Codex 的最强 Skill 你都装了吗？

这 6 个 skill 装上（Codex、Claude Code、Cursor 都能装），它能干的活远超你想象，这些 Skill 的口碑早已被各大社区验证过：

1、Superpowers（obra，227k star）

给 Agent 装一整套资深工程师的干活方法论：

先脑暴、再写计划、按测试驱动开发、最后派一个子 Agent 回头审自己的代码。

最强 Skill，实至名归

https://github.com/obra/superpowers…

2、OpenAI 官方插件，把 Codex 变身不同岗位员工

这些 Skill 把 Codex 从写代码拽进全岗位。

数据分析接 Snowflake、销售接 Salesforce，外加投研、创意生产、PPT，开箱就接 62 个商业应用、110 个预置 skill。

现在非开发者已经占 Codex 用户两成，比例还在不断上升。

https://openai.com/index/codex-for-every-role-tool-workflow/…

3、claude-mem（82k star）

给 Codex 装长期记忆。

每次对话的关键信息自动压缩存档，开新会话自动注入，不用再把项目背景从头讲一遍。

多个 Agent 通用。

https://github.com/thedotmack/claude-mem…

4、Agent-Reach（27.7k star）

给 Codex 装上互联网的眼睛。一条 CLI 让它去读、去搜 Twitter、Reddit、YouTube、小红书、B站、公众号等 17 个平台，零 API 费。

否则 Agent 搜网页还行，一让它翻帖子看视频就抓瞎。

https://github.com/Panniantong/Agent-Reach…

5、GitNexus（42k star）

把几十万行的老项目建成一张代码图谱，让 Codex 看懂藏在深处的依赖关系和抽象的命名，接手代码仓库不再两眼一抹黑。

https://github.com/abhigyanpatwari/GitNexus…

6、Humanizer-zh（10.1 k star）

专门去掉 AI 写作的痕迹：滥用的破折号、空话套话。写文档、README、博客时过一遍非常好用。

https://github.com/hardikpandya/stop-slop…

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.

Quickstart

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

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 Claude to be able 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.

Sponsorship

If Superpowers has helped you do stuff that makes money and you are so inclined, I’d greatly appreciate it if you’d consider sponsoring my opensource work.

Thanks!

• Jesse

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
  

Codex CLI

Superpowers is available via the official Codex plugin marketplace.

• Open the plugin search interface:

  /plugins
  

• Search for Superpowers:

  superpowers
  

• Select Install Plugin.

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.

Factory Droid

• Register the marketplace:

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

• Install the plugin:

  droid plugin install superpowers@superpowers
  

Gemini CLI

• Install the extension:

  gemini extensions install https://github.com/obra/superpowers
  

• Update later:

  gemini extensions update superpowers
  

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

Cursor

• In Cursor Agent chat, install from marketplace:

  /add-plugin superpowers
  

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

GitHub Copilot CLI

• Register the marketplace:

  copilot plugin marketplace add obra/superpowers-marketplace
  

• Install the plugin:

  copilot plugin install superpowers@superpowers-marketplace
  

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.

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

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

Ren (@FakeMaidenMaker): Youtube Codex 最强认知课今天新鲜出炉。

作者 Nate B Jones（AI 战略日报主理人，一天烧 5 亿 token 的重度玩家），20 分钟讲透 Codex，结合实战把所有电脑上的工作全部自动化。

章节：

00:00 开场 03:07 把 Token 消耗当成工作收据 04:45 工作单元正在变得越来越大 06:37 一种全新的计算范式