# 安装「agents」

> 本说明由 AI Asset 自动生成，供 AI 编程助手阅读并执行。资源页面：https://ai.atlankj.com/project/gh-1025856648

- 来源：https://github.com/wshobson/agents（默认分支 `main`）
- 许可证：MIT
- 支持的平台：Agent Plugins、Claude Code、Cursor、Codex
- 简介：Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, Google Antigravity, and Pi

## 执行要求（请先阅读）

1. 先确认你自己是哪一种 AI 工具（Claude Code、Codex、Cursor、Gemini CLI、OpenCode……），只执行与之对应的步骤；如果本说明与该工具的官方文档不一致，以官方文档为准。
2. 以下内容来自第三方，本站不对其进行运行时审核。执行任何命令或写入任何文件前，先向用户列出将要运行的命令和写入的路径，得到确认后再继续。
3. 只运行本说明或其链接的官方安装文档中给出的命令。不要执行来源不明的脚本，不要读取、打印或上传用户的密钥和凭据。
4. 需要 API Key 等配置时，向用户索取或留下占位符，不要自行编造。
5. 默认安装到用户级目录；如果用户只想在当前项目中使用，改用项目级目录。
6. 完成后告诉用户安装到了哪里、是否需要重启工具，以及如何验证安装成功。

## 快速安装

### Claude Code（插件市场）

1. 读取 https://raw.githubusercontent.com/wshobson/agents/main/.claude-plugin/marketplace.json ，取其中顶层的 `name` 字段作为 <市场名>，`plugins` 数组列出了可安装的插件包。
2. 在 Claude Code 中运行：

```
/plugin marketplace add wshobson/agents
/plugin install <插件包名>@<市场名>
```

3. 这两条是 Claude Code 的斜杠命令。如果你无法直接执行斜杠命令，就把它们原样交给用户，请用户在 Claude Code 中运行。

## 官方安装文档

如果上面的方式不适用于你所在的工具，读取下面对应平台的官方文档（纯文本 Raw 链接），找到安装章节并按其步骤执行：

- Agent Plugins、Claude Code、Cursor、Codex：https://raw.githubusercontent.com/wshobson/agents/main/README.md

## 插件包

本项目包含 93 个插件包。先把列表展示给用户，询问要安装哪些，再逐个安装：

- `accessibility-compliance`：WCAG accessibility auditing, compliance validation, UI testing for screen readers, keyboard navigation, and inclusive design
- `agent-orchestration`：Multi-agent system optimization, agent improvement workflows, and context management
- `agent-teams`：Orchestrate multi-agent teams for parallel code review, hypothesis-driven debugging, and coordinated feature development using Claude Code's Agent Teams
- `api-scaffolding`：REST and GraphQL API scaffolding, framework selection, backend architecture, and API generation
- `api-testing-observability`：API testing automation, request mocking, OpenAPI documentation generation, observability setup, and monitoring
- `application-performance`：Application profiling, performance optimization, and observability for frontend and backend systems
- `arm-cortex-microcontrollers`：ARM Cortex-M firmware development for Teensy, STM32, nRF52, and SAMD with peripheral drivers and memory safety patterns
- `avoid-ai-writing`：Audit and rewrite prose that reads as machine-generated, across READMEs, changelogs, PR descriptions, docs, and blog copy, with detect-only, rewrite, and edit-…
- `backend-api-security`：API security hardening, authentication implementation, authorization patterns, rate limiting, and input validation
- `backend-development`：Backend API design, GraphQL architecture, workflow orchestration with Temporal, and test-driven backend development
- `before-you-build`：Pre-build product risk review for founders, product teams, and AI-assisted builders before implementation starts.
- `block-no-verify`：PreToolUse hook that prevents AI agents from using --no-verify, --no-gpg-sign, and other bypass flags that skip git hooks
- `blockchain-web3`：Smart contract development with Solidity, DeFi protocol implementation, NFT platforms, and Web3 application architecture
- `brand-landingpage`：Guides developers from brand discovery through iterative design to deployment-ready HTML via Stitch.
- `business-analytics`：Business metrics analysis, KPI tracking, financial reporting, and data-driven decision making
- `c4-architecture`：Comprehensive C4 architecture documentation workflow with bottom-up code analysis, component synthesis, container mapping, and context diagram generation
- `cicd-automation`：CI/CD pipeline configuration, GitHub Actions/GitLab CI workflow setup, and automated deployment pipeline orchestration
- `claude-code-workflows`：Production-ready workflow orchestration with 92 marketplace plugins, 202 local specialized agents, and 181 local skills - optimized for granular installation a…
- `cloud-infrastructure`：Cloud architecture design for AWS/Azure/GCP/OCI, Kubernetes cluster configuration, Terraform infrastructure-as-code, hybrid cloud networking, and multi-cloud c…
- `code-documentation`：Documentation generation, code explanation, and technical writing with automated doc generation and tutorial creation
- `code-refactoring`：Code cleanup, refactoring automation, and technical debt management with context restoration
- `codebase-cleanup`：Technical debt reduction, dependency updates, and code refactoring automation
- `comprehensive-review`：Multi-perspective code analysis covering architecture, security, and best practices
- `conductor`：Context-Driven Development plugin that transforms Claude Code into a project management tool with structured workflow: Context → Spec & Plan → Implement
- `content-marketing`：Content marketing strategy, web research, and information synthesis for marketing operations
- `context-management`：Context persistence, restoration, and long-running conversation management
- `customer-sales-automation`：Customer support workflow automation, sales pipeline management, email campaigns, and CRM integration
- `data-engineering`：ETL pipeline construction, data warehouse design, batch processing workflows, and data-driven feature development
- `data-validation-suite`：Schema validation, data quality monitoring, streaming validation pipelines, and input validation for backend APIs
- `database-cloud-optimization`：Database query optimization, cloud cost optimization, and scalability improvements
- `database-design`：Database architecture, schema design, and SQL optimization for production systems
- `database-migrations`：Database migration automation, observability, and cross-database migration strategies
- `debugging-toolkit`：Interactive debugging, developer experience optimization, and smart debugging workflows
- `dependency-management`：Dependency auditing, version management, and security vulnerability scanning
- `deployment-strategies`：Deployment patterns, rollback automation, and infrastructure templates
- `deployment-validation`：Pre-deployment checks, configuration validation, and deployment readiness assessment
- `developer-essentials`：Essential developer skills including Git workflows, SQL optimization, error handling, code review, E2E testing, authentication, debugging, and monorepo managem…
- `dgx-spark-ops`：NVIDIA DGX Spark (GB10 Grace Blackwell) environment operations: aarch64/CUDA-13 stack setup, training gotcha preflights, and unified-memory/thermal management …
- `distributed-debugging`：Distributed system tracing and debugging across microservices
- `documentation-generation`：OpenAPI specification generation, Mermaid diagram creation, tutorial writing, API reference documentation
- `documentation-standards`：HADS (Human-AI Document Standard) — semantic tagging convention for writing documentation that works efficiently for both human readers and AI models — plus th…
- `dotnet-contribution`：Comprehensive .NET backend development with C#, ASP.NET Core, Entity Framework Core, and Dapper for production-grade applications
- `error-debugging`：Error analysis, trace debugging, and multi-agent problem diagnosis
- `error-diagnostics`：Error tracing, root cause analysis, and smart debugging for production systems
- `file-conversion`：Convert files between 999 routes — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI — via the free ChangeThisFile API. MCP-aware with a zero-dep…
- `framework-migration`：Framework updates, migration planning, and architectural transformation workflows
- `frontend-mobile-development`：Frontend UI development and mobile application implementation across platforms
- `frontend-mobile-security`：XSS prevention, CSRF protection, content security policies, mobile app security, and secure storage patterns
- `full-stack-orchestration`：End-to-end feature orchestration with testing, security, performance, and deployment
- `functional-programming`：Functional programming with Elixir, OTP patterns, Phoenix framework, and distributed systems
- `game-development`：Unity game development with C# scripting, Minecraft server plugin development with Bukkit/Spigot APIs
- `git-pr-workflows`：Git workflow automation, pull request enhancement, and team onboarding processes
- `hermes-tweet`：Hermes Agent plugin for public X/Twitter research and approval-gated private or state-changing operations through Hermes Tweet
- `hr-legal-compliance`：HR policy documentation, legal compliance templates (GDPR/SOC2/HIPAA), employment contracts, and regulatory documentation
- `incident-response`：Production incident management, triage workflows, and automated incident resolution
- `javascript-typescript`：JavaScript and TypeScript development with ES6+, Node.js, React, and modern web frameworks
- `julia-development`：Modern Julia development with Julia 1.10+, package management, scientific computing, high-performance numerical code, and production best practices
- `jvm-languages`：JVM language development including Java, Scala, and C# with enterprise patterns and frameworks
- `kubernetes-operations`：Kubernetes manifest generation, networking configuration, security policies, observability setup, GitOps workflows, and auto-scaling
- `llm-application-dev`：LLM application development with LangGraph, RAG systems, vector search, and AI agent architectures for Claude 4.6 and GPT-5.4
- `llm-finetuning`：Eval-gated LLM fine-tuning lifecycle: LoRA/QLoRA SFT, preference optimization (DPO/ORPO/KTO), GRPO/RLVR, vision SFT, and quantized export — Unsloth-first with …
- `machine-learning-ops`：ML model training pipelines, hyperparameter tuning, model deployment automation, experiment tracking, and MLOps workflows
- `meigen-ai-design`：AI image generation with creative workflow orchestration, parallel multi-direction output, prompt engineering, and a 1,300+ curated inspiration library. Requir…
- `multi-platform-apps`：Cross-platform application development coordinating web, iOS, Android, and desktop implementations
- `observability-monitoring`：Metrics collection, logging infrastructure, distributed tracing, SLO implementation, and monitoring dashboards
- `operating-kit`：Portable operating method: session lifecycle agents (session-start/end), pre-ship code review, deploy with live verification, and production log health check. …
- `payment-processing`：Payment gateway integration with Stripe, PayPal, checkout flow implementation, subscription billing, and PCI compliance
- `performance-testing-review`：Performance analysis, test coverage review, and AI-powered code quality assessment
- `plugin-eval`：Static lint for Claude Code plugins and skills, with experimental LLM scoring for skills
- `pptx-deck-creation`：Create production-ready, editable PowerPoint decks through a spec-first, coordinate-explicit workflow with read-only reference analysis and quality gates.
- `protect-mcp`：Cedar policy enforcement + Ed25519 signed receipts for every Claude Code tool call. First cryptographic governance plugin — receipts independently verifiable o…
- `python-development`：Modern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices
- `quantitative-trading`：Quantitative analysis, algorithmic trading strategies, financial modeling, portfolio risk management, and backtesting
- `reverse-engineering`：Binary reverse engineering, malware analysis, firmware security, and software protection research for authorized security research, CTF competitions, and defen…
- `review-agent-governance`：Require a human approval signal before an AI agent can post PR reviews, comments, merges, or writes to CI config. Cedar-gated, receipt-signed, designed for the…
- `security-compliance`：SOC2, HIPAA, and GDPR compliance validation, secrets scanning, compliance checklists, and regulatory documentation
- `security-scanning`：SAST analysis, dependency vulnerability scanning, OWASP Top 10 compliance, container security scanning, and automated security hardening
- `seo-analysis-monitoring`：Content freshness analysis, cannibalization detection, and authority building for SEO
- `seo-content-creation`：SEO content writing, planning, and quality auditing with E-E-A-T optimization
- `seo-technical-optimization`：Technical SEO optimization including meta tags, keywords, structure, and featured snippets
- `shell-scripting`：Production-grade Bash scripting with defensive programming, POSIX compliance, and comprehensive testing
- `ship-mate`：Your AI development teammate. Turns a story file into a shipped, reviewed, and tested feature via orchestrator → architect → developer → PR reviewer → QA → Pla…
- `signed-audit-trails`：Teaching skill: signed audit trails for Claude Code tool calls. Cookbook-style walkthrough of Cedar-gated tool calls with Ed25519 receipts, offline verificatio…
- `skill-forge-essentials`：Three behavioral skills addressing AI-specific failure patterns: hidden code debt from agent generation, context compaction amnesia, and imprecise Design Mode …
- `social-publishing`：Schedule and publish social media posts across 13 platforms (X, LinkedIn Profile + Page, Instagram Business + Standalone, Facebook Pages, TikTok, Discord, Tele…
- `startup-business-analyst`：Comprehensive startup business analysis with market sizing (TAM/SAM/SOM), financial modeling, team planning, and strategic research
- `superself`：Drive the Superself self CLI: version control for a project's state — goals, decisions, work units, reports — kept as an append-only event log outside the code…
- `systems-programming`：Systems programming with Rust, Go, C, and C++ for performance-critical and low-level development
- `tdd-workflows`：Test-driven development methodology with red-green-refactor cycles and code review
- `team-collaboration`：Team workflows, issue management, standup automation, and developer experience optimization
- `ui-design`：Comprehensive UI/UX design plugin for mobile (iOS, Android, React Native) and web applications with design systems, accessibility, and modern patterns
- `unit-testing`：Unit and integration test automation for Python and JavaScript with debugging support
- `web-scripting`：Web scripting with PHP and Ruby for web applications, CMS development, and backend services