Draft and iteratively refine job descriptions against red line compliance rubrics.
npx skills add https://github.com/RambleRainbow/jd --skill jd-writing-ramblerainbow
Please help me install this Agent Skill. Skill: jd-writing Source: https://github.com/RambleRainbow/jd/tree/main/.agents/skills/jd-writing Command: npx skills add https://github.com/RambleRainbow/jd --skill jd-writing-ramblerainbow
Manually drafting job descriptions often leads to inconsistent content, missed internal red line requirements, and low-quality outputs that fail to attract suitable candidates, wasting significant time for recruiters and hiring managers.
Use the jd-writing skill to draft and review a job description for the role located in the jd/岗位5-决策路由Planner工程师/ directory.
High-intent search queries and answers about installing and using this skill.
Automating job description writing involves generating role-specific JD drafts and enforcing mandatory red line compliance checks automatically. This ensures standardized content alignment with role requirements and internal policies, blocking non-compliant drafts before publication.
Reviewing job description quality involves applying predefined JD quality rubrics to generate a formal review score. This process provides actionable improvement suggestions and supports iterative refinement cycles until the draft meets a 95+ quality score threshold.
Yes, automated jd writing supports all role types, including technical positions like a Decision Routing Planner Engineer. It generates tailored JD writer personas matched to the role's domain to produce targeted, engaging, and compliant hiring content.
Iterative refinement for job descriptions involves repeated revision cycles with version control to improve JD quality scores. The system provides actionable improvement suggestions and blocks drafts until a minimum 95+ quality score threshold is met.
Yes, jd writing integrates into end-to-end recruitment workflows for all role types. It solves inconsistent, non-compliant job description drafting by aligning role-specific content with internal red line policies and standardized quality scoring.
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