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rate-cvlisted

Rate and critique a CV/resume. Scores it out of 100 against a weighted leadership rubric that adapts to the CV's field (engineering, clinical, teaching, finance, operations), checks ATS parse-ability, quantified impact, and AI-slop, and can match it to a specific job description with a keyword gap list. Use this whenever the user wants a CV or resume rated, scored, graded, reviewed, critiqued, checked against ATS, or matched to a job posting, and also when they ask to improve, tighten, or sanity-check a CV even if they don't literally say "rate". Works on .docx and .txt; pass a job description too for a targeted match.
maccydee/rate-cv · ★ 2 · Data & Documents · score 73
Install: claude install-skill maccydee/rate-cv
# rate-cv **Read the CV's field before scoring.** The rubric is weighted for leadership CVs in any profession: 55 of the 100 points are domain-neutral and the rest have a mapping table for what counts as evidence in engineering, clinical, teaching, finance and operations roles. Name the domain you scored against in the output. A score produced against a rubric you quietly adapted looks comparable to other scores and is not. Score a CV honestly and specifically, then hand back a number that's auditable and fixes that are actionable. Two modes: - **Standalone quality** (no JD): how strong is this CV for engineering-leadership roles, and what would raise it. - **Targeted match** (JD supplied): the above **plus** a separate ATS keyword match and qualification-fit read against that job. The number is a sanity check, not truth — real ATS platforms don't emit a score a recruiter sees, and web tools disagree by ~20 points on the same file. So always lead with the breakdown and the fixes, and say what the score does and doesn't mean. ## Hard rules - **Never coach toward fabrication.** If a job description wants a keyword the candidate can't truthfully claim, report it as a gap; do not suggest inventing experience, titles, or scope. This is the line that separates honest CV help from the tools that quietly tell people to lie. - **Watch for AI-slop** in anything you rewrite: clustered em-dashes, rule-of-three everywhere, tidy-list-with-payoff cadence. If a `natural-writing` skill i