Store and retrieve patterns from past work using semantic search; adds self-learning capability to Superpowers
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Select optimal subagent topology (hierarchical, mesh, ring, star) based on task structure; adds Ruflo-style swarm intelligence to Superpowers
Structured first-pass exploration of an unfamiliar codebase — what to read, in what order, what to map, what traps to find. Use when entering any new or inherited project before writing code.
Select optimal AI model by task complexity — route to cheap/fast models for simple tasks, capable models for complex reasoning
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Use when implementing any feature or bugfix, before writing implementation code
Use when executing implementation plans with independent tasks in the current session