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Planning With Files

Organization
cooragent
planning-with-files

采用三文件(task_plan/findings/progress)进行外部记忆与阶段规划。

Overview

Publishercooragent
RepositoryClarityFinance
Skill nameplanning-with-files
Stars
62
Forks
12
Bundled files
3
LicenseApache-2.0
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.

  • 3 bundled files

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

  • Open source

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

Installation

Install the Planning With Files 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/cooragent/ClarityFinance/tree/main/.claude/skills/planning-with-files
  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/cooragent/ClarityFinance.git /tmp/ClarityFinance
mkdir -p .claude/skills
cp -r /tmp/ClarityFinance/.claude/skills/planning-with-files .claude/skills/planning-with-files
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Planning With Files 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 Planning With Files 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 Planning With Files 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.

Planning with Files

使用三文件作为“外部记忆”:

  • task_plan.md:阶段计划与状态
  • findings.md:研究发现与决策依据
  • progress.md:过程日志与测试记录

文件位置

模板位于本技能目录的 templates/,实际规划文件应创建在项目根目录。

使用要点

  • 复杂任务开始前先创建三文件
  • 每完成一个阶段更新 task_plan.md
  • 每发现新信息更新 findings.md
  • 过程细节持续记录到 progress.md

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 Planning With Files AI skill do?

采用三文件(task_plan/findings/progress)进行外部记忆与阶段规划。

Why use Planning With Files on TypingMind?

Because you install it once and use it with any model. Planning With Files 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 Planning With Files in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/cooragent/ClarityFinance/tree/main/.claude/skills/planning-with-files. 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 Planning With Files?

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 Planning With Files?

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

Is the Planning With Files AI skill free?

Yes. It is published on GitHub by cooragent under the Apache-2.0 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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