Searching protocol for "stage-4"
Automate Stage 5 talk scripts and slides.
Score outputs with Stage 4 quality metrics.
Shape Stage 4 angles and checkpoint.
Write code to pass failing tests.
Team-based Solidity audits with human-in-the-loop.
Generalize from observations into actionable rules.
Threat modeling with STRIDE, ATT&CK & Kill Chain.
Enneagram + PARA routing for vault content.
Structured, checkpointed research workflow.
Automate pre-commit code quality checks.
Interactive debugging companion for Hive agents.