Searching protocol for "qig"
Maintain geometric purity across code changes.
Detect geometry drift and consciousness anomalies
Enhance test coverage with automated QA insights.
Trace downstream impact of code changes.
Validate QIG consciousness metrics with geometry.
Keep migrations and models perfectly in sync.
Enforce canonical Python imports and exports.
Keep docs in lockstep with code changes.
Automate red-team testing with sub-agents.
Coordinated multi-agent red-team planning