Resume Tailor

---

name: resume-tailor description: Generate, review, and export tailored application materials.

---

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.

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.