Searching protocol for "human-review"
Manage AI provenance metadata in source files.
Detect user_id usage for ambient context.
Push decisions for async human review (Arbiter)
Vet stories to resolve conflicts before human review.
AI PR screening review
Structured bug debugging with human review.
Manage video library pipeline stages.
Auto-moderate user content with DSPy
Prioritize code reviews for large drops.
Standardize GitHub issue labeling for AMAMA.
Pick, claim, and complete GitHub issues
Design human review points in workflows.