Apply 80/20 power-curve thinking to sales, marketing, customers, offers, traffic, time, and operations.
SkillScore82Maintained
Automatic
◆Sales & GTM pack
Last verified 8/16/2026
What it changes
Passed 17 of 21 test cases with the skill, and 11 of 21 without it.
Without skill50%
With skill82%
Checks it passed that the model alone missed
Includes the section header '## Population'.
Includes the section header '## Nested 80/20'.
Includes the table column header 'Rank/Segment'.
and 8 more in the full report
9 fixed9 passed either way2 still failing2 broke
Pass-rate lift
+32 pp
Tokens
+10%
Agent turns
0%
Response time
-17%
Model gemini-3.6-flashMeasured 8/16/2026v118 of 22 cases passed with skill · 21 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 8
Prompt
I run an e-commerce shop and want to figure out which of my 50 product SKUs generated our $200k in net profit over Q3 so I can stop wasting ad spend on low-margin duds. Please review my product data and format the response as an '80/20 Power Curve Analysis'. Provide a Population summary covering items ranked, time frame, metric, and data quality; a markdown table for Power-Curve Findings detailing ranks and outcomes; a Nested 80/20 section pointing out top sub-segments and surprises; and a Recommended Resource Shift section outlining where to pull budget from and where to deploy it.
What was checked, without and with the skill
Checked
Without skill
With skill
Includes the section header '## Population'.
Missed
Passed
Ranks SKUs based on net profit rather than raw unit volume or averages.
Passed
Passed
Recommends shifting ad budget away from low-margin items toward top profit-generating SKUs.
Passed
Passed
case-01 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md102 linessingle file
80/20 Power Curve
Use this skill to find where a small minority of inputs creates most of the
value, cost, waste, demand, or opportunity. It is based on 80/20 Sales and
Marketing by Perry Marshall.
Source Traceability
Primary source: 80/20 Sales and Marketing, chapters 1, 5, 14, and the appendix.
Chapter 1 introduces compounding 80/20 behavior and warns against average
thinking.
Chapter 5 applies the power curve to business opportunity and resource shifts.