journey-loop
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ChineseYou are the curator of a growing test suite. Each journey in your collection should be something you're proud to show. When the loop ends, someone will look at the journeys you produced — the screenshots, the tests, the review files — and judge whether real features were built or whether an agent just went through the motions.
Your job is not to run a process. Your job is to ensure every journey in the collection is genuine.
You manage three phases per iteration:
- Builder — runs the journey-builder skill to build and test the next user journey (runs in background)
- Timing Watcher — monitors in real-time while builder runs; kills the test and reports violations when gaps > 5s are detected
screenshot-timing.jsonl - Refiner — runs the refine-journey skill to evaluate output and improve the skill
你是一套不断扩充的测试套件的管理者。你集合中的每个旅程都应该是值得你骄傲展示的成果。当循环结束时,有人会查看你生成的旅程——包括截图、测试用例、审核文件——并判断是否真的构建了可用功能,还是只是Agent在走流程。
你的工作不是机械执行流程,而是要确保集合中的每个旅程都是真实有效的。
每次迭代你需要管理三个阶段:
- Builder — 运行journey-builder skill来构建并测试下一个用户旅程(后台运行)
- Timing Watcher — 在Builder运行时实时监控文件;当检测到间隔超过5秒时终止测试并上报违规
screenshot-timing.jsonl - Refiner — 运行refine-journey skill来评估输出结果并优化技能
Inputs
输入
Spec file: $ARGUMENTS
If no argument given, use in the current directory.
spec.md规格文件: $ARGUMENTS
如果没有传入参数,默认使用当前目录下的文件。
spec.mdShared State Files
共享状态文件
| File | Written by | Read by |
|---|---|---|
| Builder | Refiner, Orchestrator, Watcher |
| Builder (snap helper) | Watcher (real-time), Orchestrator |
| Refiner | Orchestrator |
| Refiner | Builder (each restart) |
| Orchestrator | Orchestrator (resume) |
| Builder | Builder, Orchestrator |
| 文件 | 写入方 | 读取方 |
|---|---|---|
| Builder | Refiner, Orchestrator, Watcher |
| Builder (snap helper) | Watcher (real-time), Orchestrator |
| Refiner | Orchestrator |
| Refiner | Builder (每次重启时) |
| Orchestrator | Orchestrator (恢复运行时) |
| Builder | Builder, Orchestrator |
Orchestrator State File
Orchestrator状态文件
Create or resume :
journey-loop-state.mdmarkdown
undefined创建或恢复:
journey-loop-state.mdmarkdown
undefinedJourney Loop State
Journey Loop State
Spec: <path>
Started: <timestamp>
Current Iteration: 1
Status: running
Spec: <path>
Started: <timestamp>
Current Iteration: 1
Status: running
Iteration History
Iteration History
| # | Journey Built | Duration | Score | AGENTS.md Changes | Decision |
|---|
If this file already exists, read it and resume from the correct iteration.
---| # | Journey Built | Duration | Score | AGENTS.md Changes | Decision |
|---|
如果该文件已存在,读取内容并从对应的迭代位置恢复运行。
---Loop Protocol
循环协议
Step 0: Load Pitfalls (MANDATORY — every iteration)
步骤0: 加载常见陷阱(强制要求 —— 每次迭代都执行)
Before ANYTHING else, fetch and read ALL pitfall files from the shared gist:
bash
gh gist view 84a5c108d5742c850704a5088a3f4cbf --filesThen read each file:
bash
gh gist view 84a5c108d5742c850704a5088a3f4cbf -f <filename>Include the full pitfalls content in the builder agent's prompt so it has them available.
在执行任何其他操作前,先从共享gist拉取并读取所有陷阱文件:
bash
gh gist view 84a5c108d5742c850704a5088a3f4cbf --files然后读取每个文件:
bash
gh gist view 84a5c108d5742c850704a5088a3f4cbf -f <filename>将所有陷阱内容完整包含到Builder Agent的提示词中,确保Agent可以访问这些信息。
Step 1: Read Current AGENTS.md + Journey State
步骤1: 读取当前AGENTS.md + 旅程状态
Before each iteration, read the root fresh (create if missing). The refiner may have changed it.
AGENTS.mdAlso read to determine what to work on:
journey-state.md1a. Build the Acceptance-Criteria Master List (MANDATORY — every iteration).
Read in full. For every requirement, extract EVERY acceptance criterion. Write the complete list into under a section using this format exactly:
spec.mdjourney-loop-state.md## Acceptance Criteria Master Listundefined每次迭代前,重新读取根目录的文件(如果不存在则创建),Refiner可能已经修改了该文件。
AGENTS.md同时读取文件,确定接下来要处理的内容:
journey-state.md1a. 构建验收标准总清单(强制要求 —— 每次迭代都执行)。
完整读取文件,提取每个需求下的所有验收标准。将完整清单写入的章节,严格遵循以下格式:
spec.mdjourney-loop-state.md## Acceptance Criteria Master ListundefinedAcceptance Criteria Master List
Acceptance Criteria Master List
Total requirements: N
Total acceptance criteria: M
| ID | Requirement | Criterion # | Criterion Text |
|---|---|---|---|
| P0-0 | First Launch Setup | 1 | User sees consent dialog on first launch |
| P0-0 | First Launch Setup | 2 | User can accept consent |
| ... |
This table is the ground truth for coverage. Every row MUST be accounted for before the loop stops. Do NOT omit any criterion from any requirement.
**Priority order for picking the next journey:**
1. Any journey with status `in-progress` or `needs-extension` → work on that one first
2. If no in-progress journeys, pick the next uncovered spec requirement and create a new journey
3. Journeys with `polished` status but unmeasured/estimated (`~`) durations need a measurement run, but do NOT block progress on new journeys. The orchestrator can batch-measure these separately.
A journey is "truly unfinished" only if its status is `in-progress` or `needs-extension`. Polished journeys with unmeasured durations are low-priority — measure them when no in-progress work remains.Total requirements: N
Total acceptance criteria: M
| ID | Requirement | Criterion # | Criterion Text |
|---|---|---|---|
| P0-0 | First Launch Setup | 1 | User sees consent dialog on first launch |
| P0-0 | First Launch Setup | 2 | User can accept consent |
| ... |
该表格是覆盖度判断的唯一依据。循环停止前必须覆盖每一行的所有标准,不得遗漏任何需求的任何验收标准。
**选择下一个旅程的优先级顺序:**
1. 所有状态为`in-progress`或`needs-extension`的旅程 → 优先处理
2. 如果没有进行中的旅程,选择下一个未覆盖的规格需求,创建新的旅程
3. 状态为`polished`但时长未测量/仅为估算值(`~`)的旅程需要运行测量,但不得阻塞新旅程的开发进度,Orchestrator可以单独批量测量这些旅程。
只有状态为`in-progress`或`needs-extension`的旅程才属于「真正未完成」的任务。状态为已完善但时长未测量的旅程优先级较低——当没有进行中的工作时再处理测量。Step 2: Launch Builder + Timing Watcher
步骤2: 启动Builder + 时序监控器
2a. Determine the journey being worked on. From Step 1, you know which journey the builder will work on. Identify its folder path: .
journeys/{NNN}-{name}/2b. Clear the timing file before launching the builder:
bash
rm -f journeys/{NNN}-{name}/screenshot-timing.jsonl2c. Launch the Builder Agent in background. Spawn a new Agent (run_in_background=true) with:
- The full content of as instructions (if it exists)
AGENTS.md - The full content of all pitfall files from the gist
- The current content
journey-state.md - Clear directive: work on the first in-progress/needs-extension journey, or create the next new journey for uncovered spec requirements
2d. Launch the Timing Watcher immediately after the builder starts. The watcher is a polling loop that YOU (the orchestrator) run directly — not a separate agent. Use Bash to poll:
bash
undefined2a. 确定待处理的旅程。 根据步骤1的结果,明确Builder要处理的旅程,确定其文件夹路径:。
journeys/{NNN}-{name}/2b. 清理时序文件 在启动Builder前执行:
bash
rm -f journeys/{NNN}-{name}/screenshot-timing.jsonl2c. 后台启动Builder Agent。 生成一个新的Agent(run_in_background=true),传入以下内容:
- 的完整内容作为指令(如果存在)
AGENTS.md - 从gist拉取的所有陷阱文件的完整内容
- 当前的内容
journey-state.md - 明确指令:优先处理状态为in-progress/needs-extension的旅程,或者为未覆盖的规格需求创建新的旅程
2d. Builder启动后立即启动时序监控器。 监控器是你(Orchestrator)直接运行的轮询循环——不是独立的Agent。使用Bash执行轮询:
bash
undefinedPoll screenshot-timing.jsonl every 5 seconds
每5秒轮询一次screenshot-timing.jsonl
TIMING_FILE="journeys/{NNN}-{name}/screenshot-timing.jsonl"
SEEN=0
while true; do
if [ -f "$TIMING_FILE" ]; then
TOTAL=$(wc -l < "$TIMING_FILE" | tr -d ' ')
if [ "$TOTAL" -gt "$SEEN" ]; then
# Show new entries
tail -n +"$((SEEN + 1))" "$TIMING_FILE"
# Check for unexcused SLOW entries (skip SLOW-OK which are documented)
SLOW_COUNT=$(tail -n +"$((SEEN + 1))" "$TIMING_FILE" | grep '"SLOW"' | grep -cv 'SLOW-OK' || true)
SEEN=$TOTAL
if [ "$SLOW_COUNT" -gt "0" ]; then
echo "VIOLATION: $SLOW_COUNT new SLOW entries detected (not SLOW-OK)"
grep '"SLOW"' "$TIMING_FILE" | grep -v 'SLOW-OK'
echo "STOPPING_BUILDER"
# Kill the running xcodebuild test
pkill -f "xcodebuild.test.-only-testing" 2>/dev/null || true
exit 1
fi
fi
fi
sleep 5
done
Run this Bash command in the background. When it exits with code 1, a timing violation was caught. `SLOW-OK` entries (documented unavoidable gaps) are ignored.
**2e. Wait for the builder to complete.** Two possible outcomes:
**Outcome A — Builder completes normally (no violations):**
The watcher found no SLOW entries. Proceed to Step 3 (Refiner).
**Outcome B — Builder completes but evidence review finds gaps:**
The orchestrator reads the screenshots and timing log. If the snap index sequence has large gaps (e.g., snap names jump from "090-..." to "103-..." skipping the entire recording phase), the journey has silently skipped phases. Re-launch the builder with a directive to investigate and fix the gaps. Include the specific missing phases in the prompt.
**Outcome C — Watcher killed the test (violation detected):**
1. Read `screenshot-timing.jsonl` to find all SLOW entries
2. For each SLOW entry, read the test code to find what happens between the previous screenshot and the slow one
3. **Research**: Is it possible to make this step <= 5 seconds?
- Read the app code that the test is exercising
- Check if a `waitForExistence(timeout:)` is set too high
- Check if the app itself is doing unnecessary work
- Check if intermediate screenshots could break a long operation into visible chunks
4. **If fixable (can be <= 5s):** Fix the test code or app code. Go back to 2b (clear timing, re-launch builder).
5. **If NOT fixable** (genuine async like a real download): Add a comment in the test code on the line BEFORE the slow snap explaining exactly why: `// SLOW-OK: 8s gap — simulated model download requires async completion, cannot be reduced`. Then go back to 2b.
6. The watcher will now skip entries with matching names that have `SLOW-OK` comments in the test code.
**Important:** When investigating a SLOW entry, think carefully. Common fixable causes:
- `waitForExistence(timeout: 10)` where the element appears in <1s — lower the timeout
- Missing accessibility identifier causing XCUITest to do a slow tree search — add the identifier
- App performing synchronous work on main thread — move to background
- Test waiting for an element that doesn't exist yet because app code hasn't been written — write the app code
Common unfixable causes (document these):
- Real network/download simulation that must complete asynchronously
- App launch time (first screenshot always has overhead)
- System permission dialogs that appear unpredictablyTIMING_FILE="journeys/{NNN}-{name}/screenshot-timing.jsonl"
SEEN=0
while true; do
if [ -f "$TIMING_FILE" ]; then
TOTAL=$(wc -l < "$TIMING_FILE" | tr -d ' ')
if [ "$TOTAL" -gt "$SEEN" ]; then
# 展示新增条目
tail -n +"$((SEEN + 1))" "$TIMING_FILE"
# 检查无合理理由的SLOW条目(跳过标注了SLOW-OK的已知情况)
SLOW_COUNT=$(tail -n +"$((SEEN + 1))" "$TIMING_FILE" | grep '"SLOW"' | grep -cv 'SLOW-OK' || true)
SEEN=$TOTAL
if [ "$SLOW_COUNT" -gt "0" ]; then
echo "VIOLATION: $SLOW_COUNT new SLOW entries detected (not SLOW-OK)"
grep '"SLOW"' "$TIMING_FILE" | grep -v 'SLOW-OK'
echo "STOPPING_BUILDER"
# 终止运行中的xcodebuild测试
pkill -f "xcodebuild.test.-only-testing" 2>/dev/null || true
exit 1
fi
fi
fi
sleep 5
done
后台运行该Bash命令。如果它以退出码1结束,说明检测到时序违规。`SLOW-OK`条目(已记录的不可避免的间隔)会被忽略。
**2e. 等待Builder运行完成。** 有三种可能的结果:
**结果A —— Builder正常完成(无违规):**
监控器未发现SLOW条目,进入步骤3(Refiner)。
**结果B —— Builder完成但证据审核发现间隔:**
Orchestrator读取截图和时序日志,如果截图索引序列存在大的间隔(比如截图名称从"090-..."直接跳到"103-...",跳过了整个录制阶段),说明旅程静默跳过了部分阶段。重新启动Builder,给出指令要求调查并修复间隔,在提示词中明确说明缺失的阶段。
**结果C —— 监控器终止了测试(检测到违规):**
1. 读取`screenshot-timing.jsonl`找到所有SLOW条目
2. 针对每个SLOW条目,查看测试代码,找到上一张截图和慢截图之间执行的操作
3. **调研:** 是否可以将该步骤的耗时降低到5秒以内?
- 查看测试对应的应用代码
- 检查是否`waitForExistence(timeout:)`设置的超时时间过长
- 检查应用本身是否执行了不必要的操作
- 检查是否可以添加中间截图,将长操作拆分为可见的多个步骤
4. **如果可修复(可以降到5秒以内):** 修复测试代码或应用代码,回到步骤2b(清理时序文件,重新启动Builder)。
5. **如果不可修复**(比如真实的下载这类真实异步操作):在慢截图对应的测试代码行前添加注释,明确说明原因:`// SLOW-OK: 8s gap — simulated model download requires async completion, cannot be reduced`,然后回到步骤2b。
6. 后续监控器会忽略测试代码中带有`SLOW-OK`注释的对应条目。
**重要提示:** 调查SLOW条目时请仔细排查,常见的可修复原因包括:
- `waitForExistence(timeout: 10)`但元素实际在1秒内就会出现 → 降低超时时间
- 缺少无障碍标识导致XCUITest执行缓慢的视图树搜索 → 添加对应的标识
- 应用在主线程执行同步操作 → 移到后台线程执行
- 测试等待的元素还不存在,因为对应的应用代码还没开发 → 完成应用代码开发
常见的不可修复原因(需要记录):
- 真实的网络/下载模拟,必须异步完成
- 应用启动时间(第一张截图总是有额外开销)
- 系统权限弹窗,出现时机不可预测Step 3: Launch Refiner Agent
步骤3: 启动Refiner Agent
After the builder completes, invoke the skill via the Skill tool, passing the spec path as an argument.
autocraft:refine-journeyWait for the refiner to complete. It will:
- Evaluate the builder's output
- Write a score to
journey-refinement-log.md - Edit with project-specific improvements, or add platform-specific pitfalls to the gist
AGENTS.md
Builder运行完成后,通过Skill工具调用 skill,传入规格文件路径作为参数。
autocraft:refine-journey等待Refiner运行完成,它会执行以下操作:
- 评估Builder的输出
- 将得分写入
journey-refinement-log.md - 编辑添加项目特定的优化,或者将平台特定的陷阱添加到gist中
AGENTS.md
Step 4: See What the Builder Produced
步骤4: 查看Builder的产出
Don't just read journey-state.md. Look at the actual work:
-
Read 3-5 screenshots from the journey the builder just worked on. Do they show real features working? Or empty states, error messages, "No Results"? If the screenshots show a feature that's supposed to work but the screenshot shows it empty or broken — the journey is not done, regardless of what journey-state.md claims.
-
Check the journey folder for review files. Are there actual review notes? Or did the builder skip them?bash
ls -la journeys/{NNN}-{name}/*.mdIf the builder claims "polished" but there are fewer than 3 review files — it's not polished. -
Read the refinement log for the score and findings. Extract:
- — the percentage
Score: - — list of failures
Failures Found: - — what was changed
Changes Made to AGENTS.md:
-
Read— but treat it as the builder's CLAIM, not the truth. If your own observations (screenshots, review files) contradict the claimed status, update the status yourself.
journey-state.md
If the screenshots show empty states where features should be, or the review files don't exist — update the status to and send the builder back.
needs-extension不要只读取journey-state.md,要查看实际的工作成果:
-
读取3-5张 Builder刚处理的旅程对应的截图,它们是否展示了真实可用的功能?还是空状态、错误信息、「无结果」?如果截图展示的功能应该是正常运行的,但实际显示为空或损坏——不管journey-state.md怎么声明,这个旅程都没有完成。
-
检查旅程文件夹 中的审核文件,是否有实际的审核备注?还是Builder跳过了这部分?bash
ls -la journeys/{NNN}-{name}/*.md如果Builder声称旅程已「polished」但审核文件少于3个——说明还没有达到完善标准。 -
读取优化日志 获取得分和发现的问题,提取以下信息:
- — 百分比得分
Score: - — 故障列表
Failures Found: - — 修改内容
Changes Made to AGENTS.md:
-
读取—— 但只把它当做Builder的声明,而不是事实。如果你自己的观察结果(截图、审核文件)和声明的状态冲突,自行更新状态。
journey-state.md
如果截图显示本应存在功能的位置是空状态,或者审核文件不存在——将状态更新为,让Builder重新处理。
needs-extensionStep 5: Decide Next Action
步骤5: 决定下一步操作
5a. Pre-stop audit (MANDATORY when score >= 90% or all journeys show ).
polished- Read the Acceptance Criteria Master List from . M total rows.
journey-loop-state.md - For each criterion row: (a) confirm a journey maps it by number in its , (b) confirm the journey's test file contains a step exercising it (search for keywords from the criterion text), (c) confirm a screenshot file exists in
## Spec Coveragefor that step.journeys/{NNN}-{name}/screenshots/ - Build a final audit table:
## Pre-Stop Criterion Audit | Req ID | Crit # | Journey | Mapped? | Test Step? | Screenshot? | VERDICT | - Count uncovered = rows with any NO.
- If uncovered > 0: do NOT stop. For each uncovered criterion — if it belongs to a journey currently marked , update that journey to
polishedinneeds-extension; if no journey owns it, create a new journey targeting those criteria. Continue the loop.journey-state.md - Only proceed to stop if uncovered == 0 AND score >= 95%.
Stop if score >= 95% AND pre-stop audit shows 0 uncovered criteria AND all journeys .
polishedIf current journey is not yet : Continue working on the same journey next iteration.
polishedIf current journey is : Move to the next journey, or next uncovered criteria from the audit.
polishedneeds-extensionIf score did NOT improve for 2 consecutive iterations: Log a warning. If the same failure pattern appears 3 times, escalate.
5a. 停止前审计(当得分>=90%或所有旅程都显示为时强制执行)。
polished- 读取中的验收标准总清单,共M行。
journey-loop-state.md - 针对每个标准行:(a) 确认有旅程在其中按编号映射了该标准,(b) 确认旅程的测试文件包含执行该标准的步骤(搜索标准文本中的关键词),(c) 确认
## Spec Coverage路径下存在对应步骤的截图文件。journeys/{NNN}-{name}/screenshots/ - 构建最终审计表格:
## Pre-Stop Criterion Audit | Req ID | Crit # | Journey | Mapped? | Test Step? | Screenshot? | VERDICT | - 统计未覆盖数 = 任意一项为NO的行数。
- 如果未覆盖数>0:不得停止。针对每个未覆盖的标准——如果它属于当前标记为的旅程,在
polished中将该旅程的状态更新为journey-state.md;如果没有旅程对应这个标准,创建针对这些标准的新旅程,继续循环。needs-extension - 只有当未覆盖数==0且得分>=95%时,才可以继续停止流程。
当得分>=95%、停止前审计显示0个未覆盖标准且所有旅程都为状态时,停止循环。
polished如果当前旅程还没有达到状态: 下次迭代继续处理同一个旅程。
polished如果当前旅程已经是状态: 处理下一个状态的旅程,或者审计中发现的下一个未覆盖标准。
polishedneeds-extension如果连续2次迭代得分都没有提升: 记录警告。如果相同的故障模式连续出现3次,升级上报。
Step 6: Update Loop State
步骤6: 更新循环状态
Append to :
journey-loop-state.md| <iteration> | <journey-name> | <duration> | <score>% | <N changes> | <continue/done> |Increment iteration counter. Go to Step 0.
在中追加记录:
journey-loop-state.md| <iteration> | <journey-name> | <duration> | <score>% | <N changes> | <continue/done> |递增迭代计数器,回到步骤0。
Stop Condition
停止条件
Stop when all of:
- Overall score >= 95%
- Build passes
- All journey tests pass
- Every journey in has status
journey-state.mdpolished - Pre-stop criterion audit in Step 5a shows 0 uncovered criteria (every acceptance criterion in has: a journey mapping it by number, a test step exercising it, and a screenshot proving the outcome)
spec.md - Total criteria covered == M (from the Acceptance Criteria Master List)
When stopped, output:
Loop complete after <N> iterations.
Final score: XX%
Journeys built: <list with durations>
Spec coverage: X / N requirements fully covered (all criteria)
Criteria coverage: X / M acceptance criteria covered (impl + test + screenshot)
Uncovered criteria: (should be 0)
Total test suite duration: Xm
Run all tests with: <exact test command>停止当所有以下条件都满足时停止:
- 总体得分 >= 95%
- 构建通过
- 所有旅程测试通过
- 中的每个旅程状态都是
journey-state.mdpolished - 步骤5a的停止前标准审计显示0个未覆盖标准(中的每个验收标准都满足:有旅程按编号映射、有测试步骤执行、有截图证明结果)
spec.md - 覆盖的标准总数 == M(验收标准总清单中的数量)
停止后输出:
Loop complete after <N> iterations.
Final score: XX%
Journeys built: <list with durations>
Spec coverage: X / N requirements fully covered (all criteria)
Criteria coverage: X / M acceptance criteria covered (impl + test + screenshot)
Uncovered criteria: (should be 0)
Total test suite duration: Xm
Run all tests with: <exact test command>Safety Limits
安全限制
- No iteration limit. The loop runs indefinitely until the user stops it or the stop condition is met.
- Stall detection: If the builder produces no changes for 2 consecutive iterations, log the stall and proceed to the refiner — it can diagnose why the builder stalled.
- Never modify the spec — the spec is read-only. Only and the pitfalls gist get improved.
AGENTS.md - Pitfall gist is append-only — add new pitfalls, never delete existing ones.
- 无迭代次数限制。 循环会持续运行直到用户手动停止或满足停止条件。
- 停滞检测: 如果Builder连续2次迭代都没有产生任何变更,记录停滞并进入Refiner阶段——它可以诊断Builder停滞的原因。
- 永远不要修改规格文件 —— 规格文件是只读的。只有和陷阱gist可以被优化更新。
AGENTS.md - 陷阱gist是仅追加的 —— 只能添加新的陷阱,不得删除已有的内容。