Roles

Developer

Run review iterations during commit preparation
Resolve AI-flagged issues or document intent
Use --vouch only when comfortable taking explicit responsibility

Reviewer or Tech Lead

Monitor patterns in review outcomes (ran, vouched, skipped)
Coach teams on risk-heavy diff patterns
Help define acceptable use for skip

Security or Platform Owner

Define high-risk categories and escalation rules
Ensure hooks remain enabled in sensitive repositories
Pair local guardrails with CI policy

Engineering Manager

Set rollout targets (adoption, reduced incidents)
Track behavior-level metrics instead of just install counts
Ensure training on review loop usage

Suggested Decision Matrix

Situation	Recommended action
first pass on new diff	`lrc review`
after 2 to 4 iterations	`lrc review --vouch` if clean
trivial non-critical commit	`--skip` only with team policy

Last updated on March 26, 2026