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
- Extract must-have and nice-to-have requirements from the job description.
- Score resume coverage against the keyword template.
- Rewrite bullets to emphasize outcome, scope, and tools without fabricating claims.
- Generate a gap analysis and interview evidence map.
- 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.