Agent skill

Loop Me

by devcxl in devcxl/mattpocock-skills-zh

“在此 workspace 内就我想构建的工作流规格对我进行盘问。”

— description from SKILL.md by devcxl
MITAuto-check passedDevelopment

Install Loop Me

skills CLI
$ npx skills add devcxl/mattpocock-skills-zh --skill loop-me -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install devcxl/mattpocock-skills-zh loop-me --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/devcxl/mattpocock-skills-zh.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/in-progress/loop-me .claude/skills/loop-me && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
loop-me
GitHub stars
433
Used in
1 other repo
Token cost
~283 tokens
SKILL.md length
30 words
Files
2
Skills in repo
20
Repo updated
First seen
Licence
MIT

At a glance

  • SKILL.md covers 循环透镜, 词汇表, 完成定义 and Workspace
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

About this skill

Loop Me is a skill in devcxl/mattpocock-skills-zh (433 stars). Its SKILL.md is about 283 tokens, with 1 other file in the folder, and copies of it appear in 1 other owners' repositories. Licence: MIT.

What it can do on your machine

Read from SKILL.md and the folder at commit b72cc5b. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Loop Me loads about 283 tokens when it runs. Until then it costs about 10 tokens; SKILL.md has 30 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~10
When it runs · the whole SKILL.md, loaded when a task matches
~283

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from devcxl/mattpocock-skills-zh at commit b72cc5b, republished under its MIT licence (© devcxl). 30 words, ~283 tokens.

Download SKILL.mdSave it as .claude/skills/loop-me/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
loop-me
description
在此 workspace 内就我想构建的工作流规格对我进行盘问。
disable-model-invocation
true
argument-hint
要设计的工作流,或留空以查找

运行一个有状态的 /grilling 会话,其唯一输出是工作流规格。沿用 grilling 纪律:无休无止、一轮接一轮的问题、每题配一个推荐答案:对准下面的词汇表和目标。在 grilling 解决事情的过程中,规格会被创建、编辑、删除。

循环透镜

一个循环(loop)是用户生活中反复出现的模式:他们的职业、他们的一周、他们的早晨、一个反复出现的活动。把生活看成循环套循环,能揭示这些活动实际上有多么可预测:而这正是它们值得委托的原因。用这个透镜去发现值得规格化的循环,并提出用户还没注意到的循环。

一个**工作流(workflow)**是一个循环的规格,使之落地。你在一个循环上运行工作流:循环是它的运行实例。工作流存放在 workflows/*.md,是事实的来源。

词汇表

一套共享语言,只在工作流需要时才拿出来:绝不是清单。不要强加任何结构性内容:一个工作流不需要 AI、检查点或时间表,除非 grilling 表明它确实需要。

  • Trigger(触发器):每次运行的触发条件:一个事件(新邮件、新 issue)或一个时间表(每天早上)。事件触发通常更高效。
  • Checkpoint(检查点):一个人工介入点,在此处要求用户验证或决策。有些工作流没有检查点,完全自主;有些根本不用 AI。
  • Push right(向右推):尽量推迟检查点。在涉及人工之前做最大限度的准备工作,让用户只需在最后被询问一次,所有内容都已就绪。
  • Brief(简报):检查点呈现的内容:紧凑的、随时可决策的摘要:产出了什么、为什么,以及指向产物本身的链接:绝不是原始输出。用户读的是简报,而不是草稿。审阅速度至关重要。

完成定义

一份工作流规格在"实施者 agent 不需要再问一个问题就能把它构建出来"时才算完成。在此之前一直问;只要还有问题未解决,就不算完成。

Workspace

  • workflows/*.md:一份工作流对应一份规格。
  • NOTES.md:关于用户世界的原始笔记:他们使用的工具、他们处理的渠道,以及他们自己的术语。当它为空或单薄时,先就他们的世界访谈他们,再去规格化任何内容。随着术语的出现,把模糊的术语打磨成规范形式,并记在这里。

© devcxl, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in skills/in-progress/loop-me of devcxl/mattpocock-skills-zh.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit b72cc5b

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in devcxl/mattpocock-skills-zh, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Loop Me next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Loop Me compared with similar skills
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Loop Me this skilldevcxl/mattpocock-skills-zh4331 repos~283Automated safety check: PassMIT
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Typescript Advanced Typesrolling-scopes/rsschool-app10k24 repos~4.2kAutomated safety check: PassMPL-2.0
PR Babysitteropeninterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0
Code Review ChecklistshareAI-lab/learn-claude-code78k5 repos~1.1kAutomated safety check: PassMIT
Greplooponyx-dot-app/onyx32k4 repos~3.3kAutomated safety check: PassMIT

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Categories

Questions about Loop Me

How do I install Loop Me in Claude Code?

Run `npx skills add devcxl/mattpocock-skills-zh --skill loop-me -a claude-code`. Or copy the skill folder (skills/in-progress/loop-me in devcxl/mattpocock-skills-zh) into .claude/skills/loop-me in your project. Claude Code loads it when a task matches its description.

How do I install Loop Me in Codex?

Run `npx skills add devcxl/mattpocock-skills-zh --skill loop-me -a codex`. Or copy the skill folder (skills/in-progress/loop-me in devcxl/mattpocock-skills-zh) into .agents/skills/loop-me in your project. Codex loads it when a task matches its description.

Can I use Loop Me in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add devcxl/mattpocock-skills-zh --skill loop-me -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/loop-me, .gemini/skills/loop-me, .github/skills/loop-me and .opencode/skills/loop-me in your project.

What does Loop Me need to run?

SKILL.md names no scripts, command-line tools or credentials: Loop Me is instructions for the agent only.

Does Loop Me access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Loop Me safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Loop Me use?

Loop Me is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Loop Me use?

About 283 tokens (SKILL.md is roughly 1.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Loop Me?

Skills that share tags, products or a category with Loop Me: Finishing a Development Branch (obra/superpowers, 296k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars), PR Babysitter (openinterpreter/openinterpreter, 69k stars) and Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Loop Me?

devcxl (a GitHub user) maintains it in devcxl/mattpocock-skills-zh, which has 433 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on October 5, 2026.

Source: devcxl/mattpocock-skills-zh on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.