Find Skills

OrganizationPopular

caliber-ai-org

find-skills

Discovers and installs community skills from the public registry. Use when the user mentions a technology, framework, or task that could benefit from specialized skills not yet installed, asks 'how do I do X', 'find a skill for X', or starts work in a new technology area. Proactively suggest when the user's task involves tools or frameworks without existing skills.

Overview

Publisher	caliber-ai-org
Repository	`ai-setup`
Skill name	`find-skills`
Stars	1.3K
Forks	124
Bundled files	Instructions only
License	MIT
Links	Skill source Repository Homepage

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 caliber-ai-org on GitHub. Read the source before you install it.

Installation

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

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.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
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.

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/caliber-ai-org/ai-setup.git /tmp/ai-setup
mkdir -p .claude/skills
cp -r /tmp/ai-setup/skills/find-skills .claude/skills/find-skills

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Find Skills 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 Find Skills 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 Find Skills 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.

Find Skills

Search the public skill registry for community-contributed skills relevant to the user's current task and install them into this project.

Instructions

Identify the key technologies, frameworks, or task types from the user's request that might have community skills available
Ask the user: "Would you like me to search for community skills for [identified technologies]?"

If the user agrees, run:

bash
caliber skills --query "<relevant terms>"

This outputs the top 5 matching skills with scores and descriptions.

Present the results to the user and ask which ones to install

Install the selected skills:

bash
caliber skills --install <slug1>,<slug2>

Read the installed SKILL.md files to load them into your current context so you can use them immediately in this session
Summarize what was installed and continue with the user's task

Examples

User: "let's build a web app using React" -> "I notice you want to work with React. Would you like me to search for community skills that could help with React development?" -> If yes: run caliber skills --query "react frontend" -> Show the user the results, ask which to install -> Run caliber skills --install <selected-slugs> -> Read the installed files and continue

User: "help me set up Docker for this project" -> "Would you like me to search for Docker-related skills?" -> If yes: run caliber skills --query "docker deployment"

User: "I need to write tests for this Python ML pipeline" -> "Would you like me to find skills for Python ML testing?" -> If yes: run caliber skills --query "python machine-learning testing"

When NOT to trigger

The user is working within an already well-configured area
You already suggested skills for this technology in this session
The user is in the middle of urgent debugging or time-sensitive work
The technology is too generic (e.g. just "code" or "programming")

Frequently asked questions

What does the Find Skills AI skill do?

Why use Find Skills on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/caliber-ai-org/ai-setup/tree/master/skills/find-skills. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Find Skills?

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 Find Skills?

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

Is the Find Skills AI skill free?

Yes. It is published on GitHub by caliber-ai-org 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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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Find Skills

Instructions

Examples

When NOT to trigger

Frequently asked questions

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