Review

Every line. Every category. Every time.

Review inspects merge requests with a weighted 6-category scoring rubric. It posts inline comments on specific diff lines, checks your CI pipeline, resolves its own outdated findings, and produces a risk assessment with confidence level.

How it works

1

Gathers context

Reads MR details, the full diff, and all existing discussion threads. Maps every existing comment before forming new findings.

2

Reviews the code

Evaluates new and changed code across six categories: correctness, product behavior, security, performance/quality, tests, and completeness.

3

Manages discussions

Resolves its own outdated findings. Replies to other reviewers' threads. Never creates duplicate discussions.

4

Scores and decides

Produces a weighted score (0-100). 90+ approved, 75-89 review complete, 50-74 changes requested, below 50 blocked.

Capabilities

6-Category Scoring

Correctness (25%), Product Behavior (20%), Security (15%), Code Quality (15%), Completeness (15%), Tests (10%). Weighted to prioritize what matters most.

Inline Comments

Posts comments on specific diff lines with severity levels: must-fix, should-fix, and informational.

Pipeline Awareness

Reads CI job logs, retries flaky jobs, and penalizes real pipeline failures in the score.

Discussion Dedup

Tracks all existing threads before posting. Never creates duplicate comments. Resolves its own outdated findings.

Risk Assessment

Evaluates change risk with high/medium/low confidence. Considers scope, complexity, and test coverage.

Approval Decisions

Makes data-backed approve/block decisions based on scoring thresholds. No subjective vibes — just numbers.

What you get

Review Summary

Correctness
92
Product
88
Security
95
Quality
85
Tests
78
Completeness
90

Overall

87/100

✓ Approved

Low risk · High confidence

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