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:

   • POST http://127.0.0.1:8010/api/material/generate
   • Body: {"job_id":"<job_id>","resume_version":"resume_v1"}

2. Parse JSON response:

   • If status=skipped_low_match, explain low match and ask whether to continue with another job.

   • If status=pending_review, show:

     • thread_id
     • resume bullets
     • cover letter
     • greeting message

3. Ask user for review decision:

   • approve / reject / regenerate (optional feedback text)

4. Execute review call:

   • POST http://127.0.0.1:8010/api/material/review
   • Body example:
     • {"thread_id":"<thread_id>","decision":"regenerate","feedback":"强调可量化结果"}

5. If approved, export file:

   • POST http://127.0.0.1:8010/api/material/export
   • Body: {"thread_id":"<thread_id>","format":"pdf"}
   • 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.