{"id":"dgouron-review-flow","name":"review-flow","af_score":49.5,"security_score":54.0,"reliability_score":37.5,"what_it_does":"reviewflow is an npm CLI/server that automates AI code reviews for GitHub PRs and GitLab merge requests. It receives webhook events, queues and deduplicates review jobs, runs multi-agent Claude Code reviews, reports structured progress via an MCP server, streams live status to a WebSocket dashboard, posts review results to the MR/PR, and performs follow-up reviews after fix pushes.","best_when":"You want a self-hosted-style review automation workflow tightly integrated with GitHub/GitLab webhooks and want agents/progress tracked via MCP and a live dashboard.","avoid_when":"You cannot provide OAuth/CLI-based authentication for GitHub/GitLab actions or you need a stable, well-specified public API/SDK for programmatic integration beyond basic endpoints/webhooks.","last_evaluated":"2026-03-30T15:27:32.624864+00:00","has_mcp":true,"has_api":true,"auth_methods":["GitHub CLI OAuth (gh) integration","GitLab CLI OAuth (glab) integration","Webhook secrets (generated during init)"],"has_free_tier":false,"known_gotchas":["Follow-up reviews rely on discussion threads being re-read and issues being resolved; if thread state/format differs from expectations, follow-up resolution behavior may be inconsistent.","Webhook-driven queue deduplication can suppress repeated events within a time window; clients expecting one review per push event may need to align with dedup timing."],"error_quality":0.0}