@laobaishare: I went through the batch of skills with the highest star counts on GitHub. The most impressive one has 240k stars, higher than many popular frameworks. Sorted by stars from high to low, all with links attached. Grab what you need. 1|superpowers · ~240k stars. Equip AI with a complete set of senior engineer work habits: think before acting, write your own tests, debug yourself. The current ceiling. http://github.com/obra/superpowers…

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Summary

A curated list of the most popular AI programming skill repositories on GitHub, sorted by star count, including Superpowers, ECC, mattpocock/skills, etc., aimed at helping developers configure skill files to boost AI coding assistant efficiency.

I went through the batch of skills with the highest star counts on GitHub. The most impressive one has 240k stars, higher than many popular frameworks. Sorted by stars from high to low, all with links attached. Grab what you need. 1|superpowers · ~240k stars Equip AI with a complete set of senior engineer work habits: think before acting, write your own tests, debug yourself. The current ceiling. http://github.com/obra/superpowers… 2|ECC (everything-claude-code) · ~200k stars Performance optimization all-in-one—skills, memory, security, look up info before acting. One-time setup, compatible with multiple AI editors. The king of stacking. http://github.com/affaan-m/everything-claude-code… 3|mattpocock/skills · 160k stars A real senior engineer open-sourced his everyday personal toolkit. It's genuine, not staged. http://github.com/mattpocock/skills… 4|Anthropics official four-piece · 160k stars Official release: pdf / docx / pptx / xlsx. Generate formatted Word documents, Excel sheets with formulas, and presentable PPTs with one command. http://github.com/anthropics/skills… 5|karpathy skills · 130k stars Just one file. Summarizes the coding pitfalls that Karpathy encountered into rules fed to AI. Lightweight but noticeably smarter results. http://github.com/multica-ai/andrej-karpathy-skills… 6|gstack · 110k stars YC boss Garry Tan's original configuration—23 tools acting as CEO, design, engineering manager, QA. Copy the big shot's desktop, move right in. http://github.com/garrytan/gstack 7|ui-ux-pro-max · 100k stars Cures "programmer default aesthetics". Makes AI-generated interfaces look like a professional designer did them, not obviously AI. http://github.com/nextlevelbuilder/ui-ux-pro-max-skill… 8|caveman · 80k stars The most humorous one: make AI "talk like a caveman", cutting 65% of output tokens. Saves money and funny. http://github.com/JuliusBrussee/caveman… 9|graphify · 80k stars Turn a pile of code, documents, images into a knowledge graph you can query directly. A messy old project becomes instantly navigable. http://github.com/safishamsi/graphify… At the end of the day, these skills with hundreds of thousands of stars are essentially packaging a seasoned industry expert into a file you can copy. In the vibe coding era, you don't need to know how to build it yourself. — Equip the right skill, and you've hired an expert standing behind you at any time.
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I gone through the highest-starred skills on GitHub.

The top one has 240k stars — more than many famous frameworks.

Listed from highest to lowest stars, with links attached. Take what you need.

1|superpowers · ~240k stars

Gives AI a complete set of senior engineer habits: think before acting, write your own tests, debug yourself. The current ceiling. http://github.com/obra/superpowers…

2|ECC(everything-claude-code)· ~200k stars

Performance optimization all-in-one — skills, memory, security, research before acting, all configured, compatible with multiple AI editors. The king of stacking. http://github.com/affaan-m/everything-claude-code…

3|mattpocock/skills · 160k stars

A true senior engineer open-sourcing their daily private stash. It wins on authenticity, not staged content. http://github.com/mattpocock/skills…

4|anthropics official four-pack · 160k stars

Officially released: pdf / docx / pptx / xlsx. Generate formatted Word with one prompt, Excel that can calculate, and PPT that can present. http://github.com/anthropics/skills…

5|karpathy skills · 130k stars

Actually just one file. Distills the AI coding pitfalls that great Karpathy has stepped into into rules fed to AI. Four ounces can lift a thousand pounds — visibly smarter. http://github.com/multica-ai/andrej-karpathy-skills…

6|gstack · 110k stars

YC head Garry Tan’s original config. 23 tools playing the roles of CEO, designer, engineering manager, QA. Copy the big shot’s desktop, move in ready. http://github.com/garrytan/gstack

7|ui-ux-pro-max · 100k stars

Specializes in curing “programmer default aesthetics.” Makes AI-produced interfaces look like a professional designer, not obviously fake. http://github.com/nextlevelbuilder/ui-ux-pro-max-skill…

8|caveman · 80k stars

The most fun one: makes AI “speak like a caveman,” cutting 65% of output tokens — saves money and is hilarious. http://github.com/JuliusBrussee/caveman…

9|graphify · 80k stars

Turns a pile of code, docs, and images into a knowledge graph you can directly ask questions to. An old messy project instantly becomes navigable. http://github.com/safishamsi/graphify…

In the end, these hundreds-of-thousands-starred skills package a senior industry expert into a file you can directly copy.

In the vibe coding era, you don’t need to know how to develop yourself

—— install the right skill, and it’s like hiring an expert to stand behind you at any time.


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 (https://claude.com/plugins/superpowers)

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 (https://github.com/openai/plugins).

  • 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 (https://github.com/openai/plugins).

  • 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 (https://blog.fsck.com/2025/10/09/superpowers/).

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 (https://github.com/prime-radiant-inc/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 (https://blog.fsck.com) and the rest of the folks at Prime Radiant (https://primeradiant.com).

  • Discord: Join us (https://discord.gg/35wsABTejz) for community support, questions, and sharing what you’re building with Superpowers
  • Issues: https://github.com/obra/superpowers/issues
  • Release announcements: Sign up (https://primeradiant.com/superpowers/) to get notified about new versions

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