Deep interview process to transform vague ideas into detailed specs. Works for technical and non-technical users.
Index at Creation Time
Validation agent that validates plan tech choices against current best practices
Search Mathlib for lemmas by type signature pattern
Create git commits with user approval and no Claude attribution
AI-powered web search, research, and reasoning via Perplexity
Search past reasoning for relevant decisions and approaches
Query the memory system for relevant learnings from past sessions
MCP Script Rules
No Polling for Background Agents
Never Use TaskOutput
Agent Orchestration Rules
Agent Context Isolation
Hook Development Rules
Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic
A complete skill for E2E testing
Environment Triage
Idempotent Redundancy
Upgrade any skill to v5 Hybrid format using decision theory + modal logic
Router-First Architecture