Skills on AI

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Resume

Use when asked to write, revise, or tailor a resume (US) or CV (UK/international) — contact info, summary, experience, education, and skills — as the candidate-side document submitted to apply for a role, distinct from a cover letter, which is narrative rather than structured, and tailored against a job description or job posting rather than being one.

A resume is a structured, factual document a candidate submits to apply for a role: who they are, what they've done, and what they can do, organized for a reader who will spend seconds, not minutes, on a first pass. Outside the US, the same core artifact is usually called a CV (curriculum vitae) — same purpose, different regional term, though in academic and research hiring "CV" means something longer: a comprehensive, ever-growing record of publications, grants, teaching, and talks, not a one-to-two-page pitch.

Key components

  • Contact info — name, phone, email, location (city/region is usually enough), and links (portfolio, LinkedIn, GitHub) relevant to the role.
  • Summary or headline — two or three lines pitching who the candidate is and what they're looking for, optional but useful for career changers or senior candidates whose title alone doesn't say enough.
  • Experience — reverse-chronological by default, each role with employer, title, dates, and bullets stated as achievements ("cut onboarding time 40% by rebuilding the intake flow") rather than duties ("responsible for onboarding").
  • Education — degree, institution, and dates; recent graduates lead with this, experienced candidates push it toward the bottom.
  • Skills — a scannable list of concrete, verifiable skills (languages, tools, certifications), not vague traits like "hardworking" or "team player."

Reverse-chronological vs. functional format

  • Reverse-chronological — the default and most trusted format; recruiters and applicant-tracking systems (ATS) parse it most reliably, and it makes career progression easy to follow.
  • Functional or skills-based — groups content by skill area instead of employer timeline. Useful for a genuine career change or to de-emphasize a real gap, but experienced recruiters read it warily because it can look like something (a gap, a short tenure, a demotion) is being hidden — use it deliberately, not as a default.

Tailoring to a specific role

A resume tailored against a specific Job Description or Job Posting beats one generic version sent everywhere: mirror the posting's own terms for skills and tools (so both a human reader and an ATS keyword match recognize the fit), reorder bullets so the most relevant achievements for this role sit at the top of each entry, and cut or shrink experience that has nothing to do with the role being applied for.

Resume vs. cover letter

A resume is structured facts, laid out for fast scanning; a Cover Letter is the narrative companion submitted alongside it, explaining motivation and fit in prose. Neither should just restate the other — the resume shouldn't try to tell a story, and the cover letter shouldn't just re-list the resume's bullets in sentence form.

Common pitfalls

  • One generic resume sent to every role — skips the tailoring step above, and reads as generic to both the recruiter and any ATS keyword match.
  • Duties instead of achievements — "responsible for X" describes a job posting's expectations, not what the candidate actually accomplished; results and numbers are what differentiate candidates.
  • Functional format used to hide a plain job change — raises more suspicion than it resolves when there's no real gap or pivot to explain.
  • Inconsistent dates or formatting — trips up ATS parsing and reads as careless to a human reviewer either way.
  • Wrong length for the context — most non-academic resumes run long past one or two pages by including everything ever done, or run too sparse by omitting real accomplishments.
  • Typos and inconsistent verb tense — past roles in past tense, current role in present tense; small errors here are read as a proxy for overall carefulness.

Learn more

  • Cover Letter for the narrative document submitted alongside a resume.
  • Job Description for the internal role definition a resume is tailored against.
  • Job Posting for the external advertisement a resume is tailored against.

View resume/SKILL.md on GitHub