Analyze and optimize database schemas, identify performance issues, and suggest improvements. Use when working with...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Agent Context Isolation
Agent Orchestration Rules
Agentic Workflow Pattern
Guide for integrating Agentica SDK with Claude Code CLI proxy
Reference guide for Agentica multi-agent infrastructure APIs
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration
Agentica server + Claude proxy setup - architecture, startup sequence, debugging
Spawn Agentica multi-agent patterns
Background Agent Pings
Analyze Claude Code sessions via Braintrust
Braintrust tracing for Claude Code - hook architecture, sub-agent correlation, debugging
Claude Code CLI commands, flags, headless mode, and automation patterns
Transform session learnings into permanent capabilities (skills, rules, agents). Use when asked to "improve setup",...
Manage Clorch configuration (Braintrust, API keys, features)
Interactive workspace discovery - learn what tools, workflows, agents, and hooks are available
Implementation agent that executes a single task and creates handoff on completion
LLM Tuning Patterns
Research-to-implement pipeline chaining 5 MCP tools with graceful degradation
System health check (MOT) for skills, agents, hooks, and memory
No Polling for Background Agents
MANDATORY - Load this skill first. Routes to bootstrap + domain rules.
Parallel Agent Type Contracts