Maps questions to the optimal tldr command. Use this to pick the right layer
Implement technical plans from thoughts/shared/plans with verification
Deep interview process to transform vague ideas into detailed specs. Works for technical and non-technical users.
Audio mastering guidance, loudness optimization, platform delivery specs
DOJ/FBI/SEC press releases, agency statements, government sources
Malware analysis, CVEs, attribution reports, hacker communities
Create a new album with correct directory structure and templates
Show available skills, common workflows, and quick reference
Track and manage album ideas - brainstorming, planning, status tracking
Set up or edit plugin configuration interactively
Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic
Agent Orchestration Rules
Query the memory system for relevant learnings from past sessions
Graceful Degradation with Helpful Messages
Environment Triage
Search Mathlib for lemmas by type signature pattern
Deterministic router for math cognitive stack - maps user intent to exact CLI commands
Idempotent Redundancy
Validation agent that validates plan tech choices against current best practices
Never Use TaskOutput