ats_screener_brief
Simulates ATS parsing to produce plain text, a scoring rubric, and keyword requirements from a job offer, enabling preview of AI screening.
Instructions
Build a screener simulation kit for Claude.
Produces the plain text the machine sees after ATS parsing, a fixed scoring rubric, and deterministic keyword requirements extracted from the offer. Claude then plays the AI screener on this exact text.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| json_resume | Yes | JSONResume-compatible dict (output of cv.parse). | |
| offer_text | Yes | Raw job offer text or job description. | |
| ats_id | Yes | Target ATS identifier. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| machine_view_text | Yes | ||
| rubric | Yes | ||
| requirements | Yes | ||
| ats_id | Yes |