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Loop Me

CommunityPopular
vinvcn
loop-me

在这个工作区中,就我想构建的工作流规格访谈我。

Overview

Publishervinvcn
Repositorymattpocock-skills-zh-CN
Skill nameloop-me
Stars
4.5K
Forks
368
Bundled files
1
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by vinvcn on GitHub. Read the source before you install it.

Installation

Install the Loop Me AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/vinvcn/mattpocock-skills-zh-CN/tree/main/skills/in-progress/loop-me
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/vinvcn/mattpocock-skills-zh-CN.git /tmp/mattpocock-skills-zh-CN
mkdir -p .claude/skills
cp -r /tmp/mattpocock-skills-zh-CN/skills/in-progress/loop-me .claude/skills/loop-me
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Loop Me in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Loop Me on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Loop Me is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

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。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Loop Me AI skill do?

在这个工作区中,就我想构建的工作流规格访谈我。

Why use Loop Me on TypingMind?

Because you install it once and use it with any model. Loop Me is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Loop Me in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/vinvcn/mattpocock-skills-zh-CN/tree/main/skills/in-progress/loop-me. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Loop Me?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Loop Me?

As many as you like. As long as a model supports skills, you can use Loop Me with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Loop Me AI skill free?

Yes. It is published on GitHub by vinvcn under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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