Test

Organization

g2i-ai

test

Behavior-first test guidance.

Overview

Publisher	g2i-ai
Repository	`agents`
Skill name	`test`
Stars	53
Forks	2
Bundled files	Instructions only
Links	Skill source Repository

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 g2i-ai on GitHub. Read the source before you install it.

Installation

Install the Test 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/g2i-ai/agents/tree/main/skills/test
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/g2i-ai/agents.git /tmp/agents
mkdir -p .claude/skills
cp -r /tmp/agents/skills/test .claude/skills/test

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

Use it in TypingMind

Enable Test 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 Test 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 Test 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.

Test

Invocation

This skill is performed in the Developer persona. If you are not already running as Developer (for example, the user invoked /test directly), read subagents/developer.md and adopt its role guidance for the rest of this task. Stay in the current chat—do not delegate to a subagent.

Objective

Write or improve tests that defend real user-visible behavior without encoding broken behavior as correct.

Core Rules

Start from the expected user behavior or contract, not implementation details.
Test names must describe observable behavior only.
Never write a green test that asserts a known bug as correct behavior.
If a test reveals a product bug, call that out explicitly instead of mutating the test to hide it.
Prefer existing test helpers, fixtures, and patterns before creating new ones.

Naming Guidance

Good: when a valid user signs in, they reach the dashboard
Good: when repo access is removed, the preview no longer shows that collaborator
Bad: useThing works correctly
Bad: POST /api/foo returns 200
Bad: someHelper handles edge cases

Repo Conventions

Place unit tests close to the code they cover as *.test.ts or *.test.tsx.
Run the relevant test suite for unit-level verification.
Run E2E tests when the change requires browser-flow validation.
If the repo does not provide a narrower script for the exact test slice you want, say so explicitly rather than inventing one.

Bug Discovery Protocol

A failing test that exposes a real bug is a useful deliverable.
If the observed behavior looks wrong, ask whether it is intentional before turning it into the asserted contract.
Fix the application behavior when it is in scope.
If the bug is out of scope, document the gap clearly instead of pretending the behavior is correct.

Review Checklist

Does the test assert a real contract or user-visible behavior?
Does it verify more than status-only success?
Does it match existing repo test structure and helpers?
Does it avoid broad mocks when the contract is integration-sensitive?
Does it run under the right repo verification command?

Frequently asked questions

What does the Test AI skill do?

Behavior-first test guidance.

Why use Test on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/g2i-ai/agents/tree/main/skills/test. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Test?

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 Test?

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

Is the Test AI skill free?

It is published on GitHub by g2i-ai. Check the repository for licensing terms. 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

Test

Invocation

Objective

Core Rules

Naming Guidance

Repo Conventions

Bug Discovery Protocol

Review Checklist

Frequently asked questions

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