LinkedIn Profile — audit, then rewrite the parts that pay

A profile is not a CV. A CV is read by someone who already decided to consider you; a profile is read by someone deciding whether to. Three readers, in descending volume: the scanner (three seconds, from your comment on someone else's post — sees photo and headline only), the evaluator (forty seconds — headline, half the About, Featured), the decider (minutes — everything). Almost all traffic is the scanner. Almost all conversion is the decider.

Workflow

1. Audit before rewriting. Ask them to describe their profile section by section, or have them fill assets/profile_worksheet.md, then:

python3 scripts/profile_completeness_auditor.py --input profile.json --output human