🎯 Skills 技能

Skills（技能） 是特定领域的最佳实践工作流，封装了专家级的知识和流程。

v2.0.0 更新：技能数量从 28 个扩展到 271 个，覆盖编码、研究、安全、企业运维、AI 优化、媒体等 11 大领域。

什么是技能？

技能就像 专家配方：

• 📝 代码审查技能 - 知道从哪些角度审查代码
• 🧪 TDD 技能 - 掌握红绿重构的节奏
• 🔒 安全审计技能 - 了解常见漏洞和防护措施

271 个技能按类别速览

🧑‍💻 编程语言与框架

Web/前端

• frontend-patterns frontend-a11y frontend-design-direction frontend-slides
• react-patterns react-performance react-testing
• vue-patterns nuxt4-patterns nextjs-turbopack
• angular-developer liquid-glass-design vite-patterns
• ui-demo ui-to-vue make-interfaces-feel-better

后端语言

• golang-patterns golang-testing
• python-patterns python-testing fastapi-patterns
• django-patterns django-celery django-security django-tdd django-verification
• springboot-patterns springboot-security springboot-tdd springboot-verification
• kotlin-patterns kotlin-coroutines-flows kotlin-exposed-patterns kotlin-ktor-patterns kotlin-testing
• java-coding-standards jpa-patterns
• rust-patterns rust-testing
• swiftui-patterns swift-actor-persistence swift-concurrency-6-2 swift-protocol-di-testing
• cpp-coding-standards cpp-testing
• csharp-testing dotnet-patterns
• dart-flutter-patterns
• nestjs-patterns
• laravel-patterns laravel-plugin-discovery laravel-security laravel-tdd laravel-verification
• quarkus-patterns quarkus-security quarkus-tdd quarkus-verification
• perl-patterns perl-security perl-testing

移动端

• android-clean-architecture
• compose-multiplatform-patterns
• ios-icon-gen

🏗️ 架构与设计

• api-design api-connector-builder mcp-server-patterns
• architecture-decision-records
• hexagonal-architecture android-clean-architecture
• design-system codebase-onboarding code-tour
• intent-driven-development ai-first-engineering
• agentic-engineering agentic-os

🧪 测试与质量

• tdd-workflow verification-loop eval-harness
• e2e-testing windows-desktop-e2e browser-qa
• click-path-audit
• clickhouse-io database-migrations
• cpp-testing csharp-testing fsharp-testing kotlin-testing perl-testing python-testing react-testing rust-testing
• production-audit workspace-surface-audit automation-audit-ops
• plankton-code-quality

🔒 安全与合规

• security-review security-scan security-bounty-hunter
• django-security springboot-security laravel-security quarkus-security perl-security
• hipaa-compliance healthcare-phi-compliance healthcare-cdss-patterns healthcare-emr-patterns healthcare-eval-harness
• gateguard safety-guard hookify-rules
• defi-amm-security llm-trading-agent-security
• prediction-market-risk-review
• customs-trade-compliance

🤖 Agent 与 AI 系统

• agent-architecture-audit agent-eval agent-harness-construction agent-introspection-debugging agent-self-evaluation agent-sort
• agent-payment-x402
• autonomous-agent-harness autonomous-loops continuous-agent-loop
• team-agent-orchestration team-builder dynamic-workflow-mode
• plan-orchestrate dmux-workflows
• cost-aware-llm-pipeline cost-tracking token-budget-advisor context-budget
• prompt-optimizer iterative-retrieval recursive-decision-ledger
• ai-regression-testing
• gan-style-harness ml-adoption-playbook mle-workflow recsys-pipeline-architect
• foundation-models-on-device pytorch-patterns
• executor-mode council

🚀 性能优化（v2.0.0 重磅新增）

• parallel-execution-optimizer — 并行执行优化
• benchmark-optimization-loop — 基准优化循环
• data-throughput-accelerator — 数据吞吐加速
• latency-critical-systems — 低延迟系统
• connections-optimizer
• content-hash-cache-pattern
• nextjs-turbopack
• react-performance

🗄️ 数据与基础设施

• clickhouse-io mysql-patterns postgres-patterns redis-patterns prisma-patterns
• docker-patterns kubernetes-patterns deployment-patterns bun-runtime flox-environments
• terminal-ops tinystruct-patterns uncloud
• nodejs-keccak256

📚 学习与连续性

• continuous-learning continuous-learning-v2
• learn learn-eval evolve instinct-status instinct-export instinct-import
• rules-distill inherit-legacy-style skill-comply skill-scout skill-stocktake repo-scan
• strategic-compact
• santa-method

🛠️ 工具与工作流

• coding-standards error-handling
• git-workflow github-ops jira-integration documentation-lookup
• e2e-testing verification-loop
• enterprise-agent-ops knowledge-ops research-ops project-flow-ops
• config-gc configure-ecc ecc-guide ecc-tools-cost-audit
• hermes-imports（v2.0.0 新增 — Hermes 导入工具）

🎬 媒体与内容

• article-writing investor-materials investor-outreach
• marketing-campaign social-publisher crosspost x-api
• manim-video remotion-video-creation video-editing videodb
• blender-motion-state-inspection motion-foundations motion-patterns motion-advanced motion-ui
• fal-ai-media ios-icon-gen liquid-glass-design
• frontend-slides
• brand-voice brand-discovery competitive-platform-analysis competitive-report-structure
• market-research lead-intelligence social-graph-ranker crosspost
• seo
• visa-doc-translate nutrient-document-processing

🏢 业务与企业

• customer-billing-ops email-ops messages-ops unified-notifications-ops
• finance-billing-ops cost-tracking
• energy-procurement carrier-relationship-management
• inventory-demand-planning production-scheduling logistics-exception-management returns-reverse-logistics
• quality-nonconformance ito-basket-compare ito-data-atlas-agent ito-market-intelligence ito-trade-planner
• carrier-relationship-management

🌐 网络与运维

• cisco-ios-patterns network-bgp-diagnostics network-config-validation network-interface-health netmiko-ssh-automation
• homelab-architect homelab-network-readiness homelab-network-setup homelab-pihole-dns homelab-vlan-segmentation homelab-wireguard-vpn
• carrier-relationship-management
• canary-watch

🔬 科学与研究

• deep-research research-ops exa-search search-first
• scientific-db-pubmed-database scientific-db-uspto-database scientific-pkg-gget scientific-thinking-literature-review scientific-thinking-scholar-evaluation
• prediction-market-oracle-research

🎯 编排器家族（v2.0.0 新增）

• orch-build-mvp — MVP 构建
• orch-add-feature — 添加功能
• orch-fix-defect — 修复缺陷
• orch-refine-code — 代码优化
• orch-change-feature — 修改功能
• orch-pipeline — 编排管道

🆕 v2.0.0 全新领域

• blueprint dashboard-builder data-scraper-agent tinystruct-patterns taste ui-to-vue
• nanoclaw-repl nanoclaw-persona-forge
• ck claude-devfleet
• evm-token-decimals crypto/llm-trading-agent-security
• ralphinho-rfc-pipeline
• recsys-pipeline-architect ml-adoption-playbook
• dynamic-workflow-mode plan-orchestrate
• hermes-imports — Hermes 框架导入
• homelab-* — 家庭实验室全套
• healthcare-* — 医疗合规全套
• laravel-* — Laravel 框架全套
• quarkus-* — Quarkus 框架全套
• springboot-* — Spring Boot 框架全套

技能工作流程

以 代码审查技能 为例：

技能与智能体的关系

• 智能体 = 专家角色（如"代码审查员"）
• 技能 = 专家掌握的具体能力（如"安全审计"）

一个智能体可以拥有多个技能：

code-reviewer 智能体
├── code-review 技能
├── security-audit 技能
├── performance-analysis 技能
└── best-practices 技能

自定义技能

在 ~/.claude/skills/ 目录下创建：

---
name: my-custom-skill
description: 我的自定义技能
---

# My Custom Skill

## 工作流程
1. 步骤一
2. 步骤二
3. 步骤三

## 检查清单
- [ ] 检查项 1
- [ ] 检查项 2

---

💡 提示：技能是可组合的，复杂的工作流可以由多个基础技能组成！