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Get Started Free →Initialize project with Conductor artifacts (product definition, tech stack, workflow, style guides)
.claude/skills/dokhacgiakhoa-conductor-setup/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-18 | ✗→✓ | ▲ Improved | 12% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 51% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 38% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 21% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -7% | 0% |
Initialize or resume Conductor project setup. This command creates foundational project documentation through interactive Q&A.
resources/implementation-playbook.md.conductor/ directory already exists in the project root:conductor/product.md exists: Ask user whether to resume setup or reinitializeconductor/setup_state.json exists with incomplete status: Offer to resume from last stepconductor/setup_state.json:json { "status": "in_progress", "project_type": "greenfield|brownfield", "current_section": "product|guidelines|tech_stack|workflow|styleguides", "current_question": 1, "completed_sections": [], "answers": {}, "files_created": [], "started_at": "ISO_TIMESTAMP", "last_updated": "ISO_TIMESTAMP" }
CRITICAL RULES:
setup_state.json after each successful step| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-18 | fail→pass | 7,555 | 2,598 | -66% | 1 | 1 | 0% | 1,157 | 1,296 | +12% | 0 | 0 | — |
case-01 | fail→pass | 6,721 | 9,838 | +46% | 1 | 1 | 0% | 1,191 | 1,794 | +51% | 0 | 0 | — |
case-02 | fail→fail | 5,459 | 2,871 | -47% | 1 | 1 | 0% | 346 | 1,352 | +291% | 0 | 0 | — |
case-03 | pass→fail | 5,282 | 4,926 | -7% | 1 | 1 | 0% | 733 | 1,122 | +53% | 0 | 0 | — |
case-04 | fail→pass | 7,100 | 5,807 | -18% | 1 | 1 | 0% | 1,260 | 1,743 | +38% | 0 | 0 | — |
case-05 | pass→pass | 6,617 | 2,743 | -59% | 1 | 1 | 0% | 1,024 | 1,336 | +30% | 0 | 0 | — |
case-06 | fail→pass | 7,477 | 4,305 | -42% | 1 | 1 | 0% | 1,324 | 1,604 | +21% | 0 | 0 | — |
case-07 | pass→pass | 10,897 | 4,273 | -61% | 1 | 1 | 0% | 1,746 | 1,661 | -5% | 0 | 0 | — |
case-08 | fail→pass | 9,054 | 3,010 | -67% | 1 | 1 | 0% | 1,487 | 1,376 | -7% | 0 | 0 | — |
case-09 | fail→pass | 11,938 | 4,410 | -63% | 1 | 1 | 0% | 2,161 | 1,756 | -19% | 0 | 0 | — |
case-10 | fail→fail | 4,773 | 4,882 | +2% | 1 | 1 | 0% | 718 | 1,690 | +135% | 0 | 0 | — |
case-11 | fail→fail | 4,510 | 3,788 | -16% | 1 | 1 | 0% | 692 | 1,477 | +113% | 0 | 0 | — |
case-12 | pass→pass | 8,107 | 4,001 | -51% | 1 | 1 | 0% | 1,319 | 1,448 | +10% | 0 | 0 | — |
case-13 | fail→pass | 3,984 | 2,207 | -45% | 1 | 1 | 0% | 530 | 1,106 | +109% | 0 | 0 | — |
case-14 | fail→pass | 5,084 | 1,512 | -70% | 1 | 1 | 0% | 846 | 1,126 | +33% | 0 | 0 | — |
case-15 | fail→pass | 6,729 | 2,351 | -65% | 1 | 1 | 0% | 1,046 | 1,252 | +20% | 0 | 0 | — |
case-16 | pass→pass | 6,485 | 2,441 | -62% | 1 | 1 | 0% | 947 | 1,239 | +31% | 0 | 0 | — |
case-17 | fail→pass | 11,248 | 1,313 | -88% | 1 | 1 | 0% | 1,945 | 1,049 | -46% | 0 | 0 | — |
case-19 | fail→pass | 10,137 | 2,583 | -75% | 1 | 1 | 0% | 1,821 | 1,263 | -31% | 0 | 0 | — |
case-20 | fail→fail | 3,024 | 9,165 | +203% | 1 | 1 | 0% | 259 | 2,394 | +824% | 0 | 0 | — |
case-21 | fail→fail | 5,621 | 17,635 | +214% | 1 | 1 | 0% | 222 | 1,096 | +394% | 0 | 0 | — |
case-22 | fail→pass | 10,791 | 13,697 | +27% | 1 | 1 | 0% | 1,863 | 2,925 | +57% | 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, and 20 counted toward the lift figure. The other 2 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +50 percentage points is the difference between those two pass rates over the 20 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.
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.