GitHub 上 star 最高的一批 skill，我全扒了一遍。

最猛的一个 24 万 star，比不少明星框架还高。

star 从高到低，都附了链接，按需自取

1｜superpowers · 约 24 万 star

给 AI 装一整套资深工程师的干活习惯：先想清楚再动手、自己写测试、自己 debug。目前的天花板。 http://github.com/obra/superpowers…

2｜ECC（everything-claude-code）· 约 20 万 star

性能优化全家桶——技能、记忆、安全、先查资料再动手，一次配齐，多个 AI 编辑器通用。堆料之王。 http://github.com/affaan-m/everything-claude-code…

3｜mattpocock/skills · 16 万 star

一个真·资深工程师，把自己天天在用的私货全开源了。胜在真实，不是摆拍。 http://github.com/mattpocock/skills…

4｜anthropics 官方四件套 · 16 万 star

官方亲自下场：pdf / docx / pptx / xlsx。一句话生成带排版的 Word、能算公式的 Excel、能讲的 PPT。 http://github.com/anthropics/skills…

5｜karpathy skills · 13 万 star

其实就一个文件，把大神 Karpathy 踩过的 AI 写码坑总结成规则喂给 AI。四两拨千斤，肉眼可见变聪明。 http://github.com/multica-ai/andrej-karpathy-skills…

6｜gstack · 11 万 star

YC 掌门 Garry Tan 的原装配置，23 个工具分别扮演 CEO、设计、工程经理、QA。抄大佬桌面，拎包入住。 http://github.com/garrytan/gstack

7｜ui-ux-pro-max · 10 万 star

专治“程序员默认审美“。让 AI 做出来的界面像专业设计师，不是一眼假。 http://github.com/nextlevelbuilder/ui-ux-pro-max-skill…

8｜caveman · 8 万 star

最有梗的一个：让 AI“像原始人一样说话“，砍掉 65% 的输出 token，省钱还好笑。 http://github.com/JuliusBrussee/caveman…

9｜graphify · 8 万 star

把一堆代码、文档、图片，变成一张能直接问答的知识图谱。一团乱麻的老项目瞬间能“问路“。 http://github.com/safishamsi/graphify…

说到底，这些几十万 star 的 skill，就是把一个资深行业大佬，打包成一个你能直接抄的文件。

vibe coding 时代不用你自己会研发

——装上对口的 skill，等于随时雇了个高手，站你背后。

obra/superpowers

Source: https://github.com/obra/superpowers

Superpowers

Superpowers is a complete software development methodology for your coding agents, built on top of a set of composable skills and some initial instructions that make sure your agent uses them.

We’re Hiring!

We’re hiring someone to help out full time with Superpowers community and code work. You can read about the job at https://primeradiant.com/jobs/superpowers-community-engineer/ If this sounds like someone you know, definitely send them our way.

Quickstart

Give your agent Superpowers: Claude Code, Antigravity, Codex App, Codex CLI, Cursor, Factory Droid, GitHub Copilot CLI, Kimi Code, OpenCode, Pi.

How it works

It starts from the moment you fire up your coding agent. As soon as it sees that you’re building something, it doesn’t just jump into trying to write code. Instead, it steps back and asks you what you’re really trying to do.

Once it’s teased a spec out of the conversation, it shows it to you in chunks short enough to actually read and digest.

After you’ve signed off on the design, your agent puts together an implementation plan that’s clear enough for an enthusiastic junior engineer with poor taste, no judgement, no project context, and an aversion to testing to follow. It emphasizes true red/green TDD, YAGNI (You Aren’t Gonna Need It), and DRY.

Next up, once you say “go”, it launches a subagent-driven-development process, having agents work through each engineering task, inspecting and reviewing their work, and continuing forward. It’s not uncommon for your agent to work autonomously for a couple hours at a time without deviating from the plan you put together.

There’s a bunch more to it, but that’s the core of the system. And because the skills trigger automatically, you don’t need to do anything special. Your coding agent just has Superpowers.

Commercial Services

If you’re using Superpowers in enterprise and could benefit from commercial support, additional tooling, or managed spending, please don’t hesitate to drop us a line at [email protected].

Installation

Installation differs by harness. If you use more than one, install Superpowers separately for each one.

Claude Code

Superpowers is available via the official Claude plugin marketplace

Official Marketplace

• Install the plugin from Anthropic’s official marketplace:

  /plugin install superpowers@claude-plugins-official
  

Superpowers Marketplace

The Superpowers marketplace provides Superpowers and some other related plugins for Claude Code.

• Register the marketplace:

  /plugin marketplace add obra/superpowers-marketplace
  

• Install the plugin from this marketplace:

  /plugin install superpowers@superpowers-marketplace
  

Antigravity

Install Superpowers as a plugin from this repository:

agy plugin install https://github.com/obra/superpowers

Antigravity runs the plugin’s session-start hook, so Superpowers is active from the first message. Reinstall with the same command to update.

Codex App

Superpowers is available via the official Codex plugin marketplace.

• In the Codex app, click on Plugins in the sidebar.
• You should see Superpowers in the Coding section.
• Click the + next to Superpowers and follow the prompts.

Codex CLI

Superpowers is available via the official Codex plugin marketplace.

• Open the plugin search interface:

  /plugins
  

• Search for Superpowers:

  superpowers
  

• Select Install Plugin.

Cursor

• In Cursor Agent chat, install from marketplace:

  /add-plugin superpowers
  

• Or search for “superpowers” in the plugin marketplace.

Factory Droid

• Register the marketplace:

  droid plugin marketplace add https://github.com/obra/superpowers
  

• Install the plugin:

  droid plugin install superpowers@superpowers
  

GitHub Copilot CLI

• Register the marketplace:

  copilot plugin marketplace add obra/superpowers-marketplace
  

• Install the plugin:

  copilot plugin install superpowers@superpowers-marketplace
  

Kimi Code

Superpowers is available in Kimi Code’s plugin marketplace.

• Open Kimi Code’s plugin manager:

  /plugins
  

• Go to Marketplace > Superpowers and install it.

• Or install directly from this repository:

  /plugins install https://github.com/obra/superpowers
  

• Detailed docs: docs/README.kimi.md

OpenCode

OpenCode uses its own plugin install; install Superpowers separately even if you already use it in another harness.

• Tell OpenCode:

  Fetch and follow instructions from https://raw.githubusercontent.com/obra/superpowers/refs/heads/main/.opencode/INSTALL.md
  

• Detailed docs: docs/README.opencode.md

Pi

Install Superpowers as a Pi package from this repository:

pi install git:github.com/obra/superpowers

For local development, run Pi with this checkout loaded as a temporary package:

pi -e /path/to/superpowers

The Pi package loads the Superpowers skills and a small extension that injects the using-superpowers bootstrap at session startup and again after compaction. Pi has native skills, so no compatibility Skill tool is required. Subagent and task-list tools remain optional Pi companion packages.

The Basic Workflow

1. brainstorming - Activates before writing code. Refines rough ideas through questions, explores alternatives, presents design in sections for validation. Saves design document.

2. using-git-worktrees - Activates after design approval. Creates isolated workspace on new branch, runs project setup, verifies clean test baseline.

3. writing-plans - Activates with approved design. Breaks work into bite-sized tasks (2-5 minutes each). Every task has exact file paths, complete code, verification steps.

4. subagent-driven-development or executing-plans - Activates with plan. Dispatches fresh subagent per task with two-stage review (spec compliance, then code quality), or executes in batches with human checkpoints.

5. test-driven-development - Activates during implementation. Enforces RED-GREEN-REFACTOR: write failing test, watch it fail, write minimal code, watch it pass, commit. Deletes code written before tests.

6. requesting-code-review - Activates between tasks. Reviews against plan, reports issues by severity. Critical issues block progress.

7. finishing-a-development-branch - Activates when tasks complete. Verifies tests, presents options (merge/PR/keep/discard), cleans up worktree.

The agent checks for relevant skills before any task. Mandatory workflows, not suggestions.

What’s Inside

Skills Library

Testing

• test-driven-development - RED-GREEN-REFACTOR cycle (includes testing anti-patterns reference)

Debugging

• systematic-debugging - 4-phase root cause process (includes root-cause-tracing, defense-in-depth, condition-based-waiting techniques)
• verification-before-completion - Ensure it’s actually fixed

Collaboration

• brainstorming - Socratic design refinement
• writing-plans - Detailed implementation plans
• executing-plans - Batch execution with checkpoints
• dispatching-parallel-agents - Concurrent subagent workflows
• requesting-code-review - Pre-review checklist
• receiving-code-review - Responding to feedback
• using-git-worktrees - Parallel development branches
• finishing-a-development-branch - Merge/PR decision workflow
• subagent-driven-development - Fast iteration with two-stage review (spec compliance, then code quality)

Meta

• writing-skills - Create new skills following best practices (includes testing methodology)
• using-superpowers - Introduction to the skills system

Philosophy

• Test-Driven Development - Write tests first, always
• Systematic over ad-hoc - Process over guessing
• Complexity reduction - Simplicity as primary goal
• Evidence over claims - Verify before declaring success

Read the original release announcement.

Contributing

The general contribution process for Superpowers is below. Keep in mind that we don’t generally accept contributions of new skills and that any updates to skills must work across all of the coding agents we support.

1. Fork the repository
2. Switch to the ‘dev’ branch
3. Create a branch for your work
4. Follow the writing-skills skill for creating and testing new and modified skills
5. Submit a PR, being sure to fill in the pull request template.

Skill-behavior tests use the drill eval harness from superpowers-evals, cloned into evals/ — see evals/README.md for setup. Plugin-infrastructure tests live at tests/ and run via the relevant run-*.sh or npm test.

See skills/writing-skills/SKILL.md for the complete guide.

Updating

Superpowers updates are somewhat coding-agent dependent, but are often automatic.

License

MIT License - see LICENSE file for details

Visual companion telemetry

Because skills and plugins don’t provide any feedback to creators, we have no idea how many of you are using Superpowers. By default, the Prime Radiant logo on brainstorming’s optional visual companion feature is loaded from our website. It includes the version of Superpowers in use. It does not include any details about your project, prompt, or coding agent. We don’t see your clicks or anything about what you’re building. This helps us have a rough idea of how many folks are using Superpowers and which version of Superpowers they’re using. It’s 100% optional. To disable this, set the environment variable SUPERPOWERS_DISABLE_TELEMETRY to any true value. Superpowers also honors Claude Code’s DISABLE_TELEMETRY and CLAUDE_CODE_DISABLE_NONESSENTIAL_TRAFFIC opt-outs.

Community

Superpowers is built by Jesse Vincent and the rest of the folks at Prime Radiant.

• Discord: Join us for community support, questions, and sharing what you’re building with Superpowers
• Issues: https://github.com/obra/superpowers/issues
• Release announcements: Sign up to get notified about new versions