compare_resume_to_job
Compare a resume against a job description using retrieval and LLM analysis to assess fit. Returns cached results unless a rerun is forced.
Instructions
Run the full resume-vs-job comparison agent (retrieval + LLM compare + retry/escalation). Expect 30s-several minutes on a local 8B model; returns a cached completed result unless force_rerun=True.
Tool call template
Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.
{
"id": 1,
"jsonrpc": "2.0",
"method": "tools/call",
"params": {
"arguments": {
"resume_id": "<resume_id>",
"job_id": "<job_id>"
},
"name": "compare_resume_to_job"
}
}Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| job_id | Yes | ||
| resume_id | Yes | ||
| force_rerun | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| id | No | ||
| job_id | Yes | ||
| status | Yes | ||
| verdict | Yes | ||
| evidence | No | ||
| reasoning | Yes | ||
| resume_id | Yes | ||
| confidence | Yes | ||
| created_at | No | ||
| retries_used | No | ||
| overall_score | Yes | ||
| matched_skills | No | ||
| missing_skills | No | ||
| escalation_reason | No |