Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
7,400 skills
State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV...
Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen,...
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks...
Build evaluation frameworks for agent systems. Use when testing agent performance, validating context engineering...
Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev,...
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting...
Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent...
Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent...
Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large,...
Design and evaluate context compression strategies for long-running agent sessions. Use when agents exhaust memory,...
Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging,...
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web...
Master LLM-as-a-Judge evaluation techniques including direct scoring, pairwise comparison, rubric generation, and...
AI-powered crypto trading agent via natural language. Use when the user wants to trade crypto (buy/sell/swap...
Use this skill when doing security reviews, penetration testing, threat modeling, compliance work, or incident...
Use this skill when writing tests, fixing test failures, improving code quality, doing accessibility audits, or...
Use this skill when orchestrating multi-agent work at scale - research swarms, parallel feature builds, wave-based...
Use this skill when building mobile applications, React Native apps, Expo projects, iOS/Android development, or...
Use this skill when working on growth strategy, marketing, app store optimization, content creation, competitive...
Use this skill when building web applications, React components, Next.js apps, APIs, databases, or doing rapid...
Use this skill when building AI features, integrating LLMs, implementing RAG, working with embeddings, deploying ML...
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Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an...