docs: update wf-stateless-design.md to reflect new/resume semantics

Refs #101

.changeset/bootstrap-onboarding.md

@@ -1,9 +0,0 @@
----
-"@united-workforce/cli": patch
----
-
-fix: expand bootstrap prompt with full onboarding and upgrade guide
-
-Bootstrap now covers two scenarios:
-- Fresh install: CLI + adapter installation, `uwf setup` configuration, skill installation, end-to-end verification
-- Upgrade: package update, skill regeneration, breaking change migrations (e.g. $START new/resume)

.changeset/bootstrap-preflight.md

@@ -1,8 +0,0 @@
----
-"@united-workforce/cli": patch
----
-
-fix: bootstrap adds Step 0 environment pre-flight check
-
-- Pre-flight checks for node, pnpm/npm, global bin PATH, hermes CLI with FIX instructions (#112)
-- Install commands changed from npm to pnpm (with npm fallback)

.changeset/bootstrap-schema-path.md

@@ -1,9 +0,0 @@
----
-"@united-workforce/cli": patch
-"@united-workforce/util": patch
----
-
-fix: workflow-authoring flat schema example uses enum, bootstrap adds PATH guidance
-
-- workflow-authoring: flat schema example uses `enum: [done]` instead of bare `const` (#110.3)
-- bootstrap: adds `which hermes` check and PATH guidance for venv installs (#110.4)

.changeset/bootstrap-ux-3.md

@@ -1,14 +0,0 @@
----
-"@united-workforce/cli": patch
----
-
-fix: improve bootstrap docs — agent discovery, pnpm/npm parity, preset provider table (#118, #120)
-
-- Step 1: detect installed agents (hermes/claude) before choosing adapter
-- Step 1: clarify adapter versions are independent from CLI — install @latest
-- Step 1: show pnpm and npm side-by-side
-- Step 1: add "adapter must be installed before `uwf setup --agent`" note
-- Step 1: add ACP verification step (hermes acp --help)
-- Step 2: `--agent` takes adapter command name (e.g. `uwf-hermes`), not npm package
-- Step 2: preset providers listed as a table with names and default base URLs
-- Remove uwf-builtin from supported adapters (not ready yet)

.changeset/bootstrap-ux-fixes.md

@@ -1,10 +0,0 @@
----
-"@united-workforce/cli": patch
----
-
-fix: preset provider base-url auto-fill, bootstrap ACP docs, friendlier name mismatch error
-
-- `uwf setup --provider dashscope` now auto-fills `--base-url` from preset list (#106)
-- Bootstrap guide documents uwf-hermes ACP dependency (`pip install hermes-agent[acp]`) (#107)
-- Bootstrap verify step uses inline workflow instead of missing `examples/eval-simple.yaml` (#107)
-- Workflow filename mismatch error now suggests how to fix it (#108)

.changeset/setup-ux-2.md

@@ -1,14 +0,0 @@
----
-"@united-workforce/cli": patch
-"@united-workforce/agent-hermes": patch
-"@united-workforce/agent-claude-code": patch
-"@united-workforce/agent-builtin": patch
-"@united-workforce/agent-mock": patch
----
-
-fix: suppress ExperimentalWarning, PEP 668 pip guidance, setup help (#116)
-
-- All CLI bins use shebang `#!/usr/bin/env -S node --disable-warning=ExperimentalWarning`
-- Remove NODE_OPTIONS injection from spawn (shebang handles it)
-- Bootstrap pip install guidance covers venv/pipx/source options for PEP 668 systems
-- `uwf setup --help` mentions interactive wizard mode

.changeset/setup-ux-improvements.md

@@ -1,12 +0,0 @@
----
-"@united-workforce/cli": patch
----
-
-fix: setup UX improvements (#114)
-
-- Setup validates adapter availability and prints install command if missing
-- Setup prints "Config saved to <path> ✓" on success
-- Spawn ENOENT gives actionable error ("not found in PATH" + which command)
-- SQLite ExperimentalWarning suppressed via NODE_OPTIONS in spawned processes
-- Bootstrap VERSION reads cli package version (was reading util version)
-- Bootstrap PATH guidance is shell-agnostic (no hardcoded .bashrc/.profile)

.changeset/workflow-authoring-docs.md

@@ -1,15 +0,0 @@
----
-"@united-workforce/cli": patch
-"@united-workforce/util": patch
----
-
-fix: unify $status to const-only, drop enum support (#123)
-
-Breaking: `$status` in frontmatter now requires `const` everywhere.
-`enum` is no longer accepted and will be rejected by the validator.
-
-- Validator: `hasStatusConst()` / `getConstStatuses()` replace enum-based checks
-- Error message: "must define $status as const (or oneOf with const)"
-- workflow-authoring docs: all examples use `const`, enum explicitly noted as unsupported
-- bootstrap hello.yaml: `$status: { const: done }`
-- All test fixtures migrated from enum to const/oneOf

packages/agent-builtin/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@united-workforce/agent-builtin",
-  "version": "0.1.2",
+  "version": "0.1.1",
   "files": [
     "src",
     "dist",

packages/agent-builtin/src/cli.ts

@@ -1,4 +1,4 @@
-#!/usr/bin/env -S node --disable-warning=ExperimentalWarning
+#!/usr/bin/env node
 
 // eslint-disable-next-line -- dynamic import for version
 const pkg = await import("../package.json", { with: { type: "json" } });

packages/agent-claude-code/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@united-workforce/agent-claude-code",
-  "version": "0.1.2",
+  "version": "0.1.1",
   "files": [
     "src",
     "dist",

packages/agent-claude-code/src/cli.ts

@@ -1,4 +1,4 @@
-#!/usr/bin/env -S node --disable-warning=ExperimentalWarning
+#!/usr/bin/env node
 
 // eslint-disable-next-line -- dynamic import for version
 const pkg = await import("../package.json", { with: { type: "json" } });

packages/agent-hermes/__tests__/issue-551.test.ts

@@ -15,8 +15,7 @@ describe("Issue #551 — bin entry & engines", () => {
     const pkg = JSON.parse(readFileSync(join(PKG_ROOT, "package.json"), "utf-8"));
     const binPath = pkg.bin["uwf-hermes"];
     const content = readFileSync(join(PKG_ROOT, binPath), "utf-8");
-    expect(content.startsWith("#!/usr/bin/env")).toBe(true);
-    expect(content).toContain("node");
+    expect(content.startsWith("#!/usr/bin/env node")).toBe(true);
   });
 
   test("README.md explains uwf-hermes is an adapter", () => {

packages/agent-hermes/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@united-workforce/agent-hermes",
-  "version": "0.1.3",
+  "version": "0.1.2",
   "files": [
     "src",
     "dist",

packages/agent-hermes/src/cli.ts

@@ -1,4 +1,4 @@
-#!/usr/bin/env -S node --disable-warning=ExperimentalWarning
+#!/usr/bin/env node
 
 // eslint-disable-next-line -- dynamic import for version
 const pkg = await import("../package.json", { with: { type: "json" } });

packages/agent-mock/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@united-workforce/agent-mock",
-  "version": "0.1.2",
+  "version": "0.1.1",
   "files": [
     "src",
     "dist",

packages/agent-mock/src/cli.ts

@@ -1,4 +1,4 @@
-#!/usr/bin/env -S node --disable-warning=ExperimentalWarning
+#!/usr/bin/env node
 
 // eslint-disable-next-line -- dynamic import for version
 const pkg = await import("../package.json", { with: { type: "json" } });

packages/cli/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@united-workforce/cli",
-  "version": "0.3.0",
+  "version": "0.1.1",
   "files": [
     "src",
     "dist",

packages/cli/src/__tests__/current-role.test.ts

@@ -28,13 +28,9 @@ roles:
       $status: "ready"
     frontmatter:
       type: object
-      oneOf:
-        - properties:
-            $status: { const: "ready" }
-          required: ["$status"]
-        - properties:
-            $status: { const: "not-ready" }
-          required: ["$status"]
+      required: ["$status"]
+      properties:
+        $status: { type: string, enum: ["ready", "not-ready"] }
   roleB:
     description: Second role
     goal: Do B
@@ -46,7 +42,7 @@ roles:
       type: object
       required: ["$status"]
       properties:
-        $status: { const: "done" }
+        $status: { type: string, enum: ["done"] }
 graph:
   $START:
     new:
@@ -86,13 +82,9 @@ roles:
       $status: "pass"
     frontmatter:
       type: object
-      oneOf:
-        - properties:
-            $status: { const: "pass" }
-          required: ["$status"]
-        - properties:
-            $status: { const: "fail" }
-          required: ["$status"]
+      required: ["$status"]
+      properties:
+        $status: { type: string, enum: ["pass", "fail"] }
   roleB:
     description: Pass role
     goal: Do B
@@ -104,7 +96,7 @@ roles:
       type: object
       required: ["$status"]
       properties:
-        $status: { const: "done" }
+        $status: { type: string, enum: ["done"] }
   roleC:
     description: Fail role
     goal: Do C
@@ -116,7 +108,7 @@ roles:
       type: object
       required: ["$status"]
       properties:
-        $status: { const: "done" }
+        $status: { type: string, enum: ["done"] }
 graph:
   $START:
     new:
@@ -163,7 +155,7 @@ roles:
       type: object
       required: ["$status"]
       properties:
-        $status: { const: "done" }
+        $status: { type: string, enum: ["done"] }
 graph:
   $START:
     new:

packages/cli/src/__tests__/prompt.test.ts

@@ -71,22 +71,12 @@ describe("prompt commands", () => {
   test("prompt bootstrap returns framework-agnostic setup instructions", () => {
     const result = cmdPromptBootstrap();
     expect(typeof result).toBe("string");
-    // Skills installation
     expect(result).toContain("uwf prompt usage");
     expect(result).toContain("uwf prompt workflow-authoring");
     expect(result).toContain("uwf prompt adapter-developing");
     expect(result).toContain("uwf-usage");
     expect(result).toContain("uwf-workflow-authoring");
     expect(result).toContain("uwf-adapter-developing");
-    // Fresh install scenario
-    expect(result).toContain("Fresh Install");
-    expect(result).toContain("uwf setup");
-    expect(result).toContain("--provider");
-    expect(result).toContain("--api-key");
-    expect(result).toContain("agent adapter");
-    // Upgrade scenario
-    expect(result).toContain("Upgrade");
-    expect(result).toContain("Migrate");
     // Should NOT contain Hermes-specific paths
     expect(result).not.toContain("~/.hermes/skills/");
     expect(result).not.toContain("> ~/.hermes/");

packages/cli/src/__tests__/thread-location.test.ts

@@ -54,7 +54,7 @@ roles:
       type: object
       required: ["$status"]
       properties:
-        $status: { const: "ready" }
+        $status: { type: string, enum: ["ready"] }
 graph:
   $START:
     new:
@@ -114,7 +114,7 @@ roles:
       type: object
       required: ["$status"]
       properties:
-        $status: { const: "ready" }
+        $status: { type: string, enum: ["ready"] }
 graph:
   $START:
     new:
@@ -161,7 +161,7 @@ roles:
       type: object
       required: ["$status"]
       properties:
-        $status: { const: "ready" }
+        $status: { type: string, enum: ["ready"] }
 graph:
   $START:
     new:

packages/cli/src/__tests__/thread-show-status.test.ts

@@ -31,7 +31,7 @@ roles:
       type: object
       required: ["$status"]
       properties:
-        $status: { const: "ready" }
+        $status: { type: string, enum: ["ready"] }
 graph:
   $START:
     new:

packages/cli/src/__tests__/thread-start-cwd-cli.test.ts

@@ -54,7 +54,7 @@ roles:
       type: object
       required: ["$status"]
       properties:
-        $status: { const: "ready" }
+        $status: { type: string, enum: ["ready"] }
 graph:
   $START:
     new:

packages/cli/src/__tests__/validate-semantic.test.ts

@@ -17,7 +17,7 @@ function makeWorkflow(overrides?: Partial<WorkflowPayload>): WorkflowPayload {
         frontmatter: {
           type: "object",
           properties: {
-            $status: { const: "done" },
+            $status: { enum: ["done"] },
             plan: { type: "string" },
           },
           required: ["$status", "plan"],
@@ -85,7 +85,7 @@ describe("Suite 1: Role Reference Integrity", () => {
       output: "None",
       frontmatter: {
         type: "object",
-        properties: { $status: { const: "done" } },
+        properties: { $status: { enum: ["done"] } },
         required: ["$status"],
       } as unknown as string,
     };
@@ -187,7 +187,7 @@ describe("Suite 2: Graph Structure", () => {
       output: "Isolated",
       frontmatter: {
         type: "object",
-        properties: { $status: { const: "done" } },
+        properties: { $status: { enum: ["done"] } },
         required: ["$status"],
       } as unknown as string,
     };
@@ -272,8 +272,8 @@ describe("Suite 3: Status-Edge Consistency", () => {
   });
 });
 
-describe("Suite 3b: Enum-Based $status is Rejected", () => {
-  test("3b.1 enum multi-exit is rejected (must use oneOf + const)", () => {
+describe("Suite 3b: Enum-Based Multi-Exit", () => {
+  test("3b.1 enum multi-exit passes with matching graph keys", () => {
     const wf = makeWorkflow();
     wf.roles.reviewer = {
       ...wf.roles.reviewer,
@@ -291,10 +291,52 @@ describe("Suite 3b: Enum-Based $status is Rejected", () => {
       rejected: { role: "writer", prompt: "Fix: {{{comments}}}", location: null },
     };
     const errors = validateWorkflow(wf);
-    expect(errors.some((e) => e.includes("must define") && e.includes("const"))).toBe(true);
+    expect(errors).toEqual([]);
   });
 
-  test("3b.2 enum single-exit is rejected (must use const)", () => {
+  test("3b.2 enum multi-exit with extra graph key", () => {
+    const wf = makeWorkflow();
+    wf.roles.reviewer = {
+      ...wf.roles.reviewer,
+      frontmatter: {
+        type: "object",
+        properties: {
+          $status: { enum: ["approved", "rejected"] },
+          comments: { type: "string" },
+        },
+        required: ["$status", "comments"],
+      } as unknown as string,
+    };
+    wf.graph.reviewer = {
+      approved: { role: "$END", prompt: "Done", location: null },
+      rejected: { role: "writer", prompt: "Fix", location: null },
+      timeout: { role: "$END", prompt: "Timed out", location: null },
+    };
+    const errors = validateWorkflow(wf);
+    expect(errors.some((e) => e.includes("extra status keys: timeout"))).toBe(true);
+  });
+
+  test("3b.3 enum multi-exit with missing graph key", () => {
+    const wf = makeWorkflow();
+    wf.roles.reviewer = {
+      ...wf.roles.reviewer,
+      frontmatter: {
+        type: "object",
+        properties: {
+          $status: { enum: ["approved", "rejected"] },
+          comments: { type: "string" },
+        },
+        required: ["$status", "comments"],
+      } as unknown as string,
+    };
+    wf.graph.reviewer = {
+      approved: { role: "$END", prompt: "Done", location: null },
+    };
+    const errors = validateWorkflow(wf);
+    expect(errors.some((e) => e.includes("missing status keys: rejected"))).toBe(true);
+  });
+
+  test("3b.4 enum with single explicit value passes", () => {
     const wf = makeWorkflow();
     wf.roles.writer = {
       ...wf.roles.writer,
@@ -309,71 +351,28 @@ describe("Suite 3b: Enum-Based $status is Rejected", () => {
     };
     wf.graph.writer = { ready: { role: "reviewer", prompt: "Review: {{{plan}}}", location: null } };
     const errors = validateWorkflow(wf);
-    expect(errors.some((e) => e.includes("must define") && e.includes("const"))).toBe(true);
-  });
-});
-
-describe("Suite 3c: Const-Based Flat Schema", () => {
-  test("3c.1 flat schema with const $status passes validation", () => {
-    const wf = makeWorkflow();
-    wf.roles.writer = {
-      ...wf.roles.writer,
-      frontmatter: {
-        type: "object",
-        properties: {
-          $status: { const: "done" },
-          plan: { type: "string" },
-        },
-        required: ["$status", "plan"],
-      } as unknown as string,
-    };
-    const errors = validateWorkflow(wf);
     expect(errors).toEqual([]);
   });
 
-  test("3c.2 flat schema with const $status detects extra graph key", () => {
+  test("3b.5 enum multi-exit mustache var not in frontmatter", () => {
     const wf = makeWorkflow();
-    wf.roles.writer = {
-      ...wf.roles.writer,
+    wf.roles.reviewer = {
+      ...wf.roles.reviewer,
       frontmatter: {
         type: "object",
         properties: {
-          $status: { const: "done" },
-          plan: { type: "string" },
+          $status: { enum: ["approved", "rejected"] },
+          comments: { type: "string" },
         },
-        required: ["$status", "plan"],
+        required: ["$status", "comments"],
       } as unknown as string,
     };
-    wf.graph.writer = {
-      done: { role: "reviewer", prompt: "Review.", location: null },
-      extra: { role: "$END", prompt: "Nope.", location: null },
+    wf.graph.reviewer = {
+      approved: { role: "$END", prompt: "Done: {{{nonexistent}}}", location: null },
+      rejected: { role: "writer", prompt: "Fix: {{{comments}}}", location: null },
     };
     const errors = validateWorkflow(wf);
-    expect(errors.some((e) => e.includes("extra status keys") && e.includes("extra"))).toBe(true);
-  });
-
-  test("3c.3 flat schema with const $status validates mustache vars", () => {
-    const wf = makeWorkflow();
-    wf.roles.writer = {
-      ...wf.roles.writer,
-      frontmatter: {
-        type: "object",
-        properties: {
-          $status: { const: "done" },
-          plan: { type: "string" },
-        },
-        required: ["$status", "plan"],
-      } as unknown as string,
-    };
-    wf.graph.writer = {
-      done: { role: "reviewer", prompt: "Review: {{{nonexistent}}}", location: null },
-    };
-    const errors = validateWorkflow(wf);
-    expect(
-      errors.some(
-        (e) => e.includes('prompt variable "nonexistent"') && e.includes('role "writer"'),
-      ),
-    ).toBe(true);
+    expect(errors.some((e) => e.includes("nonexistent") && e.includes("not found"))).toBe(true);
   });
 });
 
@@ -481,7 +480,7 @@ describe("Suite 6: Multiple Errors Collection", () => {
       output: "None",
       frontmatter: {
         type: "object",
-        properties: { $status: { const: "done" } },
+        properties: { $status: { enum: ["done"] } },
         required: ["$status"],
       } as unknown as string,
     };

packages/cli/src/__tests__/workflow-resolution.test.ts

@@ -31,7 +31,7 @@ function makeMinimalPayload(name: string, description: string): WorkflowPayload
         frontmatter: {
           type: "object",
           properties: {
-            $status: { const: "done" },
+            $status: { type: "string", enum: ["done"] },
           },
           required: ["$status"],
         } as unknown as CasRef,

packages/cli/src/cli.ts

@@ -1,4 +1,4 @@
-#!/usr/bin/env -S node --disable-warning=ExperimentalWarning
+#!/usr/bin/env node
 
 import type { CasRef, ThreadId, ThreadStatus } from "@united-workforce/protocol";
 import { Command } from "commander";
@@ -11,7 +11,7 @@ import {
   cmdPromptUsage,
   cmdPromptWorkflowAuthoring,
 } from "./commands/prompt.js";
-import { cmdSetup, cmdSetupInteractive, resolvePresetBaseUrl } from "./commands/setup.js";
+import { cmdSetup, cmdSetupInteractive } from "./commands/setup.js";
 import { cmdStepFork, cmdStepList, cmdStepRead, cmdStepShow } from "./commands/step.js";
 import {
   cmdThreadCancel,
@@ -542,7 +542,7 @@ prompt
 
 program
   .command("setup")
-  .description("Configure provider, model, and agent. Run without options for interactive wizard.")
+  .description("Configure provider, model, and agent")
   .option("--provider <name>", "Provider name")
   .option("--base-url <url>", "OpenAI-compatible API base URL")
   .option("--api-key <key>", "API key")
@@ -558,14 +558,10 @@ program
     }) => {
       const storageRoot = resolveStorageRoot();
       runAction(async () => {
-        // Resolve preset base-url when provider is known but --base-url is omitted
-        const resolvedBaseUrl =
-          opts.baseUrl ??
-          (opts.provider !== undefined ? resolvePresetBaseUrl(opts.provider) : null);
-        if (opts.provider && resolvedBaseUrl && opts.apiKey && opts.model) {
+        if (opts.provider && opts.baseUrl && opts.apiKey && opts.model) {
           const result = await cmdSetup({
             provider: opts.provider,
-            baseUrl: resolvedBaseUrl,
+            baseUrl: opts.baseUrl,
             apiKey: opts.apiKey,
             model: opts.model,
             agent: opts.agent ?? undefined,
@@ -576,7 +572,7 @@ program
           await cmdSetupInteractive(storageRoot);
         } else {
           throw new Error(
-            "Non-interactive setup requires: --provider, --api-key, --model (--base-url is optional for preset providers)",
+            "Non-interactive setup requires all of: --provider, --base-url, --api-key, --model",
           );
         }
       });

packages/cli/src/commands/prompt.ts

@@ -1,35 +1,10 @@
-import { readFileSync } from "node:fs";
-import { dirname, join } from "node:path";
-import { fileURLToPath } from "node:url";
 import {
   generateAdapterDevelopingReference,
   generateUsageReference,
   generateWorkflowAuthoringReference,
+  VERSION,
 } from "@united-workforce/util";
 
-// CLI package version (for bootstrap prompt — uwf --version prints this)
-// Walk up from __dirname to find the nearest package.json (works from both src/ and dist/)
-function _findCliVersion(): string {
-  let dir = dirname(fileURLToPath(import.meta.url));
-  for (let i = 0; i < 5; i++) {
-    const candidate = join(dir, "package.json");
-    try {
-      const pkg = JSON.parse(readFileSync(candidate, "utf-8")) as {
-        name?: string;
-        version?: string;
-      };
-      if (pkg.name === "@united-workforce/cli") {
-        return pkg.version ?? "0.0.0";
-      }
-    } catch {
-      // not found, keep walking
-    }
-    dir = dirname(dir);
-  }
-  return "0.0.0";
-}
-const CLI_VERSION = _findCliVersion();
-
 export {
   generateAdapterDevelopingReference as cmdPromptAdapterDeveloping,
   generateUsageReference as cmdPromptUsage,
@@ -47,275 +22,33 @@ export function cmdPromptList(): ReadonlyArray<string> {
 }
 
 export function cmdPromptBootstrap(): string {
-  return `# uwf Bootstrap
+  return `# uwf Skill Bootstrap
 
-Set up or upgrade uwf (United Workforce) — from zero to running your first workflow.
+Install or update the uwf (United Workforce) skills for your agent.
 
-## Scenario A: Fresh Install
+## Steps
 
-### Step 0 — Environment pre-flight check
-
-Run ALL checks below BEFORE installing anything. If any check fails, fix it first — do NOT skip ahead.
-
-\`\`\`bash
-# 1. Node.js
-node --version   # need v20+
-# FIX: install via nvm (https://github.com/nvm-sh/nvm) or your OS package manager
-
-# 2. Package manager — pnpm (preferred) or npm
-pnpm --version || npm --version
-# FIX for pnpm: corepack enable pnpm   (Node 20+)
-#   or: npm install -g pnpm
-# If pnpm is not an option, npm works too — adjust install commands below
-
-# 3. Global bin directory is in PATH
-# For pnpm:
-pnpm bin -g       # prints the global bin directory
-# For npm:
-npm prefix -g     # global prefix; bin is <prefix>/bin
-# The directory printed above MUST be in your PATH.
-# Test: echo \\$PATH | tr ':' '\\\\n'
-# FIX: add the missing directory to your shell's startup file
-#   (e.g. ~/.bashrc, ~/.zshrc, ~/.profile, or fish config):
-#   export PATH="<global-bin-dir>:$PATH"
-\`\`\`
-
-**All checks must pass before continuing.** If you had to modify PATH, verify the change persists by opening a new shell or sourcing your shell config.
-
-### Step 1 — Discover agents and install adapter
-
-**First, detect which supported agents are already installed on the user's machine:**
-
-\`\`\`bash
-# Check for Hermes Agent
-which hermes 2>/dev/null && hermes --version
-
-# Check for Claude Code
-which claude 2>/dev/null && claude --version   # should show "X.Y.Z (Claude Code)"
-\`\`\`
-
-**Based on the results:**
-
-- **Only hermes found** → install \`uwf-hermes\` adapter
-- **Only claude found** → install \`uwf-claude-code\` adapter
-- **Both found** → ask the user which agent they want uwf to use as default
-- **Neither found** → the user must install at least one agent first:
-  - Hermes Agent: https://hermes-agent.nousresearch.com/docs
-  - Claude Code: \`npm install -g @anthropic-ai/claude-code\`
-
-**Install the uwf CLI and the chosen adapter** using pnpm or npm:
-
-\`\`\`bash
-# CLI (required)
-pnpm add -g @united-workforce/cli       # or: npm install -g @united-workforce/cli
-
-# Adapter — install the one matching the detected agent:
-pnpm add -g @united-workforce/agent-hermes       # or: npm i -g @united-workforce/agent-hermes
-pnpm add -g @united-workforce/agent-claude-code   # or: npm i -g @united-workforce/agent-claude-code
-\`\`\`
-
-**⚠ Adapter versions are independent from CLI versions.** Do NOT try to match adapter version to CLI version. Just install \`@latest\` (the default).
-
-**After installing, verify that \`uwf\` and the adapter are available in PATH:**
-
-\`\`\`bash
-uwf --version          # should print ${CLI_VERSION}
-uwf-hermes --version   # or: uwf-claude-code --version
-\`\`\`
-
-If either command is not found, the global bin directory is not in the current shell's PATH. **You must fix this before continuing:**
-
-1. Find where the binary was installed:
+1. **Check if uwf CLI is installed:**
    \`\`\`bash
-   find ~/.local ~/.hermes /usr/local -name uwf -type f 2>/dev/null
-   npm prefix -g    # global prefix — bin is <prefix>/bin
+   uwf --help
    \`\`\`
-2. Add the directory to PATH permanently by appending to the user's shell config (e.g. \`~/.bashrc\`, \`~/.zshrc\`, \`~/.profile\`, or fish config):
-   \`\`\`bash
-   export PATH="<global-bin-dir>:$PATH"
-   \`\`\`
-3. Source the updated config or open a new shell, then re-verify the commands work.
+   If not installed: \`npm install -g @united-workforce/cli\`
+   Current version: ${VERSION}
 
-**uwf-hermes** also requires the Hermes ACP plugin. Verify with \`hermes acp --help\`. If not available, install it:
-\`\`\`bash
-# Option A: install into hermes venv (recommended)
-source ~/.hermes/hermes-agent/.venv/bin/activate && pip install hermes-agent[acp]
+2. **Install the skills** by running each command below and creating a skill from its output:
+   - Run \`uwf prompt usage\` → create a skill named \`uwf-usage\`
+   - Run \`uwf prompt workflow-authoring\` → create a skill named \`uwf-workflow-authoring\`
+   - Run \`uwf prompt adapter-developing\` → create a skill named \`uwf-adapter-developing\`
 
-# Option B: pipx
-pipx install 'hermes-agent[acp]'
+   Each command outputs a complete SKILL.md with YAML frontmatter — use your agent framework's skill creation API to save them.
 
-# Option C: if installed from source
-pip install -e '.[acp]'
-\`\`\`
+3. **Verify** the skills are loadable by your agent framework.
 
-### Step 2 — Configure provider and model
+## Updating
 
-uwf needs an LLM provider to run agents. **Ask the user** for their provider, API key, and model, then run:
-
-\`\`\`bash
-uwf setup --provider <name> --api-key <key> --model <model> --agent <adapter-command>
-\`\`\`
-
-**Note:** \`--agent\` takes the adapter **command name** (e.g. \`uwf-hermes\`), not the npm package name.
-
-**Preset providers** — when using a preset name, \`--base-url\` is auto-filled and can be omitted:
-
-| Provider | Name | Default base URL |
-|----------|------|-----------------|
-| OpenAI | \`openai\` | https://api.openai.com/v1 |
-| xAI | \`xai\` | https://api.x.ai/v1 |
-| OpenRouter | \`openrouter\` | https://openrouter.ai/api/v1 |
-| Venice | \`venice\` | https://api.venice.ai/api/v1 |
-| Dashscope | \`dashscope\` | https://dashscope.aliyuncs.com/compatible-mode/v1 |
-| DeepSeek | \`deepseek\` | https://api.deepseek.com/v1 |
-| SiliconFlow | \`siliconflow\` | https://api.siliconflow.cn/v1 |
-| VolcEngine | \`volcengine\` | https://ark.cn-beijing.volces.com/api/v3 |
-| Kimi (Moonshot) | \`kimi\` | https://api.moonshot.cn/v1 |
-| GLM (Zhipu AI) | \`glm\` | https://open.bigmodel.cn/api/paas/v4 |
-| StepFun | \`stepfun\` | https://api.stepfun.com/v1 |
-| MiniMax | \`minimax\` | https://api.minimax.io/v1 |
-| Ollama (local) | \`ollama\` | http://localhost:11434/v1 |
-
-For **non-preset providers**, you must specify \`--base-url\` manually.
-
-Example:
-\`\`\`bash
-uwf setup --provider openrouter --api-key sk-or-... --model anthropic/claude-sonnet-4 --agent uwf-hermes
-\`\`\`
-
-If the user doesn't know what to choose, suggest \`openrouter\` with \`anthropic/claude-sonnet-4\` as a sensible default.
-
-Config is saved to \`~/.uwf/config.yaml\`. Verify with \`cat ~/.uwf/config.yaml\`.
-
-### Step 3 — Install skills
-
-Run each command and create a skill from its output:
-
-\`\`\`bash
-uwf prompt usage               # → save as skill "uwf-usage"
-uwf prompt workflow-authoring  # → save as skill "uwf-workflow-authoring"
-uwf prompt adapter-developing  # → save as skill "uwf-adapter-developing"
-\`\`\`
-
-Each command outputs a complete SKILL.md with YAML frontmatter. Use your agent framework's skill creation API to save them (e.g. \`skill_manage(action='create', name='uwf-usage', content=<output>)\`).
-
-Verify skills are installed by listing them (e.g. \`skills_list()\`) and confirming all three appear.
-
-**⚠ After saving all skills, start a new session** so the agent loads the updated skill content. Skills saved in the current session are not active until the next session.
-
-### Step 4 — Verify end-to-end
-
-Create a minimal workflow file to test your setup:
-
-\`\`\`bash
-cat > /tmp/hello.yaml << 'YAML'
-name: hello
-description: Minimal smoke test
-roles:
-  greeter:
-    description: "Greet the user"
-    goal: "Respond with a friendly greeting"
-    capabilities: []
-    procedure: "Write a short greeting based on the prompt."
-    output: "A greeting message."
-    frontmatter:
-      type: object
-      properties:
-        $status: { const: done }
-        message: { type: string }
-      required: [$status, message]
-graph:
-  $START:
-    new: { role: greeter, prompt: "Say hello to the user." }
-    resume: { role: greeter, prompt: "Greet the user again." }
-  greeter:
-    done: { role: "$END", prompt: "Done." }
-YAML
-\`\`\`
-
-Then run:
-
-\`\`\`bash
-uwf thread start /tmp/hello.yaml -p "Hello, world!"
-uwf thread exec <thread-id>
-uwf thread show <thread-id>
-\`\`\`
-
-If the thread reaches \`$END\` with status \`completed\`, the setup is working.
-
-## Scenario B: Upgrade from Previous Version
-
-### Step 1 — Update packages
-
-\`\`\`bash
-# Using pnpm
-pnpm add -g @united-workforce/cli@latest
-
-# Using npm
-npm install -g @united-workforce/cli@latest
-\`\`\`
-
-\`\`\`bash
-uwf --version   # should print ${CLI_VERSION}
-\`\`\`
-
-Also update your adapter(s):
-
-\`\`\`bash
-# pnpm
-pnpm add -g @united-workforce/agent-hermes@latest
-
-# npm
-npm install -g @united-workforce/agent-hermes@latest
-\`\`\`
-
-### Step 2 — Regenerate skills
-
-Skill content is bundled with the CLI — always regenerate after upgrading:
-
-\`\`\`bash
-uwf prompt usage               # → update skill "uwf-usage"
-uwf prompt workflow-authoring  # → update skill "uwf-workflow-authoring"
-uwf prompt adapter-developing  # → update skill "uwf-adapter-developing"
-\`\`\`
-
-**⚠ After updating skills, start a new session** to load the new skill content.
-
-### Step 3 — Migrate workflow YAML files (if needed)
-
-Check the changelog for breaking changes. Known migrations:
-
-- **v0.2.0**: \`$START._\` → \`$START.new\` + \`$START.resume\`. All workflow YAML files must be updated:
-  \`\`\`yaml
-  # Before (v0.1.x)
-  $START:
-    _: { role: planner, prompt: "..." }
-
-  # After (v0.2.0+)
-  $START:
-    new: { role: planner, prompt: "..." }
-    resume: { role: planner, prompt: "Review previous run and continue." }
-  \`\`\`
-
-Update all \`.workflow/\` and \`.workflows/\` YAML files in your projects. \`uwf workflow add\` will reject files with the old \`_\` syntax.
-
-- **v0.2.1**: \`$status: { enum: [value] }\` → \`$status: { const: "value" }\`. The validator no longer accepts \`enum\` for \`$status\`. Update all workflow YAML files:
-  \`\`\`yaml
-  # Before (v0.2.0)
-  $status: { enum: [done] }
-  $status: { type: string, enum: ["ready", "failed"] }
-
-  # After (v0.2.1+)
-  $status: { const: "done" }
-  # For multi-exit, use oneOf with const (unchanged)
-  \`\`\`
-
-### Step 4 — Verify
-
-\`\`\`bash
-uwf thread start <your-workflow> -p "upgrade test"
-uwf thread exec <thread-id>
-\`\`\`
+When \`uwf\` is upgraded, re-run \`uwf prompt bootstrap\` and follow the steps again.
+The skill content is bundled with the CLI — always use \`uwf prompt <name>\` to get
+content matching your installed version.
 
 ## Available prompts
 
@@ -324,7 +57,6 @@ uwf prompt list                # list available prompt names
 uwf prompt usage               # CLI usage guide
 uwf prompt workflow-authoring  # workflow YAML design guide
 uwf prompt adapter-developing  # building agent adapters
-uwf prompt bootstrap           # this guide
 \`\`\`
 `;
 }

packages/cli/src/commands/setup.ts

@@ -1,4 +1,3 @@
-import { execFileSync } from "node:child_process";
 import { existsSync, mkdirSync, readdirSync, readFileSync, statSync, writeFileSync } from "node:fs";
 import { join } from "node:path";
 import { stdin as input, stdout as output } from "node:process";
@@ -73,12 +72,6 @@ const PRESET_PROVIDERS = [
   { name: "ollama", label: "Ollama (local)", baseUrl: "http://localhost:11434/v1" },
 ] as const;
 
-/** Look up the base URL for a preset provider name. Returns null if not a preset. */
-export function resolvePresetBaseUrl(providerName: string): string | null {
-  const preset = PRESET_PROVIDERS.find((p) => p.name === providerName);
-  return preset !== undefined ? preset.baseUrl : null;
-}
-
 type SetupArgs = {
   provider: string;
   baseUrl: string;
@@ -182,6 +175,7 @@ export async function _discoverAgents(): Promise<string[]> {
 
 async function _tryWhichDiscovery(): Promise<string[] | null> {
   try {
+    const { execFileSync } = await import("node:child_process");
     const text = execFileSync("which", ["-a", "uwf-hermes", "uwf-claude-code", "uwf-cursor"], {
       encoding: "utf-8",
       stdio: ["pipe", "pipe", "pipe"],
@@ -397,37 +391,6 @@ function mergeConfig(existing: Record<string, unknown>, args: SetupArgs): Record
   };
 }
 
-/**
- * Check if the configured adapter binary (and its dependencies) are in PATH.
- * Returns warnings array — empty means all good.
- */
-export function _checkAdapterAvailability(agentName: string): string[] {
-  const warnings: string[] = [];
-  const binary = `uwf-${agentName}`;
-
-  try {
-    execFileSync("which", [binary], { encoding: "utf8", stdio: ["pipe", "pipe", "pipe"] });
-  } catch {
-    warnings.push(
-      `${binary} not found in PATH. Install it: pnpm add -g @united-workforce/agent-${agentName}`,
-    );
-    return warnings; // skip dependency check if adapter itself is missing
-  }
-
-  // uwf-hermes depends on hermes CLI
-  if (agentName === "hermes") {
-    try {
-      execFileSync("which", ["hermes"], { encoding: "utf8", stdio: ["pipe", "pipe", "pipe"] });
-    } catch {
-      warnings.push(
-        'hermes CLI not found in PATH (required by uwf-hermes). Fix: export PATH="$HOME/.hermes/hermes-agent/.venv/bin:$PATH"',
-      );
-    }
-  }
-
-  return warnings;
-}
-
 /**
  * Non-interactive setup. All required args provided via CLI flags.
  */
@@ -442,26 +405,15 @@ export async function cmdSetup(args: SetupArgs): Promise<Record<string, unknown>
 
   writeFileSync(configPath, stringify(merged, { indent: 2 }), "utf8");
 
-  // Print config path to stderr (stdout is reserved for JSON output)
-  console.error(`Config saved to ${configPath} ✓`);
-
   // Validate model connectivity
   const validation = await validateModel(args.baseUrl, args.apiKey, args.model);
 
-  // Check adapter availability
-  const agentName = _agentNameFromBinary(args.agent ?? "hermes");
-  const adapterWarnings = _checkAdapterAvailability(agentName);
-  for (const w of adapterWarnings) {
-    console.error(`⚠ ${w}`);
-  }
-
   return {
     configPath,
     provider: args.provider,
     model: args.model,
     defaultAgent: merged.defaultAgent,
     validation,
-    adapterWarnings,
   };
 }
 

packages/cli/src/commands/thread.ts

@@ -1004,12 +1004,6 @@ function spawnAgent(
     });
   } catch (e) {
     const err = e as NodeJS.ErrnoException & { stderr?: Buffer | string | null };
-    if (err.code === "ENOENT") {
-      failStep(
-        plog,
-        `"${agent.command}" not found in PATH. Install it or check your PATH config. Run: which ${agent.command}`,
-      );
-    }
     const stderr =
       err.stderr == null
         ? ""

packages/cli/src/validate-semantic.ts

@@ -24,22 +24,22 @@ function isOneOfSchema(fm: unknown): fm is SchemaObj & { oneOf: SchemaObj[] } {
   return Array.isArray(obj.oneOf);
 }
 
-/** Check if a frontmatter schema declares "$status" as const (flat schema form). */
-function hasStatusConst(fm: unknown): boolean {
+/** Check if a frontmatter schema declares "$status" as an enum (the required form for user roles). */
+function hasStatusEnum(fm: unknown): boolean {
   if (typeof fm !== "object" || fm === null) return false;
   const obj = fm as SchemaObj;
   const props = obj.properties as Record<string, SchemaObj> | undefined;
   if (!props?.$status) return false;
-  return typeof props.$status.const === "string";
+  return Array.isArray(props.$status.enum);
 }
 
-/** Extract status values from a const-based $status field. */
-function getConstStatuses(fm: SchemaObj): string[] {
+/** Extract status values from an enum-based $status field. */
+function getEnumStatuses(fm: SchemaObj): string[] {
   const props = fm.properties as Record<string, SchemaObj> | undefined;
   if (!props?.$status) return [];
   const statusDef = props.$status;
-  if (typeof statusDef.const === "string") return [statusDef.const];
-  return [];
+  if (!Array.isArray(statusDef.enum)) return [];
+  return statusDef.enum as string[];
 }
 
 /** Get property names from a schema object. */
@@ -248,21 +248,21 @@ function checkRoleConsistency(payload: WorkflowPayload, errors: string[]): void
       checkOneOfDiscriminant(roleName, variants, statuses, errors);
       checkStatusEdges(roleName, graphKeys, new Set(statuses), errors);
       checkMultiExitMustache(roleName, graphEntry, variants, errors);
-    } else if (hasStatusConst(fm)) {
-      const statuses = getConstStatuses(fm as SchemaObj);
+    } else if (hasStatusEnum(fm)) {
+      const statuses = getEnumStatuses(fm as SchemaObj);
       checkStatusEdges(roleName, graphKeys, new Set(statuses), errors);
-      // For const-based flat schemas, mustache vars come from the flat properties
-      checkFlatMustache(roleName, graphEntry, fm as SchemaObj, errors);
+      // For enum-based schemas, mustache vars come from the flat properties
+      checkEnumMustache(roleName, graphEntry, fm as SchemaObj, errors);
     } else {
       errors.push(
-        `role "${roleName}" must define "$status" as const (or oneOf with const) in frontmatter`,
+        `role "${roleName}" must define "$status" as an enum (or oneOf const) in frontmatter`,
       );
     }
   }
 }
 
 /** Check mustache vars in all edge prompts against flat schema properties. */
-function checkFlatMustache(
+function checkEnumMustache(
   roleName: string,
   graphEntry: Record<string, { role: string; prompt: string }>,
   fm: SchemaObj,

packages/cli/src/validate.ts

@@ -99,7 +99,7 @@ export function checkWorkflowFilenameConsistency(
 ): string | null {
   const expected = workflowNameFromPath(filePath);
   if (payload.name !== expected) {
-    return `workflow name mismatch: file "${basename(filePath)}" implies name "${expected}" but YAML declares name "${payload.name}". Either rename the file to "${payload.name}.yaml" or change the YAML \`name\` field to "${expected}"`;
+    return `workflow name mismatch: file "${basename(filePath)}" implies name "${expected}" but YAML declares name "${payload.name}"`;
   }
   return null;
 }

packages/util-agent/__tests__/build-output-format-instruction.test.ts

@@ -143,7 +143,7 @@ describe("buildOutputFormatInstruction", () => {
         {
           type: "object",
           properties: {
-            $status: { const: "approved" },
+            $status: { type: "string", enum: ["approved"] },
             branch: { type: "string" },
           },
           required: ["$status"],
@@ -151,7 +151,7 @@ describe("buildOutputFormatInstruction", () => {
         {
           type: "object",
           properties: {
-            $status: { const: "rejected" },
+            $status: { type: "string", enum: ["rejected"] },
             comments: { type: "string" },
           },
           required: ["$status"],

packages/util/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@united-workforce/util",
-  "version": "0.1.3",
+  "version": "0.1.1",
   "files": [
     "src",
     "dist",

packages/util/src/index.ts

@@ -15,7 +15,7 @@ export {
   validateFrontmatter,
 } from "./frontmatter-markdown/index.js";
 export { createLogger } from "./logger.js";
-
+export { generateModeratorReference } from "./moderator-reference.js";
 export type {
   CreateProcessLoggerOptions,
   ProcessLogFn,
@@ -35,3 +35,4 @@ export { extractUlidTimestamp, generateUlid } from "./ulid.js";
 export { generateUsageReference } from "./usage-reference.js";
 export { VERSION } from "./version.js";
 export { generateWorkflowAuthoringReference } from "./workflow-authoring-reference.js";
+export { generateYamlReference } from "./yaml-reference.js";

packages/util/src/moderator-reference.ts

@@ -0,0 +1,57 @@
+export function generateModeratorReference(): string {
+  return `# Moderator Reference
+
+## Overview
+
+The moderator is the workflow engine's routing component. It evaluates the directed graph defined in the workflow YAML to determine the next role (or \`$END\`) after each step — with zero LLM cost.
+
+## Status-Based Routing
+
+The moderator uses **status-based routing**: it inspects the previous step's extracted output (specifically the \`$status\` field) and looks up the corresponding edge in the graph.
+
+### Graph Structure
+
+The graph is a nested map: \`Record<Role | "$START", Record<Status, Target>>\`. Each role maps its possible \`$status\` values to a target with a \`role\` and \`prompt\`:
+
+\`\`\`yaml
+graph:
+  $START:
+    new: { role: planner, prompt: "Analyze the issue." }
+    resume: { role: planner, prompt: "Review the previous run output and continue." }
+  planner:
+    ready: { role: developer, prompt: "Implement the plan (CAS hash: {{{plan}}})." }
+    insufficient_info: { role: $END, prompt: "Not enough info." }
+  developer:
+    done: { role: reviewer, prompt: "Review branch {{{branch}}} at {{{worktree}}}." }
+    failed: { role: $END, prompt: "Developer failed: {{{reason}}}." }
+  reviewer:
+    approved: { role: tester, prompt: "Run tests on {{{branch}}} at {{{worktree}}}." }
+    rejected: { role: developer, prompt: "Fix issues: {{{comments}}}." }
+\`\`\`
+
+### Routing Algorithm
+
+1. Look up \`graph[lastRole]\` to get the status map for the current role
+2. Look up \`statusMap[lastOutput.$status]\` to get the target
+3. If target role is \`$END\`, mark thread as completed
+4. Otherwise, render the edge prompt (Mustache templates with \`{{{field}}}\` from output) and spawn the next agent
+
+### Edge Prompts and Mustache Templates
+
+Edge prompts use triple-brace Mustache syntax (\`{{{field}}}\`) to interpolate values from the previous step's output into the next agent's task prompt. This passes structured data (branch names, file paths, CAS hashes) between roles without manual wiring.
+
+## Special Nodes
+
+- \`$START\` — entry point; uses status keys \`new\` (first start) and \`resume\` (resuming a completed thread)
+- \`$END\` — terminal node; thread completes when reached and is moved to history
+
+## Integration with Steps
+
+Each \`uwf thread exec\` cycle:
+1. Moderator reads the thread's head step output
+2. Looks up \`graph[lastRole][output.$status]\` to pick the next role
+3. If next is \`$END\`, marks thread as completed
+4. Otherwise, renders the edge prompt and spawns the agent for the selected role
+5. Extract pipeline parses agent output → new step node → append to CAS chain
+`;
+}

packages/util/src/workflow-authoring-reference.ts

@@ -28,7 +28,6 @@ roles:                         # named actors
       2. Do that
     output: "..."              # what the agent should produce
     frontmatter:               # JSON Schema for structured output
-      type: object
       oneOf:
         - properties:
             $status: { const: "ready" }
@@ -72,13 +71,10 @@ The \`frontmatter\` field is a standard JSON Schema. It defines the structured f
 
 ### \`$status\` Field
 
-\`$status\` is the only standard field. Its value determines which graph edge the moderator follows.
-
-**Multi-exit (oneOf)** — use \`const\` to constrain each variant:
+\`$status\` is the only standard field. Its value determines which graph edge the moderator follows. Use \`const\` to constrain each variant:
 
 \`\`\`yaml
 frontmatter:
-  type: object
   oneOf:
     - properties:
         $status: { const: "done" }
@@ -90,26 +86,22 @@ frontmatter:
       required: [$status, error]
 \`\`\`
 
-**Single-exit (flat schema)** — same syntax, just no \`oneOf\` wrapper:
+### Custom Fields
+
+Add any fields you need for data passing between roles. These are available in edge prompts via Mustache templates.
+
+### Flat Schema (Single Status)
+
+When a role has only one outcome:
 
 \`\`\`yaml
 frontmatter:
-  type: object
   properties:
     $status: { const: "done" }
     summary: { type: string }
   required: [$status, summary]
 \`\`\`
 
-**Important rules:**
-- \`type: object\` is **required** at the top level of frontmatter (both flat and oneOf)
-- \`$status\` always uses \`const: "value"\` — simple and consistent
-- \`enum\` is **not supported** for \`$status\` — the validator will reject it
-
-### Custom Fields
-
-Add any fields you need for data passing between roles. These are available in edge prompts via Mustache templates.
-
 ## Graph Routing
 
 The graph maps each role's \`$status\` values to the next role:

packages/util/src/yaml-reference.ts

@@ -0,0 +1,83 @@
+export function generateYamlReference(): string {
+  return `# Workflow YAML Schema Reference
+
+## Top-Level Structure
+
+A workflow YAML file defines the complete workflow specification:
+
+\`\`\`yaml
+name: solve-issue          # verb-first kebab-case identifier
+description: "..."         # human-readable description
+
+roles:                     # named actors in the workflow
+  planner:
+    description: "Analyzes issue and outputs a plan"
+    goal: "You are a planning agent."
+    capabilities:
+      - issue-analysis
+      - planning
+    procedure: |
+      1. Read the issue
+      2. Produce a test spec
+    output: "Output the plan summary. Set $status to ready or insufficient_info."
+    frontmatter:           # JSON Schema for structured output (drives routing)
+      oneOf:
+        - properties:
+            $status: { const: ready }
+            plan: { type: string }
+          required: [$status, plan]
+        - properties:
+            $status: { const: insufficient_info }
+          required: [$status]
+
+graph:                     # status-based routing (nested map)
+  $START:
+    new: { role: planner, prompt: "Analyze the issue." }
+    resume: { role: planner, prompt: "Review the previous run output and continue." }
+  planner:
+    ready: { role: developer, prompt: "Implement plan {{{plan}}}." }
+    insufficient_info: { role: $END, prompt: "Not enough info." }
+\`\`\`
+
+## roles
+
+Each role defines an actor in the workflow:
+
+| Field | Type | Description |
+|-------|------|-------------|
+| \`description\` | string | Short description of the role's purpose |
+| \`goal\` | string | System-level goal statement for the agent |
+| \`capabilities\` | string[] | Tags describing what the role can do |
+| \`procedure\` | string | Step-by-step instructions for the agent |
+| \`output\` | string | Description of expected output format |
+| \`frontmatter\` | JSON Schema | Defines the structured output the agent must produce |
+
+### frontmatter
+
+The \`frontmatter\` field is a standard JSON Schema object. The extract pipeline validates agent output against it. Key conventions:
+- \`$status\` field drives routing decisions in the graph
+- Use \`const\` or \`enum\` to constrain status values
+- Use \`oneOf\` to define multiple valid output shapes (one per status)
+- All \`required\` fields must appear in the agent's frontmatter output
+
+## graph
+
+The graph is a nested map defining status-based routing:
+
+\`\`\`
+Record<Role | "$START", Record<Status, { role: string, prompt: string }>>
+\`\`\`
+
+| Level | Key | Value |
+|-------|-----|-------|
+| Outer | Role name or \`$START\` | Status map for that role |
+| Inner | \`$status\` value | Target: \`{ role, prompt }\` |
+
+### Special Nodes
+- \`$START\` — entry point; uses status keys \`new\` (first start) and \`resume\` (resuming a completed thread)
+- \`$END\` — terminal node; thread completes when reached
+
+### Edge Prompts
+Prompts use triple-brace Mustache templates (\`{{{field}}}\`) to interpolate values from the previous step's output. Example: \`"Implement plan {{{plan}}} in repo {{{repoPath}}}."\`
+`;
+}