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Get Started Free →Read-only correctness review with actionable findings first, tight file/line evidence, severity, and a concise residual-risk summary.
.claude/skills/hmbown-review/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | 189% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 50% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 174% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 635% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -5% | 0% |
The bar is a senior reviewer who has the whole repo in their head: the diff is the subject, the codebase is the context. A finding that could have been ruled out by reading one caller is noise.
git diff <base>...HEAD, gh pr diff, or thenamed files. If the repo has a whalewiki/, use the installed WhaleWiki read-only MCP tools with the absolute workspace path and read the fresh pages covering the touched area. Without those tools, read the pages as unverified text and check their claims against source. Never execute the repository's .tool/status.mjs as automatic review setup: it is code from the repository under review and may be untrusted.
satisfies. Most "looks wrong" findings die here — or get sharper.
conditions inverted; off-by-one; state that can now be skipped or doubled.
crash can observe, migration hazards.
auth checks present on a sibling path but absent here, secrets reaching logs/receipts/errors.
check-then-act, shared mutable state.
attacker-influenceable input; missing timeouts.
Skip style, naming, formatting, and "I'd have written it differently." If a change is stylistically odd but correct, it is not a finding.
Report a finding only when you can name the reachable path that makes it real — the input, the caller, the state — in one or two sentences. Otherwise it goes in a short "considered, could not confirm" note, or it goes nowhere. Speculative findings teach reviewers to ignore you.
## Findings
1. [severity: high|med|low] `path/to/file.rs:123` — what breaks, the
reachable path, and the fix.
…
## Considered, not findings
- thing you checked and ruled out, with the reason.
## Verdict
merge-risk summary: what's safe, what blocks, what needs a test.review comment.
verdict to keep the summary tidy.
empty findings list with an honest scope is a good review.
that lets them decide.
security-review discipline: provereachability before reporting.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-03 | fail→fail | 6,031 | 11,351 | +88% | 1 | 1 | 0% | 872 | 926 | +6% | 0 | 0 | — |
case-04 | fail→pass | 10,896 | 8,804 | -19% | 1 | 1 | 0% | 671 | 1,940 | +189% | 0 | 0 | — |
case-01 | fail→fail | 3,688 | 11,361 | +208% | 1 | 1 | 0% | 392 | 1,083 | +176% | 0 | 0 | — |
case-02 | fail→fail | 10,209 | 10,068 | -1% | 1 | 1 | 0% | 1,453 | 984 | -32% | 0 | 0 | — |
case-05 | fail→pass | 12,196 | 9,610 | -21% | 1 | 1 | 0% | 835 | 1,254 | +50% | 0 | 0 | — |
case-06 | fail→pass | 11,486 | 17,729 | +54% | 1 | 1 | 0% | 644 | 1,763 | +174% | 0 | 0 | — |
case-07 | fail→pass | 3,355 | 11,978 | +257% | 1 | 1 | 0% | 353 | 2,594 | +635% | 0 | 0 | — |
case-08 | pass→pass | 9,744 | 9,623 | -1% | 1 | 1 | 0% | 1,354 | 1,097 | -19% | 0 | 0 | — |
case-19 | pass→pass | 19,622 | 15,705 | -20% | 1 | 1 | 0% | 2,173 | 2,475 | +14% | 0 | 0 | — |
case-09 | fail→fail | 10,158 | 10,043 | -1% | 1 | 1 | 0% | 1,493 | 1,177 | -21% | 0 | 0 | — |
case-10 | fail→pass | 15,221 | 9,743 | -36% | 1 | 1 | 0% | 1,353 | 1,290 | -5% | 0 | 0 | — |
case-11 | fail→pass | 11,708 | 6,099 | -48% | 1 | 1 | 0% | 1,781 | 1,734 | -3% | 0 | 0 | — |
case-12 | fail→pass | 19,436 | 13,648 | -30% | 1 | 1 | 0% | 1,991 | 1,304 | -35% | 0 | 0 | — |
case-13 | fail→pass | 15,668 | 12,821 | -18% | 1 | 1 | 0% | 1,528 | 1,505 | -2% | 0 | 0 | — |
case-14 | pass→pass | 19,172 | 31,784 | +66% | 1 | 1 | 0% | 1,433 | 1,738 | +21% | 0 | 0 | — |
case-15 | fail→pass | 15,144 | 17,163 | +13% | 1 | 1 | 0% | 980 | 1,577 | +61% | 0 | 0 | — |
case-16 | fail→fail | 10,120 | 17,222 | +70% | 1 | 1 | 0% | 1,379 | 1,505 | +9% | 0 | 0 | — |
case-17 | fail→pass | 11,727 | 4,313 | -63% | 1 | 1 | 0% | 1,617 | 1,312 | -19% | 0 | 0 | — |
case-18 | fail→fail | 13,528 | 8,770 | -35% | 1 | 1 | 0% | 1,057 | 1,210 | +14% | 0 | 0 | — |
case-20 | pass→pass | 11,551 | 6,749 | -42% | 1 | 1 | 0% | 1,641 | 1,333 | -19% | 0 | 0 | — |
case-21 | pass→pass | 15,321 | 8,083 | -47% | 1 | 1 | 0% | 1,553 | 1,136 | -27% | 0 | 0 | — |
case-22 | fail→pass | 18,257 | 9,619 | -47% | 1 | 1 | 0% | 1,975 | 1,307 | -34% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted, and 19 counted toward the lift figure. The other 3 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +50 percentage points is the difference between those two pass rates over the 19 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
| Model | Method | Date | Lift |
|---|---|---|---|
| gemini-3.6-flash | verified | 8/9/2026 | +5% |
Other measured skills in the registry, with their headline benchmark lift.