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Agent Skill · 研究检索

loop-nanny(循环保姆)

loop-nanny 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

loop-nanny 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 49,573。

总安装 648周安装 27GitHub Stars 55下载 216核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:loop-nanny(循环保姆)
来源仓库:https://github.com/joelhooks/joelclaw
仓库路径:skills/loop-nanny
安装命令:
npx skills add https://github.com/joelhooks/joelclaw --skill loop-nanny
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/joelhooks/joelclaw --skill loop-nanny

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于查找和筛选相关信息,适合基于关键词快速定位结果。支持任务场景匹配和来源线索检索,提升信息获取效率。通过 GitHub 安装,需确认权限范围和维护状态后再使用。可能触发联网、命令执行或文件读写操作,建议提前评估风险。loop-nanny 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/loop-nanny

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/joelhooks/joelclaw --skill loop-nanny;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

loop-nanny 怎么安装?

在终端执行 npx skills add https://github.com/joelhooks/joelclaw --skill loop-nanny。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

loop-nanny 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

loop-nanny 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

loop-nanny 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

loop-nanny 用的人多吗?

公开数据是累计安装 648 次,近一周安装 27 次,下载 216 次,GitHub 55 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

loop-nanny 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
loop-nanny

循环保姆 · 本页

64855只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Loop Nanny

Monitor, triage, and clean up after agent loops. The agent-loop skill starts loops. This skill keeps them healthy.

Monitor a Running Loop

joelclaw loop status <LOOP_ID>

joelclaw is the primary CLI.

Poll every 2–3 minutes. A story typically takes 3–8 minutes (test-write → implement → review → judge). If a story shows no progress for 10+ minutes, something is stuck.

Reading Status Output

StatusMeaningAction
✅ PASSStory completedNone
⏭ SKIPExhausted retriesCheck if code landed anyway (common — see Skip Triage)
▶ STORY.DISPATCHEDImplementor runningWait
▶ TESTS.WRITTENReviewer runningWait
▶ CHECKS.COMPLETEDJudge evaluatingWait
▶ STORY.RETRIEDFailed, retryingCheck attempt output for patterns
▶ RETRO.COMPLETEDLoop finishing (merge-back)Wait for merge, then verify
⏳ pendingNot yet startedNormal — queued

Skip Triage

Stories skip when the judge fails them after max retries. But the implementation often landed anyway — later stories may have included the work, or the first attempt was correct but tests were over-specified.

Check if skipped work actually landed

# 1. Read the attempt output
cat /tmp/agent-loop/<LOOP_ID>/<STORY_ID>-<ATTEMPT>.out | tail -40

# 2. Check if the files exist on main after merge
ls <project>/path/to/expected/file

# 3. Check git log for the story's commits
cd <project> && git log --oneline --grep="<STORY_ID>" -5

Common skip causes

PatternCausePrevention
"Already exists"Story duplicates work from prior storyWrite more atomic stories; planner didn't know current state
Test assertion failureAgent-generated tests over-specify implementationAcceptance criteria should test behavior, not implementation
TypeScript compile errorStory depends on types from a skipped storyOrder stories so type-providing stories run first
TimeoutImplementor took too longSmaller story scope

Post-Loop Cleanup

After merge-back completes (status shows RETRO.COMPLETED then resolves):

1. Verify merge landed

cd <project> && git log --oneline -5
# Should show: "Merge branch 'agent-loop/<LOOP_ID>'"

2. Run full test suite

cd <project> && bun test 2>&1 | tail -5

3. Delete stale acceptance tests

Agent loops generate __tests__/<story-id>-*.test.ts files. These test implementation details and break on every refactor. Delete them after verifying the real tests pass.

# Find agent-generated test files
ls <project>/__tests__/*-*.test.ts 2>/dev/null

# Check which fail
bun test __tests__/ 2>&1 | grep "(fail)"

# Delete ALL agent-generated acceptance tests (they served their purpose)
rm <project>/__tests__/<prefix>-*.test.ts

# Verify clean
bun test 2>&1 | tail -3

Per AGENTS.md: *"over-specified tests that mock internal step names are worse than no tests — they break on every refactor and give false negatives."*

4. TypeScript check

cd <project> && bunx tsc --noEmit

5. Restart worker deployment (if loop touched Inngest functions)

kubectl -n joelclaw rollout restart deployment/system-bus-worker
kubectl -n joelclaw rollout status deployment/system-bus-worker --timeout=180s
joelclaw refresh
joelclaw status

6. Commit cleanup

cd <project> && git add -A && git commit -m "chore: post-loop cleanup for <LOOP_ID>

Delete stale acceptance tests, verify N pass / 0 fail / tsc clean"

When to Intervene

Don't intervene — let the loop work

  • Story on first attempt (even if slow)
  • Story retrying with feedback (judge gave actionable feedback)
  • Story just skipped but later stories are still pending

Intervene — something is broken

  • Same error on retry: Check attempt output. If retry 2 has identical error to retry 1, the feedback loop isn't helping — cancel and fix the root cause.
  • Merge conflict during complete: joelclaw logs errors will show merge abort. Manually resolve: cd <project> && git merge --abort then merge the branch by hand.
  • Worker crashed: joelclaw status shows worker down. Restart deployment: kubectl -n joelclaw rollout restart deployment/system-bus-worker
  • All stories skipping: The PRD likely has a bad assumption. Cancel, review prd.json, re-fire.
  • Loop stuck (no progress for 15min): Check joelclaw runs --count 5 — if the latest run is COMPLETED but no new run dispatched, there's a state bug. Cancel and re-fire from the stuck story.

Cancel a stuck loop

joelclaw loop cancel <LOOP_ID>

# Clean up worktree manually (cancel doesn't auto-merge)
cd <project>
git worktree remove /tmp/agent-loop/<LOOP_ID> --force 2>/dev/null
git branch -D agent-loop/<LOOP_ID> 2>/dev/null
git worktree prune

Reading Attempt Output

Each story attempt writes to /tmp/agent-loop/<LOOP_ID>/<STORY_ID>-<ATTEMPT>.out. These contain the implementor/reviewer's full output (diffs, reasoning, test results).

# Quick scan — last 40 lines usually has the verdict
tail -40 /tmp/agent-loop/<LOOP_ID>/<STORY_ID>-<ATTEMPT>.out

# Check all attempts for a story
ls /tmp/agent-loop/<LOOP_ID>/<STORY_ID>-*.out

# Grep for errors across all attempts
grep -i "error\|fail\|reject" /tmp/agent-loop/<LOOP_ID>/*.out

Monitoring Checklist

Use this sequence when babysitting a loop:

1. joelclaw loop status <LOOP_ID>          — where are we?
2. (if story running) wait 3 min, re-check
3. (if story skipped) check attempt output — did the work land anyway?
4. (if loop completed) verify merge, run tests, delete stale tests, restart worker
5. (if stuck) joelclaw runs --count 5 + joelclaw logs errors — diagnose

Improve joelclaw While You Nanny

The nanny is the primary consumer of joelclaw output. When you hit a gap — missing info, unclear output, an extra step you had to do manually — fix joelclaw right then. The joelclaw source lives at ~/Code/joelhooks/joelclaw/.

What to improve

  • Missing data in output: joelclaw loop status doesn't show story descriptions? Add them.
  • Manual steps that should be commands: Had to kubectl logs directly? Add it to joelclaw logs.
  • Bad next_actions: The suggested next commands don't match what you actually needed? Fix the HATEOAS.
  • Error without fix: Got an error with no fix field? Add one via respondError().
  • New command needed: Found yourself running raw curl/GraphQL? Wrap it in a joelclaw command.

How to improve

# Commands are in packages/cli/src/commands/ — one file per command
# Response helpers in packages/cli/src/response.ts
# Inngest client methods in packages/cli/src/inngest.ts

# Test your change
joelclaw <command> 2>&1 | python3 -m json.tool

# Commit
git add -A && git commit -m "feat: joelclaw <command> — <what you added>"

Follow the cli-design skill: JSON always, HATEOAS next_actions, context-safe output, errors with fixes. After improving joelclaw, update this skill doc if the monitoring workflow changed.

Diagnosing Stalled Loops

When a loop stops progressing, use the diagnostic command FIRST:

# Quick diagnosis of all loops
joelclaw loop diagnose all -c

# Diagnose + auto-fix (clears claims, re-fires plan events)
joelclaw loop diagnose all -c --fix

# Verify fix worked (~30s later)
joelclaw loop status <loop-id> -c

Common diagnoses:

  • CHAIN_BROKEN — judge→plan event was lost. --fix re-fires the plan event.
  • ORPHANED_CLAIM — agent died but claim remains. --fix clears claim + re-fires.
  • STUCK_RUN — Inngest run active but agent dead. --fix clears + re-fires.
  • WORKER_UNHEALTHY — fewer functions than expected. --fix restarts worker.

See loop-diagnosis skill for full reference.

Gotchas

  • Don't edit the monorepo while a loop runs — git add -A in the worktree scoops unrelated changes
  • CLI-focused edits are safest during active loops — avoid changing packages/system-bus mid-run unless you're intentionally redeploying the worker
  • prd.json and progress.txt get dirty — this is normal; complete.ts stashes before merge
  • Worktree branch not auto-deleted on cancel — clean manually (see Cancel section)
  • Cross-file test pollution — agent-generated __tests__/ files can cause failures in real tests when run together; delete them

平台分布

Codex

37.98%
按下载量换算82

Claude

29.75%
按下载量换算64

Cursor

18.84%
按下载量换算41

Gemini CLI

10.6%
按下载量换算23

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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