Opinionated constraints for building better interfaces with agents.
cat ~/Top
Browse top skills sorted by GitHub stars
17,526 skills
Fetch and extract clean content from URLs using Jina Reader API. Use when users need to read webpage content,...
Long-term memory across sessions. Always use memory_search at the start of any user request (unless the user...
Delegate code implementation/review/debugging/alternatives to Claude Code via a JSON bridge script. Multi-turn via...
使用 python-docx 精确读取、分析、修改 Word 文档（.docx）格式。当用户需要分析文档格式、批量修改格式、统一排版规范、处理中英文混排字体、修改交叉引用样式时使用此 skill。
This skill should be used when the user asks to "bootstrap few-shot examples", "generate demonstrations", "use...
This skill should be used when the user asks to "evaluate a DSPy program", "test my DSPy module", "measure...
This skill should be used when the user asks to "fine-tune a DSPy model", "distill a program into weights", "use...
This skill should be used when the user asks to "optimize an agent with GEPA", "use reflective optimization",...
This skill should be used when the user asks to "integrate DSPy with Haystack", "optimize Haystack prompts using...
This skill should be used when the user asks to "optimize a DSPy program", "use MIPROv2", "tune instructions and...
This skill should be used when the user asks to "build a RAG pipeline", "create retrieval augmented generation",...
This skill should be used when the user asks to "create a DSPy signature", "define inputs and outputs", "design a...
Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines...
This skill should be used when the user asks to "compose DSPy modules", "use Ensemble optimizer", "combine multiple...
This skill should be used when the user asks to "create custom DSPy module", "design a DSPy module", "extend...
This skill should be used when the user asks to "debug DSPy programs", "trace LLM calls", "monitor production DSPy",...
This skill should be used when the user asks to "refine DSPy outputs", "enforce constraints", "use dspy.Refine",...
This skill should be used when the user asks to "create a ReAct agent", "build an agent with tools", "implement...
This skill should be used when the user asks to "optimize with SIMBA", "use Bayesian optimization", "optimize agents...
Write and review high-performance React Native animations and 2D graphics using react-native-reanimated (v4+) and...
Expert in 2000s-era music visualization (Milkdrop, AVS, Geiss) and modern WebGL implementations. Specializes in...
Time-blind friendly planning, executive function support, and daily structure for ADHD brains. Specializes in...
Designs digital experiences for ADHD brains using neuroscience research and UX principles. Expert in reducing...