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ZoolCoderZoolCoder/scoutjobs/skills/cv-check/SKILL.md

cv-check

Skill4 starsChanged 32 days agoMITView on GitHub

Scores the user's CV for ATS readiness and content quality, lists concrete gaps against their target roles (or one tracked job), and logs the result with `scoutjobs cv log` so it shows on the dashboard Profile page. Use when the user says "check my CV", "review my resume", "is my resume ATS friendly", "score my CV against this job", or after scoutjobs-setup when a CV file exists.

The file

We split this skill into the rules it gives an agent

4 rules. About 0 are common, 1 is distinctive, and 3 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈1

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 3

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Only resume.md: scoutjobs cv export renders it as a single-column PDF in the same folder.

    line 19
  2. Distinctive:

    Read the file. PDF and DOCX: use the platform's document reading.

    line 21
  3. Very specific:

    Use the checklist in the resume-ats-optimizer skill (same plugin) as the rubric.

    line 28
  4. Very specific:

    Do not rewrite the CV here.

    line 55

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

CV check

Input: a CV file from $(scoutjobs path)/cv/, profile.md, preferences.md, optionally one tracked job. Output: two scores (0-100), a short verdict, a gap list, logged with scoutjobs cv log.

1. Find the CV

scoutjobs cv files --json
  • Empty: tell the user to drop resume.pdf / resume.docx / resume.md into the printed dir (the folder has a README explaining what goes there). Stop.
  • Only resume.md: scoutjobs cv export renders it as a single-column PDF in the same folder; offer it when the user needs a file to upload.
  • Several files: ask which one, unless the user named it.
  • Read the file. PDF and DOCX: use the platform's document reading; if it cannot be read, ask for a Markdown or text export. Never upload the file anywhere.
  • A PDF: run scoutjobs cv verify <file.pdf> --json first. It checks the page count, the text layer an ATS reads, the e-mail address and date-range dashes on the machine, for no tokens. Use its findings for the layout, contact and hygiene items below instead of judging them yourself.

Also read profile.md (facts) and preferences.md (target roles, seniority, locations). With --job <id> or "against the Stripe job", read scoutjobs job show <id> --json and the saved posting.md in its dir.

2. ATS score (0-100)

Use the checklist in the resume-ats-optimizer skill (same plugin) as the rubric. Score from these, each with a short finding:

  • Parseable layout: single column, no tables/text boxes/headers-footers for key data, standard section titles (Experience, Education, Skills), real text not images. (30)
  • Contact and identity block complete and plain: name, email, phone, location, LinkedIn/GitHub URLs as text. (10)
  • Keyword coverage: skills, tools and role titles that the target roles (or the given job) ask for appear verbatim, including acronyms and spelled-out forms. List the missing ones. (35)
  • Dates and titles consistent, reverse chronological, no unexplained gaps larger than 6 months without a note. (15)
  • File hygiene: sensible file name (firstname-lastname-role.pdf), under 2 pages for under 10 years, under 3 otherwise. (10)

3. Quality score (0-100)

  • Impact: bullets start with a strong verb and carry a number or outcome. Count bullets with and without metrics. (35)
  • Relevance: the top third of page one matches the target role; irrelevant early roles are compressed. (25)
  • Truth: every claim exists in profile.md. Flag anything not in the profile as "unverified" and ask, never delete silently. (20)
  • Clarity: no buzzword lists without evidence, no first person, consistent tense, no typos. (20)

4. Gaps

Up to 8 items, most valuable first, each one actionable in one line: "add 'Kubernetes' to Skills and the Acme bullet", "quantify the migration bullet", "move Education below Experience". Mark the ones that resume-tailor fixes automatically per job versus structural ones the user fixes once in the master CV.

5. Log and report

scoutjobs cv log --file resume.pdf --score 72 --ats 64 --summary "Solid impact bullets; layout uses a two-column table ATS parsers drop" --gaps "single column,add Kubernetes,quantify 3 bullets" [--job 12]

Show the user: both scores, the verdict, the gap list, then the next step: fix the structural gaps in the master CV, then run resume-tailor per job. Suggest scoutjobs session log --kind review --topic "cv check".

Do not rewrite the CV here; resume-tailor does per-job rewrites and keeps every claim traceable to profile.md.

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