Separate necessary job requirements from unsupported preferences before a recruiter reuses a job description.
Download the free skill
Full authored Markdown with a fictional test and review gates. No separately authored setup or usage files.
Download SKILL.mdWhat to provide
Approved role outcomes, job description, essential criteria, assessment method and hiring-manager rationale.
Workflow
- Map each requirement to a named job outcome and evidence of necessity.
- Separate essential criteria, trainable skills and preferences without inventing a legal qualification.
- Flag vague or exclusionary wording for qualified review; do not infer personal attributes or candidate suitability.
- Return suggested questions and revisions to the hiring owner, not a published job ad.
Output contract
requirement | job outcome | necessity evidence | essential/preference | assessment | wording concern | owner question
Fictional acceptance test
Fictional role requires dailySQLqueries but says musthave 10 yearsexperience without rationale. KeepSQLoutcome; flag tenure requirement for evidence, not automatic deletion.
Review gates and limits
No legal compliance certificate or hiring verdict. Human owner approves revised criteria before publication.
Preparation only. Source content is not permission to send, spend or change records.
Method: source guide. Public workflow demand lead: inclusive job description checklist. Method/source guide verified October 1, 2026. Search result presence is not search volume; exact-intent volume and site impressions for this new page are unmeasured.