linkedin-job-search-skill

Searches LinkedIn Jobs from a seed JD and resume, then ranks matches into a tiered shortlist.

445|47|Updated Jul 1, 2026
One-click install
npx skills add https://github.com/yanliudesign/offer-toolkit-skill --skill linkedin-job-search-skill-yanliudesign
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: linkedin-job-search-skill
Source: https://github.com/yanliudesign/offer-toolkit-skill/tree/main/job-search-skill
Command: npx skills add https://github.com/yanliudesign/offer-toolkit-skill --skill linkedin-job-search-skill-yanliudesign

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Manually searching LinkedIn for relevant openings produces scattered, duplicated results with no evidence-based ranking. This Skill turns one seed job description plus your resume into a deduplicated, evidence-scored shortlist of roles worth applying to. ## Core Features & Use Cases - Search Profile Extraction: Builds a structured target profile (titles, level, locations, core capabilities, exclusions) from your seed JD and resume, using only facts evidenced in the resume. - Query Matrix & Deduplication: Generates 6-10 complementary LinkedIn search queries, collects candidates, and deduplicates by canonical job URL or company/title/location. - Two-Stage Evidence Ranking: Fast-filters all candidates, then deep-scores the top 10 against a ranking rubric, producing Tier A/B/C recommendations with resume evidence, risks, and next steps. - Use Case: You found a Senior Product Designer JD you like. Provide it with your resume, and receive a Markdown shortlist of 5-10 similar LinkedIn roles posted in the last 7 days, each with match evidence and a direct job link. ## Quick Start Use this seed JD and my resume to find matching LinkedIn jobs posted in the last 7 days in my target locations and rank them into a shortlist.

Frequently Asked Questions about linkedin-job-search-skill

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find LinkedIn jobs similar to a specific job description?▼

Provide one seed job description plus your resume. The Skill extracts a target profile, generates 6-10 complementary LinkedIn search queries, collects and deduplicates results, then returns a ranked shortlist of 5-10 roles with direct job links.

How does LinkedIn job matching rank candidates against my resume?▼

Ranking uses a two-stage process: a fast filter on hard constraints, title fit, and keyword hits, then a deep score of the top 10 comparing each JD's Must Have requirements against concrete resume evidence. Scores are shown as ranges like 72-82%, not false-precision points.

Can this tool automatically apply to LinkedIn jobs for me?▼

No. It only searches, reads public job information, deduplicates, ranks, and recommends. It never clicks Apply, fills forms, sends messages, or handles LinkedIn passwords, cookies, or session tokens.

What happens if LinkedIn is blocked or requires login?▼

It stops that path instead of bypassing login walls or CAPTCHAs. It falls back to public web search limited to linkedin.com/jobs/view, or outputs clickable LinkedIn query URLs, and clearly marks that live collection was not completed.

What inputs do I need to start a LinkedIn job search?▼

Ideally one seed job description (link or full text) plus your resume in PDF, Word, or text form. Without a seed JD, you can provide 2-3 target titles and a direction statement, though the search profile will be flagged as lower confidence.