Never Use TaskOutput
Validation agent that validates plan tech choices against current best practices
AI-powered web search, research, and reasoning via Perplexity
Create or update continuity ledger for state preservation across clears
Background Agent Pings
Implement technical plans from thoughts/shared/plans with verification
A complete skill for E2E testing
Index at Creation Time
Upgrade any skill to v5 Hybrid format using decision theory + modal logic
Hook Development Rules
Agentic Workflow Pattern
Debug issues by investigating logs, database state, and git history
Show full session token usage, costs, TLDR savings, and hook activity
No Polling for Background Agents
Agent Orchestration Rules
Query the memory system for relevant learnings from past sessions
Environment Triage
Create git commits with user approval and no Claude attribution
Agent Context Isolation
Formal theorem proving with research, testing, and verification phases