Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
CodeWithBehnamSkillCodeWithBehnam/cc-docs/skills/ai-ml/agent-native-architecture/SKILL.md
Build applications where agents are first-class citizens. Use this skill when designing autonomous agents, creating MCP tools, implementing self-modifying systems, or building apps where features are outcomes achieved by agents operating in a loop.
CodeWithBehnamReads credentialsSkillCodeWithBehnam/cc-docs/skills/ai-ml/claude-api/SKILL.md
Anthropic Claude API patterns for Python and TypeScript. Covers Messages API, streaming, tool use, vision, extended thinking, batches, prompt caching, and Claude Agent SDK. Use when building applications with the Claude API or Anthropic SDKs.
Often used witheverything-claude-code-conventionsnextjs-turbopackinvestor-outreach
CodeWithBehnamReads credentialsSkillCodeWithBehnam/cc-docs/skills/ai-ml/embedding-strategies/SKILL.md
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.
CodeWithBehnamReads credentialsSkillCodeWithBehnam/cc-docs/skills/ai-ml/fal-ai-media/SKILL.md
Unified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and video-to-audio (ThinkSound). Use when the user wants to generate images, videos, or audio with AI.
Often used witheverything-claude-code-conventionsnextjs-turbopackagent-sort
CodeWithBehnamReads credentialsSkillCodeWithBehnam/cc-docs/skills/ai-ml/gemini-imagegen/SKILL.md
This skill should be used when generating and editing images using the Gemini API (Nano Banana Pro). It applies when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating stickers, product mockups, or any image generation/manipulation task. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.
CodeWithBehnamSkillCodeWithBehnam/cc-docs/skills/ai-ml/hybrid-search-implementation/SKILL.md
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
CodeWithBehnamReads credentialsSkillCodeWithBehnam/cc-docs/skills/ai-ml/langchain-architecture/SKILL.md
Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.
CodeWithBehnamSkillCodeWithBehnam/cc-docs/skills/ai-ml/llm-evaluation/SKILL.md
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.
CodeWithBehnamSkillCodeWithBehnam/cc-docs/skills/ai-ml/ml-pipeline-workflow/SKILL.md
Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.
CodeWithBehnamSkillCodeWithBehnam/cc-docs/skills/ai-ml/prompt-engineering-patterns/SKILL.md
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.
CodeWithBehnamReads credentialsSkillCodeWithBehnam/cc-docs/skills/ai-ml/rag-implementation/SKILL.md
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.
CodeWithBehnamSkillCodeWithBehnam/cc-docs/skills/ai-ml/similarity-search-patterns/SKILL.md
Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.
CodeWithBehnamSkillCodeWithBehnam/cc-docs/skills/ai-ml/vector-index-tuning/SKILL.md
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.
CodeWithBehnamSkillCodeWithBehnam/cc-docs/skills/api-architecture/api-design-principles/SKILL.md
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.
Often used witherror-handling-patternspython-performance-optimizationtailwind-design-system
CodeWithBehnamSkillCodeWithBehnam/cc-docs/skills/api-architecture/api-design/SKILL.md
REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.
Often used witheverything-claude-codeeverything-claude-code-conventionsnextjs-turbopack
CodeWithBehnamSkillCodeWithBehnam/cc-docs/skills/api-architecture/architecture-patterns/SKILL.md
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.
CodeWithBehnamSkillCodeWithBehnam/cc-docs/skills/api-architecture/cqrs-implementation/SKILL.md
Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.
CodeWithBehnamSkillCodeWithBehnam/cc-docs/skills/api-architecture/event-store-design/SKILL.md
Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.
CodeWithBehnamReads credentialsSkillCodeWithBehnam/cc-docs/skills/api-architecture/fastapi-templates/SKILL.md
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.
CodeWithBehnamSkillCodeWithBehnam/cc-docs/skills/api-architecture/microservices-patterns/SKILL.md
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
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