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Get Started Free →Triage and categorize new GitHub issues on watched repos
.claude/skills/paperclipai-issue-triage/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-15 | ✓→✓ | ＝ Same ✓ | -10% | 0% |
| case-22 | ✓→✓ | ＝ Same ✓ | 20% | 0% |
| case-23 | ✓→✓ | ＝ Same ✓ | -2% | 0% |
| case-05 | ✗→✗ | ＝ Same ✗ | -16% | 0% |
| case-01 | ✗→✗ | ＝ Same ✗ | -17% | 0% |
Triages new issues on watched repos — categorizes, labels, prioritizes, and provides initial analysis.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-05 | fail→fail | 14,261 | 11,475 | -20% | 1 | 1 | 0% | 2,090 | 1,758 | -16% | 0 | 0 | — |
case-01 | fail→fail | 13,494 | 10,963 | -19% | 1 | 1 | 0% | 2,323 | 1,926 | -17% | 0 | 0 | — |
case-02 | fail→fail | 7,892 | 8,074 | +2% | 1 | 1 | 0% | 1,308 | 1,233 | -6% | 0 | 0 | — |
case-03 | fail→fail | 8,222 | 8,315 | +1% | 1 | 1 | 0% | 1,459 | 1,483 | +2% | 0 | 0 | — |
case-04 | fail→fail | 11,433 | 8,671 | -24% | 1 | 1 | 0% | 2,090 | 1,391 | -33% | 0 | 0 | — |
case-06 | fail→fail | 13,469 | 8,147 | -40% | 1 | 1 | 0% | 2,140 | 1,497 | -30% | 0 | 0 | — |
case-07 | fail→fail | 10,025 | 8,066 | -20% | 1 | 1 | 0% | 1,651 | 1,242 | -25% | 0 | 0 | — |
case-08 | fail→fail | 12,239 | 7,295 | -40% | 1 | 1 | 0% | 1,953 | 1,225 | -37% | 0 | 0 | — |
case-09 | fail→fail | 9,894 | 11,169 | +13% | 1 | 1 | 0% | 1,736 | 1,865 | +7% | 0 | 0 | — |
case-10 | fail→fail | 11,905 | 10,123 | -15% | 1 | 1 | 0% | 2,015 | 1,839 | -9% | 0 | 0 | — |
case-11 | fail→fail | 10,247 | 9,532 | -7% | 1 | 1 | 0% | 1,837 | 1,731 | -6% | 0 | 0 | — |
case-12 | fail→fail | 6,847 | 4,901 | -28% | 1 | 1 | 0% | 1,232 | 684 | -44% | 0 | 0 | — |
case-13 | fail→fail | 12,444 | 9,260 | -26% | 1 | 1 | 0% | 2,169 | 1,558 | -28% | 0 | 0 | — |
case-14 | fail→fail | 10,301 | 7,916 | -23% | 1 | 1 | 0% | 1,836 | 1,264 | -31% | 0 | 0 | — |
case-15 | pass→pass | 11,224 | 9,620 | -14% | 1 | 1 | 0% | 1,814 | 1,625 | -10% | 0 | 0 | — |
case-16 | fail→fail | 9,436 | 11,392 | +21% | 1 | 1 | 0% | 1,788 | 2,031 | +14% | 0 | 0 | — |
case-17 | fail→fail | 9,547 | 10,088 | +6% | 1 | 1 | 0% | 1,626 | 1,840 | +13% | 0 | 0 | — |
case-18 | fail→fail | 12,959 | 10,696 | -17% | 1 | 1 | 0% | 1,910 | 1,820 | -5% | 0 | 0 | — |
case-19 | fail→fail | 12,226 | 11,372 | -7% | 1 | 1 | 0% | 2,136 | 2,047 | -4% | 0 | 0 | — |
case-20 | fail→fail | 13,455 | 12,313 | -8% | 1 | 1 | 0% | 1,993 | 1,924 | -3% | 0 | 0 | — |
case-21 | fail→fail | 10,704 | 7,352 | -31% | 1 | 1 | 0% | 2,319 | 1,555 | -33% | 0 | 0 | — |
case-22 | pass→pass | 3,966 | 4,603 | +16% | 1 | 1 | 0% | 767 | 918 | +20% | 0 | 0 | — |
case-23 | pass→pass | 10,316 | 9,529 | -8% | 1 | 1 | 0% | 1,854 | 1,826 | -2% | 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. 23 cases were attempted. The headline lift of 0 percentage points is the difference between those two pass rates over the 23 comparable cases. 3 cases got worse with the skill loaded, and they are included in that figure.
Other measured skills in the registry, with their headline benchmark lift.