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 β 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