Validation agent that validates plan tech choices against current best practices
Agent Orchestration Rules
Query the memory system for relevant learnings from past sessions
MCP Script Rules
Formal theorem proving with research, testing, and verification phases
Index at Creation Time
No Polling for Background Agents
Never Use TaskOutput
Agentic Workflow Pattern
Create or update continuity ledger for state preservation across clears
Idempotent Redundancy
Router-First Architecture
Hook Development Rules
Debug issues by investigating logs, database state, and git history
Show full session token usage, costs, TLDR savings, and hook activity
AI-powered web search, research, and reasoning via Perplexity
Upgrade any skill to v5 Hybrid format using decision theory + modal logic
Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic
Search Mathlib for lemmas by type signature pattern
Agent Context Isolation