Agent skill

Loop Me

by vinvcn in vinvcn/mattpocock-skills-zh-CN

“在这个工作区中,就我想构建的工作流规格访谈我。”

— description from SKILL.md by vinvcn
MITAuto-check passed

Install Loop Me

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

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

GitHub CLI
$ gh skill install vinvcn/mattpocock-skills-zh-CN 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/vinvcn/mattpocock-skills-zh-CN.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
4.7k
Token cost
~375 tokens
SKILL.md length
122 words
Files
2
Skills in repo
33
Repo updated
First seen
Licence
MIT

At a glance

  • SKILL.md covers The loop lens, Vocabulary, Definition of done and The workspace
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

About this skill

Loop Me is a skill in vinvcn/mattpocock-skills-zh-CN (4.7k stars). Its SKILL.md is about 375 tokens, with 1 other file in the folder. Licence: MIT.

What it can do on your machine

Read from SKILL.md and the folder at commit 3f92a83. 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 375 tokens when it runs. Until then it costs about 8 tokens; SKILL.md has 122 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~8
When it runs · the whole SKILL.md, loaded when a task matches
~375

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 vinvcn/mattpocock-skills-zh-CN at commit 3f92a83, republished under its MIT licence (© vinvcn). 122 words, ~375 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
在这个工作区中,就我想构建的工作流规格访谈我。
disable-model-invocation
true
argument-hint
一个待设计的工作流;也可以留空,让我去找一个

调用 Skill 工具并指定 grilling,运行一个 stateful session,唯一输出是 workflow specs。使用 grilling discipline:持续追问、一次一个问题、每个问题都附推荐答案。围绕下面的 vocabulary 和 goal 来访谈。随着 grilling 解决问题,创建、编辑、删除 specs。

The loop lens

Loop 是用户生活中的重复模式:career、week、morning,或单个重复活动。把生活看成 loops within loops,会揭示活动到底有多 predictable,也因此揭示哪些值得 delegating。用这个 lens 找到值得写 spec 的 loops,并提出用户尚未注意到的 loops。

Workflow 是一个 loop 的 spec,并让它变得可执行。你在 loop 上运行 workflow;loop 是它的运行实例。Workflows 存在 workflows/*.md 中,并作为 source of truth。

Vocabulary

只有当 workflow 需要时才使用 shared language;它不是 checklist。不要强制任何结构:除非 grilling 表明需要,否则 workflow 不需要 AI、不需要 checkpoint,也不需要 schedule。

  • Trigger - 每次运行的触发物:一个 event(新 email、新 issue)或一个 schedule(每天早晨)。Event-triggering 通常更高效。
  • Checkpoint - human-in-the-loop 点,用户在这里验证或决策。有些 workflows 没有 checkpoint,可自主运行;有些完全不使用 AI。
  • Push right - 尽可能延后 checkpoint。在涉及人之前先完成最大量工作,让用户只被晚些时候问一次,并且一切都已准备好。
  • Brief - checkpoint 展示的内容:紧凑、decision-ready 的 summary,说明产出了什么、为什么、并链接到底层 asset;永远不是 raw output。用户读 brief,不读 draft。Review 速度至关重要。

Definition of done

当 implementer agent 能在不问任何问题的情况下构建它时,workflow spec 才算 done。持续 grilling 到那时;只要还有问题,就不算完成。

The workspace

  • workflows/*.md - 每个 workflow 一个 spec。
  • NOTES.md - 关于用户世界的 raw notes:他们使用的 tools、处理的 channels,以及他们对两者的自有术语。当它为空或很薄时,先访谈用户的世界,再写任何 spec。随着 fuzzy terms 浮现,把它们打磨成 canonical terms,并记录在这里。

© vinvcn, 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 vinvcn/mattpocock-skills-zh-CN.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 3f92a83

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Questions about Loop Me

How do I install Loop Me in Claude Code?

Run `npx skills add vinvcn/mattpocock-skills-zh-CN --skill loop-me -a claude-code`. Or copy the skill folder (skills/in-progress/loop-me in vinvcn/mattpocock-skills-zh-CN) 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 vinvcn/mattpocock-skills-zh-CN --skill loop-me -a codex`. Or copy the skill folder (skills/in-progress/loop-me in vinvcn/mattpocock-skills-zh-CN) 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 vinvcn/mattpocock-skills-zh-CN --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 375 tokens (SKILL.md is roughly 1.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

Who maintains Loop Me?

vinvcn (a GitHub user) maintains it in vinvcn/mattpocock-skills-zh-CN, which has 4,657 GitHub stars. The repository holds 33 skills in this directory. The repository was last updated on September 28, 2026.

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