score_against_jd
Score GitHub candidates against a job description with breakdowns by tech stack, experience, OSS signal, and leadership. Identifies gaps and generates personalized interview questions.
Instructions
Score GitHub candidates against a job description with per-dimension breakdown.
Unlike rank_candidates (keyword matching), this extracts structured requirements from the JD and scores each candidate on: tech stack match, experience level, OSS signal, and leadership signals. Returns dimension scores, gaps, and personalized interview questions.
Args: job_description: Full job description text usernames: GitHub usernames to evaluate top_n: Number of top candidates to return (default 10)
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| job_description | Yes | ||
| usernames | Yes | ||
| top_n | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |