Cleanup logo

Cleanup

Organization
Fergana-Labs
cleanup

Find duplicates, dead links and untagged items in a saved library and propose what to do about each.

Overview

PublisherFergana-Labs
Repositorystash
Skill namecleanup
Stars
340
Forks
44
Bundled files
Instructions only
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.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by Fergana-Labs on GitHub. Read the source before you install it.

Installation

Install the Cleanup 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/Fergana-Labs/stash/tree/main/docs/skills/cleanup
  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/Fergana-Labs/stash.git /tmp/stash
mkdir -p .claude/skills
cp -r /tmp/stash/docs/skills/cleanup .claude/skills/cleanup
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Cleanup 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 Cleanup 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 Cleanup 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.

Cleaning up a saved library

Propose, never dispose. You do not delete, merge, retag or archive anything in this skill. You produce a list the user can act on, and you act only on items they name afterwards. An agent that quietly tidies someone's library is an agent they stop trusting.

The three piles

The Bookmarks app computes these; read them rather than deriving them.

Duplicates — the same page saved more than once, matched on a normalized URL (protocol, www., trailing slash and tracking params ignored). The oldest save is treated as the original.

For each group, recommend which to keep, and say why: prefer the one whose saved copy actually captured content over a link-only save, then the one with topics already on it, then the oldest. Note when the "duplicates" are not really duplicates — a URL that serves different content over time, for instance — and leave those alone.

Broken — a link the checker got a 404 or 410 from. Note it only trusts those two codes, so a broken item is genuinely gone rather than merely unreachable. For each, check whether the saved copy still has the content: if it does, the recommendation is "keep, the archive is the point now"; if it is link-only, there is nothing left and it can go.

Untagged — no topics. Usually means enrichment failed or the page had nothing to read. Propose topics from the existing vocabulary — read it off the Topics column's options — rather than inventing new ones; a cleanup pass that adds twelve new near-synonyms has made things worse.

Write it

Group by pile. Each item: what it is, the recommendation, one clause of why, and a link. Lead with a one-line count of each pile so the user can decide where to spend their attention.

End with the single sentence they need: "Say which of these to action and I'll do it." Then stop.

Rules

  • No action without an explicit instruction naming what to act on.
  • If a pile is empty, say so in one line rather than omitting it — knowing there are no broken links is worth something.
  • Never recommend deleting the last remaining copy of anything.

Frequently asked questions

What does the Cleanup AI skill do?

Find duplicates, dead links and untagged items in a saved library and propose what to do about each.

Why use Cleanup on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Fergana-Labs/stash/tree/main/docs/skills/cleanup. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Cleanup?

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 Cleanup?

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

Is the Cleanup AI skill free?

Yes. It is published on GitHub by Fergana-Labs 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.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇