Plan and review paid-media budgets, bidding, pacing, marginal return, forecasts, CPA, ROAS, MER, LTV:CAC, constraints, and allocation across supported platforms.
SkillScore95Maintained
Automatic
◆Marketing & Content pack
Last verified 8/12/2026
What it changes
Passed 21 of 22 test cases with the skill, and 13 of 22 without it.
Without skill59%
With skill95%
Checks it passed that the model alone missed
Establishes warehouse sales capacity limits
Assigns explicit owners for campaign actions
Assigns specific owners to platform budget items
and 11 more in the full report
8 fixed13 passed either way1 still failing0 broke
Pass-rate lift
+36 pp
Tokens
+58%
Agent turns
0%
Response time
+38%
Model gemini-3.6-flashMeasured 8/12/2026v121 of 22 cases passed with skill
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
Our online subscription box has an average order value of $40 with a 70% gross margin. Calculate our target break-even CPA as a single exact dollar value to set as our account-wide limit.
What was checked, without and with the skill
Checked
Without skill
With skill
Includes sensitivity scenarios in the break-even calculation
Missed
Passed
case-06 · gemini-3.6-flash · 8/12/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
Normalize spend and outcomes to comparable windows and definitions.
Calculate break-even boundaries and show formulas, inputs, uncertainty, and
sensitivity cases.
Distinguish committed baseline, controlled experiments, and reserve capacity.
Compare hold, reallocate, scale, reduce, or experiment options using marginal
evidence rather than blended averages alone.
Return a decision-complete plan with platform/campaign amount, timing, owner,
guardrails, success measure, and rollback trigger.
Rules such as 70/20/10, fixed CPA multiples, fixed budget-to-CPA ratios, and fixed
percentage scaling are optional heuristics, never universal authorization.