm font-medium"
+            style={{
+              background: "var(--color-accent)",
+              color: "var(--color-bg)",
+              opacity: loading || !key.trim() ? 0.5 : 1,
+            }}
+          >
+            {loading ? "Verifying..." : "Login"}
+          </button>
+        </form>
+      </div>
+    </div>
+  );
+}

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

@@ -0,0 +1,127 @@
+import { useEffect, useState } from "react";
+import ReactMarkdown from "react-markdown";
+import {
+  type BundledLanguage,
+  type BundledTheme,
+  createHighlighter,
+  type HighlighterGeneric,
+} from "shiki";
+
+let highlighterPromise: Promise<HighlighterGeneric<BundledLanguage, BundledTheme>> | null = null;
+
+const LANGS: BundledLanguage[] = [
+  "typescript",
+  "javascript",
+  "json",
+  "yaml",
+  "bash",
+  "python",
+  "markdown",
+];
+
+function getHighlighter(): Promise<HighlighterGeneric<BundledLanguage, BundledTheme>> {
+  if (highlighterPromise === null) {
+    highlighterPromise = createHighlighter({
+      themes: ["github-dark"],
+      langs: LANGS,
+    });
+  }
+  return highlighterPromise;
+}
+
+function CodeBlock({ className, children }: { className?: string; children?: React.ReactNode }) {
+  const [html, setHtml] = useState<string | null>(null);
+  const code = String(children).replace(/\n$/, "");
+  const lang = className?.replace("language-", "") ?? "text";
+
+  useEffect(() => {
+    let cancelled = false;
+    getHighlighter().then((hl) => {
+      if (cancelled) return;
+      try {
+        const result = hl.codeToHtml(code, { lang, theme: "github-dark" });
+        setHtml(result);
+      } catch {
+        setHtml(null);
+      }
+    });
+    return () => {
+      cancelled = true;
+    };
+  }, [code, lang]);
+
+  if (html !== null) {
+    return (
+      <div
+        className="rounded overflow-x-auto text-xs my-2"
+        // biome-ignore lint/security/noDangerouslySetInnerHtml: shiki output is safe
+        dangerouslySetInnerHTML={{ __html: html }}
+      />
+    );
+  }
+
+  return (
+    <pre
+      className="rounded overflow-x-auto text-xs my-2 p-3"
+      style={{ background: "var(--color-bg)" }}
+    >
+      <code>{code}</code>
+    </pre>
+  );
+}
+
+export function Markdown({ content }: { content: string }) {
+  return (
+    <div className="prose prose-invert prose-sm max-w-none">
+      <ReactMarkdown
+        components={{
+          code({ className, children, ...props }) {
+            const isInline = !className;
+            if (isInline) {
+              return (
+                <code
+                  className="text-xs px-1 py-0.5 rounded"
+                  style={{ background: "var(--color-border)", color: "var(--color-accent)" }}
+                  {...props}
+                >
+                  {children}
+                </code>
+              );
+            }
+            return <CodeBlock className={className}>{children}</CodeBlock>;
+          },
+          p({ children }) {
+            return <p className="my-1.5 leading-relaxed">{children}</p>;
+          },
+          ul({ children }) {
+            return <ul className="list-disc pl-4 my-1.5">{children}</ul>;
+          },
+          ol({ children }) {
+            return <ol className="list-decimal pl-4 my-1.5">{children}</ol>;
+          },
+          h1({ children }) {
+            return <h1 className="text-lg font-bold mt-3 mb-1">{children}</h1>;
+          },
+          h2({ children }) {
+            return <h2 className="text-base font-bold mt-2 mb-1">{children}</h2>;
+          },
+          h3({ children }) {
+            return <h3 className="text-sm font-bold mt-2 mb-1">{children}</h3>;
+          },
+          blockquote({ children }) {
+            return (
+              <blockquote
+                className="border-l-2 pl-3 my-2 text-sm"
+                style={{ borderColor: "var(--color-accent)", color: "var(--color-text-muted)" }}
+              >
+                {children}
+              </blockquote>
+            );
+          },
+        }}
+      >
+        {content}
+      </ReactMarkdown>
+    </div>
+  );
+}

packages/workflow-dashboard/src/components/record-card.tsx

@@ -0,0 +1,131 @@
+import type { RoleRecord, ThreadRecord, ThreadStartRecord, WorkflowResultRecord } from "../api.ts";
+import { Markdown } from "./markdown.tsx";
+
+const ROLE_COLORS: Record<string, string> = {
+  preparer: "#8b5cf6",
+  agent: "#3b82f6",
+  extractor: "#f59e0b",
+};
+
+function roleColor(role: string): string {
+  return ROLE_COLORS[role] ?? "var(--color-accent)";
+}
+
+function formatTime(ts: number | null): string | null {
+  if (ts === null) return null;
+  return new Date(ts).toLocaleTimeString();
+}
+
+function StartCard({ record }: { record: ThreadStartRecord }) {
+  return (
+    <div
+      className="p-4 rounded-lg border"
+      style={{ background: "var(--color-surface)", borderColor: "var(--color-border)" }}
+    >
+      <div className="flex items-center gap-2 mb-2">
+        <span className="text-lg">🚀</span>
+        <span className="font-semibold" style={{ color: "var(--color-accent)" }}>
+          {record.workflow}
+        </span>
+        <span
+          className="text-xs px-2 py-0.5 rounded"
+          style={{
+            background: record.status === "active" ? "var(--color-success)" : "var(--color-border)",
+            color: record.status === "active" ? "var(--color-bg)" : "var(--color-text-muted)",
+          }}
+        >
+          {record.status}
+        </span>
+      </div>
+      {record.prompt !== null && (
+        <div
+          className="mt-2 p-3 rounded text-sm border-l-2"
+          style={{
+            background: "var(--color-bg)",
+            borderColor: "var(--color-accent)",
+            color: "var(--color-text)",
+          }}
+        >
+          <div className="text-xs mb-1" style={{ color: "var(--color-text-muted)" }}>
+            Prompt
+          </div>
+          <Markdown content={record.prompt} />
+        </div>
+      )}
+    </div>
+  );
+}
+
+function RoleMessage({ record, highlighted }: { record: RoleRecord; highlighted: boolean }) {
+  const color = roleColor(record.role);
+  return (
+    <div
+      className={`p-3 rounded-lg border text-sm ${highlighted ? "wf-record-card-highlight" : ""}`}
+      style={{ background: "var(--color-surface)", borderColor: "var(--color-border)" }}
+    >
+      <div className="flex items-center gap-2 mb-2">
+        <span
+          className="text-xs px-2 py-0.5 rounded font-mono font-medium"
+          style={{ background: color, color: "#fff" }}
+        >
+          {record.role}
+        </span>
+        {formatTime(record.timestamp) !== null && (
+          <span className="text-xs ml-auto" style={{ color: "var(--color-text-muted)" }}>
+            {formatTime(record.timestamp)}
+          </span>
+        )}
+      </div>
+      <Markdown content={record.content} />
+    </div>
+  );
+}
+
+function ResultCard({ record }: { record: WorkflowResultRecord }) {
+  const success = record.returnCode === 0;
+  return (
+    <div
+      className="p-4 rounded-lg border"
+      style={{
+        background: "var(--color-surface)",
+        borderColor: success ? "var(--color-success)" : "var(--color-error)",
+      }}
+    >
+      <div className="flex items-center gap-2 mb-2">
+        <span className="text-lg">{success ? "✅" : "❌"}</span>
+        <span className="font-semibold text-sm">{success ? "Completed" : "Failed"}</span>
+        <span
+          className="text-xs px-2 py-0.5 rounded font-mono"
+          style={{
+            background: success ? "var(--color-success)" : "var(--color-error)",
+            color: "#fff",
+          }}
+        >
+          exit {record.returnCode}
+        </span>
+        {formatTime(record.timestamp) !== null && (
+          <span className="text-xs ml-auto" style={{ color: "var(--color-text-muted)" }}>
+            {formatTime(record.timestamp)}
+          </span>
+        )}
+      </div>
+      <Markdown content={record.content} />
+    </div>
+  );
+}
+
+type RecordCardProps = {
+  record: ThreadRecord;
+  highlighted: boolean;
+};
+
+export function RecordCard({ record, highlighted }: RecordCardProps) {
+  switch (record.type) {
+    case "thread-start":
+      return <StartCard record={record} />;
+    case "role":
+      return <RoleMessage record={record} highlighted={highlighted} />;
+    case "workflow-result":
+      return <ResultCard record={record} />;
+  }
+}

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

@@ -3,15 +3,15 @@ import { listWorkflows, runThread } from "../api.ts";
 import { useFetch } from "../hooks.ts";
 
 type Props = {
+  agent: string;
   onClose: () => void;
   onCreated: (threadId: string) => void;
 };
 
-export function RunDialog({ onClose, onCreated }: Props) {
-  const workflows = useFetch(() => listWorkflows(), []);
+export function RunDialog({ agent, onClose, onCreated }: Props) {
+  const workflows = useFetch(() => listWorkflows(agent), [agent]);
   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);
 
@@ -21,7 +21,7 @@ export function RunDialog({ onClose, onCreated }: Props) {
     setSubmitting(true);
     setError(null);
     try {
-      const result = await runThread(workflow, prompt, maxRounds);
+      const result = await runThread(agent, workflow, prompt);
       onCreated(result.threadId);
     } catch (err) {
       setError(err instanceof Error ? err.message : String(err));
@@ -38,7 +38,7 @@ export function RunDialog({ onClose, onCreated }: Props) {
         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>
+        <h3 className="text-lg font-semibold mb-4">Run Thread on {agent}</h3>
         <form onSubmit={handleSubmit} className="space-y-4">
           <div>
             <label
@@ -90,29 +90,6 @@ export function RunDialog({ onClose, onCreated }: Props) {
               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}

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

@@ -1,10 +1,29 @@
+import { useEffect } from "react";
+import type { AgentEndpoint } from "../api.ts";
+import { listAgents } from "../api.ts";
+import { useFetch } from "../hooks.ts";
+
 type Props = {
   view: "threads" | "workflows";
+  agent: string | null;
   onViewChange: (v: "threads" | "workflows") => void;
+  onAgentChange: (a: string | null) => void;
+  onLogout: () => void;
 };
 
-export function Sidebar({ view, onViewChange }: Props) {
-  const items = [
+export function Sidebar({ view, agent, onViewChange, onAgentChange, onLogout }: Props) {
+  const { status, data } = useFetch(() => listAgents(), []);
+
+  const agents: AgentEndpoint[] = status === "ok" ? data : [];
+
+  // Auto-select first agent when none is selected
+  useEffect(() => {
+    if (agent === null && agents.length > 0) {
+      onAgentChange(agents[0].name);
+    }
+  }, [agent, agents, onAgentChange]);
+
+  const viewItems = [
     { key: "threads" as const, label: "Threads", icon: "⚡" },
     { key: "workflows" as const, label: "Workflows", icon: "📦" },
   ];
@@ -22,8 +41,45 @@ export function Sidebar({ view, onViewChange }: Props) {
           Dashboard
         </p>
       </div>
+
+      {/* Agent selector */}
+      <div className="px-4 py-3 border-b" style={{ borderColor: "var(--color-border)" }}>
+        <label
+          className="block text-xs font-medium mb-1"
+          style={{ color: "var(--color-text-muted)" }}
+          htmlFor="agent-select"
+        >
+          Agent
+        </label>
+        <select
+          id="agent-select"
+          className="w-full rounded px-2 py-1.5 text-xs"
+          style={{
+            background: "var(--color-bg)",
+            color: "var(--color-text)",
+            border: "1px solid var(--color-border)",
+          }}
+          value={agent ?? ""}
+          onChange={(e) => onAgentChange(e.target.value || null)}
+          disabled={status === "loading"}
+        >
+          {status === "loading" ? (
+            <option value="">Loading…</option>
+          ) : agents.length === 0 ? (
+            <option value="">No agents online</option>
+          ) : (
+            agents.map((a) => (
+              <option key={a.name} value={a.name}>
+                {a.status === "online" ? "🟢" : "🔴"} {a.name}
+              </option>
+            ))
+          )}
+        </select>
+      </div>
+
+      {/* View navigation */}
       <nav className="flex-1 p-2 space-y-1">
-        {items.map((item) => (
+        {viewItems.map((item) => (
           <button
             type="button"
             key={item.key}
@@ -38,6 +94,17 @@ export function Sidebar({ view, onViewChange }: Props) {
           </button>
         ))}
       </nav>
+
+      <div className="p-2 border-t" style={{ borderColor: "var(--color-border)" }}>
+        <button
+          type="button"
+          onClick={onLogout}
+          className="w-full text-left px-3 py-2 rounded text-xs transition-colors"
+          style={{ color: "var(--color-text-muted)" }}
+        >
+          🚪 Logout
+        </button>
+      </div>
     </aside>
   );
 }

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

@@ -1,9 +1,10 @@
 import { useCallback, useEffect, useRef, useState } from "react";
-import { getHealth } from "../api.ts";
+import { getAgentHealth } from "../api.ts";
 
 type HealthStatus = "connected" | "disconnected" | "reconnecting";
 
 type Props = {
+  agent: string | null;
   onRun: () => void;
 };
 
@@ -17,13 +18,17 @@ function statusLabel(status: HealthStatus): { text: string; color: string } {
   return { text: "● Offline", color: "var(--color-error)" };
 }
 
-export function StatusBar({ onRun }: Props) {
+export function StatusBar({ agent, onRun }: Props) {
   const [status, setStatus] = useState<HealthStatus>("disconnected");
   const wasConnectedRef = useRef(false);
 
   const checkHealth = useCallback(async () => {
+    if (!agent) {
+      setStatus("disconnected");
+      return;
+    }
     try {
-      await getHealth();
+      await getAgentHealth(agent);
       wasConnectedRef.current = true;
       setStatus("connected");
     } catch {
@@ -33,9 +38,11 @@ export function StatusBar({ onRun }: Props) {
         setStatus("disconnected");
       }
     }
-  }, []);
+  }, [agent]);
 
   useEffect(() => {
+    wasConnectedRef.current = false;
+    setStatus("disconnected");
     checkHealth();
     const interval = setInterval(checkHealth, 10_000);
     return () => clearInterval(interval);
@@ -49,12 +56,19 @@ export function StatusBar({ onRun }: Props) {
       style={{ borderColor: "var(--color-border)", background: "var(--color-surface)" }}
     >
       <div className="flex items-center gap-4">
-        <span style={{ color: "var(--color-text-muted)" }}>Local API: 127.0.0.1:7860</span>
+        <span style={{ color: "var(--color-text-muted)" }}>
+          {agent ? `Agent: ${agent}` : "No agent selected"}
+        </span>
         <button
           type="button"
           onClick={onRun}
+          disabled={!agent}
           className="px-3 py-1 rounded text-xs font-medium"
-          style={{ background: "var(--color-accent)", color: "#fff" }}
+          style={{
+            background: agent ? "var(--color-accent)" : "var(--color-border)",
+            color: "#fff",
+            opacity: agent ? 1 : 0.5,
+          }}
         >
           ▶ Run Thread
         </button>

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

@@ -1,18 +1,65 @@
-import { useEffect, useRef, useState } from "react";
-import { getThread, killThread, pauseThread, resumeThread } from "../api.ts";
+import { useCallback, useEffect, useMemo, useRef, useState } from "react";
+import {
+  getThread,
+  getWorkflowDescriptor,
+  killThread,
+  pauseThread,
+  resumeThread,
+  type ThreadRecord,
+  type WorkflowDescriptor,
+} from "../api.ts";
 import { useFetch } from "../hooks.ts";
 import { useSSE } from "../use-sse.ts";
+import { RecordCard } from "./record-card.tsx";
+import { type NodeState, WorkflowGraph } from "./workflow-graph/index.ts";
 
 type Props = {
+  agent: string;
   threadId: string;
   onBack: () => void;
 };
 
-export function ThreadDetail({ threadId, onBack }: Props) {
-  const sse = useSSE(threadId);
-  const { status, data, error } = useFetch(() => getThread(threadId), [threadId]);
+function extractWorkflowName(records: readonly ThreadRecord[]): string | null {
+  for (const r of records) {
+    if (r.type === "thread-start") return r.workflow;
+  }
+  return null;
+}
+
+function computeNodeStates(records: readonly ThreadRecord[]): Map<string, NodeState> {
+  const states = new Map<string, NodeState>();
+  const roleRecords = records.filter(
+    (r): r is Extract<ThreadRecord, { type: "role" }> => r.type === "role",
+  );
+  const hasResult = records.some((r) => r.type === "workflow-result");
+
+  for (let i = 0; i < roleRecords.length; i++) {
+    const role = roleRecords[i].role;
+    const isLast = i === roleRecords.length - 1;
+    states.set(role, !hasResult && isLast ? "active" : "completed");
+  }
+
+  if (roleRecords.length > 0) {
+    states.set("__start__", "completed");
+  }
+  if (hasResult) {
+    states.set("__end__", "completed");
+    for (const [k, v] of states) {
+      if (v === "active") states.set(k, "completed");
+    }
+  }
+
+  return states;
+}
+
+export function ThreadDetail({ agent, threadId, onBack }: Props) {
+  const sse = useSSE(agent, threadId);
+  const { status, data, error } = useFetch(() => getThread(agent, threadId), [agent, threadId]);
   const [actionStatus, setActionStatus] = useState<string | null>(null);
   const recordsEndRef = useRef<HTMLDivElement>(null);
+  const firstCardByRoleRef = useRef<Map<string, HTMLDivElement>>(new Map());
+  const highlightTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
+  const [highlightedRole, setHighlightedRole] = useState<string | null>(null);
 
   const liveActive = sse.connected && !sse.completed;
   const records = liveActive
@@ -21,6 +68,46 @@ export function ThreadDetail({ threadId, onBack }: Props) {
       ? data.records
       : ([] as typeof sse.records);
 
+  const workflowName = useMemo(() => extractWorkflowName(records), [records]);
+
+  const descriptorFetch = useFetch<WorkflowDescriptor | null>(
+    () =>
+      workflowName === null ? Promise.resolve(null) : getWorkflowDescriptor(agent, workflowName),
+    [agent, workflowName],
+  );
+
+  const descriptor = descriptorFetch.status === "ok" ? descriptorFetch.data : null;
+  const nodeStates = useMemo(() => computeNodeStates(records), [records]);
+
+  const firstIndexByRole = useMemo(() => {
+    const m = new Map<string, number>();
+    for (let i = 0; i < records.length; i++) {
+      const r = records[i];
+      if (r.type === "role" && !m.has(r.role)) {
+        m.set(r.role, i);
+      }
+    }
+    return m;
+  }, [records]);
+
+  const handleGraphNodeClick = useCallback((roleName: string) => {
+    const el = firstCardByRoleRef.current.get(roleName);
+    if (el == null) return;
+    el.scrollIntoView({ behavior: "smooth", block: "center" });
+    if (highlightTimerRef.current !== null) clearTimeout(highlightTimerRef.current);
+    setHighlightedRole(roleName);
+    highlightTimerRef.current = setTimeout(() => {
+      setHighlightedRole(null);
+      highlightTimerRef.current = null;
+    }, 1500);
+  }, []);
+
+  useEffect(() => {
+    return () => {
+      if (highlightTimerRef.current !== null) clearTimeout(highlightTimerRef.current);
+    };
+  }, []);
+
   // biome-ignore lint/correctness/useExhaustiveDependencies: scroll when the rendered record list grows
   useEffect(() => {
     recordsEndRef.current?.scrollIntoView({ behavior: "smooth" });
@@ -30,7 +117,7 @@ export function ThreadDetail({ threadId, onBack }: Props) {
     setActionStatus(`${action}ing...`);
     try {
       const fn = action === "kill" ? killThread : action === "pause" ? pauseThread : resumeThread;
-      await fn(threadId);
+      await fn(agent, threadId);
       setActionStatus(`${action} sent ✓`);
     } catch (e) {
       setActionStatus(`${action} failed: ${e instanceof Error ? e.message : String(e)}`);
@@ -78,7 +165,7 @@ export function ThreadDetail({ threadId, onBack }: Props) {
 
       <h2 className="text-xl font-semibold mb-2 font-mono flex items-center gap-2 flex-wrap">
         <span>{threadId}</span>
-        {sse.connected && (
+        {sse.connected && !sse.completed && (
           <span
             className="text-xs font-medium px-2 py-0.5 rounded"
             style={{ background: "var(--color-success)", color: "var(--color-bg)" }}
@@ -93,51 +180,85 @@ export function ThreadDetail({ threadId, onBack }: Props) {
         </p>
       )}
 
-      {status === "loading" && !liveActive && records.length === 0 && (
-        <p style={{ color: "var(--color-text-muted)" }}>Loading...</p>
-      )}
-      {status === "error" && !liveActive && (
-        <p style={{ color: "var(--color-error)" }}>Error: {error}</p>
-      )}
-      {(status === "ok" || liveActive || records.length > 0) && (
-        <div className="space-y-3">
-          {records.map((r) => (
+      <div className="flex gap-4" style={{ minHeight: "calc(100vh - 120px)" }}>
+        {descriptor !== null && descriptor.graph.edges.length > 0 && (
+          <div
+            className="shrink-0"
+            style={{
+              width: 280,
+              position: "sticky",
+              top: 16,
+              height: "calc(100vh - 120px)",
+              alignSelf: "flex-start",
+            }}
+          >
             <div
-              key={`${threadId}-${r.type}-${String(r.timestamp)}-${r.role ?? ""}-${r.content ?? ""}`}
-              className="p-3 rounded border text-sm"
-              style={{ background: "var(--color-surface)", borderColor: "var(--color-border)" }}
+              className="rounded-lg border h-full flex flex-col overflow-hidden"
+              style={{ borderColor: "var(--color-border)", background: "var(--color-surface)" }}
             >
-              <div className="flex items-center gap-2 mb-1">
-                <span
-                  className="text-xs px-1.5 py-0.5 rounded font-mono"
-                  style={{ background: "var(--color-border)", color: "var(--color-accent)" }}
-                >
-                  {r.type}
+              <div
+                className="flex items-center justify-between px-3 py-2 text-xs"
+                style={{ color: "var(--color-text-muted)" }}
+              >
+                <span className="font-mono">
+                  Workflow graph
+                  {workflowName !== null && (
+                    <span className="ml-2" style={{ color: "var(--color-text)" }}>
+                      {workflowName}
+                    </span>
+                  )}
+                </span>
+                <span>
+                  {descriptor.graph.edges.length} edge
+                  {descriptor.graph.edges.length === 1 ? "" : "s"}
                 </span>
-                {r.role && (
-                  <span className="text-xs" style={{ color: "var(--color-text-muted)" }}>
-                    {r.role}
-                  </span>
-                )}
-                {r.timestamp !== null && (
-                  <span className="text-xs ml-auto" style={{ color: "var(--color-text-muted)" }}>
-                    {new Date(r.timestamp).toLocaleTimeString()}
-                  </span>
-                )}
               </div>
-              {r.content && (
-                <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>
-              )}
+              <div className="flex-1">
+                <WorkflowGraph
+                  graph={descriptor.graph}
+                  roles={descriptor.roles}
+                  nodeStates={nodeStates}
+                  onNodeClick={handleGraphNodeClick}
+                />
+              </div>
             </div>
-          ))}
-          <div ref={recordsEndRef} aria-hidden />
+          </div>
+        )}
+
+        <div className="flex-1 min-w-0">
+          {status === "loading" && !liveActive && records.length === 0 && (
+            <p style={{ color: "var(--color-text-muted)" }}>Loading...</p>
+          )}
+          {status === "error" && !liveActive && (
+            <p style={{ color: "var(--color-error)" }}>Error: {error}</p>
+          )}
+          {(status === "ok" || liveActive || records.length > 0) && (
+            <div className="space-y-3">
+              {records.map((r, i) => {
+                const key = `${threadId}-${i}`;
+                if (r.type === "role") {
+                  const isFirstForRole = firstIndexByRole.get(r.role) === i;
+                  const flash = highlightedRole === r.role;
+                  return (
+                    <div
+                      key={key}
+                      ref={(el) => {
+                        if (!isFirstForRole) return;
+                        if (el !== null) firstCardByRoleRef.current.set(r.role, el);
+                        else firstCardByRoleRef.current.delete(r.role);
+                      }}
+                    >
+                      <RecordCard record={r} highlighted={flash} />
+                    </div>
+                  );
+                }
+                return <RecordCard key={key} record={r} highlighted={false} />;
+              })}
+              <div ref={recordsEndRef} aria-hidden />
+            </div>
+          )}
         </div>
-      )}
+      </div>
     </div>
   );
 }

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

@@ -2,17 +2,23 @@ import { listThreads } from "../api.ts";
 import { useFetch } from "../hooks.ts";
 
 type Props = {
+  agent: string;
   onSelect: (id: string) => void;
 };
 
-export function ThreadList({ onSelect }: Props) {
-  const { status, data, error } = useFetch(() => listThreads(), []);
+export function ThreadList({ agent, onSelect }: Props) {
+  const { status, data, error } = useFetch(() => listThreads(agent), [agent]);
 
   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;
+  const threads = [...data.threads].sort((a, b) => {
+    if (!a.startedAt && !b.startedAt) return 0;
+    if (!a.startedAt) return 1;
+    if (!b.startedAt) return -1;
+    return b.startedAt.localeCompare(a.startedAt);
+  });
 
   return (
     <div>
@@ -38,11 +44,11 @@ export function ThreadList({ onSelect }: Props) {
                     className="text-xs px-2 py-0.5 rounded"
                     style={{
                       background:
-                        t.status === "running"
+                        t.status === "completed"
                           ? "var(--color-success)"
                           : t.status === "failed"
                             ? "var(--color-error)"
-                            : "var(--color-text-muted)",
+                            : "var(--color-accent)",
                       color: "#000",
                     }}
                   >

packages/workflow-dashboard/src/components/workflow-graph/condition-edge.tsx

@@ -0,0 +1,76 @@
+import {
+  BaseEdge,
+  EdgeLabelRenderer,
+  type EdgeProps,
+  getBezierPath,
+  getSmoothStepPath,
+} from "@xyflow/react";
+import type { ConditionEdgeData } from "./types.ts";
+
+export function ConditionEdge(props: EdgeProps) {
+  const {
+    id,
+    source,
+    target,
+    sourceX,
+    sourceY,
+    targetX,
+    targetY,
+    sourcePosition,
+    targetPosition,
+    data,
+    markerEnd,
+  } = props;
+  const edgeData = data as ConditionEdgeData | undefined;
+  const isFallback = edgeData?.isFallback ?? false;
+  const isSelfLoop = source === target;
+
+  const [path, labelX, labelY] = isSelfLoop
+    ? getSmoothStepPath({
+        sourceX,
+        sourceY,
+        targetX,
+        targetY,
+        sourcePosition,
+        targetPosition,
+        borderRadius: 20,
+      })
+    : getBezierPath({
+        sourceX,
+        sourceY,
+        targetX,
+        targetY,
+        sourcePosition,
+        targetPosition,
+      });
+
+  const stroke = isFallback ? "var(--color-text-muted)" : "var(--color-text)";
+  const strokeDasharray = isFallback ? "5 4" : undefined;
+
+  return (
+    <>
+      <BaseEdge
+        id={id}
+        path={path}
+        markerEnd={markerEnd}
+        style={{ stroke, strokeWidth: 1.5, strokeDasharray }}
+      />
+      {edgeData && !isFallback && edgeData.condition !== "" && (
+        <EdgeLabelRenderer>
+          <div
+            className="absolute px-1.5 py-0.5 rounded text-[10px] font-mono pointer-events-auto"
+            style={{
+              transform: `translate(-50%, -50%) translate(${labelX}px, ${labelY}px)`,
+              background: "var(--color-bg)",
+              border: "1px solid var(--color-border)",
+              color: "var(--color-text)",
+            }}
+            title={edgeData.conditionDescription ?? undefined}
+          >
+            {edgeData.condition}
+          </div>
+        </EdgeLabelRenderer>
+      )}
+    </>
+  );
+}

packages/workflow-dashboard/src/components/workflow-graph/index.ts

@@ -0,0 +1,2 @@
+export type { NodeState } from "./types.ts";
+export { WorkflowGraph } from "./workflow-graph.tsx";

packages/workflow-dashboard/src/components/workflow-graph/role-node.tsx

@@ -0,0 +1,69 @@
+import { Handle, type NodeProps, Position } from "@xyflow/react";
+import type { RoleNodeData } from "./types.ts";
+
+function borderColor(state: RoleNodeData["state"]): string {
+  switch (state) {
+    case "completed":
+      return "var(--color-success)";
+    case "active":
+      return "var(--color-accent)";
+    default:
+      return "var(--color-border)";
+  }
+}
+
+function stateIcon(state: RoleNodeData["state"]): string | null {
+  if (state === "completed") return "✓";
+  if (state === "active") return "●";
+  return null;
+}
+
+export function RoleNode(props: NodeProps) {
+  const data = props.data as RoleNodeData;
+  const icon = stateIcon(data.state);
+  const isActive = data.state === "active";
+  const handleStyle = {
+    background: "var(--color-text-muted)",
+    width: 6,
+    height: 6,
+    border: "none",
+  } as const;
+
+  return (
+    <div
+      className={`px-3 py-2 rounded-md border-2 text-xs font-medium cursor-pointer ${isActive ? "wf-node-pulse" : ""}`}
+      style={{
+        width: 180,
+        height: 60,
+        background: "var(--color-surface)",
+        borderColor: borderColor(data.state),
+        color: "var(--color-text)",
+        display: "flex",
+        flexDirection: "column",
+        justifyContent: "center",
+        boxSizing: "border-box",
+      }}
+      title={data.description}
+    >
+      <Handle type="target" position={Position.Top} style={handleStyle} isConnectable={false} />
+      <div className="flex items-center gap-1.5 font-mono">
+        {icon !== null && (
+          <span
+            style={{
+              color: data.state === "active" ? "var(--color-accent)" : "var(--color-success)",
+            }}
+          >
+            {icon}
+          </span>
+        )}
+        <span className="truncate">{data.label}</span>
+      </div>
+      {data.description !== "" && (
+        <div className="text-[10px] truncate mt-0.5" style={{ color: "var(--color-text-muted)" }}>
+          {data.description}
+        </div>
+      )}
+      <Handle type="source" position={Position.Bottom} style={handleStyle} isConnectable={false} />
+    </div>
+  );
+}

packages/workflow-dashboard/src/components/workflow-graph/terminal-node.tsx

@@ -0,0 +1,57 @@
+import { Handle, type NodeProps, Position } from "@xyflow/react";
+import type { TerminalNodeData } from "./types.ts";
+
+function borderColor(state: TerminalNodeData["state"]): string {
+  switch (state) {
+    case "completed":
+      return "var(--color-success)";
+    case "active":
+      return "var(--color-accent)";
+    default:
+      return "var(--color-border)";
+  }
+}
+
+function bgColor(state: TerminalNodeData["state"]): string {
+  if (state === "completed") return "var(--color-success)";
+  if (state === "active") return "var(--color-accent)";
+  return "var(--color-surface)";
+}
+
+export function TerminalNode(props: NodeProps) {
+  const data = props.data as TerminalNodeData;
+  const isStart = data.kind === "start";
+  const isActive = data.state === "active";
+  const handleStyle = {
+    background: "var(--color-text-muted)",
+    width: 6,
+    height: 6,
+    border: "none",
+  } as const;
+
+  return (
+    <div
+      className={`rounded-full border-2 flex items-center justify-center text-[10px] font-bold ${isActive ? "wf-node-pulse" : ""}`}
+      style={{
+        width: 40,
+        height: 40,
+        background: bgColor(data.state),
+        borderColor: borderColor(data.state),
+        color: data.state === "default" ? "var(--color-text-muted)" : "var(--color-bg)",
+      }}
+      title={isStart ? "Start" : "End"}
+    >
+      {isStart ? (
+        <Handle
+          type="source"
+          position={Position.Bottom}
+          style={handleStyle}
+          isConnectable={false}
+        />
+      ) : (
+        <Handle type="target" position={Position.Top} style={handleStyle} isConnectable={false} />
+      )}
+      {isStart ? "▶" : "■"}
+    </div>
+  );
+}

packages/workflow-dashboard/src/components/workflow-graph/types.ts

@@ -0,0 +1,29 @@
+import type { WorkflowGraphEdge } from "../../api.ts";
+
+export type NodeState = "default" | "completed" | "active";
+
+export type TerminalKind = "start" | "end";
+
+export type RoleNodeData = {
+  label: string;
+  description: string;
+  state: NodeState;
+  [key: string]: unknown;
+};
+
+export type TerminalNodeData = {
+  kind: TerminalKind;
+  state: NodeState;
+  [key: string]: unknown;
+};
+
+export type ConditionEdgeData = {
+  condition: string;
+  conditionDescription: string | null;
+  isFallback: boolean;
+  [key: string]: unknown;
+};
+
+export type GraphInput = {
+  edges: readonly WorkflowGraphEdge[];
+};