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Claude Skills by applied-artificial-intelligence
github.com/applied-artificial-intelligence12 skills132 installs976 views
- Plain LanguageSimplification and readability techniques. Use when writing for broad audiences or simplifying complex content. Covers active voice, short sentences, jargon elimination, and accessibility principles from the Plain Language Movement.Votes: 0GitHub stars: 85
- Pyramid PrincipleHierarchical content structure - answer first, then supporting arguments, then detailsVotes: 0GitHub stars: 85
- Scqa FrameworkNarrative structure for complex topics - Situation, Complication, Question, AnswerVotes: 0GitHub stars: 85
- Data Modeling PatternsDatabase schema design and data modeling patterns including normalization principles (1NF-5NF), denormalization trade-offs, entity relationship design, indexing strategies, schema evolution, and domain-driven design patterns. Activates when designing new database schemas, refactoring data models, discussing normalization vs denormalization decisions, planning schema migrations, or modeling complex domain entities. Use when creating new tables/collections, redesigning existing schemas, evaluat...Votes: 0GitHub stars: 85
- Error Recovery PatternsError recovery and failure handling patterns for distributed systems including rollback strategies, circuit breakers, retry logic with exponential backoff, graceful degradation, and compensating transactions. Activates when task execution fails, timeouts occur, external services fail, database transactions fail, or cascade failure risks are detected. Use when recovering from failures, preventing data corruption, implementing resilience patterns, or handling partial system failures.Votes: 0GitHub stars: 85
- Shared Setup PatternsShared configuration patterns for project setup commands. Provides security hooks, Claude framework structure templates, and framework detection patterns used across multiple setup commands.Votes: 0GitHub stars: 85
- Api AuthenticationAPI authentication patterns including JWT, OAuth 2.0, API keys, and session-based auth. Covers token generation, validation, refresh strategies, security best practices, and when to use each pattern. Use when implementing API authentication, choosing auth strategy, securing endpoints, or debugging auth issues. Prevents common vulnerabilities like token theft, replay attacks, and insecure storage.Votes: 0GitHub stars: 85
- Docker OptimizationDocker image optimization patterns including multi-stage builds, layer caching, security hardening, and size reduction techniques. Use when building Docker images, optimizing container size, improving build performance, or implementing Docker security best practices. Reduces image sizes by 70-90% and build times by 50-80%.Votes: 0GitHub stars: 85
- Sql OptimizationSQL query optimization patterns including EXPLAIN plan analysis, index strategies, query rewriting, and N+1 query prevention. Use when optimizing slow database queries, analyzing query performance, designing indexes, or debugging database bottlenecks. Works with PostgreSQL, MySQL, SQLite, and other SQL databases. Typical improvements: 10x-1000x query speedup.Votes: 0GitHub stars: 85
- Huggingface TransformersHugging Face Transformers best practices including model loading, tokenization, fine-tuning workflows, and inference optimization. Use when working with transformer models, fine-tuning LLMs, implementing NLP tasks, or optimizing transformer inference.Votes: 0GitHub stars: 85
- Llm EvaluationLLM evaluation and testing patterns including prompt testing, hallucination detection, benchmark creation, and quality metrics. Use when testing LLM applications, validating prompt quality, implementing systematic evaluation, or measuring LLM performance.Votes: 0GitHub stars: 85
- Rag ImplementationComprehensive guide to implementing RAG systems including vector database selection, chunking strategies, embedding models, and retrieval optimization. Use when building RAG systems, implementing semantic search, optimizing retrieval quality, or debugging RAG performance issues.Votes: 0GitHub stars: 85