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resume-job-match-lab

Tailor resumes and project bullets to a target role, quantify gaps, and

Stars
15
Source
dvcrn/openclaw-skills-marketplace
Updated
2026-05-29
Slug
dvcrn--openclaw-skills-marketplace--resume-job-match-lab
View on GitHubRaw SKILL.md

// install — copy + paste into any project

mkdir -p .claude/skills && curl -fsSL https://raw.githubusercontent.com/dvcrn/openclaw-skills-marketplace/HEAD/plugins/52yuanchangxing--resume-job-match-lab/skills/resume-job-match-lab/SKILL.md -o .claude/skills/resume-job-match-lab.md

Drops the SKILL.md into .claude/skills/resume-job-match-lab.md. Works with Claude Code, Cursor, and any agent that loads SKILL.md files from .claude/skills/.

Resume Job Match Lab

Purpose

Tailor resumes and project bullets to a target role, quantify gaps, and prepare an interview-ready evidence map.

Trigger phrases

  • 简历匹配岗位
  • tailor my resume
  • ATS 优化
  • job match analysis
  • 面试证据图

Ask for these inputs

  • resume text
  • job description
  • target seniority
  • region/industry
  • portfolio or projects if any

Workflow

  1. Extract must-have and nice-to-have requirements from the job description.
  2. Score resume coverage against the keyword template.
  3. Rewrite bullets to emphasize outcome, scope, and tools without fabricating claims.
  4. Generate a gap analysis and interview evidence map.
  5. Return both a conservative ATS version and a human-friendly version.

Output contract

  • match scorecard
  • rewritten bullets
  • gap analysis
  • interview evidence map

Files in this skill

  • Script: {baseDir}/scripts/resume_match.py
  • Resource: {baseDir}/resources/ats_keywords_template.csv

Operating rules

  • Be concrete and action-oriented.
  • Prefer preview / draft / simulation mode before destructive changes.
  • If information is missing, ask only for the minimum needed to proceed.
  • Never fabricate metrics, legal certainty, receipts, credentials, or evidence.
  • Keep assumptions explicit.

Suggested prompts

  • 简历匹配岗位
  • tailor my resume
  • ATS 优化

Use of script and resources

Use the bundled script when it helps the user produce a structured file, manifest, CSV, or first-pass draft. Use the resource file as the default schema, checklist, or preset when the user does not provide one.

Boundaries

  • This skill supports planning, structuring, and first-pass artifacts.
  • It should not claim that files were modified, messages were sent, or legal/financial decisions were finalized unless the user actually performed those actions.

Compatibility notes

  • Directory-based AgentSkills/OpenClaw skill.
  • Runtime dependency declared through metadata.openclaw.requires.
  • Helper script is local and auditable: scripts/resume_match.py.
  • Bundled resource is local and referenced by the instructions: resources/ats_keywords_template.csv.