Score breakdown
Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.
Why it matters
Useful for engineering leads running Claude Code or Codex on real production code who need an auditable 'is this PR safe to merge' answer, not a vibe: install AgentOps, run /discovery + /crank + /validate --mixed on a small change, and inspect the council verdict before granting the agent more autonomy.
Who should use it
Who should skip it
Skip if the source link, docs, or setup requirements do not match your workflow.
Risk explanation
auto-validation can grant the agent more autonomy than the team is comfortable with — start with explicit human approval at every phase gate.