Form optimization for lead capture, contact, demo request, application, and checkout forms. Covers field-cost analysis, multi-step form design, validation UX, mobile optimization, and A/B testing frameworks.
SkillScore77Maintained
Automatic
◆Marketing & Content pack
Last verified 8/20/2026
What it changes
Passed 17 of 22 test cases with the skill, and 11 of 22 without it.
Without skill50%
With skill77%
Checks it passed that the model alone missed
Includes the CLI flag `--lift 10`.
Includes the CLI flag `--baseline 20`.
Recommends testing the removal of the phone field.
and 6 more in the full report
6 fixed11 passed either way5 still failing0 broke
Pass-rate lift
+27 pp
Tokens
+284%
Agent turns
0%
Response time
+6%
Model gemini-3.6-flashMeasured 8/20/2026v117 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 6
Prompt
We want to run the automated form scoring CLI tool against checkout_form.json and receive structured JSON output. What exact shell command executes this?
case-15 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md480 lines4 filesincludes scripts
Form CRO
Production-grade form optimization framework covering field-cost analysis, layout engineering, multi-step form architecture, validation UX patterns, mobile-specific optimization, and structured A/B test design. Applicable to lead capture, contact, demo request, application, survey, and checkout forms. For signup/registration flows, use signup-flow-cro.
When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conversions," "form friction," "form fields," "form completion rate," or "contact form." For signup/registration forms, see signup-flow-cro. For popups containing forms, see popup-cro.