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":"","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":"","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":"","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":"","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":"","decision":"approve"}'
• Export:
• curl -sS -X POST "http://127.0.0.1:8010/api/material/export" -H "Content-Type: application/json" -d '{"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.