Job Hunt Pipeline
Score every posting 1-5 against your CV, draft tailored applications for the top matches.
Works with: Claude Code, Codex, Cursor, Muse · Version 1.0 · Needs: Your CV or resume as text, plus the job postings (links or pasted text).
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Preview

Sample output
An example of what this Skill produces. Sample content, shown for illustration.
Job hunt shortlist — sample 5 — Senior PM, Growth @ Northwind Labs Why: role, skills and terms all line up; activation work matches the CV exactly. Matched: a/b testing, activation, funnel, growth, sql, looker · Missing: none blocking. 4 — Staff Product Manager @ Datawise Why: strong overlap on SQL/Python/analytics; one seniority stretch to close. Gap plan: frame the staff scope via the cross-team analytics program led last year. Cover note (excerpt): "Your growth roadmap role reads like my last four years: I owned the growth roadmap for a B2B SaaS analytics product and lifted activation from 18% to 34%…"
What you get
- Keyword screening across all postings in seconds
- A 1-5 scored shortlist with written reasons per posting
- Tailored cover notes, interview talking points and gap plans for top matches
- An application tracker: queued, applied, interviewing, offer
About this Skill
Turns a pile of job postings into a focused application pipeline: screens postings against your background, scores each 1-5 with written reasons, drafts tailored cover notes and interview talking points for the top matches, and keeps an applied/interviewing/offer tracker so nothing falls through.
Try it
Here are 12 postings I saved this week and my CV. Score them, draft my application for the top two, and set up the tracker.
Good fit
- Prioritizing which postings are worth your time
- Writing tailored cover notes that cite real CV facts
- Keeping an application pipeline from leaking
Not for
- Auto-submitting applications without your review
- Fabricating qualifications you don't have
How to install
- Copy the install prompt into your agent:
Read https://skillu.dev/install/agent.md, then install the Job Hunt Pipeline skill (job-hunt-pipeline). - Or download the Skill package from this page after launch and place its folder in your agent’s skills directory.
- Call it with a slash command, e.g.
/job-hunt-pipeline, and describe what you want in plain words.
FAQ
How is the 1-5 score decided?
Four dimensions — role fit, skill overlap, seniority match, and terms — each scored briefly, then a total. A 5 needs every dimension at 4 or above; a 4 tolerates one 3. No score ships without written reasons.
Does it apply to jobs for me automatically?
No. It prepares the scored shortlist, the tailored drafts, and the tracker — you review and submit. Applications stay your decision.