Ai
Ai
prompt-engineering
Teaches well-known prompt engineering techniques and patterns, including Anthropic best practices and agent persuasion principles
imagen
Generate images using Google Gemini's image generation API for UI mockups, icons, illustrations, and visual assets
Vectorize MCP Worker
Edge-native MCP server patterns for production RAG
Context Engineering
Context engineering techniques
Mind Cloning Engineering
Mind cloning with LLM skills
Context Engineering Guide
Comprehensive context engineering tutorial covering attention mechanics, progressive disclosure, context budget management, and quality vs quantity trade-offs for AI agent development
Multi-Agent Architecture Patterns
Reference guide for multi-agent architecture patterns including Supervisor/Orchestrator, Peer-to-Peer/Swarm, and Hierarchical, with context isolation principles and Claude Code implementation
Agent Evaluation Framework
Comprehensive Claude Code agent evaluation framework with multi-dimensional scoring, LLM-as-Judge mode, and research-backed performance variance analysis
Thought-Based Reasoning Techniques
Guide to 8 LLM reasoning techniques: Chain-of-Thought, Zero-shot CoT, Self-Consistency, Tree of Thoughts, Least-to-Most, ReAct, PAL, and Reflexion with research citations
Self-Reflection Framework
Iterative self-improvement system with task complexity grading, strict quality gatekeeper role, confidence thresholds, and verification checklists
Multi-Perspective Critique
Multi-perspective review system using Multi-Agent Debate and LLM-as-Judge patterns with 3 specialized judges, debate rounds, and consensus building
Create Claude Code Agent
Complete guide for creating Claude Code agents with YAML frontmatter structure, agent file format, trigger condition design, and system prompt writing
Create Skill (TDD Method)
TDD methodology for skill creation — test with subagents first, write skill to address failures, iterate until bulletproof against rationalization
Tree of Thoughts Reasoning
Systematic ToT reasoning framework with 6 phases: explore, prune, expand, evaluate, adaptive strategy selection, and synthesis with parallel agent dispatch
Parallel Agent Dispatch
Launch multiple sub-agents in parallel with intelligent model selection, Zero-shot CoT reasoning, independence verification, and batch operation scheduling
Execute and Judge Loop
Single-task execution with LLM-as-Judge verification in an iterative loop, supporting auto-retry and strict orchestrator role separation
Memory Curation System
Agentic Context Engineering memory system that extracts insights from reflections and critiques, curates them, and updates CLAUDE.md as an evolving knowledge base
LLM-as-Judge Evaluator
Standalone LLM-as-Judge evaluation tool with context isolation, Chain-of-Thought scoring, multi-dimensional weighted rubric, and evidence-backed assessments
First Principles Hypothesis Framework
First Principles reasoning framework with hypothesis generation, logical and evidence validation, layered trust audit (L0/L1/L2), and reliability scoring
Test Skill with Subagents
Test any Claude skill using RED-GREEN-REFACTOR cycle with subagent pressure testing to verify the skill resists agent rationalization and bypass attempts
Test Any Prompt
Universal prompt testing methodology using RED-GREEN-REFACTOR cycle with subagents, supporting A/B testing and regression testing for commands, hooks, skills, and production prompts
Build MCP Server
MCP server development guide with agent-centric design principles, workflow-first approach, and dual Python (FastMCP) / TypeScript implementation support
LangSmith Fetch
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio with 4 workflows: quick debug, deep dive, export, and error pattern detection
All AI & Machine Learning skills
showing 60 of 258Use cheap, TEE-verified AI models from the 0G Compute Network as OpenClaw providers. Discover availa...
职位解析。触发场景：用户提供职位描述要求解析；用户想分析JD的核心要求。
简历诊断。触发场景：用户要求诊断简历质量；用户想优化简历; 用户问我的简历有什么问题。
简历解析。触发场景：用户上传简历文件要求解析、提取结构化信息。
**Learn from errors and corrections in real-time. Continuously improve by capturing failures, user f...
Step-by-step tutorial for adding new CUDA kernels to FlashInfer
Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use wh...
A guide to build AI bots with Botpress's Agent Development Kit (ADK)
This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "...
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poiso...
This skill should be used for time series machine learning tasks including classification, regressio...
Complete methodology for building, deploying, and operating production ML/AI systems — from experime...
Complete methodology for writing, testing, and optimizing prompts that reliably produce high-quality...
Complete system for designing, testing, optimizing, and managing prompts for LLMs and AI agents. Fro...
> Build production RAG systems that actually work. From chunking strategy to evaluation — the comple...
Consult, commit, extend, and challenge reasoning chains in the Agent Commons - a shared reasoning la...
Run a blameless postmortem for an incident caused by an AI agent or LLM feature — hallucinated facts...
Microsoft Research's agent training framework. Optimizes AI agents with Reinforcement Learning, Auto...
**Type:** Practice / Framework
Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. Thi...
Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Fly...
Connects to and performs inference with Google Cloud Agent Platform GenAI models, including First-Pa...
Agent Platform Model Registry Management. Use when you need to upload, list, describe, update, or de...
Manages and orchestrates prompts in Agent Platform. Use when you need to create, list, retrieve, ver...
Manages GenAI tuning jobs in Agent Platform. Use this to list, get, or cancel ongoing model tuning j...
Agent Platform Model Tuning. Use when you need to fine-tune open models or Gemini models using Agent...
Output validation gates for AI agent systems. Prevents hallucinated data, leaked internal context, w...
Route prompts to the optimal AI model based on task type, complexity, and cost constraints.
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes De...
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term...
Implement persistent memory patterns for AI agents using AgentDB - session memory, long-term storage...
Train AI agents using AgentDB's 9 reinforcement learning algorithms including Q-Learning, DQN, PPO, ...
Build semantic vector search systems with AgentDB for intelligent document retrieval, RAG applicatio...
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matchin...
Build AI agents with Pydantic AI (Python) and Claude SDK (Node.js)
Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when: - Implem...
This skill should be used when the user asks to "evaluate LLM output quality", "set up LLM-as-judge"...
Get AI ecosystem intelligence from AgentWyre. Use when you need to check for breaking changes, secur...
Think like a human. Reason, plan, adapt, create, and know your limits.
基于双环架构的AGI进化模型，通过意向性分析、人格层映射和元认知检测实现持续自我演进；当用户需要智能对话、人格定制或复杂问题求解时使用
自動程式生成
AI 成本计算器 - 对比各大模型成本，优化 API 支出。适合：AI 应用开发者、成本敏感用户。
- AI 成本
Fetches AI news from smol.ai RSS. Use when user asks about AI news or daily tech updates.
AI含量检测工具 - 检测文本AI生成占比，输出0-10级客观分级 | AI Content Detector - Detect AI-generated text with 0-10 objecti...
> 智能推荐适合编程 Agent 使用的大模型和开发工具
Conduct a structured ethical review of an AI or ML feature, model, or product. Use when preparing to...
Design an evaluation plan for an LLM or AI feature before shipping it. Use when asked how to evaluat...
Analyze any public company's AI exposure using the 8-dimension AI Exposure Index. Fetches last 4 10-...
Integrate Replicate AI models with background processing, S3 storage, and credit systems
AI and machine learning workflow covering LLM application development, RAG implementation, agent arc...
Latest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate
Build AI-first applications with RAG pipelines, embeddings, vector databases, agentic workflows, and...
Every product will be AI-powered. The question is whether you'll build it right or ship a demo that ...
专业 AI 提示词生成工具，帮助用户创建高效、精准的 AI 提示词。内置多种框架和模板，让 AI 输出质量提升 10 倍。
Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search,...
Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search,...
Integrate Vercel AI SDK for LLMs, Chatbots, Generative UI, and Agentic Workflows.
Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask a...
This skill should be used when the user asks to "scan AI systems for security threats", "check for p...
Related Guides
If you are an AI agent
Query this directory over HTTP
This site is a searchable directory of harness components for AI coding agents. Fetch objective JSON — names, descriptions, stars, and source links. Installation and selection are yours to decide.
GET https://claudeskills.info/api/v1/search?q=ui%2Fux
GET https://claudeskills.info/api/v1/search?type=subagent&q=review
GET https://claudeskills.info/api/v1/meta
See https://claudeskills.info/llms.txt