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Get Started Free →Standard template + checklist for scoping market research projects.
.claude/skills/gtmagents-research-brief-blueprint/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✓→✗ | ▼ Worse | 5% | 0% |
| case-02 | ✓→✓ | ＝ Same ✓ | 18% | 0% |
| case-03 | ✓→✓ | ＝ Same ✓ | 4% | 0% |
| case-04 | ✓→✓ | ＝ Same ✓ | -19% | 0% |
| case-05 | ✓→✓ | ＝ Same ✓ | 7% | 0% |
run-market-landscape-study and launch-quantitative-survey to auto-populate briefs.| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | pass→fail | 14,558 | 17,959 | +23% | 1 | 1 | 0% | 2,094 | 2,198 | +5% | 0 | 0 | — |
case-02 | pass→pass | 17,338 | 18,075 | +4% | 1 | 1 | 0% | 2,682 | 3,156 | +18% | 0 | 0 | — |
case-03 | pass→pass | 18,512 | 17,215 | -7% | 1 | 1 | 0% | 2,582 | 2,682 | +4% | 0 | 0 | — |
case-04 | pass→pass | 21,232 | 15,738 | -26% | 1 | 1 | 0% | 3,076 | 2,493 | -19% | 0 | 0 | — |
case-05 | pass→pass | 15,586 | 14,640 | -6% | 1 | 1 | 0% | 2,166 | 2,308 | +7% | 0 | 0 | — |
case-06 | pass→pass | 14,880 | 14,504 | -3% | 1 | 1 | 0% | 2,058 | 2,224 | +8% | 0 | 0 | — |
case-07 | pass→pass | 23,398 | 15,358 | -34% | 1 | 1 | 0% | 3,326 | 2,408 | -28% | 0 | 0 | — |
case-08 | pass→pass | 17,791 | 12,763 | -28% | 1 | 1 | 0% | 2,568 | 2,032 | -21% | 0 | 0 | — |
case-09 | pass→pass | 16,592 | 15,383 | -7% | 1 | 1 | 0% | 2,286 | 2,466 | +8% | 0 | 0 | — |
case-10 | pass→pass | 13,506 | 13,695 | +1% | 1 | 1 | 0% | 1,995 | 2,224 | +11% | 0 | 0 | — |
case-11 | pass→pass | 15,483 | 15,632 | +1% | 1 | 1 | 0% | 2,596 | 2,553 | -2% | 0 | 0 | — |
case-12 | pass→pass | 14,837 | 11,802 | -20% | 1 | 1 | 0% | 2,172 | 2,114 | -3% | 0 | 0 | — |
case-13 | pass→pass | 14,824 | 15,856 | +7% | 1 | 1 | 0% | 2,281 | 2,571 | +13% | 0 | 0 | — |
case-14 | pass→pass | 15,654 | 15,987 | +2% | 1 | 1 | 0% | 2,407 | 2,548 | +6% | 0 | 0 | — |
case-15 | pass→pass | 15,718 | 18,487 | +18% | 1 | 1 | 0% | 2,384 | 3,217 | +35% | 0 | 0 | — |
case-16 | pass→pass | 13,850 | 11,154 | -19% | 1 | 1 | 0% | 2,118 | 2,020 | -5% | 0 | 0 | — |
case-17 | pass→pass | 12,316 | 2,387 | -81% | 1 | 1 | 0% | 1,835 | 671 | -63% | 0 | 0 | — |
case-18 | pass→pass | 15,079 | 13,962 | -7% | 1 | 1 | 0% | 2,012 | 2,180 | +8% | 0 | 0 | — |
case-19 | pass→pass | 8,720 | 9,851 | +13% | 1 | 1 | 0% | 1,772 | 2,048 | +16% | 0 | 0 | — |
case-20 | pass→pass | 4,937 | 5,700 | +15% | 1 | 1 | 0% | 824 | 1,148 | +39% | 0 | 0 | — |
case-21 | pass→pass | 13,453 | 15,506 | +15% | 1 | 1 | 0% | 2,163 | 2,629 | +22% | 0 | 0 | — |
case-22 | pass→pass | 16,741 | 18,121 | +8% | 1 | 1 | 0% | 2,648 | 2,885 | +9% | 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 -100 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.