---
username: affaan-m
url: https://skills.yangsir.net/authors/affaan-m
github: https://github.com/affaan-m
skills_count: 227
total_installs: 1092100
avg_rating: 4.4
top_skill: security-review
source: skills.sh + skillforge.db
---

# @affaan-m

> 涵盖 AI 工程、后端开发、运维方向，代表作 security-review、golang-patterns、coding-standards。

**227 skills · 1,092,100 total installs**
**Average rating**: 4.4/5 (12455 reviews)

- Profile: https://skills.yangsir.net/authors/affaan-m
- GitHub: https://github.com/affaan-m

## Skills on SkillForge (227)

注：以下为 SkillForge 已收录的部分；该作者在 skills.sh 上可能有更多作品。

### security-review (12,500 installs)

- **Domain**: security
- **Tags**: code-review, vulnerability-assessment, penetration-testing, security-audits, threat-analysis
- **Page**: https://skills.yangsir.net/skill/ssh2-security-review
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-security-review/markdown

专注于安全审查，特别适用于添加身份验证、处理用户输入等场景，确保系统安全无虞。

### golang-patterns (10,800 installs)

- **Domain**: ai-software-architecture-engineering
- **Tags**: go-language, design-patterns, concurrency-patterns, software-architecture, backend-development
- **Page**: https://skills.yangsir.net/skill/ssh2-golang-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-golang-patterns/markdown

遵循Go语言惯用模式、最佳实践和约定，构建健壮高效应用。，AI Agent Skill，提升工作效率和自动化能力

### backend-patterns (9,600 installs)

- **Domain**: ai-software-architecture-engineering
- **Tags**: microservices, api-design, database-patterns, scalability, architectural-patterns
- **Page**: https://skills.yangsir.net/skill/ssh2-backend-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-backend-patterns/markdown

涵盖后端架构模式、API设计原则和数据库优化策略，旨在构建高性能、可扩展的后端系统。

### coding-standards (9,500 installs)

- **Domain**: ai-code-generation-quality
- **Tags**: code-quality, style-guides, linting, best-practices, code-review
- **Page**: https://skills.yangsir.net/skill/ssh2-coding-standards
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-coding-standards/markdown

提供通用的编程规范、最佳实践和设计模式，旨在提高代码质量、可读性和团队协作效率。

### frontend-patterns (9,400 installs)

- **Domain**: ai-frontend-engineering
- **Tags**: frontend-architecture, design-patterns, component-based-ui, state-management, ui-development
- **Page**: https://skills.yangsir.net/skill/ssh2-frontend-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-frontend-patterns/markdown

涵盖React、Next.js前端开发模式，包括状态管理与性能优化。

### golang-testing (9,200 installs)

- **Domain**: testing
- **Tags**: go-language, unit-testing, integration-testing, test-driven-development, mocking
- **Page**: https://skills.yangsir.net/skill/ssh2-golang-testing
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-golang-testing/markdown

Go语言测试模式，包括表格驱动测试、子测试、基准测试和模糊测试。

### springboot-patterns (8,400 installs)

- **Domain**: ai-backend-engineering
- **Tags**: spring-boot, microservices, design-patterns, java, rest-api
- **Page**: https://skills.yangsir.net/skill/ssh2-springboot-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-springboot-patterns/markdown

掌握Spring Boot架构模式、REST API设计和分层结构，构建高效稳定的后端服务。

### continuous-learning-v2 (8,300 installs)

- **Domain**: education
- **Tags**: continuous-learning, lifelong-learning, educational-technology, skill-development, adaptive-learning
- **Page**: https://skills.yangsir.net/skill/ssh2-continuous-learning-v2
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-continuous-learning-v2/markdown

基于直觉的持续学习系统，通过观察用户会话，智能优化学习路径和内容。

### django-patterns (7,900 installs)

- **Domain**: ai-backend-engineering
- **Tags**: django, python, web-frameworks, design-patterns, backend-architecture
- **Page**: https://skills.yangsir.net/skill/ssh2-django-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-django-patterns/markdown

涵盖Django架构模式、DRF的REST API设计、ORM最佳实践及安全考量，助力构建稳健高效的后端服务。

### postgres-patterns (7,900 installs)

- **Domain**: ai-data-management-analysis
- **Tags**: postgresql, database-design, sql-optimization, relational-databases, data-modeling
- **Page**: https://skills.yangsir.net/skill/ssh2-postgres-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-postgres-patterns/markdown

PostgreSQL数据库模式，用于查询优化、架构设计和索引。

### docker-patterns (7,900 installs)

- **Domain**: ai-software-architecture-engineering
- **Tags**: docker, containerization, docker-compose, microservices, ci/cd
- **Page**: https://skills.yangsir.net/skill/ssh2-docker-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-docker-patterns/markdown

提供Docker和Docker Compose在本地开发、持续集成及生产部署中的最佳实践模式，简化容器化应用管理。

### video-editing (7,700 installs)

- **Domain**: multimedia
- **Tags**: video-editing, ai-video-editing, video-processing, motion-graphics, multimedia-production
- **Page**: https://skills.yangsir.net/skill/daily-video-editing
- **Markdown**: https://skills.yangsir.net/api/skill/daily-video-editing/markdown

提供AI辅助的视频编辑功能，专注于对真实拍摄素材进行剪辑、优化与后期处理，而非通过提示词生成视频内容。

### tdd-workflow (7,600 installs)

- **Domain**: testing
- **Tags**: tdd, unit-testing, integration-testing, software-development-workflow, test-automation
- **Page**: https://skills.yangsir.net/skill/ssh2-tdd-workflow
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-tdd-workflow/markdown

编写新功能、修复bug或重构代码时使用的TDD工作流程。，AI Agent Skill，提升工作效率和自动化能力

### java-coding-standards (7,400 installs)

- **Domain**: ai-code-generation-quality
- **Tags**: java, coding-standards, code-quality, best-practices, software-engineering
- **Page**: https://skills.yangsir.net/skill/ssh2-java-coding-standards
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-java-coding-standards/markdown

遵循Spring Boot服务的Java编码标准，涵盖命名规范、不可变性等，确保代码质量和可维护性。

### django-security (7,300 installs)

- **Domain**: security
- **Tags**: django-security, owasp, authentication, authorization, csrf-protection
- **Page**: https://skills.yangsir.net/skill/ssh2-django-security
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-django-security/markdown

专注于Django安全最佳实践，包括认证、授权、数据保护等，确保Web应用抵御常见威胁，构建安全可靠的后端。

### python-testing (7,300 installs)

- **Domain**: testing
- **Tags**: python, pytest, unit-testing, mocking, test-driven-development-(tdd)
- **Page**: https://skills.yangsir.net/skill/ssh2-python-testing
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-python-testing/markdown

专注于Python测试策略，包括pytest框架、测试驱动开发（TDD）方法论及测试夹具使用。

### springboot-security (7,200 installs)

- **Domain**: security
- **Tags**: spring-security, oauth2, jwt, spring-boot, authentication
- **Page**: https://skills.yangsir.net/skill/ssh2-springboot-security
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-springboot-security/markdown

提供Spring Security认证/授权、数据验证等方面的最佳实践，确保Spring Boot应用安全。

### cpp-coding-standards (7,000 installs)

- **Domain**: ai-code-generation-quality
- **Tags**: c++-best-practices, code-style, static-analysis, code-review, software-engineering
- **Page**: https://skills.yangsir.net/skill/ssh2-cpp-coding-standards
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-cpp-coding-standards/markdown

讲解基于C++核心指南的C++编码标准，帮助开发者编写高质量、可维护的代码。

### article-writing (7,000 installs)

- **Domain**: content-creation
- **Tags**: content-creation, article-writing, copywriting, seo-writing, editorial-skills
- **Page**: https://skills.yangsir.net/skill/ssh2-article-writing
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-article-writing/markdown

以独特风格撰写文章、指南、博客、教程和新闻稿等长篇内容。，AI Agent Skill，提升工作效率和自动化能力

### strategic-compact (6,900 installs)

- **Domain**: ai-llm-engineering
- **Tags**: ai-strategy, business-intelligence, decision-making, data-analytics, machine-learning
- **Page**: https://skills.yangsir.net/skill/ssh2-strategic-compact
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-strategic-compact/markdown

针对AI工程，此技能在逻辑关键点建议手动上下文压缩，以优化模型性能和资源利用，确保AI系统高效运行。

### market-research (6,900 installs)

- **Domain**: marketing
- **Tags**: market-analysis, competitive-analysis, consumer-behavior, data-collection, strategic-planning
- **Page**: https://skills.yangsir.net/skill/ssh2-market-research
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-market-research/markdown

协助用户进行市场调研、竞争分析及投资者尽职调查，为商业决策提供数据支持和战略洞察。

### android-clean-architecture (6,900 installs)

- **Domain**: mobile
- **Tags**: android-development, clean-architecture, mobile-app-design, software-patterns
- **Page**: https://skills.yangsir.net/skill/sm3-android-clean-architecture
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-android-clean-architecture/markdown

为Android应用设计和实现清晰、可维护的架构，遵循Clean Architecture模式，提升代码质量和可扩展性。

### database-migrations (6,700 installs)

- **Domain**: ai-data-management-analysis
- **Tags**: database-migrations, schema-management, sql, orm, version-control
- **Page**: https://skills.yangsir.net/skill/ssh2-database-migrations
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-database-migrations/markdown

提供数据库迁移的最佳实践，处理模式变更和数据迁移，确保数据库更新过程的平稳和数据完整性。

### liquid-glass-design (6,700 installs)

- **Domain**: design
- **Tags**: glassmorphism, ui-design-trends, visual-design, web-design, css-effects
- **Page**: https://skills.yangsir.net/skill/ssh2-liquid-glass-design
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-liquid-glass-design/markdown

介绍iOS 26的液态玻璃设计系统，一种动态玻璃材质，提供未来感的用户界面体验。

### springboot-tdd (6,700 installs)

- **Domain**: testing
- **Tags**: spring-boot, test-driven-development-(tdd), junit, mockito, integration-testing
- **Page**: https://skills.yangsir.net/skill/ssh2-springboot-tdd
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-springboot-tdd/markdown

针对Spring Boot项目，采用JUnit 5和Mockito进行测试驱动开发(TDD)，确保代码质量和功能稳定性。

### laravel-patterns (6,600 installs)

- **Domain**: ai-software-architecture-engineering
- **Tags**: laravel, architecture, php, backend, design-patterns
- **Page**: https://skills.yangsir.net/skill/daily-laravel-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/daily-laravel-patterns/markdown

可扩展、可维护 Laravel 应用的生产级架构模式，涵盖控制器、服务和领域逻辑结构、Eloquent 模型和关系设计

### continuous-learning (6,600 installs)

- **Domain**: education
- **Tags**: learning-platforms, e-learning, skill-development, ai-in-education, personalized-learning
- **Page**: https://skills.yangsir.net/skill/ssh2-continuous-learning
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-continuous-learning/markdown

自动从Claude Code会话中提取可重用模式，并保存为学习技能以供将来使用。

### security-scan (6,600 installs)

- **Domain**: security
- **Tags**: security-scanning, vulnerability-assessment, penetration-testing, code-security
- **Page**: https://skills.yangsir.net/skill/ssh2-security-scan
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-security-scan/markdown

扫描Claude Code配置目录（.claude/）以发现潜在的安全漏洞和不合规设置，提升代码安全性。

### laravel-security (6,600 installs)

- **Domain**: security
- **Tags**: laravel, security, web-security, php, vulnerability-prevention
- **Page**: https://skills.yangsir.net/skill/daily-laravel-security
- **Markdown**: https://skills.yangsir.net/api/skill/daily-laravel-security/markdown

Laravel 应用综合安全指南，防御常见漏洞，涵盖认证授权、用户输入处理、文件上传、API 端点和密钥管理

### django-tdd (6,600 installs)

- **Domain**: testing
- **Tags**: django, test-driven-development-(tdd), python-testing, unit-testing, integration-testing
- **Page**: https://skills.yangsir.net/skill/ssh2-django-tdd
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-django-tdd/markdown

专注于Django的测试驱动开发（TDD）方法论，运用pytest-django实现高效测试策略。

### deployment-patterns (6,500 installs)

- **Domain**: ai-ci-cd-deployment
- **Tags**: deployment-patterns, ci/cd, devops-architecture, release-strategy, blue/green-deployment
- **Page**: https://skills.yangsir.net/skill/ssh2-deployment-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-deployment-patterns/markdown

提供部署工作流、CI/CD管道模式和Docker容器化最佳实践，帮助构建高效、可靠的软件交付流程。

### clickhouse-io (6,400 installs)

- **Domain**: ai-data-management-analysis
- **Tags**: clickhouse, data-ingestion, data-export, etl, performance-optimization
- **Page**: https://skills.yangsir.net/skill/ssh2-clickhouse-io
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-clickhouse-io/markdown

专注于ClickHouse数据库模式、查询优化和高性能分析，适用于处理大规模实时数据，提升后端数据处理能力。

### jpa-patterns (6,400 installs)

- **Domain**: ai-data-management-analysis
- **Tags**: jpa, hibernate, java, orm, database-access-patterns
- **Page**: https://skills.yangsir.net/skill/ssh2-jpa-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-jpa-patterns/markdown

提供JPA/Hibernate实体设计、关系映射、查询优化及性能提升的最佳实践模式，简化数据库操作。

### eval-harness (6,400 installs)

- **Domain**: ai-llm-engineering
- **Tags**: llm-evaluation, ai-model-testing, benchmarking, ai-engineering, performance-metrics
- **Page**: https://skills.yangsir.net/skill/ssh2-eval-harness
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-eval-harness/markdown

为Claude Code会话提供正式评估框架，实现指标、基准测试和报告功能，确保AI工程项目的质量和性能。

### cpp-testing (6,300 installs)

- **Domain**: testing
- **Tags**: c++-unit-testing, google-test, catch2, test-driven-development, mocking-frameworks
- **Page**: https://skills.yangsir.net/skill/ssh2-cpp-testing
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-cpp-testing/markdown

专门用于编写、更新、修复和配置C++测试，确保代码质量和功能正确性。

### verification-loop (6,200 installs)

- **Domain**: ai-code-generation-quality
- **Tags**: code-verification, automated-testing, continuous-integration, quality-assurance, feedback-loops
- **Page**: https://skills.yangsir.net/skill/ssh2-verification-loop
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-verification-loop/markdown

提供一个全面的验证系统，用于Claude代码会话的验证和质量保证，适用于AI工程。

### iterative-retrieval (6,200 installs)

- **Domain**: ai-llm-engineering
- **Tags**: information-retrieval, rag-(retrieval-augmented-generation), llm, data-processing, ai-engineering
- **Page**: https://skills.yangsir.net/skill/ssh2-iterative-retrieval
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-iterative-retrieval/markdown

逐步优化上下文检索模式，以解决复杂问题，提高信息检索的相关性和准确性，适用于数据和AI领域。

### nutrient-document-processing (6,200 installs)

- **Domain**: data-ai
- **Tags**: natural-language-processing-(nlp), information-extraction, nutritional-science, scientific-document-analysis, data-mining
- **Page**: https://skills.yangsir.net/skill/ssh2-nutrient-document-processing
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-nutrient-document-processing/markdown

用于文档处理，包括转换、OCR识别、内容提取、修订、签名和填写等操作，适用于科学领域。

### search-first (6,200 installs)

- **Domain**: product
- **Tags**: search-engine-optimization-(seo), information-retrieval, content-discovery, keyword-research, user-intent
- **Page**: https://skills.yangsir.net/skill/ssh2-search-first
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-search-first/markdown

提倡“先研究后编码”的工作流程，优先搜索现有工具和解决方案，提高开发效率。

### configure-ecc (6,200 installs)

- **Domain**: security
- **Tags**: elliptic-curve-cryptography, tls/ssl, key-management, cryptography, openssl
- **Page**: https://skills.yangsir.net/skill/ssh2-configure-ecc
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-configure-ecc/markdown

作为Everything Claude Code的交互式安装向导，引导用户完成配置过程，确保安全、高效地部署和使用相关服务。

### rust-testing (6,200 installs)

- **Domain**: testing
- **Tags**: rust, testing, tdd, unit-testing, benchmarking
- **Page**: https://skills.yangsir.net/skill/daily-rust-testing
- **Markdown**: https://skills.yangsir.net/api/skill/daily-rust-testing/markdown

全面的 Rust 测试模式和最佳实践，遵循 TDD 方法论编写可靠、可维护的测试，涵盖单元测试、集成测试和基准测试

### agentic-engineering (6,100 installs)

- **Domain**: ai-agent-core-development
- **Tags**: ai-agent-design, multi-agent-systems, autonomous-systems, agent-orchestration, llm-powered-agents
- **Page**: https://skills.yangsir.net/skill/ssh2-agentic-engineering
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-agentic-engineering/markdown

运用智能体工程方法，通过“评估优先”执行策略，优化AI系统开发流程，提升模型性能与可靠性。

### agent-harness-construction (6,100 installs)

- **Domain**: ai-agent-core-development
- **Tags**: ai-agent-development, agent-frameworks, testing-harnesses, orchestration
- **Page**: https://skills.yangsir.net/skill/ssh2-agent-harness-construction
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-agent-harness-construction/markdown

专注于设计和优化AI代理的行动空间及工具定义，提升代理的决策能力和任务执行效率，是AI工程的关键环节。

### codebase-onboarding (6,100 installs)

- **Domain**: ai-dev-tools-workflow
- **Tags**: codebase, onboarding, ai, llm, agents
- **Page**: https://skills.yangsir.net/skill/daily-codebase-onboarding
- **Markdown**: https://skills.yangsir.net/api/skill/daily-codebase-onboarding/markdown

系统化分析陌生代码库，生成结构化的入门指南，帮助开发者快速理解项目架构和核心功能

### django-verification (6,100 installs)

- **Domain**: testing
- **Tags**: django-framework, python-backend, unit-testing-(django), integration-testing-(django), rest-api-testing
- **Page**: https://skills.yangsir.net/skill/ssh2-django-verification
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-django-verification/markdown

为Django项目提供验证循环，包括数据库迁移和代码规范检查，确保后端项目质量。

### cost-aware-llm-pipeline (6,000 installs)

- **Domain**: ai-llm-engineering
- **Tags**: llm-optimization, cost-management, ai-engineering, prompt-engineering, cloud-cost-optimization
- **Page**: https://skills.yangsir.net/skill/ssh2-cost-aware-llm-pipeline
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-cost-aware-llm-pipeline/markdown

针对LLM API使用提供成本优化模式，如模型路由，以降低AI工程项目的运营开销。

### kotlin-coroutines-flows (6,000 installs)

- **Domain**: mobile
- **Tags**: kotlin-development, coroutines, asynchronous-programming, mobile-concurrency
- **Page**: https://skills.yangsir.net/skill/sm3-kotlin-coroutines-flows
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-kotlin-coroutines-flows/markdown

为Kotlin协程和Flow提供结构化并发模式，优化异步编程，提升移动应用性能和响应速度。

### springboot-verification (6,000 installs)

- **Domain**: testing
- **Tags**: spring-boot, java-backend, unit-testing-(spring), integration-testing-(spring), rest-api-testing
- **Page**: https://skills.yangsir.net/skill/ssh2-springboot-verification
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-springboot-verification/markdown

描述Spring Boot项目的验证流程，包括构建、静态分析和测试，确保代码质量和稳定性。

### autonomous-loops (5,900 installs)

- **Domain**: ai-agent-orchestration-collaboration
- **Tags**: autonomous-agents, ai-orchestration, agentic-workflows, reinforcement-learning, self-correction-loops
- **Page**: https://skills.yangsir.net/skill/ssh2-autonomous-loops
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-autonomous-loops/markdown

提供自主Claude Code循环的模式和架构，从简单序列管道到多智能体DAG系统。

### content-hash-cache-pattern (5,800 installs)

- **Domain**: ai-backend-engineering
- **Tags**: caching-strategies, content-hashing, cache-invalidation, web-performance, http-caching
- **Page**: https://skills.yangsir.net/skill/ssh2-content-hash-cache-pattern
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-content-hash-cache-pattern/markdown

使用SHA-256内容哈希来缓存昂贵的文件处理结果，提高后端系统效率和性能。

### rust-patterns (5,800 installs)

- **Domain**: ai-backend-engineering
- **Tags**: rust, best-practices, performance, memory-safety, concurrency
- **Page**: https://skills.yangsir.net/skill/daily-rust-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/daily-rust-patterns/markdown

地道的 Rust 开发模式和最佳实践，用于构建安全、高性能和可维护的应用程序，涵盖所有权、借用、并发等核心概念

### regex-vs-llm-structured-text (5,800 installs)

- **Domain**: ai-data-management-analysis
- **Tags**: regular-expressions, llm-text-extraction, structured-data, natural-language-processing, data-parsing
- **Page**: https://skills.yangsir.net/skill/ssh2-regex-vs-llm-structured-text
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-regex-vs-llm-structured-text/markdown

提供在处理结构化文本时，选择正则表达式或大型语言模型的决策框架。

### ai-first-engineering (5,800 installs)

- **Domain**: ai-software-architecture-engineering
- **Tags**: ai-driven-development, mlops, ai-system-design, prompt-engineering
- **Page**: https://skills.yangsir.net/skill/ssh2-ai-first-engineering
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-ai-first-engineering/markdown

针对AI代理生成代码的团队，提供一套全新的工程运营模型，优化开发流程，提升AI驱动的软件开发效率。

### kotlin-patterns (5,800 installs)

- **Domain**: ai-software-architecture-engineering
- **Tags**: kotlin, backend-development, design-patterns, code-quality, type-safety
- **Page**: https://skills.yangsir.net/skill/daily-kotlin-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/daily-kotlin-patterns/markdown

提供Kotlin惯用模式和最佳实践，构建健壮、高效、可维护的后端应用程序

### content-engine (5,800 installs)

- **Domain**: content-creation
- **Tags**: content-automation, ai-content-platform, claude-ai, content-workflow
- **Page**: https://skills.yangsir.net/skill/ssh2-content-engine
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-content-engine/markdown

帮助用户为X、LinkedIn、TikTok等平台创建原生内容系统。提供内容策略、生产流程和分发机制，以实现高效的内容创作和传播。

### swiftui-patterns (5,800 installs)

- **Domain**: mobile
- **Tags**: swiftui, design-patterns, ios-development, declarative-ui, mobile-app-architecture
- **Page**: https://skills.yangsir.net/skill/ssh2-swiftui-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-swiftui-patterns/markdown

深入探讨SwiftUI的架构模式和状态管理机制，特别是如何利用@Observable等特性构建健壮的iOS应用。

### continuous-agent-loop (5,700 installs)

- **Domain**: ai-agent-core-development
- **Tags**: ai-agent-loop, autonomous-agents, reinforcement-learning, agent-orchestration
- **Page**: https://skills.yangsir.net/skill/ssh2-continuous-agent-loop
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-continuous-agent-loop/markdown

专注于设计和实现具有质量保证的连续自主智能体循环模式，确保AI系统能够持续学习、迭代和优化，提升性能与可靠性。

### investor-materials (5,700 installs)

- **Domain**: investment
- **Tags**: investor-presentations, financial-documents, pitch-deck, due-diligence, investment-strategy
- **Page**: https://skills.yangsir.net/skill/ssh2-investor-materials
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-investor-materials/markdown

专注于创建和更新投资者材料，如演示文稿、一页纸概览和投资者备忘录，确保信息清晰专业，吸引潜在投资。

### swift-actor-persistence (5,700 installs)

- **Domain**: mobile
- **Tags**: swift-concurrency, actors, persistence, core-data, realm
- **Page**: https://skills.yangsir.net/skill/ssh2-swift-actor-persistence
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-swift-actor-persistence/markdown

运用Swift Actor实现线程安全的数据持久化，提供高效的内存数据管理方案。

### compose-multiplatform-patterns (5,700 installs)

- **Domain**: mobile
- **Tags**: kotlin-multiplatform, jetpack-compose, android-development, swiftui, cross-platform
- **Page**: https://skills.yangsir.net/skill/sm2-compose-multiplatform-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/sm2-compose-multiplatform-patterns/markdown

提供Compose Multiplatform和Jetpack Compose在KMP项目中的设计模式与最佳实践，助力跨平台UI开发。

### swift-protocol-di-testing (5,700 installs)

- **Domain**: testing
- **Tags**: swift, protocol-oriented-programming, dependency-injection, unit-testing, ios-development
- **Page**: https://skills.yangsir.net/skill/ssh2-swift-protocol-di-testing
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-swift-protocol-di-testing/markdown

利用基于协议的依赖注入，为Swift代码提供可测试性，提升代码质量和维护性。

### nextjs-turbopack (5,600 installs)

- **Domain**: ai-dev-tools-workflow
- **Tags**: nextjs, performance, build-tools, rust, development-experience
- **Page**: https://skills.yangsir.net/skill/daily-nextjs-turbopack
- **Markdown**: https://skills.yangsir.net/api/skill/daily-nextjs-turbopack/markdown

Next.js 16+ 默认使用 Turbopack 进行本地开发，这是用 Rust 编写的增量打包工具，显著加快开发启动和热更新速度

### bun-runtime (5,600 installs)

- **Domain**: ai-dev-tools-workflow
- **Tags**: javascript, runtime, performance, toolchain, typescript
- **Page**: https://skills.yangsir.net/skill/daily-bun-runtime
- **Markdown**: https://skills.yangsir.net/api/skill/daily-bun-runtime/markdown

Bun 是快速的 JavaScript 全能工具包：运行时、包管理器、打包器和测试运行器一体化，替代 Node.js 和 npm/yarn

### foundation-models-on-device (5,600 installs)

- **Domain**: ai-llm-engineering
- **Tags**: on-device-ai, edge-ai, foundation-models, mobile-ai, model-optimization
- **Page**: https://skills.yangsir.net/skill/ssh2-foundation-models-on-device
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-foundation-models-on-device/markdown

苹果FoundationModels框架，用于设备端LLM，支持文本生成和引导式生成。

### visa-doc-translate (5,600 installs)

- **Domain**: data-ai
- **Tags**: document-translation, legal-translation, visa-applications, multilingual-support, ocr
- **Page**: https://skills.yangsir.net/skill/ssh2-visa-doc-translate
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-visa-doc-translate/markdown

将签证申请文件（图片）翻译成英文，并创建双语版本。，AI Agent Skill，提升工作效率和自动化能力

### investor-outreach (5,600 installs)

- **Domain**: investment
- **Tags**: investor-relations, fundraising, pitch-deck, venture-capital, financial-communication
- **Page**: https://skills.yangsir.net/skill/ssh2-investor-outreach
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-investor-outreach/markdown

协助起草投资者外联沟通材料，包括冷启动邮件、暖场介绍、跟进信和更新邮件，有效进行投资者关系管理。

### swift-concurrency-6-2 (5,600 installs)

- **Domain**: mobile
- **Tags**: swift-concurrency, async/await, actors, ios-development, swift-6.2
- **Page**: https://skills.yangsir.net/skill/ssh2-swift-concurrency-6-2
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-swift-concurrency-6-2/markdown

Swift 6.2 易用并发：默认单线程，使用@concurrent实现并发。

### blueprint (5,500 installs)

- **Domain**: ai-agent-orchestration-collaboration
- **Tags**: multi-agent-systems, workflow-automation, prompt-engineering, project-planning
- **Page**: https://skills.yangsir.net/skill/sm2-blueprint
- **Markdown**: https://skills.yangsir.net/api/skill/sm2-blueprint/markdown

将一行目标转化为多会话的逐步构建计划。，AI Agent Skill，提升工作效率和自动化能力

### plankton-code-quality (5,500 installs)

- **Domain**: ai-code-generation-quality
- **Tags**: plankton-tool, code-quality-analysis, static-code-analysis, code-metrics, devops-practices
- **Page**: https://skills.yangsir.net/skill/ssh2-plankton-code-quality
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-plankton-code-quality/markdown

利用Plankton在编写代码时强制执行代码质量标准，实现自动格式化和修复，确保代码规范性。

### ai-regression-testing (5,500 installs)

- **Domain**: ai-code-generation-quality
- **Tags**: regression-testing, ai-testing, test-automation, quality-assurance, code-review
- **Page**: https://skills.yangsir.net/skill/daily-ai-regression-testing
- **Markdown**: https://skills.yangsir.net/api/skill/daily-ai-regression-testing/markdown

专为 AI 辅助开发设计的回归测试模式，解决同一模型既写代码又审查代码导致的系统性盲点问题，通过自动化测试捕获这些盲点

### everything-claude-code-conventions (5,500 installs)

- **Domain**: ai-code-generation-quality
- **Tags**: everything, claude, code, conventions, ai
- **Page**: https://skills.yangsir.net/skill/daily-everything-claude-code-conventions
- **Markdown**: https://skills.yangsir.net/api/skill/daily-everything-claude-code-conventions/markdown

提供 Claude Code 编码规范和最佳实践，帮助开发者编写高质量、可维护的代码

### pytorch-patterns (5,500 installs)

- **Domain**: data-ai
- **Tags**: pytorch, patterns, python, machine-learning, data
- **Page**: https://skills.yangsir.net/skill/daily-pytorch-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/daily-pytorch-patterns/markdown

提供 PyTorch 惯用模式和最佳实践，帮助开发者构建健壮、高效的机器学习模型

### kotlin-testing (5,500 installs)

- **Domain**: testing
- **Tags**: kotlin, tdd, unit-testing, mockk, kotest
- **Page**: https://skills.yangsir.net/skill/daily-kotlin-testing
- **Markdown**: https://skills.yangsir.net/api/skill/daily-kotlin-testing/markdown

基于TDD方法论的Kotlin测试模式，使用Kotest和MockK编写可靠可维护的测试

### ralphinho-rfc-pipeline (5,400 installs)

- **Domain**: ai-agent-orchestration-collaboration
- **Tags**: rfc-process, technical-documentation, software-architecture, design-documents, version-control
- **Page**: https://skills.yangsir.net/skill/ssh2-ralphinho-rfc-pipeline
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-ralphinho-rfc-pipeline/markdown

基于RFC驱动的多智能体DAG执行模式，确保AI任务流程的质量保障和高效协作。

### data-scraper-agent (5,400 installs)

- **Domain**: ai-data-management-analysis
- **Tags**: web-scraping, data-collection, automation, llm, pipeline
- **Page**: https://skills.yangsir.net/skill/daily-data-scraper-agent
- **Markdown**: https://skills.yangsir.net/api/skill/daily-data-scraper-agent/markdown

构建生产级 AI 驱动的数据采集代理，支持定时运行、LLM 数据增强、数据库存储和持续优化，可用于抓取任何公共数据源

### enterprise-agent-ops (5,400 installs)

- **Domain**: ai-system-observability-sre
- **Tags**: ai-agent-operations, llm-orchestration, enterprise-ai, monitoring, deployment
- **Page**: https://skills.yangsir.net/skill/ssh2-enterprise-agent-ops
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-enterprise-agent-ops/markdown

管理和操作长期运行的AI智能体工作负载，确保其可观测性、安全性和可靠性，适用于企业级AI应用。

### customs-trade-compliance (5,400 installs)

- **Domain**: legal
- **Tags**: trade-compliance, customs-regulations, international-trade, legal-advisory
- **Page**: https://skills.yangsir.net/skill/sm3-customs-trade-compliance
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-customs-trade-compliance/markdown

作为高级贸易合规专家，提供海关和贸易合规咨询，确保企业遵守国际贸易法规，规避风险。

### flutter-dart-code-review (5,400 installs)

- **Domain**: testing
- **Tags**: testing, flutter, dart, code-review, quality-assurance
- **Page**: https://skills.yangsir.net/skill/daily-flutter-dart-code-review
- **Markdown**: https://skills.yangsir.net/api/skill/daily-flutter-dart-code-review/markdown

全面且与库无关的 Flutter/Dart 应用审查清单，确保项目结构和代码质量一致性

### kotlin-ktor-patterns (5,300 installs)

- **Domain**: ai-backend-engineering
- **Tags**: ktor, kotlin, rest-api, backend-development, coroutines
- **Page**: https://skills.yangsir.net/skill/daily-kotlin-ktor-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/daily-kotlin-ktor-patterns/markdown

构建健壮可维护的Ktor HTTP服务器，涵盖插件配置、REST API和部署最佳实践

### nanoclaw-repl (5,300 installs)

- **Domain**: ai-dev-tools-workflow
- **Tags**: repl, interactive-programming, cli-tools, debugging, scripting
- **Page**: https://skills.yangsir.net/skill/ssh2-nanoclaw-repl
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-nanoclaw-repl/markdown

熟练操作和扩展ECC的零依赖会话工具NanoClaw v2，进行交互式开发和调试，提升AI工程的效率和灵活性。

### context-budget (5,300 installs)

- **Domain**: ai-llm-engineering
- **Tags**: context, budget, ai, llm, agents
- **Page**: https://skills.yangsir.net/skill/daily-context-budget
- **Markdown**: https://skills.yangsir.net/api/skill/daily-context-budget/markdown

分析 Claude Code 会话中各组件的 token 开销，优化上下文使用和预算分配

### production-scheduling (5,300 installs)

- **Domain**: ai-productivity-automation
- **Tags**: production-scheduling, operations-management, resource-allocation, backend-logistics
- **Page**: https://skills.yangsir.net/skill/sm3-production-scheduling
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-production-scheduling/markdown

作为高级生产计划经理，负责管理和优化生产计划，确保生产效率和产品按时交付。

### mcp-server-patterns (5,300 installs)

- **Domain**: data-ai
- **Tags**: mcp, ai-integration, server-development, api-design, context-management
- **Page**: https://skills.yangsir.net/skill/daily-mcp-server-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/daily-mcp-server-patterns/markdown

构建和维护 MCP 服务器的模式和最佳实践，MCP 允许 AI 助手调用工具、读取资源和使用服务器提示，SDK API 不断演进

### fal-ai-media (5,300 installs)

- **Domain**: multimedia
- **Tags**: image-generation, video-generation, text-to-speech, generative-ai, media-creation
- **Page**: https://skills.yangsir.net/skill/daily-fal-ai-media
- **Markdown**: https://skills.yangsir.net/api/skill/daily-fal-ai-media/markdown

通过fal.ai模型生成图像、视频和音频，支持文本转图片、视频生成和音频创作

### carrier-relationship-management (5,300 installs)

- **Domain**: product
- **Tags**: logistics-management, carrier-relations, supply-chain, backend-operations
- **Page**: https://skills.yangsir.net/skill/sm3-carrier-relationship-management
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-carrier-relationship-management/markdown

作为高级承运商关系经理，负责管理和优化与承运商的合作关系，确保物流顺畅高效。

### inventory-demand-planning (5,300 installs)

- **Domain**: product
- **Tags**: inventory-management, demand-planning, supply-chain-optimization, logistics-analytics
- **Page**: https://skills.yangsir.net/skill/sm3-inventory-demand-planning
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-inventory-demand-planning/markdown

作为高级需求计划经理，负责管理和优化库存需求计划，确保供应链高效运作并降低成本。

### energy-procurement (5,300 installs)

- **Domain**: sales
- **Tags**: energy-procurement, financial-management, resource-acquisition, cost-optimization
- **Page**: https://skills.yangsir.net/skill/sm3-energy-procurement
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-energy-procurement/markdown

作为高级能源采购经理，负责管理和优化企业的能源采购策略，降低成本并确保供应稳定。

### quality-nonconformance (5,300 installs)

- **Domain**: testing
- **Tags**: quality-management, non-conformance, product-quality, process-improvement
- **Page**: https://skills.yangsir.net/skill/sm3-quality-nonconformance
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-quality-nonconformance/markdown

作为高级质量与不合格品管理专家，负责管理产品质量，处理不合格品，确保产品符合标准。

### dmux-workflows (5,200 installs)

- **Domain**: ai-agent-orchestration-collaboration
- **Tags**: multi-agent-systems, orchestration, parallel-execution, workflow-automation, ai-agents
- **Page**: https://skills.yangsir.net/skill/daily-dmux-workflows
- **Markdown**: https://skills.yangsir.net/api/skill/daily-dmux-workflows/markdown

使用dmux编排并行AI代理会话，协调多个Claude Code和Codex实例协同工作

### claude-devfleet (5,200 installs)

- **Domain**: ai-agent-orchestration-collaboration
- **Tags**: multi-agent, parallel-processing, claude-code, git-worktree, orchestration
- **Page**: https://skills.yangsir.net/skill/daily-claude-devfleet
- **Markdown**: https://skills.yangsir.net/api/skill/daily-claude-devfleet/markdown

将编码任务分派给多个 Claude Code 代理并行工作，每个代理在独立的 git worktree 中运行，拥有完整工具集

### team-builder (5,200 installs)

- **Domain**: ai-agent-orchestration-collaboration
- **Tags**: team-management, agent-orchestration, workflow, collaboration, productivity
- **Page**: https://skills.yangsir.net/skill/daily-team-builder
- **Markdown**: https://skills.yangsir.net/api/skill/daily-team-builder/markdown

交互式菜单用于浏览和按需组合代理团队，支持平面或域名子目录代理集合，快速构建临时团队处理复杂任务

### perl-patterns (5,200 installs)

- **Domain**: ai-backend-engineering
- **Tags**: perl-development, coding-patterns, backend-engineering, best-practices
- **Page**: https://skills.yangsir.net/skill/sm3-perl-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-perl-patterns/markdown

提供现代Perl开发模式和最佳实践，遵循Perl 5.36+规范，提升代码质量和开发效率。

### kotlin-exposed-patterns (5,200 installs)

- **Domain**: ai-data-management-analysis
- **Tags**: kotlin, orm, database, sql, exposed
- **Page**: https://skills.yangsir.net/skill/daily-kotlin-exposed-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/daily-kotlin-exposed-patterns/markdown

使用JetBrains Exposed ORM进行数据库访问，涵盖DSL查询、DAO、事务和生产配置

### agent-eval (5,200 installs)

- **Domain**: ai-dev-tools-workflow
- **Tags**: agent, eval, ai, llm, agents
- **Page**: https://skills.yangsir.net/skill/daily-agent-eval
- **Markdown**: https://skills.yangsir.net/api/skill/daily-agent-eval/markdown

轻量级 CLI 工具，用于对比评估不同 AI 编程代理的性能和表现

### crosspost (5,200 installs)

- **Domain**: content-creation
- **Tags**: cross-platform, content-distribution, social-media, platform-adaptation
- **Page**: https://skills.yangsir.net/skill/daily-crosspost
- **Markdown**: https://skills.yangsir.net/api/skill/daily-crosspost/markdown

将内容跨多个社交平台分发，自动适配各平台原生格式和内容规范，AI Agent Skill，提升工作效率和自动化能力

### logistics-exception-management (5,200 installs)

- **Domain**: data-analysis
- **Tags**: logistics-management, exception-handling, supply-chain, operational-efficiency
- **Page**: https://skills.yangsir.net/skill/sm3-logistics-exception-management
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-logistics-exception-management/markdown

作为高级物流异常管理专家，负责识别、分析和解决物流过程中的异常情况，确保货物准时送达。

### x-api (5,200 installs)

- **Domain**: marketing
- **Tags**: social-media-marketing, api-integration, content-publishing, analytics, twitter-api
- **Page**: https://skills.yangsir.net/skill/daily-x-api
- **Markdown**: https://skills.yangsir.net/api/skill/daily-x-api/markdown

程序化发布推文、读取时间线、搜索内容和分析数据，构建X平台集成应用

### videodb (5,200 installs)

- **Domain**: multimedia
- **Tags**: video-database, live-stream-processing, multimedia-ai, video-content-analysis
- **Page**: https://skills.yangsir.net/skill/sm3-videodb
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-videodb/markdown

VideoDB提供视频、直播流和桌面会话的感知、记忆和行动能力，实现智能视频分析和交互。

### returns-reverse-logistics (5,200 installs)

- **Domain**: product
- **Tags**: reverse-logistics, returns-management, supply-chain, backend-operations
- **Page**: https://skills.yangsir.net/skill/sm3-returns-reverse-logistics
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-returns-reverse-logistics/markdown

作为高级退货与逆向物流经理，负责管理退货流程和逆向物流，优化成本并提升客户满意度。

### perl-security (5,200 installs)

- **Domain**: security
- **Tags**: perl-security, application-security, vulnerability-management, secure-coding
- **Page**: https://skills.yangsir.net/skill/sm3-perl-security
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-perl-security/markdown

提供Perl应用程序的全面安全指南，涵盖代码安全、数据保护等方面，确保应用程序的安全性。

### perl-testing (5,200 installs)

- **Domain**: testing
- **Tags**: perl-testing, test-automation, quality-assurance, software-testing
- **Page**: https://skills.yangsir.net/skill/sm3-perl-testing
- **Markdown**: https://skills.yangsir.net/api/skill/sm3-perl-testing/markdown

提供Perl应用程序的全面测试策略，利用Test::More等工具，确保代码质量和功能稳定性。

### jira-integration (5,100 installs)

- **Domain**: ai-project-management-collaboration
- **Tags**: jira, project-management, api-integration, agile, ticket-management
- **Page**: https://skills.yangsir.net/skill/daily-jira-integration
- **Markdown**: https://skills.yangsir.net/api/skill/daily-jira-integration/markdown

直接从AI工作流中检索、分析和更新Jira工单，支持MCP和REST API两种集成方式

### nuxt4-patterns (5,000 installs)

- **Domain**: ai-frontend-engineering
- **Tags**: frontend, nextjs, ssr, web-development, rendering
- **Page**: https://skills.yangsir.net/skill/daily-nuxt4-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/daily-nuxt4-patterns/markdown

构建或调试具有 SSR、混合渲染、路由规则或页面级数据获取的 Nuxt 4 应用

### rules-distill (5,000 installs)

- **Domain**: ai-skill-platform-ecosystem
- **Tags**: devops, knowledge-management, automation, documentation, best-practices
- **Page**: https://skills.yangsir.net/skill/daily-rules-distill
- **Markdown**: https://skills.yangsir.net/api/skill/daily-rules-distill/markdown

扫描已安装技能，提取跨技能原则并提炼为规则，自动更新规则文件

### hexagonal-architecture (5,000 installs)

- **Domain**: ai-software-architecture-engineering
- **Tags**: hexagonal-architecture, clean-architecture, software-design, backend-design, ports-adapters
- **Page**: https://skills.yangsir.net/skill/daily-hexagonal-architecture
- **Markdown**: https://skills.yangsir.net/api/skill/daily-hexagonal-architecture/markdown

六边形架构（端口和适配器）保持业务逻辑独立于框架、传输和持久化细节，核心应用依赖抽象端口，适配器在边缘实现这些端口

### remotion-video-creation (5,000 installs)

- **Domain**: multimedia
- **Tags**: video-creation, remotion, animation, video-editing, 3d-graphics
- **Page**: https://skills.yangsir.net/skill/daily-remotion-video-creation
- **Markdown**: https://skills.yangsir.net/api/skill/daily-remotion-video-creation/markdown

处理 Remotion 代码时提供领域特定的知识支持，包含 3D 图形、动画、视频渲染和组件结构的详细规则和代码示例

### browser-qa (5,000 installs)

- **Domain**: testing
- **Tags**: browser-automation, visual-testing, qa, test-automation, ui-testing
- **Page**: https://skills.yangsir.net/skill/daily-browser-qa
- **Markdown**: https://skills.yangsir.net/api/skill/daily-browser-qa/markdown

自动化浏览器视觉测试和交互验证，确保 UI 布局、表单和交互在不同页面正常工作

### skill-comply (4,900 installs)

- **Domain**: ai-code-generation-quality
- **Tags**: ai-agents, test-automation, prompt-engineering, quality-assurance, llm-orchestration
- **Page**: https://skills.yangsir.net/skill/daily-skill-comply
- **Markdown**: https://skills.yangsir.net/api/skill/daily-skill-comply/markdown

自动生成AI代理行为规范测试场景，验证代码代理是否严格遵循技能定义和规则要求

### click-path-audit (4,900 installs)

- **Domain**: testing
- **Tags**: testing, quality-assurance, test-automation, integration-testing, end-to-end-testing
- **Page**: https://skills.yangsir.net/skill/daily-click-path-audit
- **Markdown**: https://skills.yangsir.net/api/skill/daily-click-path-audit/markdown

行为流审计工具，通过分析调用序列发现静态代码检查遗漏的交互副作用、竞态条件和处理程序相互抵消等隐藏 Bug

### santa-method (4,800 installs)

- **Domain**: ai-agent-orchestration-collaboration
- **Tags**: ai-agents, multi-agent-systems, quality-assurance, prompt-engineering, code-review
- **Page**: https://skills.yangsir.net/skill/daily-santa-method
- **Markdown**: https://skills.yangsir.net/api/skill/daily-santa-method/markdown

多代理对抗验证框架，两个独立AI代理交叉审查输出，发现单个代理无法察觉的偏见和错误

### nestjs-patterns (4,800 installs)

- **Domain**: ai-software-architecture-engineering
- **Tags**: backend, typescript, nodejs
- **Page**: https://skills.yangsir.net/skill/daily-nestjs-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/daily-nestjs-patterns/markdown

提供生产级NestJS模块化架构模式，包含控制器、提供者、DTO验证、守卫和拦截器的最佳实践

### blender-motion-state-inspection (4,800 installs)

- **Domain**: game-dev
- **Tags**: blender, animation, rigging, character-inspection, 3d
- **Page**: https://skills.yangsir.net/skill/gh-blender-motion-state-inspection
- **Markdown**: https://skills.yangsir.net/api/skill/gh-blender-motion-state-inspection/markdown

此技能用于通过提取Blender场景的结构化数据（骨骼、包围盒、接触点等）并配合截图来诊断角色动画中的扭曲、错位、滑步等问题，帮助用户快速定位和修复动画错误。适用于动画师、游戏开发者进行角色动画质量检查。

### laravel-verification (4,800 installs)

- **Domain**: testing
- **Tags**: laravel, code-review, test-automation, security, quality-assurance
- **Page**: https://skills.yangsir.net/skill/daily-laravel-verification
- **Markdown**: https://skills.yangsir.net/api/skill/daily-laravel-verification/markdown

Laravel 项目验证流程，在 PR 前和部署前运行完整的代码检查、测试和安全扫描，确保代码质量

### react-performance (4,700 installs)

- **Domain**: ai-frontend-engineering
- **Tags**: react, nextjs, performance, optimization, code-review
- **Page**: https://skills.yangsir.net/skill/gh-react-performance
- **Markdown**: https://skills.yangsir.net/api/skill/gh-react-performance/markdown

此技能为React/Next.js性能优化模式集合，涵盖瀑布流消除、打包体积优化、服务端渲染、客户端数据获取、重渲染优化等8大优先级类别70+规则。适用于代码审查、重构或性能审计时，按决策树指导快速定位并修复性能瓶颈。

### benchmark (4,700 installs)

- **Domain**: ai-skill-platform-ecosystem
- **Tags**: ai-agents, agent-development, ai-platform, skill-management, automation
- **Page**: https://skills.yangsir.net/skill/daily-benchmark
- **Markdown**: https://skills.yangsir.net/api/skill/daily-benchmark/markdown

该技能提供一个全面的AI智能体操作系统，支持跨多种AI平台（如Claude Code, Gemini, GitHub Copilot等）的智能体开发和管理。它包含技能、本能、记忆优化、持续学习和安全扫描等功能，旨在构建生产就绪的AI智能体。

### healthcare-phi-compliance (4,700 installs)

- **Domain**: healthcare
- **Tags**: healthcare-compliance, data-privacy, gdpr, hipaa, legal-compliance
- **Page**: https://skills.yangsir.net/skill/daily-healthcare-phi-compliance
- **Markdown**: https://skills.yangsir.net/api/skill/daily-healthcare-phi-compliance/markdown

医疗数据隐私保护合规模式，适用于 HIPAA、DISHA、GDPR 等法规，涵盖患者数据、临床数据和财务数据的保护策略

### autonomous-agent-harness (4,600 installs)

- **Domain**: ai-agent-core-development
- **Tags**: ai-agents, automation, autonomous-agents, workflow-automation, mcp
- **Page**: https://skills.yangsir.net/skill/daily-autonomous-agent-harness
- **Markdown**: https://skills.yangsir.net/api/skill/daily-autonomous-agent-harness/markdown

仅使用原生功能和 MCP 服务器将 Claude Code 转变为持久化、自导向的 Agent 系统，支持持续运行、定时触发和自动化工作流

### laravel-plugin-discovery (4,600 installs)

- **Domain**: ai-backend-engineering
- **Tags**: laravel, package-discovery, php, backend, dependency-management
- **Page**: https://skills.yangsir.net/skill/daily-laravel-plugin-discovery
- **Markdown**: https://skills.yangsir.net/api/skill/daily-laravel-plugin-discovery/markdown

使用 LaraPlugins.io MCP 服务器发现、评估和选择健康的 Laravel 包，根据功能需求推荐最佳生态工具

### repo-scan (4,600 installs)

- **Domain**: ai-code-generation-quality
- **Tags**: code-analysis, dependency-management, legacy-code, refactoring, code-audit
- **Page**: https://skills.yangsir.net/skill/daily-repo-scan
- **Markdown**: https://skills.yangsir.net/api/skill/daily-repo-scan/markdown

跨多语言代码库分析原创代码比例、第三方依赖和死代码，为并购或重构提供结构化概览

### frontend-a11y (4,600 installs)

- **Domain**: ai-frontend-engineering
- **Tags**: accessibility, react, nextjs, forms, keyboard-navigation
- **Page**: https://skills.yangsir.net/skill/gh-frontend-a11y
- **Markdown**: https://skills.yangsir.net/api/skill/gh-frontend-a11y/markdown

此技能提供 React 和 Next.js 中常见的前端可访问性模式，帮助开发者解决表单标签缺失、ARIA 错误、非语义交互元素和键盘导航问题，提升代码质量和用户体验，适用于代码审查或组件构建场景。

### token-budget-advisor (4,600 installs)

- **Domain**: ai-llm-engineering
- **Tags**: prompt-engineering, ai-agents, workflow-automation, cost-optimization, llm-integration
- **Page**: https://skills.yangsir.net/skill/daily-token-budget-advisor
- **Markdown**: https://skills.yangsir.net/api/skill/daily-token-budget-advisor/markdown

在响应生成前拦截并询问用户期望的深度，控制 token 消耗和响应长度，优化成本和效率

### healthcare-emr-patterns (4,600 installs)

- **Domain**: healthcare
- **Tags**: emr, ehr, patient-safety, clinical-workflows, healthcare-it
- **Page**: https://skills.yangsir.net/skill/daily-healthcare-emr-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/daily-healthcare-emr-patterns/markdown

电子病历和电子健康档案系统开发模式库，优先保障患者安全、临床准确性和从业者效率，涵盖患者接诊工作流程最佳实践

### dart-flutter-patterns (4,600 installs)

- **Domain**: mobile
- **Tags**: flutter, mobiledevelopment, dart, reactnative
- **Page**: https://skills.yangsir.net/skill/daily-dart-flutter-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/daily-dart-flutter-patterns/markdown

提供 Dart/Flutter 惯用模式指导，包括状态管理、导航、空安全和异步组合，加速 Flutter 应用开发

### safety-guard (4,600 installs)

- **Domain**: security
- **Tags**: security, ai-agents, vulnerability-scanning, code-auditing
- **Page**: https://skills.yangsir.net/skill/daily-safety-guard
- **Markdown**: https://skills.yangsir.net/api/skill/daily-safety-guard/markdown

基于 ECC 框架，safety-guard 技能为 AI 智能体提供强大的安全防护。它能对智能体生成的内容、代码和交互进行实时扫描与审计，识别潜在漏洞、不安全行为及合规风险，确保 AI 任务的安全与可靠执行。

### product-lens (4,600 installs)

- **Domain**: testing
- **Tags**: laravel, code-review, test-automation, security, quality-assurance
- **Page**: https://skills.yangsir.net/skill/daily-product-lens
- **Markdown**: https://skills.yangsir.net/api/skill/daily-product-lens/markdown

Laravel 项目验证流程，在 PR 前和部署前运行完整的代码检查、测试和安全扫描，确保代码质量

### agent-payment-x402 (4,600 installs)

- **Domain**: web3
- **Tags**: payments, blockchain, ai-agents, automation, smart-contracts
- **Page**: https://skills.yangsir.net/skill/daily-agent-payment-x402
- **Markdown**: https://skills.yangsir.net/api/skill/daily-agent-payment-x402/markdown

基于 x402 协议让 AI 代理实现自主支付，支持外部服务、API 和代理间结算，无需托管资金，内置支出控制

### ck (4,500 installs)

- **Domain**: ai-agent-memory-knowledge
- **Tags**: context-management, automation, productivity, cli, devops-tools
- **Page**: https://skills.yangsir.net/skill/daily-ck
- **Markdown**: https://skills.yangsir.net/api/skill/daily-ck/markdown

管理Claude Code的上下文状态，支持保存、恢复和切换不同的对话上下文，避免长时间对话中的信息丢失

### canary-watch (4,500 installs)

- **Domain**: ai-system-observability-sre
- **Tags**: monitoring, deployment, observability, devops, automation
- **Page**: https://skills.yangsir.net/skill/daily-canary-watch
- **Markdown**: https://skills.yangsir.net/api/skill/daily-canary-watch/markdown

部署后持续监控 Web 应用健康状态，自动检测性能异常、错误率和功能退化，支持告警通知和根因分析

### dashboard-builder (4,500 installs)

- **Domain**: data-analysis
- **Tags**: data-visualization, monitoring, dashboard, data-analysis
- **Page**: https://skills.yangsir.net/skill/daily-dashboard-builder
- **Markdown**: https://skills.yangsir.net/api/skill/daily-dashboard-builder/markdown

构建可操作监控仪表板，聚焦健康状态、瓶颈定位、变更分析和行动建议，而非堆砌指标

### customer-billing-ops (4,500 installs)

- **Domain**: finance
- **Tags**: finance, automation, customer-support
- **Page**: https://skills.yangsir.net/skill/daily-customer-billing-ops
- **Markdown**: https://skills.yangsir.net/api/skill/daily-customer-billing-ops/markdown

快速诊断客户账单问题，自动分析计费历史和交易记录，生成安全修复方案和跟进消息

### healthcare-cdss-patterns (4,500 installs)

- **Domain**: healthcare
- **Tags**: cdss, clinical-decision-support, patient-safety, drug-interaction, dose-validation
- **Page**: https://skills.yangsir.net/skill/daily-healthcare-cdss-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/daily-healthcare-cdss-patterns/markdown

临床决策支持系统开发模式，集成到 EMR 工作流中，实现药物相互作用检查、剂量验证引擎等患者安全关键功能，零容忍假阴性

### healthcare-eval-harness (4,500 installs)

- **Domain**: healthcare
- **Tags**: patient-safety, deployment-verification, healthcare-testing, quality-assurance, automated-testing
- **Page**: https://skills.yangsir.net/skill/daily-healthcare-eval-harness
- **Markdown**: https://skills.yangsir.net/api/skill/daily-healthcare-eval-harness/markdown

医疗应用部署的自动化验证系统，单个关键失败即阻止部署，确保患者安全不可协商，支持 Jest 等测试框架适配

### marketing-campaign (4,500 installs)

- **Domain**: marketing
- **Tags**: marketing, campaign, copywriting, content-strategy, email-marketing
- **Page**: https://skills.yangsir.net/skill/gh-marketing-campaign
- **Markdown**: https://skills.yangsir.net/api/skill/gh-marketing-campaign/markdown

此技能用于端到端的营销活动规划与执行，从受众研究、定位、角度定义到落地页文案、邮件序列、社媒帖子、广告文案、短视频脚本和内容日历，一键生成完整的多渠道发布资产。它确保每份文案目的明确、声音统一，并通过质量门检查后再交付，显著提升转化率和一致

### ui-demo (4,500 installs)

- **Domain**: multimedia
- **Tags**: video-editing, demo-creation, playwright, screen-recording, product-demo
- **Page**: https://skills.yangsir.net/skill/daily-ui-demo
- **Markdown**: https://skills.yangsir.net/api/skill/daily-ui-demo/markdown

使用Playwright自动录制Web应用演示视频，添加光标叠加和流畅节奏，支持产品展示和教程制作

### manim-video (4,500 installs)

- **Domain**: multimedia
- **Tags**: video-editing, video-production, content-creation, automation
- **Page**: https://skills.yangsir.net/skill/daily-manim-video
- **Markdown**: https://skills.yangsir.net/api/skill/daily-manim-video/markdown

使用 Manim 自动生成数学和技术讲解动画，将抽象概念、算法流程和系统架构转化为清晰的可视化视频

### react-testing (4,500 installs)

- **Domain**: testing
- **Tags**: react-testing, unit-testing, component-testing, msw, accessibility
- **Page**: https://skills.yangsir.net/skill/gh-react-testing
- **Markdown**: https://skills.yangsir.net/api/skill/gh-react-testing/markdown

此技能帮助开发者编写 React 组件的行为驱动测试，使用 React Testing Library 进行可访问性查询、Vitest/Jest 运行测试、MSW 模拟网络请求，并集成 axe 进行无障碍断言。适用于为 React 组件、钩

### gan-style-harness (4,400 installs)

- **Domain**: ai-agent-orchestration-collaboration
- **Tags**: gan, multi-agent, adversarial-training, generative-ai, image-generation
- **Page**: https://skills.yangsir.net/skill/daily-gan-style-harness
- **Markdown**: https://skills.yangsir.net/api/skill/daily-gan-style-harness/markdown

多智能体GAN训练系统，分离生成与评估流程，实现对抗性迭代优化，适用于图像生成和风格迁移

### google-workspace-ops (4,400 installs)

- **Domain**: ai-productivity-automation
- **Tags**: google-workspace, automation, productivity, workflow-automation
- **Page**: https://skills.yangsir.net/skill/daily-google-workspace-ops
- **Markdown**: https://skills.yangsir.net/api/skill/daily-google-workspace-ops/markdown

跨Google Workspace文档、表格和幻灯片批量查找和更新，将分散的计划、追踪表和客户列表整合为可操作系统

### dotnet-patterns (4,400 installs)

- **Domain**: ai-software-architecture-engineering
- **Tags**: csharp, dotnet, design-patterns, aspnet-core, code-quality
- **Page**: https://skills.yangsir.net/skill/daily-dotnet-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/daily-dotnet-patterns/markdown

提供C#和.NET的惯用开发模式，帮助构建符合行业最佳实践的健壮应用程序

### finance-billing-ops (4,400 installs)

- **Domain**: finance
- **Tags**: finance, billing, pricing, audit, revenue-operations
- **Page**: https://skills.yangsir.net/skill/daily-finance-billing-ops
- **Markdown**: https://skills.yangsir.net/api/skill/daily-finance-billing-ops/markdown

财务账单操作，验证产品定价、退款政策、团队席位逻辑是否与官网和销售文案一致，发现计费漏洞

### openclaw-persona-forge (4,400 installs)

- **Domain**: persona
- **Tags**: persona, agent-persona, character-design, openclaw, ai-agents
- **Page**: https://skills.yangsir.net/skill/daily-openclaw-persona-forge
- **Markdown**: https://skills.yangsir.net/api/skill/daily-openclaw-persona-forge/markdown

通过引导式问答或抽卡模式快速创建完整的 OpenClaw 龙虾灵魂、角色设定、SOUL.md 或 IDENTITY.md，包含名字、边界规则、头像提示词

### lead-intelligence (4,400 installs)

- **Domain**: sales
- **Tags**: lead-generation, sales-intelligence, social-analysis, crm, b2b-sales
- **Page**: https://skills.yangsir.net/skill/daily-lead-intelligence
- **Markdown**: https://skills.yangsir.net/api/skill/daily-lead-intelligence/markdown

通过社交图谱分析自动发现和评分高价值潜在客户，识别最佳联系路径并建立触达列表

### security-bounty-hunter (4,400 installs)

- **Domain**: security
- **Tags**: security, penetration-testing, vulnerability-assessment, security-testing, automation
- **Page**: https://skills.yangsir.net/skill/daily-security-bounty-hunter
- **Markdown**: https://skills.yangsir.net/api/skill/daily-security-bounty-hunter/markdown

实战漏洞发现工具，用于负责任的漏洞披露或赏金提交，扫描可利用漏洞并生成Huntr或HackerOne报告

### knowledge-ops (4,300 installs)

- **Domain**: ai-agent-memory-knowledge
- **Tags**: knowledge-management, documentation, information-retrieval, sync, workspace-automation
- **Page**: https://skills.yangsir.net/skill/daily-knowledge-ops
- **Markdown**: https://skills.yangsir.net/api/skill/daily-knowledge-ops/markdown

管理多层知识系统，跨多个存储进行知识摄取、组织、同步和检索，支持代码仓库、GitHub、Linear 等工作空间

### api-connector-builder (4,300 installs)

- **Domain**: ai-backend-engineering
- **Tags**: backend, api-integration, api-development, typescript, automation
- **Page**: https://skills.yangsir.net/skill/daily-api-connector-builder
- **Markdown**: https://skills.yangsir.net/api/skill/daily-api-connector-builder/markdown

为代码库添加原生API集成，遵循项目的连接器布局、配置架构、认证模型和错误处理模式

### prisma-patterns (4,300 installs)

- **Domain**: ai-backend-engineering
- **Tags**: prisma, orm, database, typescript, backend
- **Page**: https://skills.yangsir.net/skill/gh-prisma-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/gh-prisma-patterns/markdown

此技能提供Prisma ORM在TypeScript后端中的生产级模式与非显而易见的陷阱，覆盖Schema设计、查询优化、事务处理、分页以及updateMany返回计数而非记录、$transaction超时、migrate dev重置数据库

### opensource-pipeline (4,300 installs)

- **Domain**: ai-ci-cd-deployment
- **Tags**: open-source, security, automation, documentation, github
- **Page**: https://skills.yangsir.net/skill/daily-opensource-pipeline
- **Markdown**: https://skills.yangsir.net/api/skill/daily-opensource-pipeline/markdown

自动化开源项目发布流程，包括密钥清理、安全验证、文档生成，确保代码安全合规

### terminal-ops (4,300 installs)

- **Domain**: ai-ci-cd-deployment
- **Tags**: devops, automation, git, ci-cd, debugging
- **Page**: https://skills.yangsir.net/skill/daily-terminal-ops
- **Markdown**: https://skills.yangsir.net/api/skill/daily-terminal-ops/markdown

真实仓库执行操作，运行命令、检查 Git 状态、调试 CI/CD、精确修复问题并报告变更和验证结果

### workspace-surface-audit (4,300 installs)

- **Domain**: ai-dev-tools-workflow
- **Tags**: automation, productivity, devops
- **Page**: https://skills.yangsir.net/skill/daily-workspace-surface-audit
- **Markdown**: https://skills.yangsir.net/api/skill/daily-workspace-surface-audit/markdown

审核工作区和机器的当前能力配置，识别需要添加或启用的工具和功能，优化开发环境

### project-flow-ops (4,300 installs)

- **Domain**: ai-project-management-collaboration
- **Tags**: project-management, workflow-automation, devops
- **Page**: https://skills.yangsir.net/skill/daily-project-flow-ops
- **Markdown**: https://skills.yangsir.net/api/skill/daily-project-flow-ops/markdown

整合GitHub Issues、PR和Linear任务，统一项目协作流程，自动分配任务并追踪进度

### github-ops (4,300 installs)

- **Domain**: ai-project-management-collaboration
- **Tags**: devops, automation, github, project-management, code-review
- **Page**: https://skills.yangsir.net/skill/daily-github-ops
- **Markdown**: https://skills.yangsir.net/api/skill/daily-github-ops/markdown

管理GitHub仓库的健康度、CI可靠性和贡献者体验，包括Issue分类、PR状态跟踪和故障排查

### agent-introspection-debugging (4,300 installs)

- **Domain**: ai-system-observability-sre
- **Tags**: ai-engineering, ai-agents, debugging, automation, prompt-engineering
- **Page**: https://skills.yangsir.net/skill/daily-agent-introspection-debugging
- **Markdown**: https://skills.yangsir.net/api/skill/daily-agent-introspection-debugging/markdown

Agent自省调试工作流，当agent反复失败、消耗token无进展或循环调用同一工具时系统化地自我诊断

### connections-optimizer (4,300 installs)

- **Domain**: sales
- **Tags**: sales, crm, social-media, networking
- **Page**: https://skills.yangsir.net/skill/daily-connections-optimizer
- **Markdown**: https://skills.yangsir.net/api/skill/daily-connections-optimizer/markdown

优化X和LinkedIn社交网络，清理无效连接、识别高价值路径并批量管理关注和互动策略

### social-graph-ranker (4,300 installs)

- **Domain**: sales
- **Tags**: crm, sales-automation, lead-generation, b2b-sales
- **Page**: https://skills.yangsir.net/skill/daily-social-graph-ranker
- **Markdown**: https://skills.yangsir.net/api/skill/daily-social-graph-ranker/markdown

分析社交图谱并按引介价值排序，识别高价值连接者和最短路径，优化人脉拓展策略

### llm-trading-agent-security (4,300 installs)

- **Domain**: security
- **Tags**: security, blockchain, trading, audit, defi
- **Page**: https://skills.yangsir.net/skill/daily-llm-trading-agent-security
- **Markdown**: https://skills.yangsir.net/api/skill/daily-llm-trading-agent-security/markdown

审计 AI 交易代理的安全威胁模型，防止注入攻击和权限滥用导致资产损失

### csharp-testing (4,300 installs)

- **Domain**: testing
- **Tags**: unit-testing, dotnet, xunit, test-automation, code-quality
- **Page**: https://skills.yangsir.net/skill/daily-csharp-testing
- **Markdown**: https://skills.yangsir.net/api/skill/daily-csharp-testing/markdown

使用xUnit和FluentAssertions的现代测试模式，为.NET应用提供全面的测试覆盖策略

### code-tour (4,200 installs)

- **Domain**: ai-dev-tools-workflow
- **Tags**: code-review, documentation, onboarding, developer-experience, code-walkthrough
- **Page**: https://skills.yangsir.net/skill/daily-code-tour
- **Markdown**: https://skills.yangsir.net/api/skill/daily-code-tour/markdown

创建 CodeTour 漫游文件，为代码库生成交互式导览，直接跳转到实际文件和行号，适合新成员入职和代码审查

### automation-audit-ops (4,200 installs)

- **Domain**: ai-productivity-automation
- **Tags**: automation, monitoring, audit, workflow-automation, observability
- **Page**: https://skills.yangsir.net/skill/daily-automation-audit-ops
- **Markdown**: https://skills.yangsir.net/api/skill/daily-automation-audit-ops/markdown

审计自动化状态，识别故障任务、重叠工作流、无用工具和实际产生价值的连接器，生成证据支持的清单

### email-ops (4,200 installs)

- **Domain**: ai-productivity-automation
- **Tags**: email, automation, productivity, communication, gmail-api
- **Page**: https://skills.yangsir.net/skill/daily-email-ops
- **Markdown**: https://skills.yangsir.net/api/skill/daily-email-ops/markdown

邮箱操作员，处理邮件分类、起草、回复、发送和送达确认，集成实际邮件客户端的完整工作流

### agent-sort (4,200 installs)

- **Domain**: ai-skill-platform-ecosystem
- **Tags**: automation, project-management, tool-selection, developer-experience, configuration
- **Page**: https://skills.yangsir.net/skill/daily-agent-sort
- **Markdown**: https://skills.yangsir.net/api/skill/daily-agent-sort/markdown

为项目智能分类 ECC 组件，基于实际代码库证据确定需要的 Skill 子集，避免全量安装的冗余

### recsys-pipeline-architect (4,200 installs)

- **Domain**: ai-software-architecture-engineering
- **Tags**: recsys, pipeline-architecture, ranking, recommendation, scaffold
- **Page**: https://skills.yangsir.net/skill/gh-recsys-pipeline-architect
- **Markdown**: https://skills.yangsir.net/api/skill/gh-recsys-pipeline-architect/markdown

此技能帮助开发者基于六阶段框架（Source→Hydrator→Filter→Scorer→Selector→SideEffect）快速设计和构建可组合的推荐、排序与Feed管道。它提供架构指导、权衡分析并生成代码脚手架，适用于社交Feed

### benchmark-optimization-loop (4,200 installs)

- **Domain**: ai-system-observability-sre
- **Tags**: performance-optimization, benchmarking, measurement, iteration
- **Page**: https://skills.yangsir.net/skill/gh-benchmark-optimization-loop
- **Markdown**: https://skills.yangsir.net/api/skill/gh-benchmark-optimization-loop/markdown

当需要提升系统速度或运行效率时，此技能提供结构化优化循环。它帮助用户建立基线、生成变体、测量结果并选择最佳方案，确保每次优化都基于实证而非猜测。适用于性能调优、延迟降低、成本控制等场景。

### latency-critical-systems (4,200 installs)

- **Domain**: ai-system-observability-sre
- **Tags**: latency, performance, observability, realtime, caching
- **Page**: https://skills.yangsir.net/skill/gh-latency-critical-systems
- **Markdown**: https://skills.yangsir.net/api/skill/gh-latency-critical-systems/markdown

此技能用于分析和优化延迟敏感系统的性能，涵盖热路径映射、指标拆分、缓存策略、背压控制等。它帮助工程师系统性地降低p95延迟、提升吞吐量，并确保实时数据新鲜度。

### parallel-execution-optimizer (4,200 installs)

- **Domain**: automation
- **Tags**: parallel-execution, workflow-optimization, batch-processing, task-orchestration, verification
- **Page**: https://skills.yangsir.net/skill/gh-parallel-execution-optimizer
- **Markdown**: https://skills.yangsir.net/api/skill/gh-parallel-execution-optimizer/markdown

此技能通过将任务拆分为独立通道并并行执行，帮助开发者大幅加速仓库巡检、构建测试、部署验证等流程。适用于需要同时处理多项互不依赖操作的场景，避免串行等待，同时通过隔离写入和验证确保正确性。

### uncloud (4,200 installs)

- **Domain**: cloud-infra
- **Tags**: cloud-infra, devops, docker, clusters, self-hosting
- **Page**: https://skills.yangsir.net/skill/gh-uncloud
- **Markdown**: https://skills.yangsir.net/api/skill/gh-uncloud/markdown

用于管理 Uncloud 集群的命令行工具，支持部署服务、配置 Caddy 入口、添加静态代理路由、发布端口、扩缩容、查看日志以及管理机器和卷。帮助开发者和运维人员高效管理去中心化自托管集群。

### research-ops (4,200 installs)

- **Domain**: data-ai
- **Tags**: research, information-retrieval, monitoring, competitive-intelligence, due-diligence
- **Page**: https://skills.yangsir.net/skill/daily-research-ops
- **Markdown**: https://skills.yangsir.net/api/skill/daily-research-ops/markdown

研究操作员，用于当前事件研究、选项比较、人员公司信息充实，或将重复查询转化为监控工作流

### hipaa-compliance (4,200 installs)

- **Domain**: healthcare
- **Tags**: hipaa, compliance, healthcare, data-privacy, regulatory-compliance
- **Page**: https://skills.yangsir.net/skill/daily-hipaa-compliance
- **Markdown**: https://skills.yangsir.net/api/skill/daily-hipaa-compliance/markdown

HIPAA 合规入口，用于美国医疗合规任务，依赖 healthcare-phi-compliance 实现 PHI/PII 处理、数据分类和审计日志

### messages-ops (4,200 installs)

- **Domain**: lifestyle
- **Tags**: messaging, automation, productivity, communication, notifications
- **Page**: https://skills.yangsir.net/skill/daily-messages-ops
- **Markdown**: https://skills.yangsir.net/api/skill/daily-messages-ops/markdown

实时消息检索操作员，获取 iMessage、私信、验证码和历史消息，支持跟进前的上下文检查

### product-capability (4,200 installs)

- **Domain**: product
- **Tags**: product-management, requirements-engineering, technical-specifications, product-strategy
- **Page**: https://skills.yangsir.net/skill/daily-product-capability
- **Markdown**: https://skills.yangsir.net/api/skill/daily-product-capability/markdown

将产品需求自动转化为明确的工程约束清单，从模糊的产品意图生成可执行的技术规格，减少需求理解偏差

### recursive-decision-ledger (4,100 installs)

- **Domain**: ai-agent-orchestration-collaboration
- **Tags**: decision-ledger, recursive-prompts, rollout-management, coherence-check, evidence-trail
- **Page**: https://skills.yangsir.net/skill/gh-recursive-decision-ledger
- **Markdown**: https://skills.yangsir.net/api/skill/gh-recursive-decision-ledger/markdown

此技能用于管理递归决策过程，通过记录回滚、一致性标记和晋升规则，帮助AI Agent进行反复推理和证据追踪。适用于高维搜索、随机优化、局部最优探索等需要多轮决策评估的场景。

### hookify-rules (4,100 installs)

- **Domain**: ai-productivity-automation
- **Tags**: automation, hooks, workflow-automation, configuration, productivity-tools
- **Page**: https://skills.yangsir.net/skill/daily-hookify-rules
- **Markdown**: https://skills.yangsir.net/api/skill/daily-hookify-rules/markdown

快速创建 Hookify 规则文件，定义代码模式监控和自动化响应，无需手动编写 YAML 配置

### ecc-tools-cost-audit (4,100 installs)

- **Domain**: ai-system-observability-sre
- **Tags**: security, cost-optimization, monitoring, audit, github-apps
- **Page**: https://skills.yangsir.net/skill/daily-ecc-tools-cost-audit
- **Markdown**: https://skills.yangsir.net/api/skill/daily-ecc-tools-cost-audit/markdown

自动检测 ECC Tools GitHub App 的异常使用模式，防止成本失控和权限滥用，识别超出限制的请求

### unified-notifications-ops (4,100 installs)

- **Domain**: ai-system-observability-sre
- **Tags**: monitoring, incident-management, alerting, devops, automation
- **Page**: https://skills.yangsir.net/skill/daily-unified-notifications-ops
- **Markdown**: https://skills.yangsir.net/api/skill/daily-unified-notifications-ops/markdown

整合分散的通知渠道到统一运维平台，提供清晰的事件分级和响应流程

### prediction-market-oracle-research (4,100 installs)

- **Domain**: data-ai
- **Tags**: prediction-markets, oracle-signals, decision-intelligence, market-analysis, signal-evaluation
- **Page**: https://skills.yangsir.net/skill/gh-prediction-market-oracle-research
- **Markdown**: https://skills.yangsir.net/api/skill/gh-prediction-market-oracle-research/markdown

此技能用于研究预测市场作为数据源或预言机信号，服务于产品、代理、仪表盘和企业决策情报。它能够自动查找相关市场、记录隐含概率、评估信号质量（如流动性、价差），并输出整合建议，帮助用户在不依赖投资建议的情况下做出信息驱动的决策。

### data-throughput-accelerator (4,100 installs)

- **Domain**: data-analysis
- **Tags**: etl, data-ingestion, data-pipeline, throughput, big-data
- **Page**: https://skills.yangsir.net/skill/gh-data-throughput-accelerator
- **Markdown**: https://skills.yangsir.net/api/skill/gh-data-throughput-accelerator/markdown

此技能用于加速大规模数据摄取、回填、导出、ETL、仓库加载等场景，通过智能分区、批量处理和检查点跳过，在保证数据正确性的前提下显著提升吞吐量。

### prediction-market-risk-review (4,100 installs)

- **Domain**: legal
- **Tags**: risk-review, compliance, prediction-market, security, privacy
- **Page**: https://skills.yangsir.net/skill/gh-prediction-market-risk-review
- **Markdown**: https://skills.yangsir.net/api/skill/gh-prediction-market-risk-review/markdown

该技能用于在预测市场、篮子、预言机及交易代理工作流执行前，自动审查合规性、安全性、数据质量、隐私及执行风险，确保不触碰用户金融上下文、场所认证、投资组合数据等敏感信息。价值：避免违规和损失，提供安全下一步建议。

### nodejs-keccak256 (4,100 installs)

- **Domain**: web3
- **Tags**: ethereum, cryptography, hash, blockchain, smart-contracts
- **Page**: https://skills.yangsir.net/skill/daily-nodejs-keccak256
- **Markdown**: https://skills.yangsir.net/api/skill/daily-nodejs-keccak256/markdown

在 Node.js 中计算以太坊 Keccak-256 哈希，用于函数选择器、事件主题、EIP-712 签名和默克尔树验证

### defi-amm-security (4,100 installs)

- **Domain**: web3
- **Tags**: defi, smart-contracts, security, solidity, audit
- **Page**: https://skills.yangsir.net/skill/daily-defi-amm-security
- **Markdown**: https://skills.yangsir.net/api/skill/daily-defi-amm-security/markdown

Solidity AMM 合约安全审计，涵盖 LP 金库、交换函数的漏洞模式和加固实现，防止滑点操纵和重入攻击

### evm-token-decimals (4,100 installs)

- **Domain**: web3
- **Tags**: ethereum, blockchain, smart-contracts, precision, solidity
- **Page**: https://skills.yangsir.net/skill/daily-evm-token-decimals
- **Markdown**: https://skills.yangsir.net/api/skill/daily-evm-token-decimals/markdown

精确处理 EVM 链上代币的小数位转换，避免余额计算和价格显示出现数量级错误

### gateguard (3,800 installs)

- **Domain**: ai-agent-core-development
- **Tags**: ai-agent, code-quality, security, devops, automation
- **Page**: https://skills.yangsir.net/skill/gh-gateguard
- **Markdown**: https://skills.yangsir.net/api/skill/gh-gateguard/markdown

GateGuard 是一个事实强制预操作门，它阻止 AI 代理在编辑、写入或执行 Bash 命令前进行猜测。它强制代理在执行操作前调查相关事实（如导入文件、数据模式、用户指令），从而显著提高输出质量。通过三阶段门控（拒绝、强制调查、允许重试

### everything-claude-code (3,400 installs)

- **Domain**: ai-software-architecture-engineering
- **Tags**: code-conventions, javascript, software-architecture, code-quality, development-workflow
- **Page**: https://skills.yangsir.net/skill/gh-everything-claude-code
- **Markdown**: https://skills.yangsir.net/api/skill/gh-everything-claude-code/markdown

这个技能教会 Claude `everything-claude-code` 项目的开发模式和规范，包括提交约定、架构、代码风格、测试和错误处理。它能确保 AI 在该项目中生成或修改代码时，严格遵循既定的工程实践和质量标准，从而提高代码一致

### hermes-imports (3,000 installs)

- **Domain**: ai-skill-platform-ecosystem
- **Tags**: workflow-sanitization, skill-publishing, data-privacy, ecosystem-tools, hermes-ecc
- **Page**: https://skills.yangsir.net/skill/gh-hermes-imports
- **Markdown**: https://skills.yangsir.net/api/skill/gh-hermes-imports/markdown

将本地 Hermes 操作员工作流转换为经过净化的 ECC 技能和发布包。确保在公开重用 Hermes 工作流时，不泄露私有工作区状态、凭据或本地路径，实现安全发布和标准化。

### fastapi-patterns (2,500 installs)

- **Domain**: ai-backend-engineering
- **Tags**: fastapi, api-development, backend-patterns, python, architecture
- **Page**: https://skills.yangsir.net/skill/gh-fastapi-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/gh-fastapi-patterns/markdown

此技能提供了一套生产级的 FastAPI 开发模式，涵盖异步 API、依赖注入、Pydantic 模型、OpenAPI 文档、测试和安全等最佳实践。它能帮助开发者构建结构清晰、易于维护且高性能的后端服务，确保项目具备生产就绪性。

### windows-desktop-e2e (2,500 installs)

- **Domain**: testing
- **Tags**: e2e-testing, windows, desktop-automation, pywinauto, qa
- **Page**: https://skills.yangsir.net/skill/gh-windows-desktop-e2e
- **Markdown**: https://skills.yangsir.net/api/skill/gh-windows-desktop-e2e/markdown

此技能利用 pywinauto 和 Windows UI Automation，为 WPF、WinForms、Win32/MFC 和 Qt 等 Windows 原生桌面应用程序提供端到端测试解决方案。它帮助开发者从零开始设置测试套件，诊断不

### agent-architecture-audit (2,400 installs)

- **Domain**: ai-agent-core-development
- **Tags**: agent-audit, llm-diagnosis, architecture-analysis, agent-debugging, quality-assurance
- **Page**: https://skills.yangsir.net/skill/gh-agent-architecture-audit
- **Markdown**: https://skills.yangsir.net/api/skill/gh-agent-architecture-audit/markdown

为AI智能体和LLM应用提供全栈诊断。审计12层智能体堆栈中的问题，生成按重要性排序的发现和修复方案

### redis-patterns (2,400 installs)

- **Domain**: ai-backend-engineering
- **Tags**: redis, caching, rate-limiting, distributed-locks, backend
- **Page**: https://skills.yangsir.net/skill/gh-redis-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/gh-redis-patterns/markdown

此技能提供Redis数据结构模式、缓存策略、分布式锁、限流、Pub/Sub及连接管理等最佳实践。它能帮助开发者构建高性能、可扩展的后端应用，有效解决数据存储、并发控制和消息传递等复杂问题。

### mysql-patterns (2,400 installs)

- **Domain**: ai-data-management-analysis
- **Tags**: mysql, database-design, sql-optimization, best-practices, data-management
- **Page**: https://skills.yangsir.net/skill/gh-mysql-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/gh-mysql-patterns/markdown

此技能提供 MySQL 数据库的常见模式、最佳实践和解决方案，旨在帮助开发者优化数据库设计、提升查询性能并解决常见问题。通过应用这些经过验证的模式，该 Skill 能有效指导 AI Agent 进行高效的数据管理与分析，确保数据操作的规范性

### vite-patterns (2,400 installs)

- **Domain**: ai-frontend-engineering
- **Tags**: vite, frontend-development, build-tools, configuration, optimization
- **Page**: https://skills.yangsir.net/skill/gh-vite-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/gh-vite-patterns/markdown

此技能提供 Vite 构建工具的配置模式，涵盖插件、HMR、环境变量、代理设置、SSR、库模式及构建优化。它能帮助开发者高效配置 `vite.config.ts`、管理 Vite 插件或优化基于 Vite 的项目，显著提升前端开发效率和项目

### ui-to-vue (2,400 installs)

- **Domain**: ai-frontend-engineering
- **Tags**: vue, ui-to-code, frontend-development, code-generation, design-automation
- **Page**: https://skills.yangsir.net/skill/gh-ui-to-vue
- **Markdown**: https://skills.yangsir.net/api/skill/gh-ui-to-vue/markdown

此技能能将UI设计稿或截图批量转换为高质量的Vue 3 Composition API组件代码，并支持Vant、Element Plus、Ant Design Vue等主流UI库。它通过智能识别设计元素、自动分组页面、提取可复用组件，帮助开

### netmiko-ssh-automation (2,400 installs)

- **Domain**: automation
- **Tags**: netmiko, ssh, network-automation, python, devops
- **Page**: https://skills.yangsir.net/skill/gh-netmiko-ssh-automation
- **Markdown**: https://skills.yangsir.net/api/skill/gh-netmiko-ssh-automation/markdown

此技能利用 Netmiko 库实现网络设备的 SSH 自动化操作，能够高效执行配置更改、状态查询和数据采集等任务。它极大地简化了网络管理工作，减少了手动操作的错误率，并提升了运维效率，确保网络配置的一致性和稳定性。

### homelab-network-setup (2,400 installs)

- **Domain**: cloud-infra
- **Tags**: homelab, network-design, vlan, ip-management, infrastructure
- **Page**: https://skills.yangsir.net/skill/gh-homelab-network-setup
- **Markdown**: https://skills.yangsir.net/api/skill/gh-homelab-network-setup/markdown

此技能旨在帮助用户设计和设置家庭或小型实验室网络，涵盖网关、交换机、接入点选择、IP 地址规划、DHCP 和 DNS 配置，以及为未来的 VLAN、NAS 和 VPN 访问做好准备。它通过提供结构化的方法，避免常见的网络冲突和不稳定性，确保

### network-interface-health (2,400 installs)

- **Domain**: cloud-infra
- **Tags**: network, troubleshooting, diagnostics, infrastructure, monitoring
- **Page**: https://skills.yangsir.net/skill/gh-network-interface-health
- **Markdown**: https://skills.yangsir.net/api/skill/gh-network-interface-health/markdown

此技能用于诊断路由器、交换机和 Linux 主机上的网络接口健康问题，包括错误、丢包、CRC、双工不匹配、抖动和速度协商问题。通过分析接口计数器和趋势，帮助用户快速定位网络故障，提升网络稳定性与性能。

### frontend-design-direction (2,400 installs)

- **Domain**: design
- **Tags**: ui-design, ux-design, design-systems, frontend, visual-hierarchy
- **Page**: https://skills.yangsir.net/skill/gh-frontend-design-direction
- **Markdown**: https://skills.yangsir.net/api/skill/gh-frontend-design-direction/markdown

此技能旨在提供前端设计方向，确保用户界面不仅功能完善，而且具有目的性、精致且符合产品领域。它涵盖视觉层次、排版、色彩、动效、布局和交互选择，帮助开发者创建更具吸引力和一致性的用户体验，避免通用或模板化的设计，提升产品整体美感和用户满意度。

### motion-ui (2,400 installs)

- **Domain**: design
- **Tags**: ui-animation, motion-design, frontend, design-systems
- **Page**: https://skills.yangsir.net/skill/gh-motion-ui
- **Markdown**: https://skills.yangsir.net/api/skill/gh-motion-ui/markdown

此技能提供一套预设的UI动效组件和工具，帮助开发者快速为界面添加流畅、吸引人的动画效果。它能显著提升用户体验，减少手动编写复杂CSS或JavaScript动画的时间，使产品界面更具活力和专业性。

### ios-icon-gen (2,400 installs)

- **Domain**: mobile
- **Tags**: ios, icons, xcode, asset-catalog, mobile-development
- **Page**: https://skills.yangsir.net/skill/gh-ios-icon-gen
- **Markdown**: https://skills.yangsir.net/api/skill/gh-ios-icon-gen/markdown

此技能可从 SF Symbols 或 Iconify API 生成适用于 Xcode 资源目录的 iOS 应用图标 PNG 图像集。它简化了 iOS/macOS 项目的图标创建流程，确保图标样式一致性，并能快速搜索和替换占位符图标，大幅提升

### production-audit (2,400 installs)

- **Domain**: security
- **Tags**: production-audit, security, compliance, code-review, vulnerability-assessment
- **Page**: https://skills.yangsir.net/skill/gh-production-audit
- **Markdown**: https://skills.yangsir.net/api/skill/gh-production-audit/markdown

此技能用于对生产环境中的代码、配置和操作流程进行全面审计，识别潜在的安全漏洞、性能瓶颈和不合规项，确保系统稳定、安全运行并符合最佳实践。

### motion-advanced (2,300 installs)

- **Domain**: ai-agent-core-development
- **Tags**: ai-agent-development, behavior-control, task-automation, advanced-ai, agent-capabilities
- **Page**: https://skills.yangsir.net/skill/gh-motion-advanced
- **Markdown**: https://skills.yangsir.net/api/skill/gh-motion-advanced/markdown

此技能为AI智能体提供高级动作控制与行为管理能力，使其能更精准地执行复杂任务，优化决策流程。它帮助开发者构建更智能、响应更迅速的AI应用，提升自动化水平和用户体验。

### plan-orchestrate (2,300 installs)

- **Domain**: ai-agent-orchestration-collaboration
- **Tags**: agent-orchestration, task-planning, workflow-automation, multi-agent, ai-engineering
- **Page**: https://skills.yangsir.net/skill/gh-plan-orchestrate
- **Markdown**: https://skills.yangsir.net/api/skill/gh-plan-orchestrate/markdown

plan-orchestrate 技能专注于 AI 智能体的任务规划、编排与协作，能够将复杂目标分解为可执行的子任务，并协调多个智能体高效完成。此技能通过自动化任务调度和工作流管理，显著提升 AI 驱动项目的执行效率和资源利用率，确保复杂流

### agentic-os (2,300 installs)

- **Domain**: ai-agent-orchestration-collaboration
- **Tags**: multi-agent, agent-orchestration, workflow-automation, claude-code, persistent-memory
- **Page**: https://skills.yangsir.net/skill/gh-agentic-os
- **Markdown**: https://skills.yangsir.net/api/skill/gh-agentic-os/markdown

此技能在 Claude Code 上构建一个持久化的多智能体操作系统，通过内核架构、专业智能体、斜杠命令和文件内存，实现智能体任务的路由、调度和状态管理。它将 Claude Code 转化为一个可持久化、自动化的运行环境，无需外部数据库即可

### quarkus-verification (2,300 installs)

- **Domain**: ai-ci-cd-deployment
- **Tags**: quarkus, ci-cd, testing, security-scan, devops
- **Page**: https://skills.yangsir.net/skill/gh-quarkus-verification
- **Markdown**: https://skills.yangsir.net/api/skill/gh-quarkus-verification/markdown

此技能为 Quarkus 项目提供全面的自动化验证流程，涵盖构建、静态分析、测试、安全扫描和原生编译。它确保代码质量和安全性，显著减少手动错误，加速发布周期，提升开发效率和软件可靠性。

### error-handling (2,300 installs)

- **Domain**: ai-code-generation-quality
- **Tags**: error-handling, code-quality, resilience, design-patterns, exception-management
- **Page**: https://skills.yangsir.net/skill/gh-error-handling
- **Markdown**: https://skills.yangsir.net/api/skill/gh-error-handling/markdown

此技能提供跨 TypeScript、Python、Go 的健壮错误处理模式，涵盖类型化错误、错误边界、重试机制、熔断器和面向用户的错误消息。它帮助开发者构建更可靠、可维护的应用程序，有效管理运行时异常，提升用户体验和系统稳定性。

### flox-environments (2,300 installs)

- **Domain**: ai-dev-tools-workflow
- **Tags**: reproducible-environments, nix, development-tools, cross-platform, ai-agents
- **Page**: https://skills.yangsir.net/skill/gh-flox-environments
- **Markdown**: https://skills.yangsir.net/api/skill/gh-flox-environments/markdown

此技能利用基于Nix的声明式环境管理器Flox，创建可重现的跨平台开发环境。它帮助开发者轻松管理系统级依赖和语言工具链，确保团队成员在macOS和Linux上获得一致的开发环境，解决“我的机器上能跑”的问题，并支持AI智能体安全地安装工具。

### mle-workflow (2,300 installs)

- **Domain**: ai-dev-tools-workflow
- **Tags**: ml-engineering, workflow, mlops, deployment, monitoring
- **Page**: https://skills.yangsir.net/skill/gh-mle-workflow
- **Markdown**: https://skills.yangsir.net/api/skill/gh-mle-workflow/markdown

此技能提供一套全面的生产级机器学习工程工作流，指导用户建立清晰的数据契约、确保模型训练可复现性、进行稳健评估、实现无缝部署、持续监控及高效回滚策略。它对于希望构建、审查或强化超越一次性笔记本的复杂机器学习系统的工程师和数据科学家至关重要。该

### skill-stocktake (2,300 installs)

- **Domain**: ai-skill-platform-ecosystem
- **Tags**: skill-management, quality-assurance, ai-agent, audit, evaluation
- **Page**: https://skills.yangsir.net/skill/gh-skill-stocktake
- **Markdown**: https://skills.yangsir.net/api/skill/gh-skill-stocktake/markdown

此技能是一个用于审计 Claude 技能和命令质量的工具。它支持对已更改技能进行快速扫描，以及通过顺序子代理批量评估进行全面盘点，确保技能库的健康与高效。

### ecc-guide (2,300 installs)

- **Domain**: ai-skill-platform-ecosystem
- **Tags**: ai-agent-development, skill-management, developer-tools, onboarding, documentation
- **Page**: https://skills.yangsir.net/skill/gh-ecc-guide
- **Markdown**: https://skills.yangsir.net/api/skill/gh-ecc-guide/markdown

此技能旨在引导用户全面理解 Everything Claude Code (ECC) 的代理、技能、命令、钩子、规则、安装流程及项目集成。它通过提供清晰的导航和问题解答，帮助开发者快速熟悉 ECC 仓库结构，高效查找所需组件，并理解各部分之

### tinystruct-patterns (2,300 installs)

- **Domain**: ai-software-architecture-engineering
- **Tags**: java, framework, design-patterns, microservices, backend-development
- **Page**: https://skills.yangsir.net/skill/gh-tinystruct-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/gh-tinystruct-patterns/markdown

此技能提供 tinystruct Java 框架的开发模式和最佳实践，涵盖路由、上下文管理、JSON 处理、CLI/HTTP 双模式等。它帮助开发者高效构建可维护的应用模块和微服务，确保代码结构清晰、符合规范，并避免常见反模式，从而提升开发

### quarkus-patterns (2,300 installs)

- **Domain**: ai-software-architecture-engineering
- **Tags**: quarkus, backend, architecture, event-driven, api-design
- **Page**: https://skills.yangsir.net/skill/gh-quarkus-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/gh-quarkus-patterns/markdown

此技能提供 Quarkus 3.x 云原生与事件驱动服务架构模式，涵盖 REST API 设计、数据访问、日志管理及异步处理。它能帮助开发者构建高效、可扩展且易于维护的后端应用，提升开发效率与系统稳定性。

### django-celery (2,300 installs)

- **Domain**: automation
- **Tags**: django, celery, asynchronous, task-queue, automation
- **Page**: https://skills.yangsir.net/skill/gh-django-celery
- **Markdown**: https://skills.yangsir.net/api/skill/gh-django-celery/markdown

此技能利用 Django 和 Celery 实现异步任务处理，包括任务队列、工作进程管理、错误处理和任务调度。它能将耗时操作（如邮件发送、数据处理）转移到后台执行，显著提升应用响应速度和用户体验，并支持复杂的业务流程自动化。

### network-config-validation (2,300 installs)

- **Domain**: cloud-infra
- **Tags**: network-configuration, validation, infrastructure, automation
- **Page**: https://skills.yangsir.net/skill/gh-network-config-validation
- **Markdown**: https://skills.yangsir.net/api/skill/gh-network-config-validation/markdown

此技能用于自动化网络配置的验证，确保网络设置的正确性、一致性和合规性。它能帮助团队在部署前发现潜在的网络问题，减少因配置错误导致的系统中断和安全风险，从而提升网络运维的效率和稳定性。

### network-bgp-diagnostics (2,300 installs)

- **Domain**: cloud-infra
- **Tags**: networking, bgp, diagnostics, troubleshooting, network-management
- **Page**: https://skills.yangsir.net/skill/gh-network-bgp-diagnostics
- **Markdown**: https://skills.yangsir.net/api/skill/gh-network-bgp-diagnostics/markdown

此技能用于诊断和解决BGP（边界网关协议）相关的网络问题。它可以帮助网络工程师快速定位路由故障、分析BGP会话状态，从而确保网络连接的稳定性和可靠性，显著减少故障排查时间，提升网络运维效率。

### homelab-network-readiness (2,300 installs)

- **Domain**: cloud-infra
- **Tags**: homelab, network-management, vlan, firewall, dns
- **Page**: https://skills.yangsir.net/skill/gh-homelab-network-readiness
- **Markdown**: https://skills.yangsir.net/api/skill/gh-homelab-network-readiness/markdown

此技能旨在帮助用户规划和审查家庭或小型实验室网络变更，涵盖 VLAN、DNS 解析器、防火墙规则和远程 VPN 访问。它通过提供结构化的清单和安全规则，确保网络配置的稳定性、安全性和性能，避免因手动操作导致的潜在风险和中断。

### cisco-ios-patterns (2,300 installs)

- **Domain**: cloud-infra
- **Tags**: cisco, ios, network-configuration, troubleshooting, network-security
- **Page**: https://skills.yangsir.net/skill/gh-cisco-ios-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/gh-cisco-ios-patterns/markdown

此技能提供Cisco IOS和IOS-XE配置审查模式，涵盖`show`命令、配置层级、通配符掩码、ACL部署、接口卫生以及安全变更窗口验证。它帮助用户在进行网络设备变更前，系统性地检查和验证配置，确保操作的准确性和安全性，从而避免潜在的网

### homelab-wireguard-vpn (2,300 installs)

- **Domain**: cloud-infra
- **Tags**: wireguard, vpn, homelab, network, security
- **Page**: https://skills.yangsir.net/skill/gh-homelab-wireguard-vpn
- **Markdown**: https://skills.yangsir.net/api/skill/gh-homelab-wireguard-vpn/markdown

此技能提供详细的 WireGuard VPN 设置指南，涵盖服务器（如 Raspberry Pi、Linux 主机）和客户端配置、密钥管理、远程访问以及分流/全流隧道模式。它使用户能够安全、快速地远程访问家庭网络资源，简化了传统 VPN 的

### motion-foundations (2,300 installs)

- **Domain**: multimedia
- **Tags**: motion-generation, animation, video-analysis, generative-ai, multimedia
- **Page**: https://skills.yangsir.net/skill/gh-motion-foundations
- **Markdown**: https://skills.yangsir.net/api/skill/gh-motion-foundations/markdown

此技能提供运动生成与分析的基础能力，帮助用户理解并应用核心运动原理。它能自动化创建流畅的动画序列或高效解析视频中的运动模式，极大提升多媒体内容创作与分析的效率和质量。

### motion-patterns (2,300 installs)

- **Domain**: multimedia
- **Tags**: animation, motion-graphics, video-editing, content-creation
- **Page**: https://skills.yangsir.net/skill/gh-motion-patterns
- **Markdown**: https://skills.yangsir.net/api/skill/gh-motion-patterns/markdown

此技能能够帮助用户定义、生成并分析各种视觉运动模式，适用于动画、视频特效或用户界面过渡。它简化了动态视觉元素的创建过程，确保多媒体项目或交互式设计中的一致性和效率。开发者和设计师无需手动关键帧即可快速应用复杂的运动行为，从而提升用户体验和内

### quarkus-security (2,300 installs)

- **Domain**: security
- **Tags**: quarkus, security, authentication, authorization, input-validation
- **Page**: https://skills.yangsir.net/skill/gh-quarkus-security
- **Markdown**: https://skills.yangsir.net/api/skill/gh-quarkus-security/markdown

此技能为 Quarkus 应用提供安全最佳实践，涵盖认证（JWT、OIDC）、授权（RBAC）、输入验证、秘密管理和依赖安全。它帮助开发者构建健壮且安全的 Quarkus 服务，降低安全风险并确保合规性。

### fsharp-testing (2,300 installs)

- **Domain**: testing
- **Tags**: fsharp, testing, unit-testing, property-testing, functional-programming
- **Page**: https://skills.yangsir.net/skill/gh-fsharp-testing
- **Markdown**: https://skills.yangsir.net/api/skill/gh-fsharp-testing/markdown

此技能提供 F# 应用程序的全面测试模式，涵盖单元测试、属性测试、异步测试和依赖模拟。它利用 xUnit、FsUnit、Unquote 和 FsCheck 等工具，帮助开发者构建健壮、可维护的测试套件，确保代码质量和可靠性，尤其适用于函数式

### quarkus-tdd (2,300 installs)

- **Domain**: testing
- **Tags**: tdd, quarkus, junit, test-automation, code-coverage
- **Page**: https://skills.yangsir.net/skill/gh-quarkus-tdd
- **Markdown**: https://skills.yangsir.net/api/skill/gh-quarkus-tdd/markdown

此技能提供 Quarkus 3.x LTS 应用的测试驱动开发 (TDD) 指南，涵盖 JUnit 5、Mockito、REST Assured 和 Apache Camel 测试。它通过强制执行高代码覆盖率，确保在添加新功能、修复错误或重

### skill-scout (2,200 installs)

- **Domain**: ai-skill-platform-ecosystem
- **Tags**: skill-discovery, skill-management, ai-agent-development, search, workflow-optimization
- **Page**: https://skills.yangsir.net/skill/gh-skill-scout
- **Markdown**: https://skills.yangsir.net/api/skill/gh-skill-scout/markdown

此技能用于在创建新技能前，搜索本地、市场、GitHub和Web上的现有技能，以避免重复开发并有效评估外部资源。它能帮助用户在构建、分叉或搜索技能时做出明智决策，从而提升技能生态系统的效率和规范性。

### homelab-pihole-dns (2,200 installs)

- **Domain**: cloud-infra
- **Tags**: pihole, dns, ad-blocking, homelab, network-security
- **Page**: https://skills.yangsir.net/skill/gh-homelab-pihole-dns
- **Markdown**: https://skills.yangsir.net/api/skill/gh-homelab-pihole-dns/markdown

此技能提供在家庭网络中部署和配置 Pi-hole DNS 的详细指南。它能有效阻止广告和恶意域名，增强网络隐私和安全性，并支持自定义域名解析，为用户提供一个更干净、更安全的上网环境。

### cost-tracking (2,200 installs)

- **Domain**: finance
- **Tags**: cost-tracking, budget-management, usage-analysis, sqlite, financial-reporting
- **Page**: https://skills.yangsir.net/skill/gh-cost-tracking
- **Markdown**: https://skills.yangsir.net/api/skill/gh-cost-tracking/markdown

此技能用于分析和报告Claude Code的令牌使用量、支出和预算，数据来源于本地SQLite成本追踪数据库。它能帮助用户了解成本构成，追踪项目、工具、会话或日期维度的支出，并识别使用趋势，从而有效管理和优化AI资源成本。

### homelab-vlan-segmentation (2,200 installs)

- **Domain**: security
- **Tags**: vlan, homelab, network-security, segmentation, firewall
- **Page**: https://skills.yangsir.net/skill/gh-homelab-vlan-segmentation
- **Markdown**: https://skills.yangsir.net/api/skill/gh-homelab-vlan-segmentation/markdown

此技能提供家庭网络VLAN分段的详细指南，帮助用户隔离IoT设备、访客网络和主PC，实现网络隔离、访问控制和流量管理。通过将网络划分为独立的VLAN，显著提升家庭网络安全性，防止潜在威胁扩散，保护敏感数据。

### project-guidelines-example (1,700 installs)

- **Domain**: product
- **Tags**: project-documentation, coding-standards, development-workflow, team-collaboration, quality-assurance
- **Page**: https://skills.yangsir.net/skill/ssh2-project-guidelines-example
- **Markdown**: https://skills.yangsir.net/api/skill/ssh2-project-guidelines-example/markdown

提供基于真实项目指南和需求的示例项目特定技能模板，帮助用户理解和应用。

### ito-market-intelligence (1,500 installs)

- **Domain**: investment
- **Tags**: prediction-markets, market-intelligence, event-discovery, ito, research
- **Page**: https://skills.yangsir.net/skill/gh-ito-market-intelligence
- **Markdown**: https://skills.yangsir.net/api/skill/gh-ito-market-intelligence/markdown

此技能提供预测市场情报，包括事件发现、场所比较、流动性分析和新闻背景，为Itô篮子工作流生成只读市场简报。帮助用户快速整合多源数据，减少手动研究时间，获取结构化决策信息。

### ito-trade-planner (1,500 installs)

- **Domain**: investment
- **Tags**: trading, prediction-markets, planning, checklist, risk-review
- **Page**: https://skills.yangsir.net/skill/gh-ito-trade-planner
- **Markdown**: https://skills.yangsir.net/api/skill/gh-ito-trade-planner/markdown

此技能用于为预测市场交易创建非建议性的手动规划工作表。它帮助用户检查交易场所、标的物、约束条件和执行步骤，生成可手动审查的参数清单，不提供投资建议或执行交易，适合制定交易计划前的结构化调研。

### ito-data-atlas-agent (1,500 installs)

- **Domain**: investment
- **Tags**: prediction-market, data-atlas, research, workflow, risk-review
- **Page**: https://skills.yangsir.net/skill/gh-ito-data-atlas-agent
- **Markdown**: https://skills.yangsir.net/api/skill/gh-ito-data-atlas-agent/markdown

设计基于Itô数据的数据图谱代理，自动收集市场数据、构建预测市场篮子、草拟参数变更并交付人工审核。适用于预测市场研究、架构规划与工作流设计，不执行实时交易。

### ito-basket-compare (1,500 installs)

- **Domain**: investment
- **Tags**: comparison, prediction-market, portfolio-analysis, gap-analysis, itô
- **Page**: https://skills.yangsir.net/skill/gh-ito-basket-compare
- **Markdown**: https://skills.yangsir.net/api/skill/gh-ito-basket-compare/markdown

此技能用于对比Itô预测市场篮子与用户的知识库、投资组合笔记、财务状况或研究主题，进行只读式的缺口分析和假设检验，帮助用户发现匹配、冲突和缺失信息，而不提供投资建议。

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*Source: https://skills.yangsir.net/authors/affaan-m*
*Markdown mirror: https://skills.yangsir.net/api/author/affaan-m/markdown*