review-resume

Rewrites an uploaded resume and saves the improved version as a reviewable suggestion.

73|19|Updated Mar 22, 2026
One-click install
npx skills add https://github.com/suxrobGM/jobpilot --skill review-resume-suxrobgm
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review-resume
Source: https://github.com/suxrobGM/jobpilot/tree/main/plugin/skills/review-resume
Command: npx skills add https://github.com/suxrobGM/jobpilot --skill review-resume-suxrobgm

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Freshly extracted resumes often have weak summaries, vague bullets, and bloated skill lists that hurt both human screening and ATS parsing. This Skill reviews an uploaded resume and produces one improved rewrite the user can accept or discard in the dashboard, without ever touching the original. ## Core Features & Use Cases - Targeted rewriting: Improves the summary, headline, bullet phrasing, skill grouping, and section ordering while strictly preserving every fact, date, title, and employer. - Suggestion-based workflow: Saves the rewrite as a Suggested rewrite variant with a line-by-line diffNotes changelog, so the user reviews a diff and clicks accept or discard. - Humanizer integration: Runs the humanizer skill in embedded mode on the summary and bullets for more natural phrasing. - Use Case: After a candidate uploads their resume and extraction completes, run this Skill to get a tightened, outcome-first version ready for review in the JobPilot dashboard. ## Quick Start Review the resume with ID 12345 and save an improved rewrite as a suggestion for me to accept in the dashboard.

Frequently Asked Questions about review-resume

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I review and improve an uploaded resume automatically?▼

Run the review-resume skill with the resume ID after extraction completes. It fetches the extracted content via the JobPilot API, rewrites weak sections, and saves the result as a Suggested rewrite variant you accept or discard in the dashboard.

Does resume rewriting change my original resume?▼

No, the base resume is never modified. The improved version is saved as a separate variant labeled Suggested rewrite, and the original stays intact until you explicitly accept the suggestion in the dashboard.

Can the rewrite add new achievements or metrics to my resume?▼

No, the skill only changes wording, ordering, emphasis, and grouping. It never invents employers, dates, titles, degrees, or numbers that are absent from the extracted content or the source PDF.

What happens if resume extraction has not run yet?▼

If the API returns null content, extraction has not completed and the skill stops with a message saying so. Run the extract-resume skill first, then invoke the review pass.

Why did saving the resume variant return a 400 error?▼

A 400 response means the submitted content does not match the ResumeData schema. The content must be the full ResumeData object with every field carried over from extraction; fix the shape and resend the request.