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// execute

signup-flow-optimizer

Signup Flow Optimizer

Execute engineStarter
bash
$npx skills add sarojkjha/aaj-marketing-skills --skill signup-flow-optimizer

// when to use it

Cut friction from signup by scoring each field and step against the value the user hasn't seen yet. Identifies which fields to drop, defer, or defaults, and reorders the flow so commitment escalates with perceived value — not before it.

// what you give

The current signup flow field-by-field, step-level drop-off rates, what value the user has seen at each step, and which fields are truly required vs collected out of habit.

// what you get

A per-field keep/defer/drop decision with rationale, a reordered flow spec, the specific friction each change removes, and the conversion lift to test.

// see it run

agent · execute
$
view engine source

Examples

// prompt

node resources/friction-score.js --fields 7 --steps 3 --card-upfront

// result

AAJ · SIGNUP FRICTION SCORE
  Friction score     24/100
  BLOCKING — the flow is the reason conversion is low

WHERE THE SCORE WENT
  Required fields    7  −32
  Steps              3  −16
  Friction items     1  −28

// faq

// human in the loop

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