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.claude/skills/devin-axis-context7-docs-research/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-20 | ✓→✓ | ＝ Same ✓ | 49% | 0% |
| case-21 | ✓→✓ | ＝ Same ✓ | 13% | 0% |
| case-22 | ✓→✓ | ＝ Same ✓ | -19% | 0% |
| case-01 | ✗→✗ | ＝ Same ✗ | 2% | 0% |
| case-02 | ✗→✗ | ＝ Same ✗ | 2% | 0% |
Do not mix examples from incompatible major versions or claim undocumented behavior as guaranteed.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-20 | pass→pass | 29,045 | 40,959 | +41% | 1 | 1 | 0% | 4,912 | 7,338 | +49% | 0 | 0 | — |
case-01 | fail→fail | 21,419 | 21,453 | +0% | 1 | 1 | 0% | 3,040 | 3,100 | +2% | 0 | 0 | — |
case-02 | fail→fail | 23,785 | 22,919 | -4% | 1 | 1 | 0% | 3,165 | 3,236 | +2% | 0 | 0 | — |
case-03 | fail→fail | 13,302 | 13,463 | +1% | 1 | 1 | 0% | 1,409 | 1,596 | +13% | 0 | 0 | — |
case-04 | fail→fail | 15,545 | 16,621 | +7% | 1 | 1 | 0% | 1,955 | 2,319 | +19% | 0 | 0 | — |
case-05 | fail→fail | 16,629 | 17,302 | +4% | 1 | 1 | 0% | 2,232 | 2,520 | +13% | 0 | 0 | — |
case-06 | fail→fail | 14,894 | 14,818 | -1% | 1 | 1 | 0% | 1,752 | 1,771 | +1% | 0 | 0 | — |
case-07 | fail→fail | 14,988 | 13,048 | -13% | 1 | 1 | 0% | 1,528 | 1,516 | -1% | 0 | 0 | — |
case-08 | fail→fail | 16,912 | 24,423 | +44% | 1 | 1 | 0% | 2,104 | 2,064 | -2% | 0 | 0 | — |
case-09 | fail→fail | 9,363 | 10,779 | +15% | 1 | 1 | 0% | 636 | 1,020 | +60% | 0 | 0 | — |
case-10 | fail→fail | 21,989 | 19,447 | -12% | 1 | 1 | 0% | 2,866 | 2,508 | -12% | 0 | 0 | — |
case-11 | fail→fail | 16,014 | 12,862 | -20% | 1 | 1 | 0% | 1,858 | 1,519 | -18% | 0 | 0 | — |
case-12 | fail→fail | 14,102 | 12,919 | -8% | 1 | 1 | 0% | 1,654 | 1,517 | -8% | 0 | 0 | — |
case-13 | fail→fail | 15,990 | 15,907 | -1% | 1 | 1 | 0% | 1,711 | 1,958 | +14% | 0 | 0 | — |
case-14 | fail→fail | 16,718 | 13,441 | -20% | 1 | 1 | 0% | 1,921 | 1,634 | -15% | 0 | 0 | — |
case-15 | fail→fail | 14,145 | 13,444 | -5% | 1 | 1 | 0% | 1,699 | 1,614 | -5% | 0 | 0 | — |
case-16 | fail→fail | 14,507 | 14,352 | -1% | 1 | 1 | 0% | 1,759 | 1,848 | +5% | 0 | 0 | — |
case-17 | fail→fail | 16,281 | 10,901 | -33% | 1 | 1 | 0% | 1,910 | 999 | -48% | 0 | 0 | — |
case-18 | fail→fail | 10,471 | 11,118 | +6% | 1 | 1 | 0% | 945 | 1,095 | +16% | 0 | 0 | — |
case-19 | fail→fail | 20,449 | 16,844 | -18% | 1 | 1 | 0% | 2,748 | 2,349 | -15% | 0 | 0 | — |
case-21 | pass→pass | 16,379 | 16,761 | +2% | 1 | 1 | 0% | 2,138 | 2,414 | +13% | 0 | 0 | — |
case-22 | pass→pass | 14,880 | 12,121 | -19% | 1 | 1 | 0% | 1,785 | 1,449 | -19% | 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. The headline lift of 0 percentage points is the difference between those two pass rates over the 22 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.
Other measured skills in the registry, with their headline benchmark lift.