Choose the right search tool for each query type
Create and use Claude Code slash commands - quick prompts, bash execution, file references
Test-driven development workflow with philosophy guide - plan β write tests β implement β validate
LLM Tuning Patterns
Analyze brownfield codebase and create initial continuity ledger
Spawn Agentica multi-agent patterns
Validation agent that validates plan tech choices against current best practices
Implement technical plans from thoughts/shared/plans with verification
Code refactoring workflow - analyze β plan β implement β review β validate
Create and configure Claude Code sub-agents with custom prompts, tools, and models
Research-to-implement pipeline chaining 5 MCP tools with graceful degradation
Comprehensive code review workflow - parallel specialized reviews β synthesis
Reference guide for Agentica multi-agent infrastructure APIs
Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase
Never Use TaskOutput
Explicit Identity Across Boundaries
Modular Code Organization
AST-based code search and refactoring via ast-grep MCP
Parallel Agent Type Contracts
Upgrade any skill to v5 Hybrid format using decision theory + modal logic