review-resume

# Review Resume Save one improved version of a base resume as a `Suggested rewrite` variant. The user accepts or discards it in the dashboard. **Never write to the base resume.** Runs after `extract-resume` on upload: extraction is faithful to the PDF, this pass makes the document better. ## Setup Follow `../_shared/setup.md`, then: ```bash curl -fsS -H "authorization: Bearer $JOBPILOT_API_TOKEN" "$JOBPILOT_API/api/resumes/$RESUME_ID" ``` `content: null` → extraction hasn't run; say so and stop. Also `Read` the source PDF (path per `../_shared/setup.md`) - extraction flattens two-column layouts and drops emphasis. ## What to improve For a human screener skimming, and the ATS parsing: - **`summary`** - what they do, at what level, two strongest specifics. Cut anything true of every candidate. - **`basics.headline`** - a role title people search for, not a slogan. - **Bullets** - outcome first, consistent tense, no "Responsible for" / "Worked on" / "Helped with". Remove phrasing repeated across entries - one stock phrase in three roles flattens all three. - **Skill groups** - consolidate. Past ~5 groups it reads as a keyword dump. - **Ordering** - most relevant experience and projects first. Then run the `humanizer` skill in **embedded mode** on the summary and bullets. ## Rules The user sees a diff and clicks accept, so the diff is the guard - not a server check: 1. **Wording, ordering, emphasis, grouping. Never facts.** No employer, date, title, degree, school, o...