83,201 skills sorted by stars.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services...
Choosing the right model for the task — power vs. cost vs. speed.
Access Claude, Gemini, Kimi, GLM and 100+ LLMs via inference.sh CLI using OpenRouter. Models: Claude Opus 4.5, Claude So...
LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de q...
Local LLM health checks and cache management. Probe Ollama/vLLM/SGLang endpoints, clean model caches.
AI-first application patterns, LLM testing, prompt management
Pydantic-AI agents, RAG, embeddings for Pulse Radar knowledge extraction.
Plan and execute large language model pretraining from data preparation to checkpoint management
Optimize prompts for better LLM outputs through systematic analysis and refinement
This skill should be used when users want to route LLM requests to different AI providers (OpenAI, Grok/xAI, Groq, DeepS...
Security patterns for LLM integrations including prompt injection defense and hallucination prevention. Use when impleme...
LLM security encompasses protecting AI systems from prompt injection, jailbreaks, data leakage, and adversarial attacks....
Comprehensive guide to securing LLM applications including prompt injection prevention, jailbreak detection, guardrails,...
Security testing for LLM-powered applications including prompt injection, jailbreak detection, data leakage prevention,...
LLM streaming response patterns. Use when implementing real-time token streaming, Server-Sent Events for AI responses, o...
Build production LLM streaming UIs with Server-Sent Events, real-time token display, cancellation, error recovery. Handl...
Get reliable JSON, enums, and typed objects from LLMs using response_format, tool_use, and schema-constrained decoding a...
Testing patterns for LLM-based applications. Use when testing AI/ML integrations, mocking LLM responses, testing async t...
See the main LLM Cost Optimization skill for comprehensive coverage of token economics and optimization strategies.
LLM Tuning Patterns
LLM Text Protocol provides standardized patterns for text-based interactions with language models. It encompasses prompt...
Karpathy 风格 LLM Wiki / markdown knowledge base 工作流。用于 ingest、query、lint 持久化知识库；先做 orientation，再按 analysis -> generation...
Build and maintain a compounding external-knowledge wiki from clipped articles, papers, and transcripts. Triggers: "llm...
Use when building or maintaining a persistent personal knowledge base (second brain) in Obsidian where an LLM incrementa...
Use llmlb assistant CLI commands (curl/openapi/guide) instead of the deprecated MCP server flow.
Practical guide for llmlb assistant CLI commands replacing the legacy MCP server flow.
Generate an llms.txt file for any project or website following the llmstxt.org specification. Use when asked to create l...
Comprehensive system for managing llms.txt and my-blog.json files across the project. Handles creation, updating, and sy...
Detect and use llms.txt files for LLM-optimized documentation. Use when checking if a site has LLM-ready docs before scr...
Expertise in LLVM security features including sanitizers, hardening techniques, exploit mitigations, and secure compilat...
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking mod...
Automate Lmnt tasks via Rube MCP (Composio). Always search tools first for current schemas.
Commits and pushes all changes (staged, unstaged, untracked) to remote. Use when you need a quick push of everything at...