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Get Started Free →Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.
.claude/skills/lingxling-templates/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -45% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -2% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -60% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -52% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -41% | 0% |
> Quick-start templates for scaffolding new projects.
Read ONLY the template matching user's project type!
| Template | Tech Stack | When to Use | |----------|------------|-------------| | nextjs-fullstack | Next.js + Prisma | Full-stack web app | | nextjs-saas | Next.js + Stripe | SaaS product | | nextjs-static | Next.js + Framer | Landing page | | express-api | Express + JWT | REST API | | python-fastapi | FastAPI | Python API | | react-native-app | Expo + Zustand | Mobile app | | flutter-app | Flutter + Riverpod | Cross-platform | | electron-desktop | Electron + React | Desktop app | | chrome-extension | Chrome MV3 | Browser extension | | cli-tool | Node.js + Commander | CLI app | | monorepo-turborepo | Turborepo + pnpm | Monorepo | | astro-static | Astro + MDX | Blog / Docs |
This skill is applicable to execute the workflow or actions described in the overview.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 11,780 | 21,117 | +79% | 1 | 1 | 0% | 1,994 | 1,096 | -45% | 0 | 0 | — |
case-02 | fail→pass | 7,253 | 1,929 | -73% | 1 | 1 | 0% | 861 | 847 | -2% | 0 | 0 | — |
case-03 | pass→pass | 13,970 | 3,501 | -75% | 1 | 1 | 0% | 2,335 | 1,102 | -53% | 0 | 0 | — |
case-04 | fail→pass | 14,245 | 1,888 | -87% | 1 | 1 | 0% | 1,960 | 788 | -60% | 0 | 0 | — |
case-05 | pass→pass | 11,622 | 3,661 | -68% | 1 | 1 | 0% | 1,942 | 1,145 | -41% | 0 | 0 | — |
case-06 | fail→pass | 9,681 | 1,996 | -79% | 1 | 1 | 0% | 1,665 | 805 | -52% | 0 | 0 | — |
case-11 | pass→pass | 14,483 | 2,780 | -81% | 1 | 1 | 0% | 2,217 | 901 | -59% | 0 | 0 | — |
case-07 | pass→pass | 19,825 | 18,735 | -5% | 1 | 1 | 0% | 2,747 | 3,118 | +14% | 0 | 0 | — |
case-08 | fail→pass | 8,556 | 18,858 | +120% | 1 | 1 | 0% | 1,424 | 846 | -41% | 0 | 0 | — |
case-09 | pass→pass | 14,945 | 8,895 | -40% | 1 | 1 | 0% | 2,367 | 1,957 | -17% | 0 | 0 | — |
case-10 | fail→pass | 11,038 | 1,514 | -86% | 1 | 1 | 0% | 1,601 | 693 | -57% | 0 | 0 | — |
case-12 | fail→pass | 9,112 | 2,414 | -74% | 1 | 1 | 0% | 1,690 | 755 | -55% | 0 | 0 | — |
case-13 | pass→pass | 15,938 | 4,221 | -74% | 1 | 1 | 0% | 2,175 | 972 | -55% | 0 | 0 | — |
case-14 | fail→pass | 5,252 | 1,829 | -65% | 1 | 1 | 0% | 866 | 747 | -14% | 0 | 0 | — |
case-15 | fail→fail | 15,849 | 15,274 | -4% | 1 | 1 | 0% | 2,604 | 2,607 | +0% | 0 | 0 | — |
case-16 | fail→pass | 11,911 | 1,994 | -83% | 1 | 1 | 0% | 1,818 | 721 | -60% | 0 | 0 | — |
case-17 | pass→pass | 9,004 | 5,081 | -44% | 1 | 1 | 0% | 1,436 | 1,389 | -3% | 0 | 0 | — |
case-18 | fail→pass | 12,419 | 1,826 | -85% | 1 | 1 | 0% | 1,671 | 703 | -58% | 0 | 0 | — |
case-19 | pass→pass | 14,493 | 6,827 | -53% | 1 | 1 | 0% | 2,450 | 1,407 | -43% | 0 | 0 | — |
case-20 | fail→pass | 7,634 | 3,128 | -59% | 1 | 1 | 0% | 1,270 | 771 | -39% | 0 | 0 | — |
case-21 | pass→pass | 21,076 | 12,318 | -42% | 1 | 1 | 0% | 2,864 | 2,767 | -3% | 0 | 0 | — |
case-22 | fail→pass | 11,358 | 2,165 | -81% | 1 | 1 | 0% | 1,510 | 726 | -52% | 0 | 0 | — |
case-23 | pass→pass | 12,913 | 6,281 | -51% | 1 | 1 | 0% | 2,129 | 1,287 | -40% | 0 | 0 | — |
case-24 | fail→pass | 9,068 | 2,179 | -76% | 1 | 1 | 0% | 1,311 | 747 | -43% | 0 | 0 | — |
case-25 | fail→pass | 9,143 | 2,751 | -70% | 1 | 1 | 0% | 1,410 | 939 | -33% | 0 | 0 | — |
case-26 | pass→pass | 13,376 | 8,630 | -35% | 1 | 1 | 0% | 2,608 | 2,162 | -17% | 0 | 0 | — |
case-27 | pass→pass | 20,038 | 16,231 | -19% | 1 | 1 | 0% | 3,259 | 2,868 | -12% | 0 | 0 | — |
case-28 | pass→pass | 17,816 | 13,312 | -25% | 1 | 1 | 0% | 2,960 | 2,480 | -16% | 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 +50 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.