resume-job-match-lab

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

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.