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": "Hard: discount code validation has TOCTOU race allowing double-use, and fixed_amount discount can produce negative charge amounts",
"type": "weighted_checklist",
"checklist": [
{
"name": "Catches TOCTOU race on discount usage",
"description": "Identifies that validate_discount_code and decrement_discount_uses are separate non-atomic operations — two concurrent requests can both validate the same code (seeing uses_remaining=1), both succeed, and decrement it below zero",
"max_score": 12
},
{
"name": "Catches negative charge amount",
"description": "Identifies that apply_discount for fixed_amount type can produce a negative amount_cents (e.g., $5 discount on $3 charge = -$2.00), which could cause unexpected behavior at the payment gateway",
"max_score": 10
},
{
"name": "Catches decrement-before-charge ordering",
"description": "Identifies that the discount use is decremented before the charge call — if the charge fails, the discount use is consumed but the customer got nothing",
"max_score": 5
},
{
"name": "Risk classified red",
"description": "PR is classified as red due to financial logic with concurrency and correctness issues",
"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