match_job
Retrieve resume and experience evidence matched to a job description, returning relevance scores and source chunks to evaluate job fit and identify strengths or gaps.
Instructions
Retrieve resume/experience evidence relevant to a job description.
Args: job_description: The full text of the job description to match against. source_url: Optional URL the job description was pulled from, for reference.
Returns a heuristic retrieval_score (top-match cosine similarity) and the retrieved resume chunks with their individual similarity scores. Does not synthesize strengths/gaps/notes — reason over the retrieved evidence yourself, applying the job-fit://rubric resource linked in this result.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| source_url | No | ||
| job_description | Yes |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| source_url | Yes | ||
| job_description | Yes | ||
| retrieval_score | Yes | ||
| retrieved_chunks | Yes |