Searching protocol for "multi-cycle"
Manage multi-cycle iterations end-to-end.
Audits-ready decision logging and traceability.
Design robust test suites from requirements first
Independent artifact verification for quality.
Turn product intent into traceable PRDs.
Context-first foundation for autonomous agents.
Explain ideas clearly with Feynman-style learning.
Ensures clear requirements and feasible hardware.
Bridge routing logic for CHAIN phase decisions.
Define features with AI-driven interviews.