Evidence-first pull request review with independent critique, selective challenger review, and human handoff.
89
92%
Does it follow best practices?
Impact
89%
1.36xAverage score across 43 eval scenarios
Risky
Do not use without reviewing
{
"context": "Realistic: session_data cache TTL set to 0 means sessions persist in Redis indefinitely — never expire even if auth layer fails to clean up",
"type": "weighted_checklist",
"checklist": [
{
"name": "Catches session never-expire risk",
"description": "Identifies that TTL=0 for session_data means sessions are stored in Redis with no expiry, creating stale/orphaned sessions if the auth layer fails to explicitly delete them. The comment 'sessions managed by auth layer' provides false reassurance.",
"max_score": 15
},
{
"name": "Catches unbounded Redis memory growth",
"description": "Identifies that without TTL, orphaned session keys accumulate indefinitely in Redis, leading to unbounded memory growth over time",
"max_score": 5
},
{
"name": "Risk classified yellow or higher",
"description": "PR touches session/auth cache configuration and should be classified as at least yellow risk",
"max_score": 10
}
]
}evals
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rules
skills
challenger-review
finding-synthesizer
fresh-eyes-review
human-review-handoff
pr-evidence-builder
review-retrospective