Guide · Job Seekers
Claude skills for a job search: how to choose by stage
A job search is a project, not a single task: target the right roles, build the materials, apply, interview, negotiate. Each stage fails for different reasons, and the most common mistake — mass-applying with one generic resume — is a targeting and materials problem, not a volume problem. This guide maps job-search skills to those stages so you can fix the stage you are actually stuck at.
Candidates come from the Job Seekers topic, ranked by observed demand. Nothing here is career, legal, or immigration advice; hiring processes vary by company and country.
Quick scan: which stage needs a skill
| Stage | What to look for | Watch out for |
|---|---|---|
| Target | Filters roles by fit, not by title alone | Applying to everything that matches one word |
| Materials | Tailors a resume to a specific posting | Inventing experience to match keywords |
| Apply | Tracks applications and stages | A tracker you never update |
| Interview | Builds answers from your own examples | Scripted answers that sound generic |
| Negotiate | Frames a range and a rationale | Advice that ignores your market |
| Network | Drafts outreach that is specific | Copy-paste messages at scale |
Choose by stage
Target: narrow before you apply
Targeting skills help you decide which roles, at which companies, and why you. The value is the filter: a skill that returns fifty matches has not helped you choose. Prefer one that reasons about fit against your actual background, and that you can adjust as you learn what the market responds to.
Materials: tailor, do not inflate
Material skills generate and review resumes. The useful split is between a tailoring skill, which adapts your real experience to a specific posting's language, and a review skill, which checks structure and clarity. Both should keep the facts true. "ATS-friendly" means readable and relevant — matching the posting's terms in a clear structure — not stuffing keywords. The Resume topic is the deliverable-focused sibling.
Apply: a system you will maintain
A tracker is only useful if you update it. Job-search command-center skills combine evaluation, materials, scanning, and tracking. Pick one whose update step is light enough that you will actually do it; an abandoned tracker is worse than a simple list.
Interview: your examples, structured
Interview skills help you turn your own experience into structured answers — the STAR method (situation, task, action, result) is the common frame for behavioral questions, and product or case interviews need a different structure. The test is whether the skill draws answers out of your experience or hands you generic scripts. Generic scripts are audible.
Negotiate: a range and a reason
Negotiation skills help you frame a range, a rationale, and the other terms beyond base pay. Good ones ask about your market and leverage before suggesting a number. Treat any single number as a starting point, not a verdict.
Network: specific over broad
Most roles are filled through people, not postings. Networking skills draft outreach that references something specific; the LinkedIn topic and LinkedIn posts cover the surface where that happens. A message that could have been sent to anyone reads like spam.
How to judge a candidate
- Stage focus: does it own targeting, materials, or interviews, rather than all of them?
- Grounding: does it work from your real experience and a specific posting?
- Truthfulness: does it adapt your facts, or invent ones to match keywords?
- Maintenance: is the tracker or output something you will keep using?
- Data: where does your resume and personal data go? Read the SKILL.md before uploading it.
Where to start
| Stage | Candidate | Shape |
|---|---|---|
| Command center | career-ops | Evaluation, CVs, scanning, tracking, interview prep |
| Full pipeline | career-ops-job-search | Offer evaluation, tailored CVs, portal scanning |
| Resume + ATS | resume-ats-optimizer | Matches a resume to a posting's terms |
| Tailoring | tailored-resume-generator | Builds a resume from a job description |
| Resume review | review-resume | Checks structure and clarity |
| Interview prep | interview-prep-generator | STAR stories and practice questions |
Adjacent topics: Students for first roles and internships, and Developers for engineering-specific interviews.
Before you install
Frequently asked questions
Can a skill get me a job?
No. Skills help you do the work faster — tailor a resume, prepare answers, track applications. They do not replace a qualified application, a referral, or a hiring decision, and no skill can guarantee an interview or an offer.
What does "ATS-friendly" actually mean?
Applicant tracking systems parse resumes into fields. An ATS-focused skill usually means matching the job description's terms, using a clear structure, and avoiding layouts a parser cannot read. It is about being readable and relevant, not gaming a system.
Is it okay to let a skill rewrite my resume?
Use it to draft, then edit. Keep the facts true, keep your voice, and check every claim. A resume is a document a stranger will judge you on, so the final pass should be yours.
Reviewed, not endorsed.These guides explain how to compare skills. They are not a recommendation or a security guarantee. Read each skill's own SKILL.md before installing it. How this index works