今日热榜中文
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Task skills

Matt Pocock Skills

mattpocock/skills

Reproduce a problem and verify its cause before changing code.

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Introduction

Prepared by 今日热榜 from public project documentation

For developers who want a verifiable AI workflow. Skills include debugging, requirements discussions, and test-driven development: describe the problem with a failing test, then check the fix. Supply your code, reproduction steps, and test environment. The README documents setup for multiple assistants.

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Setup requirements have not been reviewed yet. Check the project’s setup guide.

Setup and usage guide ↗

Based on public documentation; not individually installed and tested here.

Ways to use it

  • Reproduce problems and verify causes
  • Turn requirements into checkable steps
  • Validate changes with relevant tests

Official project & documentation

View source code ↗Project website ↗Setup and usage guide ↗

The project’s original description

Skills for Real Engineers. Straight from my .agents directory.

More projects of this type

These other listed projects can help you compare use cases and setup requirements.

  • Superpowers — Give AI a development workflow for clarifying requirements, planning, coding, and checking results.
  • gstack — Connect planning, code review, and browser checks in a development workflow.
  • Addy Osmani Agent Skills — Guide AI through debugging, code review, and web performance work.

Sources and ranking

This directory lists AI development plugins with public source code and a clear purpose. Browse by task, then open an introduction to learn what a project does, who it is for, and what you need to get started. It covers selected projects, not every AI plugin.

How do the three plugin types differ?

Tool connections (MCP) let AI assistants use external tools such as browsers, code repositories and databases. MCP is the protocol used for these connections.

Reusable skills give a compatible AI assistant instructions and guidance for a particular task.

Editor plugins run inside the software you use to write code, adding AI chat, completions or suggested edits.

How does “Most starred” work?

Projects are sorted by their total GitHub stars. Stars indicate interest; they are not downloads, active users or quality scores. A skill pack counts as one project. Daily star growth is not shown without historical records.

What does “Recently updated” mean?

It uses the most recent code push, which may not be a new release. The 7-day filter checks that project update time; ranking still uses all-time stars. Each introduction shows when its star count was collected. Failed updates keep the last saved data.

Introductions are based on public project documentation. These projects have not each been installed and tested here. Check the project documentation for setup, compatibility and service costs. Refreshing this list only reads saved data; it does not start collection.

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