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Get Started Free →Configure with aggregation helper operations. Auto-activating skill for Data Analytics. Triggers on: aggregation helper, aggregation helper Part of the Data Analytics skill category. Use when working with aggregation helper functionality. Trigger with phrases like "aggregation helper", "aggregation helper", "aggregation".
.claude/skills/dicklesworthstone-aggregation-helper/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-20 | ✓→✗ | ▼ Worse | 14% | 0% |
| case-21 | ✓→✓ | ＝ Same ✓ | 1% | 0% |
| case-01 | ✓→✓ | ＝ Same ✓ | 42% | 0% |
| case-02 | ✓→✓ | ＝ Same ✓ | 20% | 0% |
| case-03 | ✓→✓ | ＝ Same ✓ | 44% | 0% |
This skill provides automated assistance for aggregation helper tasks within the Data Analytics domain.
This skill activates automatically when you:
Example: Basic Usage Request: "Help me with aggregation helper" Result: Provides step-by-step guidance and generates appropriate configurations
| Error | Cause | Solution | |-------|-------|----------| | Configuration invalid | Missing required fields | Check documentation for required parameters | | Tool not found | Dependency not installed | Install required tools per prerequisites | | Permission denied | Insufficient access | Verify credentials and permissions |
Part of the Data Analytics skill category. Tags: sql, analytics, visualization, statistics, bi
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-21 | pass→pass | 25,696 | 20,047 | -22% | 1 | 1 | 0% | 1,922 | 1,932 | +1% | 0 | 0 | — |
case-01 | pass→pass | 8,910 | 15,666 | +76% | 1 | 1 | 0% | 1,697 | 2,409 | +42% | 0 | 0 | — |
case-02 | pass→pass | 16,086 | 11,210 | -30% | 1 | 1 | 0% | 2,086 | 2,505 | +20% | 0 | 0 | — |
case-03 | pass→pass | 7,913 | 10,388 | +31% | 1 | 1 | 0% | 1,225 | 1,766 | +44% | 0 | 0 | — |
case-04 | pass→pass | 17,081 | 14,239 | -17% | 1 | 1 | 0% | 2,165 | 1,923 | -11% | 0 | 0 | — |
case-05 | pass→pass | 12,956 | 7,338 | -43% | 1 | 1 | 0% | 1,421 | 1,654 | +16% | 0 | 0 | — |
case-06 | pass→pass | 15,686 | 18,921 | +21% | 1 | 1 | 0% | 1,596 | 2,310 | +45% | 0 | 0 | — |
case-07 | pass→pass | 15,852 | 19,273 | +22% | 1 | 1 | 0% | 1,936 | 2,568 | +33% | 0 | 0 | — |
case-08 | pass→pass | 15,524 | 13,100 | -16% | 1 | 1 | 0% | 1,722 | 2,149 | +25% | 0 | 0 | — |
case-09 | pass→pass | 11,604 | 17,214 | +48% | 1 | 1 | 0% | 1,875 | 2,073 | +11% | 0 | 0 | — |
case-10 | pass→pass | 14,114 | 16,237 | +15% | 1 | 1 | 0% | 1,794 | 2,465 | +37% | 0 | 0 | — |
case-11 | fail→fail | 11,743 | 13,924 | +19% | 1 | 1 | 0% | 1,642 | 2,006 | +22% | 0 | 0 | — |
case-12 | pass→pass | 13,285 | 13,179 | -1% | 1 | 1 | 0% | 1,561 | 1,770 | +13% | 0 | 0 | — |
case-13 | pass→pass | 14,415 | 16,493 | +14% | 1 | 1 | 0% | 1,714 | 2,360 | +38% | 0 | 0 | — |
case-14 | pass→pass | 9,466 | 15,947 | +68% | 1 | 1 | 0% | 1,798 | 2,299 | +28% | 0 | 0 | — |
case-15 | pass→pass | 14,178 | 15,277 | +8% | 1 | 1 | 0% | 1,663 | 1,797 | +8% | 0 | 0 | — |
case-16 | pass→pass | 14,252 | 7,108 | -50% | 1 | 1 | 0% | 1,623 | 1,595 | -2% | 0 | 0 | — |
case-17 | pass→pass | 13,487 | 11,893 | -12% | 1 | 1 | 0% | 2,054 | 2,118 | +3% | 0 | 0 | — |
case-18 | pass→pass | 9,986 | 6,819 | -32% | 1 | 1 | 0% | 1,479 | 1,629 | +10% | 0 | 0 | — |
case-19 | pass→pass | 17,567 | 14,676 | -16% | 1 | 1 | 0% | 1,897 | 1,929 | +2% | 0 | 0 | — |
case-20 | pass→fail | 17,655 | 17,706 | +0% | 1 | 1 | 0% | 2,301 | 2,624 | +14% | 0 | 0 | — |
case-22 | pass→pass | 15,357 | 13,973 | -9% | 1 | 1 | 0% | 1,567 | 1,944 | +24% | 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.