An open, bilingual repository of reusable Claude Code skills for repository engineering, refactoring, research, documentation, automation, and capture workflows.
一个公开的、双语优先的 Claude Code 技能集合仓库，覆盖仓库工程、重构、研究、文档、自动化与桌面采集等工作流。
ai-quick-starter 是一个面向 Claude Code / 类 Claude 插件生态的技能仓库。仓库根目录本身可以作为一个 Claude 插件使用，并通过 .claude-plugin/marketplace.json 作为公开市场入口分发。
公开市场会同时暴露：
- 一个完整打包插件：
ai-quick-starter - 多个可单独安装的 skill 插件：例如
screenshot、build-project-fixer、stock-analyzer-skill
它不是单一应用，而是一组可复用的 skill 模块。每个技能通常围绕一个明确任务组织，常见内容包括：
SKILL.md：技能说明与触发条件agents/：配套 agent 合同references/：稳定参考资料scripts/：可重复执行的辅助脚本tests/：脚本或结构化输出的验证assets//artifacts/：示例资产或产出
- 想为 Claude Code 搭建公开技能集合的人
- 想复用现成技能来加速仓库分析、修复、重构或文档工作的团队
- 想学习如何组织技能目录、插件清单和市场元数据的维护者
直接正常克隆即可，skills/stock-analyzer-skill 现在作为仓库内普通目录维护：
git clone https://github.com/AstroAir/ai-quick-starter.git
cd ai-quick-starterClaude Code 官方文档支持直接从本地目录加载插件：
claude --plugin-dir .加载后，仓库中的技能会以 ai-quick-starter:<skill-name> 的命名空间暴露。
根据 Claude Code 官方市场文档，GitHub 仓库可直接作为 marketplace source：
/plugin marketplace add AstroAir/ai-quick-starter
/plugin install screenshot@astroair-skills
如果你想一次安装整套技能，也可以继续安装 bundle：
/plugin install ai-quick-starter@astroair-skills
当前市场名：astroair-skills
当前完整插件名：ai-quick-starter
当前 skill 插件名：对应各自 skill 目录名，例如 screenshot
.
├── .claude-plugin/ # Claude 插件与 marketplace 元数据
├── .github/ # Issue / PR 模板
├── plugins/ # 由脚本生成的独立 Claude 插件包装层（默认 link，不复制 skill 内容）
├── skills/ # 技能集合源码
├── CHANGELOG.md # 版本记录
├── CONTRIBUTING.md # 贡献指南
├── LICENSE # MIT 许可证
├── README.md # 双语仓库入口
├── SECURITY.md # 安全报告说明
└── SUPPORT.md # 支持说明
| Skill | 用途 |
|---|---|
build-project-fixer |
从真实构建链路出发定位并修复仓库构建/验证问题 |
commit-quality-fixer |
发现并修复阻塞提交的质量门禁 |
configuring-commit-checks |
检测和配置 commit hook / pre-commit 工作流 |
gitignore-curator |
保守地整理 .gitignore 与相关 ignore 文件 |
codebase-indexing-assistant |
为大型仓库生成结构索引和阅读入口 |
feature-call-chain-mapper |
追踪功能从入口到跨模块交接的调用链 |
project-ai-context-initializer |
为仓库生成 AI 协作文档与导航上下文 |
project-structure-migrator |
规划和执行项目结构迁移 |
project-prompt-optimizer |
面向项目提示词优化，当前仍需进一步完善说明 |
| Skill | 用途 |
|---|---|
component-unit-test-completer |
为 UI 组件补齐一一对应的单元测试 |
code-simplifier |
在不改变行为的前提下精简最近改动代码 |
python-component-splitter |
拆分大型 Python 模块 |
react-component-splitter |
拆分大型 React / Next.js 组件 |
cpp-teaching-code-generator |
生成教学用 C++ 示例与练习代码 |
draw-mermaid-diagrams |
生成或修复 Mermaid 图表 |
fumadocs-ui-css-design |
构建或定制 Fumadocs 文档站 |
agent-tool-benchmark-builder |
设计和构建 agent 工具评测集 |
agents-team-builder |
为复杂任务生成 agent 团队方案与草稿配置 |
| Skill | 用途 |
|---|---|
ai-news-realtime-multisource |
多源聚合最新 AI 新闻 |
daily-news-multisource-brief |
生成跨区域日度新闻简报 |
china-exchange-daily-brief |
聚合中国主要交易所最新动态 |
stock-analyzer-skill |
面向 A/H/美股等市场的综合股票分析 |
| Skill | 用途 |
|---|---|
pua-debugging |
在 agent 多次失败或陷入被动态时强制提升推进强度 |
screenshot |
采集桌面、窗口或区域截图 |
screen-recorder |
录制桌面或复现视频 |
- 提交前请先阅读 CONTRIBUTING.md
- 如需报告安全问题，请阅读 SECURITY.md
- 如需使用帮助或分流说明，请阅读 SUPPORT.md
独立插件目录 plugins/ 和 marketplace 清单由脚本生成，不建议手工逐个维护。
skills/ 是标准 skills CLI 与仓库维护时的唯一事实源。默认生成模式会在 plugins/ 下创建 link/junction 包装层，让 Claude marketplace 能识别独立插件，同时避免把每个 skill 再复制一份。
如在 skills/ 下新增或调整技能后需要刷新公开市场内容，可运行：
uv run --python 3.11 scripts/build_marketplace_plugins.py --repo-root .如果你需要生成一个真实复制文件的发布快照，例如用于单独发布 marketplace 包，可显式使用：
uv run --python 3.11 scripts/build_marketplace_plugins.py --repo-root . --materialize copy- 这个仓库优先服务于公开可分发的技能集合，不保证每个技能都适合作为通用生产方案直接使用。
- 某些技能会依赖 Python、Node.js、
uv、网络访问或第三方站点，具体依赖请看各技能自己的SKILL.md与脚本说明。 skills/stock-analyzer-skill当前作为仓库内普通技能目录维护，不再依赖子模块初始化。
ai-quick-starter is a public, bilingual-first Claude Code skills collection. The repository root can be used as a Claude plugin, and it also exposes a marketplace catalog through .claude-plugin/marketplace.json.
The public marketplace exposes both:
- a full bundle plugin:
ai-quick-starter - individually installable skill plugins such as
screenshot,build-project-fixer, andstock-analyzer-skill
This is not a single application. It is a curated set of reusable task-focused skills. Each skill usually includes:
SKILL.mdfor behavior and trigger guidanceagents/for companion agent contractsreferences/for stable supporting materialscripts/for repeatable automationtests/for helper-script verificationassets/orartifacts/for examples and generated outputs
- Maintainers building a public Claude Code skills repository
- Teams that want reusable skills for repo analysis, repair, refactoring, and documentation work
- Contributors who want a real example of plugin packaging plus marketplace metadata
Clone the repository normally. skills/stock-analyzer-skill is now maintained as a regular in-repo directory:
git clone https://github.com/AstroAir/ai-quick-starter.git
cd ai-quick-starterClaude Code supports loading a plugin directly from a local directory:
claude --plugin-dir .Once loaded, skills are exposed under the ai-quick-starter:<skill-name> namespace.
Based on the official Claude Code marketplace docs, GitHub repositories can be added directly as marketplace sources:
/plugin marketplace add AstroAir/ai-quick-starter
/plugin install screenshot@astroair-skills
If you want the entire collection in one install, the bundle is still available:
/plugin install ai-quick-starter@astroair-skills
Current marketplace name: astroair-skills
Current bundle plugin name: ai-quick-starter
Current skill plugin names: each top-level skill directory name, such as screenshot
.
├── .claude-plugin/ # Claude plugin and marketplace metadata
├── .github/ # Issue and pull request templates
├── plugins/ # Generated standalone plugin wrappers (link mode by default)
├── skills/ # Reusable skill source modules
├── CHANGELOG.md # Version history
├── CONTRIBUTING.md # Contribution guide
├── LICENSE # MIT license
├── README.md # Bilingual landing page
├── SECURITY.md # Security reporting guidance
└── SUPPORT.md # Support routing
| Skill | Summary |
|---|---|
build-project-fixer |
Reproduce and repair real repository build or verification failures |
commit-quality-fixer |
Fix quality gates that block commits |
configuring-commit-checks |
Detect and configure commit-hook or pre-commit setups |
gitignore-curator |
Curate .gitignore and related ignore rules conservatively |
codebase-indexing-assistant |
Build repo indexes and reading maps for unfamiliar codebases |
feature-call-chain-mapper |
Trace feature entrypoints and cross-module handoffs |
project-ai-context-initializer |
Generate AI-facing repository context docs |
project-structure-migrator |
Plan and guide project-structure migrations |
project-prompt-optimizer |
Prompt optimization skill that still needs fuller repository-specific polish |
| Skill | Summary |
|---|---|
component-unit-test-completer |
Fill in one-to-one component unit tests |
code-simplifier |
Simplify recently changed code without changing behavior |
python-component-splitter |
Split oversized Python modules |
react-component-splitter |
Split oversized React or Next.js components |
cpp-teaching-code-generator |
Generate instructional C++ code and exercises |
draw-mermaid-diagrams |
Create or repair Mermaid diagrams |
fumadocs-ui-css-design |
Build or customize Fumadocs sites |
agent-tool-benchmark-builder |
Build benchmark suites for tool-using agents |
agents-team-builder |
Generate agent-team plans and draft configs |
| Skill | Summary |
|---|---|
ai-news-realtime-multisource |
Aggregate the latest AI news from multiple sources |
daily-news-multisource-brief |
Produce cross-region daily news briefs |
china-exchange-daily-brief |
Summarize major China exchange updates |
stock-analyzer-skill |
Analyze stocks across China, Hong Kong, and US markets |
| Skill | Summary |
|---|---|
pua-debugging |
Force higher-agency debugging behavior when an agent stalls repeatedly |
screenshot |
Capture desktop, window, or region screenshots |
screen-recorder |
Record repro videos and desktop flows |
- Read CONTRIBUTING.md before opening a PR
- Review SECURITY.md for vulnerability reporting
- Use SUPPORT.md for support routing and expectations
The standalone plugin directories under plugins/ and the marketplace catalog are generated artifacts and should not be maintained one-by-one by hand.
skills/ remains the single source of truth for standard skills CLI installs and for repository maintenance. By default, the generator creates link or junction wrappers under plugins/ so Claude marketplace can expose per-skill plugins without duplicating each skill tree on disk.
After adding or updating skills under skills/, regenerate the marketplace payload with:
uv run --python 3.11 scripts/build_marketplace_plugins.py --repo-root .If you need a materialized publish snapshot with copied files instead of links, use:
uv run --python 3.11 scripts/build_marketplace_plugins.py --repo-root . --materialize copy- This repository is optimized as a public, distributable skills collection, not as a guarantee that every skill is production-ready for every environment.
- Some skills depend on Python, Node.js,
uv, network access, or third-party services. Check each skill's ownSKILL.mdand helper scripts for exact requirements. skills/stock-analyzer-skillis maintained directly in this repository and no longer depends on submodule initialization.