Resume Tailor Skill

Trigger

Activate when user asks:

• "Generate tailored resume for this job"
• "Help me create application materials"
• "Approve/reject this material draft"
• "Export approved material"

Workflow

1. If user provides job_id, call material generation API:
2. POST http://127.0.0.1:8010/api/material/generate
3. Body: {"job_id":"<job_id>","resume_version":"resume_v1"}
4. Parse JSON response:
5. If status=skipped_low_match, explain low match and ask whether to continue with another job.
6. If status=pending_review, show:
   • thread_id
   • resume bullets
   • cover letter
   • greeting message
7. Ask user for review decision:
8. approve / reject / regenerate (optional feedback text)
9. Execute review call:
10. POST http://127.0.0.1:8010/api/material/review
11. Body example:
    • {"thread_id":"<thread_id>","decision":"regenerate","feedback":"强调可量化结果"}
12. If approved, export file:
13. POST http://127.0.0.1:8010/api/material/export
14. Body: {"thread_id":"<thread_id>","format":"pdf"}
15. Return file name/path/download URL to user.

Command templates (exec tool + curl)

• Generate:
• curl -sS -X POST "http://127.0.0.1:8010/api/material/generate" -H "Content-Type: application/json" -d '{"job_id":"<job_id>","resume_version":"resume_v1"}'
• Review:
• curl -sS -X POST "http://127.0.0.1:8010/api/material/review" -H "Content-Type: application/json" -d '{"thread_id":"<thread_id>","decision":"approve"}'
• Export:
• curl -sS -X POST "http://127.0.0.1:8010/api/material/export" -H "Content-Type: application/json" -d '{"thread_id":"<thread_id>","format":"pdf"}'

Constraints

• Never auto-submit external applications.
• For every approve/reject action, require explicit user confirmation.
• If API errors or invalid JSON appear, surface the error clearly and ask user whether to retry.