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Get Started Free →Configure WiX Toolset for Windows MSI installers
.claude/skills/a5c-ai-wix-toolset-config/SKILL.md| Model | Eval pass | Runs |
|---|---|---|
| gemini-3.6-flash | 100% | 60 |
| gemini-3.1-pro-preview | 100% | 2 |
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 8% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -12% | 0% |
| case-16 | ✗→✓ | ▲ Improved | 70% | 0% |
| case-02 | ✓→✓ | ＝ Same ✓ | 3% | 0% |
| case-03 | ✓→✓ | ＝ Same ✓ | 29% | 0% |
Configure WiX Toolset for creating Windows MSI installers with proper component structure and features.
json{ "type": "object", "properties": { "projectPath": { "type": "string" }, "productName": { "type": "string" }, "version": { "type": "string" }, "manufacturer": { "type": "string" }, "upgradeCode": { "type": "string" } }, "required": ["projectPath", "productName", "version"] }
xml<?xml version="1.0" encoding="UTF-8"?> <Wix xmlns="http://schemas.microsoft.com/wix/2006/wi"> <Product Id="*" Name="My Application" Version="1.0.0.0" Manufacturer="My Company" Language="1033" UpgradeCode="PUT-GUID-HERE"> <Package InstallerVersion="200" Compressed="yes" InstallScope="perMachine"/> <MajorUpgrade DowngradeErrorMessage="A newer version is already installed."/> <MediaTemplate EmbedCab="yes"/> <Feature Id="ProductFeature" Title="My Application" Level="1"> <ComponentGroupRef Id="ProductComponents"/> </Feature> </Product> <Fragment> <Directory Id="TARGETDIR" Name="SourceDir"> <Directory Id="ProgramFilesFolder"> <Directory Id="INSTALLFOLDER" Name="MyApplication"/> </Directory> </Directory> </Fragment> <Fragment> <ComponentGroup Id="ProductComponents" Directory="INSTALLFOLDER"> <Component Id="MainExecutable"> <File Source="$(var.SourceDir)\MyApp.exe"/> </Component> </ComponentGroup> </Fragment> </Wix>
nsis-installer-generatormsix-package-generator| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 8,456 | 6,142 | -27% | 1 | 1 | 0% | 1,804 | 1,955 | +8% | 0 | 0 | — |
case-02 | pass→pass | 7,919 | 4,913 | -38% | 1 | 1 | 0% | 1,531 | 1,576 | +3% | 0 | 0 | — |
case-03 | pass→pass | 4,450 | 3,031 | -32% | 1 | 1 | 0% | 876 | 1,130 | +29% | 0 | 0 | — |
case-04 | pass→pass | 7,765 | 4,441 | -43% | 1 | 1 | 0% | 1,643 | 1,420 | -14% | 0 | 0 | — |
case-05 | pass→pass | 4,715 | 2,718 | -42% | 1 | 1 | 0% | 884 | 1,025 | +16% | 0 | 0 | — |
case-06 | pass→pass | 5,150 | 4,214 | -18% | 1 | 1 | 0% | 901 | 1,292 | +43% | 0 | 0 | — |
case-07 | pass→pass | 7,714 | 4,074 | -47% | 1 | 1 | 0% | 1,378 | 1,261 | -8% | 0 | 0 | — |
case-08 | pass→pass | 3,084 | 2,582 | -16% | 1 | 1 | 0% | 534 | 948 | +78% | 0 | 0 | — |
case-09 | fail→pass | 9,503 | 5,182 | -45% | 1 | 1 | 0% | 1,870 | 1,639 | -12% | 0 | 0 | — |
case-10 | pass→pass | 9,612 | 4,268 | -56% | 1 | 1 | 0% | 1,542 | 1,279 | -17% | 0 | 0 | — |
case-11 | pass→pass | 5,262 | 3,705 | -30% | 1 | 1 | 0% | 911 | 1,152 | +26% | 0 | 0 | — |
case-12 | pass→pass | 3,202 | 4,115 | +29% | 1 | 1 | 0% | 542 | 1,149 | +112% | 0 | 0 | — |
case-13 | pass→pass | 6,517 | 3,761 | -42% | 1 | 1 | 0% | 1,275 | 1,185 | -7% | 0 | 0 | — |
case-14 | pass→pass | 5,203 | 3,705 | -29% | 1 | 1 | 0% | 979 | 1,130 | +15% | 0 | 0 | — |
case-15 | pass→pass | 7,390 | 5,817 | -21% | 1 | 1 | 0% | 1,472 | 1,421 | -3% | 0 | 0 | — |
case-16 | fail→pass | 6,775 | 8,896 | +31% | 1 | 1 | 0% | 1,273 | 2,163 | +70% | 0 | 0 | — |
case-17 | pass→pass | 3,241 | 4,080 | +26% | 1 | 1 | 0% | 653 | 1,360 | +108% | 0 | 0 | — |
case-18 | pass→pass | 10,930 | 7,877 | -28% | 1 | 1 | 0% | 1,841 | 2,050 | +11% | 0 | 0 | — |
case-19 | pass→pass | 11,696 | 8,401 | -28% | 1 | 1 | 0% | 2,467 | 2,694 | +9% | 0 | 0 | — |
case-20 | pass→pass | 11,960 | 10,644 | -11% | 1 | 1 | 0% | 2,474 | 2,720 | +10% | 0 | 0 | — |
case-21 | pass→pass | 10,023 | 7,613 | -24% | 1 | 1 | 0% | 2,077 | 2,246 | +8% | 0 | 0 | — |
case-22 | pass→pass | 8,342 | 6,182 | -26% | 1 | 1 | 0% | 1,614 | 1,732 | +7% | 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 +14 percentage points is the difference between those two pass rates over the 22 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.