feat: migrate examples to status-based routing + fix mustache HTML escape

- Migrate solve-issue.yaml, analyze-topic.yaml, debate.yaml to new format
- Add status enum field to all role frontmatter schemas
- Use {{{ }}} (triple mustache) for prompt templates with user content
- Disable mustache HTML escaping globally (prompts are plain text, not HTML)
- Add 2 new tests for HTML escape behavior
- 9 moderator tests pass

Phase 2 of #490 (closes #492)

examples/analyze-topic.yaml

@@ -22,6 +22,8 @@ roles:
     frontmatter:
       type: object
       properties:
+        status:
+          enum: ["_"]
         thesis:
           type: string
         keyPoints:
@@ -30,14 +32,9 @@ roles:
             type: string
         caveats:
           type: string
-      required: [thesis, keyPoints]
-conditions: {}
+      required: [status, thesis, keyPoints]
 graph:
   $START:
-    - role: "analyst"
-      condition: null
-      prompt: "Analyze the topic in the task and produce a structured summary with key points."
+    _: { role: "analyst", prompt: "Analyze the topic in the task and produce a structured summary with key points." }
   analyst:
-    - role: "$END"
-      condition: null
-      prompt: "Analysis complete. Finish the workflow."
+    _: { role: "$END", prompt: "Analysis complete. Finish the workflow." }

examples/debate.yaml

@@ -16,15 +16,16 @@ roles:
       3. If you find yourself genuinely convinced by the other side, you may concede.
     output: |
       Provide your argument in the frontmatter.
-      Set conceded to true ONLY if you are genuinely convinced and wish to stop debating.
+      Set status to "conceded" ONLY if you are genuinely convinced and wish to stop debating.
+      Otherwise set status to "continue".
     frontmatter:
       type: object
       properties:
+        status:
+          enum: ["continue", "conceded"]
         argument:
           type: string
-        conceded:
-          type: boolean
-      required: [argument, conceded]
+      required: [status, argument]
   for:
     description: "Argues for the proposition"
     goal: |
@@ -40,38 +41,22 @@ roles:
       3. If you find yourself genuinely convinced by the other side, you may concede.
     output: |
       Provide your argument in the frontmatter.
-      Set conceded to true ONLY if you are genuinely convinced and wish to stop debating.
+      Set status to "conceded" ONLY if you are genuinely convinced and wish to stop debating.
+      Otherwise set status to "continue".
     frontmatter:
       type: object
       properties:
+        status:
+          enum: ["continue", "conceded"]
         argument:
           type: string
-        conceded:
-          type: boolean
-      required: [argument, conceded]
-conditions:
-  againstConceded:
-    description: "The against side conceded"
-    expression: "$last('against').conceded = true"
-  forConceded:
-    description: "The for side conceded"
-    expression: "$last('for').conceded = true"
+      required: [status, argument]
 graph:
   $START:
-    - role: "against"
-      condition: null
-      prompt: "Present your opening argument against the proposition."
+    _: { role: "against", prompt: "Present your opening argument against the proposition." }
   against:
-    - role: "$END"
-      condition: "againstConceded"
-      prompt: "The against side conceded. Debate over."
-    - role: "for"
-      condition: null
-      prompt: "Counter the opposing argument. Address their points directly."
+    conceded: { role: "$END", prompt: "The against side conceded. Debate over." }
+    continue: { role: "for", prompt: "Counter the opposing argument: {{{argument}}}" }
   for:
-    - role: "$END"
-      condition: "forConceded"
-      prompt: "The for side conceded. Debate over."
-    - role: "against"
-      condition: null
-      prompt: "Counter the opposing argument. Address their points directly."
+    conceded: { role: "$END", prompt: "The for side conceded. Debate over." }
+    continue: { role: "against", prompt: "Counter the opposing argument: {{{argument}}}" }

examples/solve-issue.yaml

@@ -27,11 +27,13 @@ roles:
     frontmatter:
       type: object
       properties:
+        status:
+          enum: ["_"]
         repoPath:
           type: string
         plan:
           type: string
-      required: [repoPath, plan]
+      required: [status, repoPath, plan]
   developer:
     description: "Implements code changes"
     goal: "You are a developer agent. You implement code changes according to plans."
@@ -50,13 +52,15 @@ roles:
     frontmatter:
       type: object
       properties:
+        status:
+          enum: ["_"]
         filesChanged:
           type: array
           items:
             type: string
         summary:
           type: string
-      required: [filesChanged, summary]
+      required: [status, filesChanged, summary]
   reviewer:
     description: "Reviews code changes"
     goal: "You are a code reviewer. You review implementations for correctness and quality."
@@ -71,32 +75,18 @@ roles:
     frontmatter:
       type: object
       properties:
-        approved:
-          type: boolean
+        status:
+          enum: ["approved", "rejected"]
         comments:
           type: string
-      required: [approved, comments]
-conditions:
-  notApproved:
-    description: "Reviewer rejected the implementation"
-    expression: "$last('reviewer').approved = false"
+      required: [status, comments]
 graph:
   $START:
-    - role: "planner"
-      condition: null
-      prompt: "Analyze the issue described in the task and produce a detailed implementation plan."
+    _: { role: "planner", prompt: "Analyze the issue described in the task and produce a detailed implementation plan." }
   planner:
-    - role: "developer"
-      condition: null
-      prompt: "Implement the plan from the planner. Write code, tests, and ensure existing tests pass."
+    _: { role: "developer", prompt: "Implement the plan from the planner. Write code, tests, and ensure existing tests pass." }
   developer:
-    - role: "reviewer"
-      condition: null
-      prompt: "Review the developer's implementation against the plan for correctness and quality."
+    _: { role: "reviewer", prompt: "Review the developer's implementation against the plan for correctness and quality." }
   reviewer:
-    - role: "developer"
-      condition: "notApproved"
-      prompt: "The reviewer rejected your implementation. Read their feedback and fix the issues."
-    - role: "$END"
-      condition: null
-      prompt: "The review passed. Complete the workflow."
+    approved: { role: "$END", prompt: "The review passed. Complete the workflow." }
+    rejected: { role: "developer", prompt: "The reviewer rejected your implementation. Read their feedback and fix the issues: {{{comments}}}" }

packages/cli-workflow/src/__tests__/solve-issue-tea-worktree.test.ts

@@ -70,7 +70,6 @@ describe("solve-issue workflow: tea pr create worktree fix", () => {
     // Basic structure validation
     expect(workflow.name).toBe("solve-issue");
     expect(workflow.roles).toBeDefined();
-    expect(workflow.conditions).toBeDefined();
     expect(workflow.graph).toBeDefined();
 
     // Verify committer role exists with required fields

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

@@ -25,7 +25,6 @@ async function storeWorkflow(uwf: UwfStore, name: string): Promise<CasRef> {
     name,
     description: "Test workflow",
     roles: {},
-    conditions: {},
     graph: {},
   };
   return await uwf.store.put(uwf.schemas.workflow, payload);
@@ -36,7 +35,6 @@ async function createWorkflowYaml(name: string, version: string | null = null):
     name,
     description: version !== null ? `Test workflow (${version})` : "Test workflow",
     roles: {},
-    conditions: {},
     graph: {},
   };
   const yaml = stringify(payload);
@@ -145,7 +143,7 @@ describe("Strategy 2: File Path Resolution", () => {
   test("should fail on valid YAML with invalid WorkflowPayload shape", async () => {
     await makeUwfStore(storageRoot);
     const yamlPath = join(tmpDir, "invalid-workflow.yaml");
-    await writeFile(yamlPath, "name: test\n# missing roles, conditions, and graph");
+    await writeFile(yamlPath, "name: test\n# missing roles and graph");
 
     await expect(cmdThreadStart(storageRoot, yamlPath, "prompt", projectRoot)).rejects.toThrow();
   });

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

@@ -1,3 +1,4 @@
+import type { BootstrapCapableStore } from "@uncaged/json-cas";
 import type {
   CasRef,
   StartEntry,
@@ -18,6 +19,11 @@ import {
   walkChain,
 } from "./shared.js";
 
+type TurnData = {
+  index: number;
+  content: string;
+};
+
 /**
  * List all steps in a thread (previously: thread steps)
  */
@@ -110,6 +116,108 @@ export async function cmdStepFork(
   };
 }
 
+/**
+ * Load and validate step detail node from CAS store
+ */
+function loadStepDetail(store: BootstrapCapableStore, detailRef: CasRef): Record<string, unknown> {
+  const detailNode = store.get(detailRef);
+  if (detailNode === null) {
+    fail(`detail node not found: ${detailRef}`);
+  }
+  return detailNode.payload as Record<string, unknown>;
+}
+
+/**
+ * Load all turn nodes from CAS store and extract content
+ */
+function loadTurnData(store: BootstrapCapableStore, turns: unknown): TurnData[] {
+  if (!Array.isArray(turns) || turns.length === 0) {
+    return [];
+  }
+
+  const turnData: TurnData[] = [];
+  for (const turnRef of turns) {
+    if (typeof turnRef !== "string") {
+      continue;
+    }
+    const turnNode = store.get(turnRef as CasRef);
+    if (turnNode === null) {
+      continue;
+    }
+    const turn = turnNode.payload as Record<string, unknown>;
+    if (typeof turn.content === "string") {
+      turnData.push({
+        index: typeof turn.index === "number" ? turn.index : turnData.length,
+        content: turn.content,
+      });
+    }
+  }
+  return turnData;
+}
+
+/**
+ * Select turns that fit within quota, working backwards from most recent
+ */
+function selectTurnsForQuota(turnData: TurnData[], availableQuota: number): TurnData[] {
+  const selectedTurns: TurnData[] = [];
+  let totalChars = 0;
+
+  for (let i = turnData.length - 1; i >= 0; i--) {
+    const turn = turnData[i];
+    if (turn === undefined) continue;
+
+    const turnHeader = `## Turn ${turn.index + 1}\n\n`;
+    const turnBlock = turnHeader + turn.content;
+    const separatorCost = selectedTurns.length > 0 ? 2 : 0;
+    const addCost = turnBlock.length + separatorCost;
+
+    if (totalChars + addCost > availableQuota && selectedTurns.length > 0) {
+      break;
+    }
+
+    selectedTurns.unshift(turn);
+    totalChars += addCost;
+  }
+
+  return selectedTurns;
+}
+
+/**
+ * Assemble final markdown output from header and selected turns
+ */
+function formatStepMarkdown(
+  stepHash: CasRef,
+  role: string,
+  agent: string,
+  turnData: TurnData[],
+  selectedTurns: TurnData[],
+): string {
+  const parts: string[] = [];
+  parts.push(`# Step ${stepHash}`);
+  parts.push("");
+  parts.push(`**Role:** ${role}`);
+  parts.push(`**Agent:** ${agent}`);
+
+  if (selectedTurns.length === 0) {
+    return parts.join("\n");
+  }
+
+  const skippedCount = turnData.length - selectedTurns.length;
+  if (skippedCount > 0) {
+    parts.push("");
+    parts.push(`_[Earlier turns omitted due to quota. Use --quota to increase.]_`);
+  }
+
+  for (const turn of selectedTurns) {
+    parts.push("");
+    parts.push(`## Turn ${turn.index + 1}`);
+    parts.push("");
+    parts.push(turn.content);
+  }
+
+  return parts.join("\n");
+}
+
 /**
  * Read a step's agent turns as human-readable markdown with quota enforcement
  */
@@ -128,103 +236,21 @@ export async function cmdStepRead(
   }
   const payload = node.payload as StepNodePayload;
 
-  // Build header section
-  const parts: string[] = [];
-  parts.push(`# Step ${stepHash}`);
-  parts.push("");
-  parts.push(`**Role:** ${payload.role}`);
-  parts.push(`**Agent:** ${payload.agent}`);
-
-  // If no detail, return metadata only
   if (payload.detail === null) {
-    return parts.join("\n");
+    return formatStepMarkdown(stepHash, payload.role, payload.agent, [], []);
   }
 
-  // Load detail node
-  const detailNode = uwf.store.get(payload.detail);
-  if (detailNode === null) {
-    fail(`detail node not found: ${payload.detail}`);
-  }
-
-  const detail = detailNode.payload as Record<string, unknown>;
-  const turns = detail.turns;
-
-  // If no turns array, return metadata only
-  if (!Array.isArray(turns) || turns.length === 0) {
-    return parts.join("\n");
-  }
-
-  // Load all turn nodes
-  type TurnData = {
-    index: number;
-    content: string;
-  };
-  const turnData: TurnData[] = [];
-  for (const turnRef of turns) {
-    if (typeof turnRef !== "string") {
-      continue;
-    }
-    const turnNode = uwf.store.get(turnRef as CasRef);
-    if (turnNode === null) {
-      continue;
-    }
-    const turn = turnNode.payload as Record<string, unknown>;
-    if (typeof turn.content === "string") {
-      turnData.push({
-        index: typeof turn.index === "number" ? turn.index : turnData.length,
-        content: turn.content,
-      });
-    }
-  }
+  const detail = loadStepDetail(uwf.store, payload.detail);
+  const turnData = loadTurnData(uwf.store, detail.turns);
 
   if (turnData.length === 0) {
-    return parts.join("\n");
+    return formatStepMarkdown(stepHash, payload.role, payload.agent, [], []);
   }
 
-  // Calculate header length for quota accounting
-  const headerSection = parts.join("\n");
-  const headerLength = headerSection.length;
+  const headerSection = formatStepMarkdown(stepHash, payload.role, payload.agent, [], []);
+  const BUFFER = 200;
+  const availableQuota = quota - headerSection.length - BUFFER;
+  const selectedTurns = selectTurnsForQuota(turnData, availableQuota);
 
-  // Select turns that fit within quota (working backwards from most recent)
-  const BUFFER = 200; // Conservative buffer for structural overhead
-  const availableQuota = quota - headerLength - BUFFER;
-
-  const selectedTurns: TurnData[] = [];
-  let totalChars = 0;
-
-  for (let i = turnData.length - 1; i >= 0; i--) {
-    const turn = turnData[i];
-    if (turn === undefined) continue;
-
-    // Calculate formatted turn length
-    const turnHeader = `## Turn ${turn.index + 1}\n\n`;
-    const turnBlock = turnHeader + turn.content;
-    const separatorCost = selectedTurns.length > 0 ? 2 : 0; // "\n\n" between turns
-    const addCost = turnBlock.length + separatorCost;
-
-    // Check quota - but always include at least one turn
-    if (totalChars + addCost > availableQuota && selectedTurns.length > 0) {
-      break;
-    }
-
-    selectedTurns.unshift(turn);
-    totalChars += addCost;
-  }
-
-  // Add skip hint if not all turns fit
-  const skippedCount = turnData.length - selectedTurns.length;
-  if (skippedCount > 0) {
-    parts.push("");
-    parts.push(`_[Earlier turns omitted due to quota. Use --quota to increase.]_`);
-  }
-
-  // Add selected turns
-  for (const turn of selectedTurns) {
-    parts.push("");
-    parts.push(`## Turn ${turn.index + 1}`);
-    parts.push("");
-    parts.push(turn.content);
-  }
-
-  return parts.join("\n");
+  return formatStepMarkdown(stepHash, payload.role, payload.agent, turnData, selectedTurns);
 }

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

@@ -8,10 +8,8 @@ import type {
   AgentAlias,
   AgentConfig,
   CasRef,
-  ModeratorContext,
   StartNodePayload,
   StartOutput,
-  StepContext,
   StepNodePayload,
   StepOutput,
   ThreadId,
@@ -53,6 +51,7 @@ import {
 import { materializeWorkflowPayload } from "./workflow.js";
 
 const END_ROLE = "$END";
+const START_ROLE = "$START";
 export const THREAD_READ_DEFAULT_QUOTA = 4000;
 
 const PL_THREAD_START = "7HNQ4B2X";
@@ -670,17 +669,32 @@ function formatThreadReadMarkdown(options: {
   return parts.join("\n\n---\n\n");
 }
 
-function buildModeratorContext(uwf: UwfStore, chain: ChainState): ModeratorContext {
-  const chronological = [...chain.stepsNewestFirst].reverse();
-  const steps: StepContext[] = chronological.map((step) => ({
-    role: step.role,
-    output: expandOutput(uwf, step.output),
-    detail: step.detail,
-    agent: step.agent,
-    edgePrompt: step.edgePrompt ?? "",
-    content: null, // Moderator doesn't need content
-  }));
-  return { start: chain.start, steps };
+type EvaluateLastOutput = Record<string, unknown> & { status: string };
+
+function resolveEvaluateArgs(
+  uwf: UwfStore,
+  chain: ChainState,
+): { lastRole: string; lastOutput: EvaluateLastOutput } {
+  if (chain.headIsStart) {
+    return { lastRole: START_ROLE, lastOutput: { status: "_" } };
+  }
+
+  const lastStep = chain.stepsNewestFirst[0];
+  if (lastStep === undefined) {
+    fail("empty step chain");
+  }
+
+  const raw = expandOutput(uwf, lastStep.output);
+  const base =
+    typeof raw === "object" && raw !== null && !Array.isArray(raw)
+      ? (raw as Record<string, unknown>)
+      : {};
+  const status = typeof base.status === "string" ? base.status : "_";
+
+  return {
+    lastRole: lastStep.role,
+    lastOutput: { ...base, status },
+  };
 }
 
 function loadWorkflowPayload(uwf: UwfStore, workflowRef: CasRef): WorkflowPayload {
@@ -924,9 +938,9 @@ async function cmdThreadStepOnce(
   const chain = walkChain(uwf, headHash);
   const workflowHash = chain.start.workflow;
   const workflow = loadWorkflowPayload(uwf, workflowHash);
-  const context = buildModeratorContext(uwf, chain);
+  const { lastRole, lastOutput } = resolveEvaluateArgs(uwf, chain);
 
-  const nextResult = await evaluate(workflow, context);
+  const nextResult = evaluate(workflow.graph, lastRole, lastOutput);
   if (!nextResult.ok) {
     failStep(plog, `moderator evaluate failed: ${nextResult.error.message}`);
   }
@@ -976,8 +990,11 @@ async function cmdThreadStepOnce(
   await saveThreadsIndex(storageRoot, freshIndex);
 
   const chainAfter = walkChain(uwfAfter, newHead);
-  const contextAfter = buildModeratorContext(uwfAfter, chainAfter);
-  const afterResult = await evaluate(workflow, contextAfter);
+  const { lastRole: lastRoleAfter, lastOutput: lastOutputAfter } = resolveEvaluateArgs(
+    uwfAfter,
+    chainAfter,
+  );
+  const afterResult = evaluate(workflow.graph, lastRoleAfter, lastOutputAfter);
   if (!afterResult.ok) {
     failStep(plog, `post-step moderator evaluate failed: ${afterResult.error.message}`);
   }

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

@@ -2,12 +2,7 @@ import { readFile } from "node:fs/promises";
 
 import type { JSONSchema } from "@uncaged/json-cas";
 import { putSchema, validate } from "@uncaged/json-cas";
-import type {
-  CasRef,
-  RoleDefinition,
-  Transition,
-  WorkflowPayload,
-} from "@uncaged/workflow-protocol";
+import type { CasRef, RoleDefinition, Target, WorkflowPayload } from "@uncaged/workflow-protocol";
 import { parse } from "yaml";
 
 import {
@@ -51,20 +46,23 @@ function isJsonSchema(value: unknown): value is JSONSchema {
   return typeof value === "object" && value !== null && !Array.isArray(value);
 }
 
-/** Normalize graph transitions: ensure condition is null (not undefined) for fallback entries. */
-function normalizeGraph(graph: Record<string, Transition[]>): Record<string, Transition[]> {
-  const result: Record<string, Transition[]> = {};
-  for (const [node, transitions] of Object.entries(graph)) {
-    result[node] = transitions.map((t) => {
-      if (typeof t.prompt !== "string" || t.prompt.trim() === "") {
-        fail(`graph[${node}] transition to "${t.role}": prompt is required (non-empty string)`);
+/** Normalize graph: validate each status → target mapping. */
+function normalizeGraph(
+  graph: Record<string, Record<string, Target>>,
+): Record<string, Record<string, Target>> {
+  const result: Record<string, Record<string, Target>> = {};
+  for (const [node, statusMap] of Object.entries(graph)) {
+    const normalized: Record<string, Target> = {};
+    for (const [status, target] of Object.entries(statusMap)) {
+      if (typeof target.prompt !== "string" || target.prompt.trim() === "") {
+        fail(`graph[${node}][${status}] → "${target.role}": prompt is required (non-empty string)`);
       }
-      return {
-        role: t.role,
-        condition: t.condition ?? null,
-        prompt: t.prompt,
+      normalized[status] = {
+        role: target.role,
+        prompt: target.prompt,
       };
-    });
+    }
+    result[node] = normalized;
   }
   return result;
 }
@@ -106,7 +104,6 @@ export async function materializeWorkflowPayload(
     name: raw.name,
     description: raw.description,
     roles,
-    conditions: raw.conditions,
     graph: normalizeGraph(raw.graph),
   };
 }

packages/cli-workflow/src/validate.ts

@@ -30,23 +30,12 @@ function isRoleDefinition(value: unknown): boolean {
   );
 }
 
-function isConditionDefinition(value: unknown): boolean {
+function isTarget(value: unknown): boolean {
   if (!isRecord(value)) {
     return false;
   }
-  return typeof value.description === "string" && typeof value.expression === "string";
-}
-
-function isTransition(value: unknown): boolean {
-  if (!isRecord(value)) {
-    return false;
-  }
-  const condition = value.condition;
   return (
-    typeof value.role === "string" &&
-    typeof value.prompt === "string" &&
-    value.prompt.trim() !== "" &&
-    (condition === null || condition === undefined || typeof condition === "string")
+    typeof value.role === "string" && typeof value.prompt === "string" && value.prompt.trim() !== ""
   );
 }
 
@@ -62,7 +51,7 @@ function isGraph(value: unknown): boolean {
     return false;
   }
   return Object.values(value).every(
-    (transitions) => Array.isArray(transitions) && transitions.every((t) => isTransition(t)),
+    (statusMap) => isRecord(statusMap) && Object.values(statusMap).every((t) => isTarget(t)),
   );
 }
 
@@ -101,11 +90,7 @@ export function parseWorkflowPayload(raw: unknown): WorkflowPayload | null {
   if (typeof raw.name !== "string" || typeof raw.description !== "string") {
     return null;
   }
-  if (
-    !isStringRecord(raw.roles, isRoleDefinition) ||
-    !isStringRecord(raw.conditions, isConditionDefinition) ||
-    !isGraph(raw.graph)
-  ) {
+  if (!isStringRecord(raw.roles, isRoleDefinition) || !isGraph(raw.graph)) {
     return null;
   }
   return raw as WorkflowPayload;

packages/workflow-agent-claude-code/__tests__/claude-code.test.ts

@@ -39,7 +39,7 @@ describe("buildClaudeCodePrompt", () => {
     expect(result).toContain("## Task\nFix the bug");
   });
 
-  test("includes previous steps as history summary", () => {
+  test("includes previous steps with content on first visit", () => {
     const ctx = makeCtx({
       steps: [
         {
@@ -48,18 +48,50 @@ describe("buildClaudeCodePrompt", () => {
           agent: "hermes",
           detail: "detail-1",
           edgePrompt: "Create a plan.",
+          content: "Here is my detailed plan for doing X.",
         },
       ],
     });
     const result = buildClaudeCodePrompt(ctx);
-    expect(result).toContain("## Previous Steps");
+    expect(result).toContain("## What Happened Since Your Last Turn");
     expect(result).toContain("Step 1: planner");
     expect(result).toContain("do X");
+    // First visit should include step content
+    expect(result).toContain("Here is my detailed plan for doing X.");
+  });
+
+  test("re-entry shows steps since last visit without content", () => {
+    const ctx = makeCtx({
+      isFirstVisit: false,
+      steps: [
+        {
+          role: "developer",
+          output: '{"status":"done"}',
+          agent: "claude-code",
+          detail: "detail-1",
+          edgePrompt: "Implement.",
+          content: "I implemented everything.",
+        },
+        {
+          role: "reviewer",
+          output: '{"approved":false}',
+          agent: "claude-code",
+          detail: "detail-2",
+          edgePrompt: "Review.",
+          content: "Rejected: complexity too high, refactor cmdStepRead.",
+        },
+      ],
+    });
+    const result = buildClaudeCodePrompt(ctx);
+    expect(result).toContain("## What Happened Since Your Last Turn");
+    expect(result).toContain("reviewer");
+    expect(result).toContain("approved");
   });
 
   test("omits history section when steps array is empty", () => {
     const result = buildClaudeCodePrompt(makeCtx({ steps: [] }));
-    expect(result).not.toContain("## Previous Steps");
+    expect(result).not.toContain("## What Happened Since Your Last Turn");
+    expect(result).toContain("## Current Instruction");
   });
 
   test("works without outputFormatInstruction", () => {

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

@@ -3,6 +3,7 @@ import type { Store } from "@uncaged/json-cas";
 import {
   type AgentContext,
   type AgentRunResult,
+  buildContinuationPrompt,
   buildRolePrompt,
   createAgent,
   getCachedSessionId,
@@ -18,25 +19,6 @@ const CLAUDE_COMMAND = "claude";
 const CLAUDE_MAX_TURNS = 90;
 const CLAUDE_MODEL = process.env.CLAUDE_MODEL ?? null;
 
-function buildHistorySummary(steps: AgentContext["steps"]): string {
-  if (steps.length === 0) {
-    return "";
-  }
-
-  const lines: string[] = ["## Previous Steps"];
-  for (let i = 0; i < steps.length; i++) {
-    const step = steps[i];
-    if (step === undefined) {
-      continue;
-    }
-    lines.push("");
-    lines.push(`### Step ${i + 1}: ${step.role}`);
-    lines.push(`Output: ${JSON.stringify(step.output)}`);
-    lines.push(`Agent: ${step.agent}`);
-  }
-  return lines.join("\n");
-}
-
 /** Assemble system prompt, task, and prior step outputs for Claude Code. */
 export function buildClaudeCodePrompt(ctx: AgentContext): string {
   const roleDef = ctx.workflow.roles[ctx.role];
@@ -46,11 +28,23 @@ export function buildClaudeCodePrompt(ctx: AgentContext): string {
     parts.push(ctx.outputFormatInstruction, "");
   }
   parts.push(rolePrompt, "", "## Task", ctx.start.prompt);
-  const historyBlock = buildHistorySummary(ctx.steps);
-  if (historyBlock !== "") {
-    parts.push("", historyBlock);
+
+  if (!ctx.isFirstVisit) {
+    // Re-entry (session will be resumed): show only steps since last visit, meta only
+    parts.push("", buildContinuationPrompt(ctx.steps, ctx.role, ctx.edgePrompt));
+  } else if (ctx.steps.length > 0) {
+    // First visit: show all steps with content for recent ones
+    parts.push(
+      "",
+      buildContinuationPrompt(ctx.steps, ctx.role, ctx.edgePrompt, {
+        includeContent: true,
+        quota: 32000,
+      }),
+    );
+  } else {
+    parts.push("", "## Current Instruction", "", ctx.edgePrompt);
   }
-  parts.push("", "## Current Instruction", "", ctx.edgePrompt);
+
   return parts.join("\n");
 }
 

packages/workflow-moderator/__tests__/evaluate.test.ts

@@ -1,312 +1,122 @@
 import { describe, expect, test } from "bun:test";
-import type { ModeratorContext, WorkflowPayload } from "@uncaged/workflow-protocol";
+import type { Target, WorkflowPayload } from "@uncaged/workflow-protocol";
 
 import { evaluate } from "../src/evaluate.js";
 
-const solveIssueWorkflow: WorkflowPayload = {
-  name: "solve-issue",
-  description: "End-to-end issue resolution",
-  roles: {
-    planner: {
-      description: "Creates implementation plan",
-      goal: "You are a planning agent.",
-      capabilities: ["planning"],
-      procedure: "Create a step-by-step plan.",
-      output: "Output the plan and steps.",
-      frontmatter: "5GWKR8TN1V3JA",
-    },
-    developer: {
-      description: "Implements code changes",
-      goal: "You are a developer agent.",
-      capabilities: ["coding"],
-      procedure: "Implement the plan.",
-      output: "List files changed and summary.",
-      frontmatter: "8CNWT4KR6D1HV",
-    },
-    reviewer: {
-      description: "Reviews code changes",
-      goal: "You are a code reviewer.",
-      capabilities: ["code-review"],
-      procedure: "Review the implementation.",
-      output: "Approve or reject with comments.",
-      frontmatter: "1VPBG9SM5E7WK",
-    },
+const solveIssueGraph: WorkflowPayload["graph"] = {
+  $START: {
+    _: { role: "planner", prompt: "Start planning from the issue in the task." },
   },
-  conditions: {
-    needsClarification: {
-      description: "Planner requests clarification from user",
-      expression: "$exists($last('planner').needsClarification)",
-    },
-    rejected: {
-      description: "Reviewer rejected the implementation",
-      expression: "$last('reviewer').approved = false",
-    },
+  planner: {
+    _: { role: "developer", prompt: "Implement the plan: {{plan}}" },
   },
-  graph: {
-    $START: [
-      {
-        role: "planner",
-        condition: null,
-        prompt: "Start planning from the issue in the task.",
-      },
-    ],
-    planner: [
-      {
-        role: "developer",
-        condition: "needsClarification",
-        prompt: "Clarification is needed; hand off to developer.",
-      },
-      { role: "$END", condition: null, prompt: "Planning complete; end workflow." },
-    ],
-    developer: [
-      {
-        role: "reviewer",
-        condition: null,
-        prompt: "Implementation done; send to reviewer.",
-      },
-    ],
-    reviewer: [
-      {
-        role: "developer",
-        condition: "rejected",
-        prompt: "Reviewer rejected; return to developer.",
-      },
-      { role: "$END", condition: null, prompt: "Review passed; end workflow." },
-    ],
+  developer: {
+    _: { role: "reviewer", prompt: "Review the changes: {{summary}}" },
+  },
+  reviewer: {
+    approved: { role: "$END", prompt: "Done." },
+    rejected: { role: "developer", prompt: "Fix: {{comments}}" },
   },
 };
 
-function makeContext(steps: ModeratorContext["steps"]): ModeratorContext {
-  return {
-    start: {
-      workflow: "4KNM2PXR3B1QW",
-      prompt: "Fix the login bug",
-    },
-    steps,
-  };
-}
-
 describe("evaluate", () => {
-  test("$START → first role (fallback)", async () => {
-    const result = await evaluate(solveIssueWorkflow, makeContext([]));
+  test("$START → first role (unit status _)", () => {
+    const result = evaluate(solveIssueGraph, "$START", { status: "_" });
     expect(result).toEqual({
       ok: true,
       value: { role: "planner", prompt: "Start planning from the issue in the task." },
     });
   });
 
-  test("condition match (rejected → developer)", async () => {
-    const context = makeContext([
-      {
-        role: "reviewer",
-        output: { approved: false },
-        detail: "2MXBG6PN4A8JR",
-        agent: "uwf-hermes",
-      },
-    ]);
-    const result = await evaluate(solveIssueWorkflow, context);
+  test("status-based routing (reviewer rejected → developer)", () => {
+    const result = evaluate(solveIssueGraph, "reviewer", {
+      status: "rejected",
+      comments: "missing tests",
+    });
     expect(result).toEqual({
       ok: true,
-      value: { role: "developer", prompt: "Reviewer rejected; return to developer." },
+      value: { role: "developer", prompt: "Fix: missing tests" },
     });
   });
 
-  test("fallback when condition does not match → $END", async () => {
-    const context = makeContext([
-      {
-        role: "reviewer",
-        output: { approved: true },
-        detail: "2MXBG6PN4A8JR",
-        agent: "uwf-hermes",
-      },
-    ]);
-    const result = await evaluate(solveIssueWorkflow, context);
+  test("status-based routing (reviewer approved → $END)", () => {
+    const result = evaluate(solveIssueGraph, "reviewer", { status: "approved" });
     expect(result).toEqual({
       ok: true,
-      value: { role: "$END", prompt: "Review passed; end workflow." },
+      value: { role: "$END", prompt: "Done." },
     });
   });
 
-  test("missing role in graph → error", async () => {
-    const context = makeContext([
-      {
-        role: "unknown-role",
-        output: {},
-        detail: "2MXBG6PN4A8JR",
-        agent: "uwf-hermes",
-      },
-    ]);
-    const result = await evaluate(solveIssueWorkflow, context);
+  test("missing role in graph → error", () => {
+    const result = evaluate(solveIssueGraph, "unknown-role", { status: "_" });
     expect(result.ok).toBe(false);
     if (!result.ok) {
       expect(result.error.message).toBe('no transitions defined for role "unknown-role"');
     }
   });
 
-  test("output expansion in context works with JSONata", async () => {
-    const context = makeContext([
-      {
-        role: "planner",
-        output: { needsClarification: true },
-        detail: "7BQST3VW9F2MA",
-        agent: "uwf-hermes",
-      },
-    ]);
-    const result = await evaluate(solveIssueWorkflow, context);
+  test("missing status in graph → error", () => {
+    const result = evaluate(solveIssueGraph, "reviewer", { status: "pending" });
+    expect(result.ok).toBe(false);
+    if (!result.ok) {
+      expect(result.error.message).toBe('no transition for role "reviewer" with status "pending"');
+    }
+  });
+
+  test("mustache template rendering with simple fields", () => {
+    const result = evaluate(solveIssueGraph, "planner", {
+      status: "_",
+      plan: "Add auth middleware",
+    });
     expect(result).toEqual({
       ok: true,
-      value: { role: "developer", prompt: "Clarification is needed; hand off to developer." },
+      value: { role: "developer", prompt: "Implement the plan: Add auth middleware" },
     });
   });
 
-  test("$last returns most recent matching role's frontmatter", async () => {
-    const workflow: WorkflowPayload = {
-      ...solveIssueWorkflow,
-      conditions: {
-        devFailed: {
-          description: "Developer failed",
-          expression: "$last('developer').status = 'failed'",
-        },
-      },
-      graph: {
-        $START: [
-          {
-            role: "developer",
-            condition: null,
-            prompt: "Begin development.",
-          },
-        ],
-        developer: [
-          { role: "$END", condition: "devFailed", prompt: "Development failed; end." },
-          {
-            role: "reviewer",
-            condition: null,
-            prompt: "Development succeeded; review.",
-          },
-        ],
-      },
-    };
-    const context = makeContext([
-      {
-        role: "developer",
-        output: { status: "done" },
-        detail: "1VPBG9SM5E7WK",
-        agent: "uwf-hermes",
-      },
-      {
-        role: "reviewer",
-        output: { approved: false },
-        detail: "2MXBG6PN4A8JR",
-        agent: "uwf-hermes",
-      },
-      {
-        role: "developer",
-        output: { status: "failed" },
-        detail: "3QNTH7WK8D2PA",
-        agent: "uwf-hermes",
-      },
-    ]);
-    const result = await evaluate(workflow, context);
+  test("mustache does not HTML-escape prompt content", () => {
+    const result = evaluate(solveIssueGraph, "reviewer", {
+      status: "rejected",
+      comments: 'use <T> & "Result<T, E>" types',
+    });
     expect(result).toEqual({
       ok: true,
-      value: { role: "$END", prompt: "Development failed; end." },
+      value: { role: "developer", prompt: 'Fix: use <T> & "Result<T, E>" types' },
     });
   });
 
-  test("$first returns earliest matching role's frontmatter", async () => {
-    const workflow: WorkflowPayload = {
-      ...solveIssueWorkflow,
-      conditions: {
-        firstPlanReady: {
-          description: "First planner run was ready",
-          expression: "$first('planner').status = 'ready'",
-        },
-      },
-      graph: {
-        $START: [
-          {
-            role: "planner",
-            condition: null,
-            prompt: "Begin planning.",
-          },
-        ],
-        planner: [
-          { role: "$END", condition: "firstPlanReady", prompt: "First plan was ready; end." },
-          {
-            role: "developer",
-            condition: null,
-            prompt: "Plan not ready on first pass; implement.",
-          },
-        ],
+  test("triple mustache also works for unescaped output", () => {
+    const graph: Record<string, Record<string, Target>> = {
+      reviewer: {
+        _: { role: "developer", prompt: "Fix: {{{comments}}}" },
       },
     };
-    const context = makeContext([
-      {
-        role: "planner",
-        output: { status: "ready", plan: "ABC123" },
-        detail: "7BQST3VW9F2MA",
-        agent: "uwf-hermes",
-      },
-      {
-        role: "developer",
-        output: { status: "done" },
-        detail: "1VPBG9SM5E7WK",
-        agent: "uwf-hermes",
-      },
-      {
-        role: "planner",
-        output: { status: "revised", plan: "DEF456" },
-        detail: "4RNMK6PX8B3WQ",
-        agent: "uwf-hermes",
-      },
-    ]);
-    const result = await evaluate(workflow, context);
+    const result = evaluate(graph, "reviewer", {
+      status: "_",
+      comments: "<script>alert(1)</script>",
+    });
     expect(result).toEqual({
       ok: true,
-      value: { role: "$END", prompt: "First plan was ready; end." },
+      value: { role: "developer", prompt: "Fix: <script>alert(1)</script>" },
     });
   });
 
-  test("$last returns undefined for unmatched role", async () => {
-    const workflow: WorkflowPayload = {
-      ...solveIssueWorkflow,
-      conditions: {
-        hasReviewer: {
-          description: "Reviewer has run",
-          expression: "$exists($last('reviewer'))",
+  test("mustache template with nested object paths", () => {
+    const graph: Record<string, Record<string, Target>> = {
+      reviewer: {
+        _: {
+          role: "developer",
+          prompt: "Address: {{review.comments}}",
         },
       },
-      graph: {
-        $START: [
-          {
-            role: "planner",
-            condition: null,
-            prompt: "Begin planning.",
-          },
-        ],
-        planner: [
-          { role: "$END", condition: "hasReviewer", prompt: "Reviewer already ran; end." },
-          {
-            role: "developer",
-            condition: null,
-            prompt: "No reviewer yet; implement.",
-          },
-        ],
-      },
     };
-    const context = makeContext([
-      {
-        role: "planner",
-        output: { status: "ready" },
-        detail: "7BQST3VW9F2MA",
-        agent: "uwf-hermes",
-      },
-    ]);
-    const result = await evaluate(workflow, context);
-    // no reviewer step → $exists returns false → fallback to developer
+    const result = evaluate(graph, "reviewer", {
+      status: "_",
+      review: { comments: "refactor the handler" },
+    });
     expect(result).toEqual({
       ok: true,
-      value: { role: "developer", prompt: "No reviewer yet; implement." },
+      value: { role: "developer", prompt: "Address: refactor the handler" },
     });
   });
 });

packages/workflow-moderator/package.json

@@ -19,9 +19,10 @@
   },
   "dependencies": {
     "@uncaged/workflow-protocol": "workspace:^",
-    "jsonata": "^1.8.7"
+    "mustache": "^4.2.0"
   },
   "devDependencies": {
+    "@types/mustache": "^4.2.6",
     "typescript": "^5.8.3"
   },
   "publishConfig": {

packages/workflow-moderator/src/evaluate.ts

@@ -1,65 +1,42 @@
-import type { ModeratorContext, WorkflowPayload } from "@uncaged/workflow-protocol";
-import jsonata from "jsonata";
+import type { Target } from "@uncaged/workflow-protocol";
+import mustache from "mustache";
 
 import type { EvaluateResult, Result } from "./types.js";
 
+// Disable HTML escaping — prompts are plain text, not HTML.
+mustache.escape = (text: string) => text;
+
 const START_ROLE = "$START";
+const UNIT_STATUS = "_";
 
-function isTruthy(value: unknown): boolean {
-  if (value === null || value === undefined) {
-    return false;
-  }
-  if (typeof value === "boolean") {
-    return value;
-  }
-  if (typeof value === "number") {
-    return value !== 0 && !Number.isNaN(value);
-  }
-  if (typeof value === "string") {
-    return value.length > 0;
-  }
-  return true;
-}
+type LastOutput = Record<string, unknown> & { status: string };
 
-function findByRole(
-  steps: ModeratorContext["steps"],
-  role: string,
-  direction: "first" | "last",
-): unknown {
-  if (direction === "last") {
-    for (let i = steps.length - 1; i >= 0; i--) {
-      if (steps[i].role === role) {
-        return steps[i].output;
-      }
-    }
-  } else {
-    for (const step of steps) {
-      if (step.role === role) {
-        return step.output;
-      }
-    }
-  }
-  return undefined;
-}
+export function evaluate(
+  graph: Record<string, Record<string, Target>>,
+  lastRole: string,
+  lastOutput: LastOutput,
+): Result<EvaluateResult, Error> {
+  const status = lastRole === START_ROLE ? UNIT_STATUS : lastOutput.status;
+
+  const roleTargets = graph[lastRole];
+  if (roleTargets === undefined) {
+    return {
+      ok: false,
+      error: new Error(`no transitions defined for role "${lastRole}"`),
+    };
+  }
+
+  const target = roleTargets[status];
+  if (target === undefined) {
+    return {
+      ok: false,
+      error: new Error(`no transition for role "${lastRole}" with status "${status}"`),
+    };
+  }
 
-async function evaluateJsonata(
-  expression: string,
-  context: ModeratorContext,
-): Promise<Result<unknown, Error>> {
   try {
-    const expr = jsonata(expression);
-    expr.registerFunction(
-      "first",
-      (role: string) => findByRole(context.steps, role, "first"),
-      "<s:x>",
-    );
-    expr.registerFunction(
-      "last",
-      (role: string) => findByRole(context.steps, role, "last"),
-      "<s:x>",
-    );
-    const result = await expr.evaluate(context);
-    return { ok: true, value: result };
+    const prompt = mustache.render(target.prompt, lastOutput);
+    return { ok: true, value: { role: target.role, prompt } };
   } catch (error) {
     return {
       ok: false,
@@ -67,51 +44,3 @@ async function evaluateJsonata(
     };
   }
 }
-
-function currentRole(context: ModeratorContext): string {
-  if (context.steps.length === 0) {
-    return START_ROLE;
-  }
-  return context.steps[context.steps.length - 1].role;
-}
-
-export async function evaluate(
-  workflow: WorkflowPayload,
-  context: ModeratorContext,
-): Promise<Result<EvaluateResult, Error>> {
-  const role = currentRole(context);
-  const transitions = workflow.graph[role];
-  if (transitions === undefined) {
-    return {
-      ok: false,
-      error: new Error(`no transitions defined for role "${role}"`),
-    };
-  }
-
-  for (const transition of transitions) {
-    if (transition.condition === null) {
-      return { ok: true, value: { role: transition.role, prompt: transition.prompt } };
-    }
-
-    const conditionDef = workflow.conditions[transition.condition];
-    if (conditionDef === undefined) {
-      return {
-        ok: false,
-        error: new Error(`unknown condition "${transition.condition}"`),
-      };
-    }
-
-    const evalResult = await evaluateJsonata(conditionDef.expression, context);
-    if (!evalResult.ok) {
-      return evalResult;
-    }
-    if (isTruthy(evalResult.value)) {
-      return { ok: true, value: { role: transition.role, prompt: transition.prompt } };
-    }
-  }
-
-  return {
-    ok: false,
-    error: new Error(`no transition matched for role "${role}"`),
-  };
-}

packages/workflow-protocol/src/index.ts

@@ -7,7 +7,6 @@ export type {
   AgentAlias,
   AgentConfig,
   CasRef,
-  ConditionDefinition,
   ModelAlias,
   ModelConfig,
   ModeratorContext,
@@ -26,12 +25,12 @@ export type {
   StepNodePayload,
   StepOutput,
   StepRecord,
+  Target,
   ThreadForkOutput,
   ThreadId,
   ThreadListItem,
   ThreadStepsOutput,
   ThreadsIndex,
-  Transition,
   WorkflowConfig,
   WorkflowName,
   WorkflowPayload,

packages/workflow-protocol/src/schemas.ts

@@ -14,22 +14,11 @@ const ROLE_DEFINITION: JSONSchema = {
   additionalProperties: false,
 };
 
-const CONDITION_DEFINITION: JSONSchema = {
+const TARGET: JSONSchema = {
   type: "object",
-  required: ["description", "expression"],
-  properties: {
-    description: { type: "string" },
-    expression: { type: "string" },
-  },
-  additionalProperties: false,
-};
-
-const TRANSITION: JSONSchema = {
-  type: "object",
-  required: ["role", "condition", "prompt"],
+  required: ["role", "prompt"],
   properties: {
     role: { type: "string" },
-    condition: { anyOf: [{ type: "string" }, { type: "null" }] },
     prompt: { type: "string" },
   },
   additionalProperties: false,
@@ -38,7 +27,7 @@ const TRANSITION: JSONSchema = {
 export const WORKFLOW_SCHEMA: JSONSchema = {
   title: "Workflow",
   type: "object",
-  required: ["name", "description", "roles", "conditions", "graph"],
+  required: ["name", "description", "roles", "graph"],
   properties: {
     name: { type: "string" },
     description: { type: "string" },
@@ -46,15 +35,11 @@ export const WORKFLOW_SCHEMA: JSONSchema = {
       type: "object",
       additionalProperties: ROLE_DEFINITION,
     },
-    conditions: {
-      type: "object",
-      additionalProperties: CONDITION_DEFINITION,
-    },
     graph: {
       type: "object",
       additionalProperties: {
-        type: "array",
-        items: TRANSITION,
+        type: "object",
+        additionalProperties: TARGET,
       },
     },
   },

packages/workflow-protocol/src/types.ts

@@ -27,23 +27,16 @@ export type RoleDefinition = {
   frontmatter: CasRef;
 };
 
-export type Transition = {
+export type Target = {
   role: string;
-  condition: string | null;
   prompt: string;
 };
 
-export type ConditionDefinition = {
-  description: string;
-  expression: string;
-};
-
 export type WorkflowPayload = {
   name: string;
   description: string;
   roles: Record<string, RoleDefinition>;
-  conditions: Record<string, ConditionDefinition>;
-  graph: Record<string, Transition[]>;
+  graph: Record<string, Record<string, Target>>;
 };
 
 // ── 4.3 Thread 节点 ─────────────────────────────────────────────────