Transform session learnings into permanent capabilities (skills, rules, agents). Use when asked to "improve setup", "learn from sessions", "compound learnings", or "what patterns should become skills".
Query the memory system for relevant learnings from past sessions
Graceful Degradation with Helpful Messages
Security audit workflow - vulnerability scan β verification
Research-to-implement pipeline chaining 5 MCP tools with graceful degradation
Wiring Verification
Scrape web pages and extract content via Firecrawl MCP
Create or update continuity ledger for state preservation across clears
Systematic hook debugging workflow. Use when hooks aren't firing, producing wrong output, or behaving unexpectedly.
System health check (MOT) for skills, agents, hooks, and memory
Debug issues by investigating logs, database state, and git history
Background Agent Pings
Search Tool Hierarchy
Implement technical plans from thoughts/shared/plans with verification
Search Mathlib for lemmas by type signature pattern
Agent Orchestration Rules
AST-based code search and refactoring via ast-grep MCP
Router-First Architecture
Planning agent that creates implementation plans and handoffs from conversation context
Meta-skill for creating and managing Claude Code skills