Ui Tool Discovery

Community

thakur698

ui-tool-discovery

Discovers, evaluates, and conditionally activates UI tools, skills, and external integrations before executing UI tasks.

Overview

Publisher	thakur698
Repository	`universal-ui-skills`
Skill name	`ui-tool-discovery`
Stars	5
Forks	0
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 thakur698 on GitHub. Read the source before you install it.

Installation

Install the Ui Tool Discovery 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.
https://github.com/thakur698/universal-ui-skills/tree/main/.agents/plugins/universal-ui/skills/ui-tool-discovery
Enable the skill in any chat where you want it available.

Store

Installed

Skills

Add skills

Import one or more skills from a public GitHub folder or a local .skill or .zip archive, or SKILL.md file.

From GitHub URLFrom .skill, .zip, or SKILL.md

GitHub repo or folder

https://github.com/thakur698/universal-ui-skills/tree/main/.agents/plugins/universal-ui/skills/ui-tool-discovery

Points to a single skill folder, or any folder that contains multiple skills. Public repos only.

CancelContinue

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/thakur698/universal-ui-skills.git /tmp/universal-ui-skills
mkdir -p .claude/skills
cp -r /tmp/universal-ui-skills/.agents/plugins/universal-ui/skills/ui-tool-discovery .claude/skills/ui-tool-discovery

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

Use it in TypingMind

Enable Ui Tool Discovery 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 Ui Tool Discovery 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 Ui Tool Discovery 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.

UI Tool Discovery

Mission

Agents must not blindly attempt to use tools that are not configured or available. ui-tool-discovery forces an explicit evaluation phase to map out exactly what is executable in the current environment before orchestrating a V2 UI pipeline.

The Discovery Pipeline

For each UI task, the agent must execute: DISCOVER → CLASSIFY → SELECT → ACTIVATE → VERIFY

Classification Matrix

Every tool, MCP server, integration, or skill MUST be classified into one of these four buckets:

AVAILABLE + EXECUTABLE
- The tool is natively available and the agent has permission/capability to run it silently. (e.g., browser_subagent, run_command for npm).
AVAILABLE + MANUAL
- The tool is available but requires user intervention or approval to run.
NOT AVAILABLE
- The tool does not exist in this environment. (e.g., A Figma MCP when no token is provided).
REQUIRES USER SETUP
- The tool could be used, but the user must first configure it (e.g., setting an API key, providing a specific .riv asset).

Deterministic Verification

For libraries like Rive or Lottie, ui-tool-discovery MUST run a deterministic check before claiming AVAILABLE + EXECUTABLE.

Web: Check package.json for @rive-app/react-canvas (or equivalent).
Flutter: Check pubspec.yaml for rive.
Assets: Verify a .riv or .json asset actually exists in the project. If the package is missing but the environment allows installation (e.g. npm install), the agent may install it if the user requested motion. If the asset is missing, it is REQUIRES USER SETUP (or NOT AVAILABLE if no installation is possible).

Execution Rules

Never Fabricate Execution: Do not claim to have used a tool if it was classified as NOT AVAILABLE or REQUIRES USER SETUP.
Honest Fallbacks: If a preferred external tool (e.g., Figma for reference analysis) is unavailable, explicitly state the fallback mechanism (e.g., "Figma unavailable → Code-first design direction").
Final Report: The agent must output the discovery classification in its final execution report.

Frequently asked questions

What does the Ui Tool Discovery AI skill do?

Discovers, evaluates, and conditionally activates UI tools, skills, and external integrations before executing UI tasks.

Why use Ui Tool Discovery on TypingMind?

Because you install it once and use it with any model. Ui Tool Discovery 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 Ui Tool Discovery in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/thakur698/universal-ui-skills/tree/main/.agents/plugins/universal-ui/skills/ui-tool-discovery. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Ui Tool Discovery?

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 Ui Tool Discovery?

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

Is the Ui Tool Discovery AI skill free?

Yes. It is published on GitHub by thakur698 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

UI Tool Discovery

Mission

The Discovery Pipeline

Classification Matrix

Deterministic Verification

Execution Rules

Frequently asked questions

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