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Pensieve

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kingkongshot
pensieve

Project knowledge base and workflow router. knowledge/ caches explored file locations, module boundaries, and call chains for reuse; decisions/maxims are established architecture decisions and coding standards to follow, not relitigate; pipelines are reusable workflows; short-term/ stages new conclusions until promotion or deletion. Use self-improve after completing work to capture new insights. Provides seven tools: init, upgrade, migrate, doctor, self-improve, refine, and sync-instructions.

Overview

Publisherkingkongshot
RepositoryPensieve
Skill namepensieve
Stars
2.5K
Forks
251
Bundled files
5
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.

  • 5 bundled files

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

  • Open source

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

Installation

Install the Pensieve 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.
  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/kingkongshot/Pensieve.git \
  .claude/skills/pensieve
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Pensieve 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 Pensieve 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 Pensieve 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.

Pensieve

Route user requests to the correct tool. When in doubt, confirm first.

Routing

  • Init: Initialize the current project user-data directory and seed files. Tool spec: .src/tools/init.md.
  • Upgrade: Refresh Pensieve skill source code in the global git clone. Tool spec: .src/tools/upgrade.md.
  • Migrate: Run structural migration and legacy cleanup. Tool spec: .src/tools/migrate.md.
  • Doctor: Read-only scan of the current project user-data directory. Tool spec: .src/tools/doctor.md.
  • Self-Improve: Extract reusable conclusions and write them into user data. Tool spec: .src/tools/self-improve.md.
  • Refine: Refine the knowledge base with triage review and compression. Tool spec: .src/tools/refine.md.
  • Sync Instructions: Write existing pipeline short routes into CLAUDE.md / AGENTS.md. Tool spec: .src/tools/sync-instructions.md.
  • Graph View: Read <project-root>/.pensieve/.state/pensieve-user-data-graph.md.

Project Data

Project-level user data is stored in <project-root>/.pensieve/. See .pensieve/state.md for the current project's lifecycle state; see .pensieve/.state/pensieve-user-data-graph.md for the knowledge graph (read on demand).

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 Pensieve AI skill do?

Project knowledge base and workflow router. knowledge/ caches explored file locations, module boundaries, and call chains for reuse; decisions/maxims are established architecture decisions and coding standards to follow, not relitigate; pipelines are reusable workflows; short-term/ stages new conclusions until promotion or deletion. Use self-improve after completing work to capture new insights. Provides seven tools: init, upgrade, migrate, doctor, self-improve, refine, and sync-instructions.

Why use Pensieve on TypingMind?

Because you install it once and use it with any model. Pensieve 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 Pensieve in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/kingkongshot/Pensieve/tree/main. 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 Pensieve?

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 Pensieve?

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

Is the Pensieve AI skill free?

Yes. It is published on GitHub by kingkongshot 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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