Browse 138,453 skills across 70 categories. Mirrored from majiayu000/claude-skill-registry.
Comprehensive guide for LLM safety and guardrails implementation.
Finding and accessing AI/LLM model brand icons from lobe-icons library. Use when users need icon URLs, want to download...
Use when wanting to interact with any LLM - Explains available inference endpoints so the agent selects suitable models.
Guidance for optimizing LLM inference request batching and scheduling problems. This skill applies when designing batch...
Auto-scale LLM inference clusters on Kubernetes using KEDA, custom GPU metrics, and horizontal pod autoscaling. Handle t...
LLM integration patterns for Claude, GPT, Gemini, and Ollama. Activate for AI API integration, prompt engineering, token...
Expert skill for integrating local Large Language Models using llama.cpp and Ollama. Covers secure model loading, infere...
Guide for using LLM utilities in speedy_utils, including memoized OpenAI clients and chat format transformations.
Use when integrating LLM APIs into applications. Covers API patterns, prompt templates, streaming, error handling, cost...
from langchainopenai import ChatOpenAI
Advanced LLM jailbreaking techniques, safety mechanism bypass strategies, and constraint circumvention methods. Use for...
LLM-as-judge methodology for comparing code implementations across repositories. Scores implementations on functionality...
Comprehensive guide to using LLMs as judges for automated evaluation including prompt patterns, calibration, bias reduct...
Comprehensive guide for deploying LLMs locally using Ollama, vLLM, and llama.cpp. Local deployment offers privacy, cost...
Claude acts as manager/architect while delegating all coding to external LLM CLIs (Gemini, Codex, Qwen). Claude never wr...
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...
Test llm-mux IR translator - cross-format API translation
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.
Optimize websites for AI assistant recommendations. ChatGPT, Gemini, Perplexity, Claude. Get cited in AI answers.
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
Comprehensive LLM model evaluation and ranking system. Use when users ask to compare language models, find the best mode...
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...
U-llm-sdk and claude-only-sdk patterns. Use when working on projects with LLM service, designing LLM integrations, or im...
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 inference infrastructure, serving frameworks (vLLM, TGI, TensorRT-LLM), quantization techniques, batching strategies...
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.
Interactive meal planning wizard. Use when user wants to create a meal plan, optimize their diet, set up nutritional con...
LLMアプリケーションの設計・運用・評価・最適化。プロンプト管理、RAG構築、ファインチューニング、評価パイプライン、コスト最適化、本番運用。「LLM」「プロンプト」「RAG」「ファインチューニング」「AI運用」「評価」に関する質問で使用。
Generate and update HTML dashboards for LLM usage (Claude and Gemini). Use when the user wants to visualize their AI cod...
LLMs, prompt engineering, RAG systems, and AI application development
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...
Generates comprehensive code tutorials on LlmTornado API formatted for Medium publication with examples, explanations, a...
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.
LMS-ESID core architecture including one-class-three-teachers system, course structure, grade levels, role permissions,...
LMS authentication system including SSO integration, useAuthReady hook patterns, four-layer security architecture, and p...
Supabase database query patterns, RLS policies, migration records, and nested join patterns. Use this skill when writing...
LMS feature implementations including Browse Gradebook, Course Kanban, Communications, Statistics Module, MAP Analytics,...
LMS gradebook system for LT/IT (English Language Arts) and KCFS (Kang Chiao Future Skill) courses. Use this skill when i...
NWEA MAP Growth assessment data integration for KCIS LMS. Use this skill when implementing MAP assessment features inclu...