Evidence-first pull request review with independent critique, selective challenger review, and human handoff.
87
92%
Does it follow best practices?
Impact
87%
1.31xAverage score across 43 eval scenarios
Risky
Do not use without reviewing
{
"context": "Hard: concurrent worker pool with data race on shared counters and cross-batch result leaking",
"type": "weighted_checklist",
"checklist": [
{
"name": "Catches data race on shared counters",
"description": "Identifies that wp.processed++ and wp.failed++ are incremented from multiple goroutines without synchronization (no mutex, no atomic). This is a Go data race that corrupts stats.",
"max_score": 15
},
{
"name": "Catches cross-batch result leaking",
"description": "Identifies that the result channel is shared and workers are not stopped between ProcessBatch calls, so results from one batch can leak into a subsequent batch's results",
"max_score": 8
},
{
"name": "Risk classified red",
"description": "PR is classified as red due to concurrency changes with data race potential",
"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