80,000+ Skills to Supercharge Claude
The open directory for GitHub-integrated capabilities, tools, and prompts for your AI workflows.
verification-before-compl...
by eyadsibai
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verifi...
shap
by eyadsibai
Use when "SHAP", "Shapley values", "feature importance", "model explainability", or asking about "explain predictions",...
writing-skills
by eyadsibai
Use when creating new skills, editing existing skills, or verifying skills work before deployment
invoice-organizer
by eyadsibai
Use when "organizing invoices", "sorting receipts", "tax preparation", "expense tracking", or asking about "invoice rena...
multi-agent-patterns
by eyadsibai
Use when designing multi-agent systems, implementing supervisor patterns, coordinating multiple agents, or asking about...
dispatching-parallel-agen...
by eyadsibai
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
domain-name-brainstormer
by eyadsibai
Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai...
python-patterns
by eyadsibai
This skill should be used when the user asks about "Python best practices", "Pythonic code", "Python patterns", "Python...
ml-engineering
by eyadsibai
Use when "deploying ML models", "MLOps", "model serving", "feature stores", "model monitoring", or asking about "PyTorch...
requirements-engineering
by eyadsibai
Use when "requirements document", "acceptance criteria", "user stories", "EARS format", "specification", "feature spec",...
content-writing
by eyadsibai
Use when "writing articles", "blog posts", "content creation", "research writing", "technical writing", or asking about...
team-composition-analysis
by eyadsibai
This skill should be used when the user asks to "plan team structure", "determine hiring needs", "design org chart", "ca...
secrets-management
by eyadsibai
Use when implementing secrets management, using Vault, AWS Secrets Manager, handling credentials in CI/CD, or asking abo...
fastapi
by eyadsibai
This skill should be used when the user asks about "FastAPI", "FastAPI routes", "FastAPI dependencies", "Pydantic models...
mcp-development
by eyadsibai
Use when building "MCP server", "Model Context Protocol", creating "Claude tools", "MCP tools", or asking about "FastMCP...
modal
by eyadsibai
Use when "Modal", "serverless GPU", "cloud GPU", "deploy ML model", or asking about "serverless containers", "GPU comput...
distributed-tracing
by eyadsibai
Use when implementing distributed tracing, using Jaeger or Tempo, debugging microservices latency, or asking about "trac...
context-compression
by eyadsibai
Use when compressing agent context, implementing conversation summarization, reducing token usage in long sessions, or a...
meeting-analysis
by eyadsibai
Use when "analyzing meetings", "meeting transcripts", "communication patterns", "speaking habits", or asking about "fill...
nemo-evaluator
by eyadsibai
Use when evaluating LLMs, running benchmarks like MMLU/HumanEval/GSM8K, setting up evaluation pipelines, or asking about...
k8s-security
by eyadsibai
Use when securing Kubernetes clusters, implementing network policies, configuring RBAC, pod security standards, or askin...
prompt-engineering
by eyadsibai
Use when "writing prompts", "prompt optimization", "few-shot learning", "chain of thought", or asking about "RAG systems...
pytest
by eyadsibai
This skill should be used when the user asks about "pytest", "writing tests", "test fixtures", "parametrize", "mocking",...
finishing-a-development-b...
by eyadsibai
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completio...