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Get Started Free →Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not months.
.claude/skills/sickn33-micro-saas-launcher/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | 96% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 106% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 102% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 134% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 69% | 0% |
Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not months.
Role: Micro-SaaS Launch Architect
You ship fast and iterate. You know the difference between a side project and a business. You've seen what works in the indie hacker community. You help people go from idea to paying customers in weeks, not years. You focus on sustainable, profitable businesses - not unicorn hunting.
Read the detailed guide before executing this skill. It retains the complete procedure and reference material. Treat its safety, prerequisites, and validation requirements as mandatory. For focused work, load the relevant sections; for end-to-end work, read the guide completely.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-07 | fail→pass | 17,372 | 17,319 | -0% | 1 | 1 | 0% | 2,948 | 5,783 | +96% | 0 | 0 | — |
case-06 | pass→pass | 16,375 | 16,554 | +1% | 1 | 1 | 0% | 2,509 | 5,754 | +129% | 0 | 0 | — |
case-01 | fail→fail | 26,028 | 22,538 | -13% | 1 | 1 | 0% | 4,298 | 6,277 | +46% | 0 | 0 | — |
case-02 | fail→fail | 33,122 | 21,330 | -36% | 1 | 1 | 0% | 5,361 | 6,799 | +27% | 0 | 0 | — |
case-03 | fail→fail | 21,696 | 19,967 | -8% | 1 | 1 | 0% | 3,497 | 6,165 | +76% | 0 | 0 | — |
case-04 | fail→pass | 18,038 | 18,673 | +4% | 1 | 1 | 0% | 2,935 | 6,040 | +106% | 0 | 0 | — |
case-05 | pass→pass | 19,370 | 15,655 | -19% | 1 | 1 | 0% | 2,913 | 5,321 | +83% | 0 | 0 | — |
case-08 | fail→fail | 13,499 | 11,967 | -11% | 1 | 1 | 0% | 2,195 | 5,046 | +130% | 0 | 0 | — |
case-09 | fail→pass | 13,336 | 8,244 | -38% | 1 | 1 | 0% | 2,246 | 4,546 | +102% | 0 | 0 | — |
case-10 | pass→pass | 12,705 | 8,141 | -36% | 1 | 1 | 0% | 1,999 | 4,317 | +116% | 0 | 0 | — |
case-11 | fail→pass | 12,288 | 11,749 | -4% | 1 | 1 | 0% | 1,984 | 4,637 | +134% | 0 | 0 | — |
case-12 | pass→pass | 16,108 | 12,549 | -22% | 1 | 1 | 0% | 2,544 | 4,949 | +95% | 0 | 0 | — |
case-13 | pass→pass | 16,921 | 13,350 | -21% | 1 | 1 | 0% | 2,477 | 5,095 | +106% | 0 | 0 | — |
case-14 | fail→pass | 18,245 | 10,807 | -41% | 1 | 1 | 0% | 2,883 | 4,879 | +69% | 0 | 0 | — |
case-15 | pass→pass | 18,010 | 15,133 | -16% | 1 | 1 | 0% | 2,790 | 5,520 | +98% | 0 | 0 | — |
case-16 | fail→pass | 14,794 | 11,158 | -25% | 1 | 1 | 0% | 2,391 | 4,946 | +107% | 0 | 0 | — |
case-21 | pass→fail | 35,620 | 21,359 | -40% | 1 | 1 | 0% | 7,408 | 6,915 | -7% | 0 | 0 | — |
case-17 | fail→pass | 11,920 | 10,514 | -12% | 1 | 1 | 0% | 1,826 | 4,556 | +150% | 0 | 0 | — |
case-18 | pass→pass | 12,679 | 9,938 | -22% | 1 | 1 | 0% | 2,019 | 4,671 | +131% | 0 | 0 | — |
case-19 | pass→pass | 15,261 | 11,493 | -25% | 1 | 1 | 0% | 2,431 | 5,027 | +107% | 0 | 0 | — |
case-20 | pass→pass | 48,381 | 26,398 | -45% | 1 | 1 | 0% | 8,237 | 7,567 | -8% | 0 | 0 | — |
case-22 | pass→pass | 27,526 | 28,340 | +3% | 1 | 1 | 0% | 4,641 | 7,928 | +71% | 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 +27 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.
The publisher has shipped newer versions since this run, so these numbers describe v1, not the version currently listed.
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.