GitHub
solving-problems
AI agent applies a 5-phase systematic framework for tackling complex problems when conventional approaches fail. Use when stuck, blocked, or troubleshooting issues.
☆ 3查看技能
测试与安全 AI 技能
发现 测试与安全 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
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GitHub
building-fastapi-apis
Builds high-performance FastAPI applications with async/await, Pydantic v2, dependency injection, and SQLAlchemy. Use when creating Python REST APIs, async backends, or microservices.
☆ 3查看技能
GitHub
developing-with-prisma
The agent implements Prisma ORM for type-safe database access with schema design, migrations, and queries. Use when building database layers, designing relational schemas, implementing type-safe queries, or man...
☆ 3查看技能
GitHub
managing-databases
AI agent performs database administration tasks including backup/restore, monitoring, replication, security hardening, and maintenance operations. Use when managing production databases, troubleshooting perform...
☆ 3查看技能
GitHub
service-discovery
Service discovery patterns with Consul, Kubernetes DNS, Eureka, health checks, and client-side load balancing.
☆ 3查看技能
GitHub
thinking-sequentially
AI agent structures complex reasoning through numbered thought sequences with explicit dependencies. Use when facing multi-step problems, complex debugging, or architectural decisions.
☆ 3查看技能
GitHub
monorepo-management
Enterprise monorepo patterns with Turborepo and Nx including task orchestration, caching, and CI/CD optimization
☆ 3查看技能
GitHub
building-responsive-layouts
Claude builds responsive web layouts with mobile-first CSS, fluid typography, and container queries. Use when creating adaptive UIs that work across all device sizes.
☆ 3查看技能
GitHub
mlops
MLOps practices including CI/CD for ML, experiment tracking, model monitoring, pipeline orchestration, and production ML operations.
☆ 3查看技能
GitHub
stacked-diffs-workflow
The agent implements stacked diffs (stacked PRs) for breaking large changes into reviewable chunks. Use when working on complex features, managing dependent changes, or optimizing code review flow.
☆ 3查看技能
GitHub
implementing-accessibility
Claude implements WCAG 2.1 AA compliant web interfaces with proper ARIA, keyboard navigation, and screen reader support. Use when building accessible components or auditing existing UIs.
☆ 3查看技能
GitHub
testingsecurity-testing
Security testing patterns covering OWASP Top 10, injection prevention, authentication, and vulnerability scanning
☆ 3查看技能
GitHub
service-mesh
Advanced service mesh implementation with Istio, Linkerd, traffic management, mTLS, and observability.
☆ 3查看技能
GitHub
data-engineering
ML data engineering covering data pipelines, data quality, collection strategies, storage, and versioning for machine learning systems.
☆ 3查看技能
GitHub
thinking-in-omega-modes
Applies 7 systematic thinking modes for breakthrough problem-solving and 10x improvements. Use when tackling complex problems, seeking transformative insights, or escaping conventional thinking traps.
☆ 3查看技能
GitHub
caching-strategies
Multi-layer caching with Redis, CDN, and browser caching for optimal application performance
☆ 3查看技能
GitHub
efficient-ai
Efficient AI techniques including model compression, quantization, pruning, knowledge distillation, and hardware-aware optimization for production systems.
☆ 3查看技能
GitHub
testingmutation-testing
Mutation testing with Stryker to verify test quality by introducing code mutations and measuring detection rates
☆ 3查看技能
GitHub
ml-systems
Machine Learning Systems - comprehensive knowledge for building production ML systems from data engineering through deployment and operations. Based on Harvard ML Systems course and Designing ML Systems by Chip...
☆ 3查看技能
GitHub
python
Python development with type hints, async patterns, testing, and modern best practices
☆ 3查看技能
GitHub
writing-plans
AI agent creates structured implementation plans with task breakdown, dependency mapping, risk assessment, and file-level detail. Use when planning features, projects, or complex implementations.
☆ 3查看技能
GitHub
processing-media
Processes audio and video with ffmpeg including transcoding, streaming, and batch operations. Use when building video pipelines, converting formats, generating thumbnails, or implementing HLS/DASH streaming.
☆ 3查看技能
GitHub
testingcomprehensive-testing
Comprehensive 4D testing methodology covering Accuracy, Performance, Security, and Accessibility for production-ready quality assurance
☆ 3查看技能
GitHub
training-data
Training data management including labeling strategies, data augmentation, handling imbalanced data, and data splitting best practices.
☆ 3查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。