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Generate affiliate performance reports with KPIs and recommendations.
Passed 18 of 22 test cases with the skill, and 10 of 22 without it.
and 9 more in the full report
8 fixed10 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
Partner Mainstay generated 4,000 clicks, 200 conversions, and $4,000 in revenue ($1.00 EPC) last month, leading both volume and efficiency across my account. What status label and primary action should be assigned?
| Checked | Without skill | With skill |
|---|---|---|
| Assigns the taxonomy label Star or star to Partner Mainstay. | Missed | Passed |
| Recommends doubling down on traffic scale for Partner Mainstay. | Missed | Passed |
The instructions your model reads when the skill loads.
Generate weekly or monthly affiliate performance reports — earnings, clicks, conversions, EPC, top performers, underperformers, and trend analysis. Output is a Markdown report with KPI dashboard, program rankings, and actionable recommendations.
S6: Analytics — Data without analysis is just noise. This skill transforms raw affiliate numbers into insights — which programs are worth your time, which are dragging your portfolio down, and where to focus next. Professional affiliates review performance weekly.
programs:
- name: string # REQUIRED — program name (e.g., "HeyGen")
clicks: number # OPTIONAL — total clicks this period
conversions: number # OPTIONAL — total conversions
revenue: number # OPTIONAL — total commission earned ($)
commission: number # OPTIONAL — commission per sale ($)
spend: number # OPTIONAL — money spent on ads/promotion ($)
period: string # OPTIONAL — "week" | "month" | "quarter"
# Default: "month"
goals:
revenue_target: number # OPTIONAL — target revenue for the period ($)
conversion_target: number # OPTIONAL — target conversions
previous_period: # OPTIONAL — last period's data for trend analysis
- name: string
clicks: number
conversions: number
revenue: number
test cases passed, vs 10 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.