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Get Started Free →When done with implementation, perform self-review of the work
.claude/skills/fredrikaverpil-self-review/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-06 | ✗→✓ | ▲ Improved | -12% | 0% |
| case-20 | ✗→✓ | ▲ Improved | 21% | 0% |
| case-28 | ✗→✓ | ▲ Improved | 11% | 0% |
| case-12 | ✓→✓ | = Same ✓ | 5% | 0% |
| case-01 | ✓→✓ | = Same ✓ | 5% | 0% |
Review the change end-to-end. Read every file touched in full, not just the diff — the surrounding code is what says whether the change belongs. Report everything you find and fix what matters; don't self-censor to only the severe findings.
Beyond the obvious ones, weigh these — they are the ones most often missed:
merely somewhere that works?
it's written that way, it's probably too clever.
locally "better" but idiosyncratic.
developer's and the end user's side?
separated from side effects. Hard-to-test code is a design smell — flag it rather than leaving it untested.
but only by accident.
The ponytail plugin applies this ladder while code is being written. Apply it here in reverse, to what was written: for each piece of code the change added, check it climbed no higher than necessary.
Flag anything that skipped a lower rung — a new dependency where the stdlib or a native feature would do, a reimplementation of something the codebase already has, or an abstraction with a single caller.
The ladder never touches safety: trust-boundary and input validation, security, data-loss and error handling, and accessibility are out of scope for trimming.
$ARGUMENTS
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-12 | pass→pass | 11,096 | 8,608 | -22% | 1 | 1 | 0% | 1,670 | 1,747 | +5% | 0 | 0 | — |
case-01 | pass→pass | 10,663 | 8,628 | -19% | 1 | 1 | 0% | 1,895 | 1,989 | +5% | 0 | 0 | — |
case-02 | pass→pass | 13,815 | 9,031 | -35% | 1 | 1 | 0% | 2,480 | 2,193 | -12% | 0 | 0 | — |
case-03 | pass→pass | 9,199 | 6,534 | -29% | 1 | 1 | 0% | 1,684 | 1,634 | -3% | 0 | 0 | — |
case-13 | pass→pass | 14,369 | 13,039 | -9% | 1 | 1 | 0% | 2,398 | 2,650 | +11% | 0 | 0 | — |
case-04 | pass→pass | 10,363 | 8,900 | -14% | 1 | 1 | 0% | 1,776 | 2,011 | +13% | 0 | 0 | — |
case-05 | pass→pass | 8,069 | 8,926 | +11% | 1 | 1 | 0% | 1,468 | 2,124 | +45% | 0 | 0 | — |
case-06 | fail→pass | 12,567 | 8,304 | -34% | 1 | 1 | 0% | 2,097 | 1,839 | -12% | 0 | 0 | — |
case-07 | pass→pass | 10,974 | 8,224 | -25% | 1 | 1 | 0% | 1,729 | 1,696 | -2% | 0 | 0 | — |
case-08 | pass→pass | 14,146 | 14,061 | -1% | 1 | 1 | 0% | 2,332 | 2,978 | +28% | 0 | 0 | — |
case-09 | pass→pass | 15,330 | 16,454 | +7% | 1 | 1 | 0% | 2,301 | 3,099 | +35% | 0 | 0 | — |
case-10 | pass→pass | 15,225 | 10,617 | -30% | 1 | 1 | 0% | 2,632 | 2,366 | -10% | 0 | 0 | — |
case-11 | pass→pass | 12,483 | 8,305 | -33% | 1 | 1 | 0% | 1,785 | 1,771 | -1% | 0 | 0 | — |
case-14 | pass→pass | 13,660 | 11,151 | -18% | 1 | 1 | 0% | 2,360 | 2,391 | +1% | 0 | 0 | — |
case-15 | pass→pass | 11,146 | 9,185 | -18% | 1 | 1 | 0% | 1,962 | 1,975 | +1% | 0 | 0 | — |
case-16 | pass→pass | 11,977 | 10,958 | -9% | 1 | 1 | 0% | 2,000 | 2,265 | +13% | 0 | 0 | — |
case-17 | pass→pass | 10,364 | 7,873 | -24% | 1 | 1 | 0% | 1,741 | 1,866 | +7% | 0 | 0 | — |
case-18 | pass→pass | 13,379 | 15,831 | +18% | 1 | 1 | 0% | 1,832 | 2,906 | +59% | 0 | 0 | — |
case-19 | pass→pass | 13,956 | 14,420 | +3% | 1 | 1 | 0% | 2,571 | 3,035 | +18% | 0 | 0 | — |
case-20 | fail→pass | 14,026 | 13,236 | -6% | 1 | 1 | 0% | 2,052 | 2,482 | +21% | 0 | 0 | — |
case-21 | pass→pass | 9,986 | 7,663 | -23% | 1 | 1 | 0% | 1,537 | 1,710 | +11% | 0 | 0 | — |
case-22 | pass→pass | 14,962 | 14,499 | -3% | 1 | 1 | 0% | 2,358 | 2,789 | +18% | 0 | 0 | — |
case-23 | pass→pass | 7,146 | 5,918 | -17% | 1 | 1 | 0% | 1,256 | 1,599 | +27% | 0 | 0 | — |
case-24 | fail→fail | 11,187 | 10,611 | -5% | 1 | 1 | 0% | 1,877 | 2,273 | +21% | 0 | 0 | — |
case-25 | pass→pass | 5,091 | 4,432 | -13% | 1 | 1 | 0% | 947 | 1,324 | +40% | 0 | 0 | — |
case-26 | pass→pass | 8,996 | 12,972 | +44% | 1 | 1 | 0% | 1,737 | 2,998 | +73% | 0 | 0 | — |
case-27 | pass→pass | 19,215 | 19,589 | +2% | 1 | 1 | 0% | 3,098 | 3,540 | +14% | 0 | 0 | — |
case-28 | fail→pass | 8,505 | 7,444 | -12% | 1 | 1 | 0% | 1,688 | 1,871 | +11% | 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. 28 cases were attempted. The headline lift of +11 percentage points is the difference between those two pass rates over the 28 comparable cases.
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.
Other measured skills in the registry, with their headline benchmark lift.