AI Skill Hub 强烈推荐:antigravity-awesome-skills — Claude MCP 必备工具中文教程 是一款优质的AI工具。在 GitHub 上收获超过 38.4k 颗 Star,AI 综合评分 8.2 分,在同类工具中表现稳健。如果你正在寻找可靠的AI工具解决方案,这是一个值得深入了解的选择。
为Claude、Cursor等AI编程工具提供1400+可安装的智能技能包。包含官方和社区贡献的工作流、技能捆绑、命令行安装工具,支持多种AI代理框架集成,大幅扩展AI编程能力。
antigravity-awesome-skills — Claude MCP 必备工具中文教程 是一款基于 Python 开发的开源工具,专注于 AI智能体、代码生成、技能库 等核心功能。作为 GitHub 开源项目,它拥有活跃的社区支持和持续的版本迭代,代码完全透明可审计,支持本地部署以保护数据隐私。无论是个人使用还是集成到企业工作流,都能提供稳定可靠的解决方案。
为Claude、Cursor等AI编程工具提供1400+可安装的智能技能包。包含官方和社区贡献的工作流、技能捆绑、命令行安装工具,支持多种AI代理框架集成,大幅扩展AI编程能力。
antigravity-awesome-skills — Claude MCP 必备工具中文教程 是一款基于 Python 开发的开源工具,专注于 AI智能体、代码生成、技能库 等核心功能。作为 GitHub 开源项目,它拥有活跃的社区支持和持续的版本迭代,代码完全透明可审计,支持本地部署以保护数据隐私。无论是个人使用还是集成到企业工作流,都能提供稳定可靠的解决方案。
# 方式一:pip 安装(推荐)
pip install antigravity-awesome-skills
# 方式二:虚拟环境安装(推荐生产环境)
python -m venv .venv
source .venv/bin/activate # Windows: .venv\Scripts\activate
pip install antigravity-awesome-skills
# 方式三:从源码安装(获取最新功能)
git clone https://github.com/sickn33/antigravity-awesome-skills
cd antigravity-awesome-skills
pip install -e .
# 验证安装
python -c "import antigravity_awesome_skills; print('安装成功')"
# 命令行使用
antigravity-awesome-skills --help
# 基本用法
antigravity-awesome-skills input_file -o output_file
# Python 代码中调用
import antigravity_awesome_skills
# 示例
result = antigravity_awesome_skills.process("input")
print(result)
# antigravity-awesome-skills 配置文件示例(config.yml) app: name: "antigravity-awesome-skills" debug: false log_level: "INFO" # 运行时指定配置文件 antigravity-awesome-skills --config config.yml # 或通过环境变量配置 export ANTIGRAVITY_AWESOME_SKILLS_API_KEY="your-key" export ANTIGRAVITY_AWESOME_SKILLS_OUTPUT_DIR="./output"
Find reusable instructions for your project, inspect their complete files, and keep an exact skill set you can review and reuse.
Current release: V17.0.0. This release includes AAS Core for complete local catalog search, agent-owned selection, manifest validation, planning, and diagnosis. Apply and recovery remain experimental and outside the supported preview path.
Codex or Claude inspects your project and chooses exact skills from the complete local AAS catalog. AAS Core does not rank or recommend them: its read-only compose_stack tool validates the agent-owned selection in memory, and a client or the aas CLI can persist it as aas-stack.json and produce an immutable plan before any target change.
Read the AAS Core preview guide →
This README tracks main. Changes under Unreleased, including complete bundle inspection, Workbench evidence import and sparse installer retrieval, require a subsequent release; the linked versioned guide describes the published package.
Project
-> inspected by Codex or Claude (not by AAS)
-> agent searches and reads the complete local catalog
-> AAS MCP (local stdio, read-only)
-> Codex or Claude chooses exact skill IDs
-> compose_stack validates the selection in memory (read-only)
-> client or AAS CLI persists aas-stack.json and optional evidence
-> AAS CLI validate + immutable plan preview
-> human review (optionally in Workbench)
The reusable SKILL.md playbooks, specialized plugins, bundles, workflows, and direct installers remain important. They are the content, curation, distribution, and compatibility layers around AAS Core—not competing primary products.
This is an independent community project. It is not affiliated with, sponsored by, endorsed by, or authorized by Google. Google, Antigravity, Gemini, and related product names are referenced only to describe compatibility and install targets. The GitHub repository is canonical; the hosted catalog and browser-local Workbench are companion discovery and review surfaces, not a hosted control plane.
For Codex and Claude, start with the AAS Core guide: configure the local MCP, ask the agent to inspect the project and choose exact IDs from the full catalog, review the proposed aas-stack.json, then run CLI validation and planning. The MCP and validation are read-only. Planning writes only the requested plan artifact; it does not materialize skill payloads or AAS managed state in the target.
Use direct installation when your host does not yet have a native AAS Core adapter, when you already know the exact skill IDs, or when you deliberately prefer manual selection:
```bash
GitHub CLI can preview and install one exact skill for Copilot and other supported hosts. Use an exact SKILL.md path in this large, mirrored repository so the selected source is unambiguous and discovery stays fast:
gh skill preview sickn33/agentic-awesome-skills skills/brainstorming/SKILL.md
gh skill install sickn33/agentic-awesome-skills skills/brainstorming/SKILL.md \
--agent github-copilot --scope user --pin v14.2.0
gh skill support is currently a GitHub CLI preview and may change. Install a focused skill or plugin surface for the job; do not use --all unless you intentionally want every discovered canonical and mirrored skill.
test -d ~/.agents/skills && echo "Skills installed in ~/.agents/skills"
For AAS Core, follow the preview guide and use only a package release whose notes explicitly state that it includes Core. Release 14.6.0 predates Core; Core-capable releases begin with the 15.x line.
For direct skill distribution, use a tool-specific flag such as --codex, --cursor, --gemini, or --claude to place skills in the directory your assistant watches. The default target is Antigravity; it requires --skills, a metadata filter, or explicit --all consent before cloning or writing because a full watched catalog can exhaust context or trigger a crash loop.
For Autohand Code, use the installer with a custom path:
npx agentic-awesome-skills --path ~/.autohand/skills
npx agentic-awesome-skills --path .autohand/skills
npx agentic-awesome-skills --agy
On `main`, the npm installer uses a shallow partial clone and checks out the canonical `skills/` tree after verifying the cloned commit against the immutable `gitHead` recorded for that exact npm package version. Git 2.25+ is required. Plugin mirrors, documentation and app assets are excluded from that temporary checkout; every canonical skill and support file remains available. See the [measured distribution comparison](docs/maintainers/distribution-efficiency.md). If the GitHub tag moved or npm identity metadata is unavailable, installation stops before copying content. Use `--tag main` only when you intentionally accept a mutable, explicitly unverified repository ref.
Antigravity watches `~/.agents/skills` and may load enough installed instructions
to exhaust its context, slow startup, trigger truncation errors, or enter a crash
loop. For that target, the installer stops before cloning or writing unless you
provide `--skills`, a metadata filter, or the explicit `--all` override. The bare
`npx agentic-awesome-skills` command uses the same protected Antigravity target.
The recommended flow is to ask Codex or Claude with the read-only AAS Core MCP
configured to inspect the project, search the complete catalog, and choose exact
skill IDs. The agent selects the IDs; AAS MCP validates them without installing; the agent
or user then previews the direct installation with the command above and repeats
it without `--dry-run` after review.
Other direct-install targets retain the legacy-compatible full-catalog behavior
when no selectors are supplied. The CLI prints the catalog's risk summary first:
a full install includes `critical` and authorized-use-only `offensive`
instructions. Installation copies files; it does not execute their commands,
but an agent may act on an installed skill later. Prefer an exact reviewed set:
bash npx agentic-awesome-skills audit --skills brainstorming,backend-dev-guidelines npx agentic-awesome-skills --skills brainstorming,backend-dev-guidelines --dry-run
If you deliberately accept the context and crash-loop risk, the complete
Antigravity catalog remains available through explicit consent:
bash npx agentic-awesome-skills --antigravity --all ```
The audit reads the selected skill directories without executing them and reports command, network, credential, filesystem, privileged, destructive, symlink, and binary signals. It is a review aid, not a safety certificate. See Security, trust, and antivirus alerts.
Do not install everything first if you already know the work. Start with the focused plugin for your job, then add more only when the task expands.
All specialized plugins are generated as Claude Code and Codex plugin bundles. Bundles with flat, cross-host-safe skill layouts also receive a standard Agent Plugins 1.0 root manifest. For Antigravity, use the same SKILL.md content through the installer or supported skills paths.
| Plugin | Skills | Best for |
|---|---|---|
| AAS Web App Builder | 10 | Frontend and full-stack developers shipping modern web apps. |
| AAS Product Design Studio | 10 | Product UI, brand, portfolio, accessibility, and richer visual work. |
| AAS Security Engineer | 10 | Authorized security testing, audit, and hardening. |
| AAS Secure App Builder | 9 | Developers who want security embedded while building features. |
| AAS Documents & Presentations | 9 | Office files, document conversion, decks, and slide workflows. |
| AAS Data Analytics | 10 | Product analytics, SQL, dashboards, and experiments. |
| AAS Agent & MCP Builder | 10 | Agentic apps, MCP tools, RAG systems, and evaluation loops. |
| AAS QA & Test Automation | 10 | Test suites, browser automation, and QA stabilization. |
| AAS DevOps & Cloud | 10 | Infrastructure, deployments, and operational workflows. |
| AAS Accessibility & Inclusive UX | 8 | WCAG audits, automated scans, screen-reader checks, and accessible QA. |
| AAS API Platform Builder | 10 | API design, OpenAPI contracts, auth, security, load tests, and observability. |
| AAS SaaS Launch & Revenue | 10 | SaaS MVPs, pricing, payments, analytics, lifecycle, referrals, and SEO. |
| AAS AI Product & Evaluation Ops | 10 | AI product metrics, evals, tracing, experiments, and model-quality loops. |
Next-wave plugins cover marketing/SEO/growth, automation, observability/incident response, Python APIs, mobile apps, data engineering, privacy/compliance, and localization/international growth.
plugins/.AAS specialized plugins are focused, domain-specific distributions of the skill library. They package the most relevant skills for web apps, security, data analytics, documents, DevOps, QA, OSS maintenance, and agent or MCP work so users can start with the right surface instead of activating the entire catalog.
Use the full library if you want the biggest catalog and direct filesystem control. Use a specialized plugin when you want a smaller, marketplace-style distribution for a specific workflow in Claude Code or Codex. For Antigravity, install the matching skills into the supported skills path. The complete explanation lives in Plugins for Claude Code and Codex.
Plugins are installable packaging surfaces, bundles are curated skill recommendations, and workflows are ordered execution playbooks. Start with a plugin when the domain is clear, use bundles to compare adjacent skills, and use workflows when the important part is sequencing planning, coding, testing, auditing, or release work.
Start with Specialized Plugins when you want an installable domain pack. Use Bundles for role-based recommendations, Workflows for ordered execution playbooks, CATALOG.md for the full registry, and the hosted GitHub Pages catalog for searchable browsing.
Core, plugins, bundles, and workflows answer different questions. Codex or Claude selects skills; AAS Core records and validates that selection; plugins package a focused delivery surface; bundles are curated starting points; workflows are ordered playbooks for getting a result.
| Surface | Answers | Use it for |
|---|---|---|
| AAS Core | How do I search the full catalog and preserve the agent's chosen stack? | Agent-owned selection, a pinned aas-stack.json, validation, and immutable plan preview. |
| Specialized plugin | What should I install or activate for this domain? | Focused Claude Code/Codex plugin packaging and Antigravity-compatible skill selection. |
| Bundle | Which skills naturally belong together? | Role-based discovery after a full-library install or when building a custom subset. |
| Workflow | What order should the agent run skills in? | Planning, shipping, auditing, testing, or incident-style execution. |
Use a specialized plugin first when your domain is clear. Use bundles to explore adjacent skills or assemble a custom install. Use workflows when the hard part is sequencing the work.
Keep the root README short; use the dedicated docs for recovery and platform-specific guidance.
AAS_ADAPTER_WINDOWS_ACL_FAILED refers to the configuration path checked with PowerShell Get-Acl, not the cache and not icacls; do not approve until preview returns an approval digest..agents/skills installs, prefer a reduced install such as npx agentic-awesome-skills --path .agents/skills --category development,backend --risk safe,none.CODE_OF_CONDUCT.md, and SECURITY.md.生态完整度高,技能数量庞大且持续维护更新。集合官方和社区力量,为AI编程提供强大工具集。下载和集成体验值得关注。
AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。
建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。
✅ MIT 协议 — 最宽松的开源协议之一,可自由商用、修改、分发,仅需保留版权声明。
总体来看,antigravity-awesome-skills — Claude MCP 必备工具中文教程 是一款质量优秀的AI工具,在同类工具中具备一定竞争力。AI Skill Hub 将持续追踪其更新动态,建议收藏备用,结合自身场景选择合适时机引入使用。
| 原始名称 | antigravity-awesome-skills |
| 原始描述 | Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections. |
| Topics | AI智能体代码生成技能库工作流Claude插件AI编程 |
| GitHub | https://github.com/sickn33/antigravity-awesome-skills |
| License | MIT |
| 语言 | Python |
收录时间:2026-05-22 · 更新时间:2026-05-30 · License:MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。