GitHub
guardrails-safety
Protecting AI applications - input/output guards, toxicity detection, PII protection, injection defense, constitutional AI. Use when securing AI systems, preventing misuse, or ensuring compliance.
☆ 3查看技能
研究与调研 AI 技能
发现 研究与调研 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。
分类目录: 研究与调研
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GitHub
test-task-generation
The agent automatically generates comprehensive test tasks from feature requirements, ensuring every implementation task has corresponding test coverage with proper acceptance criteria.
☆ 3查看技能
GitHub
git-hooks-integration
The agent implements Git hooks that integrate with the workflow config system, automating pre-commit checks, commit message validation, pre-push tests, and post-merge actions.
☆ 3查看技能
GitHub
developing-with-redis
The agent implements Redis caching, data structures, and real-time messaging patterns. Use when implementing caching layers, session storage, rate limiting, pub/sub messaging, or distributed data structures.
☆ 3查看技能
GitHub
testingproperty-testing
Property-based testing with Fast-Check for finding edge cases through automated input generation and invariant verification
☆ 3查看技能
GitHub
ai-integration
AI/ML model integration including vision, audio, embeddings, and RAG implementation patterns
☆ 3查看技能
GitHub
developing-with-mongodb
The agent implements MongoDB NoSQL database solutions with document modeling, aggregation pipelines, and Mongoose ODM. Use when building document-based applications, designing schemas, writing aggregations, or...
☆ 3查看技能
GitHub
observability
Production observability with structured logging, metrics collection, distributed tracing, and alerting
☆ 3查看技能
GitHub
managing-database-migrations
AI agent implements safe database migrations with zero-downtime strategies, rollback plans, and expand-contract patterns. Use when creating migrations, deploying schema changes, or implementing zero-downtime da...
☆ 3查看技能
GitHub
typescript
TypeScript development with advanced type safety, generics, utility types, and best practices
☆ 3查看技能
GitHub
styling-with-tailwind
Claude styles UIs with Tailwind CSS utility classes, responsive design, and dark mode support. Use when creating component styles, theming systems, or responsive layouts.
☆ 3查看技能
GitHub
feature-engineering
Feature engineering techniques including feature extraction, transformation, selection, and feature store management for ML systems.
☆ 3查看技能
GitHub
profiling-performance
Performs browser performance profiling with Lighthouse, Core Web Vitals, and DevTools analysis. Use when auditing page performance, optimizing Core Web Vitals, analyzing bundle sizes, or implementing performanc...
☆ 3查看技能
GitHub
rag-systems
Retrieval-Augmented Generation - chunking strategies, embedding, vector search, hybrid retrieval, reranking, query transformation. Use when building RAG pipelines, knowledge bases, or context-augmented applicat...
☆ 3查看技能
GitHub
developing-test-driven
AI agent practices test-first development with the Red-Green-Refactor cycle for confident, well-designed code. Use when implementing features, fixing bugs, or establishing testing practices.
☆ 3查看技能
GitHub
model-development
Model development practices including model selection, training pipelines, hyperparameter tuning, evaluation, and model selection strategies.
☆ 3查看技能
GitHub
applying-owasp-security
Claude applies OWASP security best practices to web applications. Use when preventing vulnerabilities, implementing input validation, securing authentication, configuring security headers, or conducting securit...
☆ 3查看技能
GitHub
implementing-oauth
Claude implements OAuth 2.0 and OpenID Connect authorization flows. Use when adding social login, integrating OAuth providers, managing tokens, or securing APIs with OAuth.
☆ 3查看技能
GitHub
mobile-development
Cross-platform mobile development with React Native and Expo including navigation, state management, and native features
☆ 3查看技能
GitHub
feature-flags-and-progressive-delivery
The agent implements feature flag systems for trunk-based development, canary releases, and A/B testing. Use when implementing gradual rollouts, kill switches, or experiment-driven development.
☆ 3查看技能
GitHub
contract-testing
Consumer-driven contract testing with Pact, schema validation, provider verification, and CI/CD integration.
☆ 3查看技能
GitHub
workflow-config-system
The agent implements a centralized workflow configuration system for Git workflows, enabling set-once-use-everywhere automation for trunk-based development, gitflow, and github-flow patterns with integrated tes...
☆ 3查看技能
GitHub
foundation-models
Understanding Foundation Models - architecture, sampling parameters, structured outputs, post-training. Use when configuring LLM generation, selecting models, or understanding model behavior.
☆ 3查看技能
GitHub
postgresql
PostgreSQL database design, queries, optimization, and 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。