Hook Development Rules
Show full session token usage, costs, TLDR savings, and hook activity
Graceful Degradation with Helpful Messages
Parallel Agent Orchestration
Create or update continuity ledger for state preservation across clears
AI-powered web search, research, and reasoning via Perplexity
Upgrade any skill to v5 Hybrid format using decision theory + modal logic
Router-First Architecture
Deep interview process to transform vague ideas into detailed specs. Works for technical and non-technical users.
Debug issues by investigating logs, database state, and git history
No Polling for Background Agents
Skill Development Rules
Guide to the math cognitive stack - what tools exist and when to use each
MCP Script Rules
Validation agent that validates plan tech choices against current best practices
Search Mathlib for lemmas by type signature pattern
Agent Orchestration Rules
Index at Creation Time
Query the memory system for relevant learnings from past sessions
Environment Triage