tailor

name	tailor
description	Fetch a job description, extract requirements, generate a tailored resume, and run ATS keyword matching
user-invocable	true

Resume Tailoring & ATS Optimization

When the user invokes /tailor, follow this workflow:

Phase 1: Job Description Intake

1. Ask the user for the job posting URL
2. Call athena_jd_fetch with the URL
3. The tool returns the raw JD text — analyze it immediately
4. Extract: job title, company, required skills, experience level, key responsibilities, seniority signals, and industry keywords
5. Call athena_jd_save_analysis with the JD ID and your structured extraction

Phase 2: Generate Tailored Resume

1. Call athena_resume_tailor with the JD ID
2. The tool returns a comprehensive prompt with:
   • The JD text and extracted requirements
   • Your achievement bank entries
   • Your work experience history
   • Any previously ingested resume versions
3. Generate a tailored resume that:
   • Mirrors exact keywords from the JD (not synonyms)
   • Prioritizes experiences most relevant to this role
   • Quantifies every bullet (numbers, percentages, scale)
   • Uses impact verb -> action -> result pattern
   • Includes a Technical Skills section matching JD terminology
   • Uses standard ATS-parseable section headers

Phase 3: ATS Compatibility Check

1. Call athena_resume_ats_check with the JD ID and the generated resume text
2. Review the automated keyword analysis (match rate, missing keywords)
3. Provide a deeper review:
   • Catch semantic matches the automated scan missed
   • Identify critical missing keywords
   • Give a final adjusted match score
4. If match rate is below 75%, rewrite weak bullets to incorporate missing keywords
5. Target: 80%+ keyword match for strong ATS pass rate

Phase 4: Iterate

If the ATS check reveals gaps:

1. Revise the resume to address missing keywords
2. Re-run the ATS check
3. Repeat until match rate is 80%+
4. Present the final version to the user

Quick Commands

• /tailor — Start the full tailoring workflow with a new JD
• /tailor list — Call athena_jd_list to show previously fetched job descriptions
• /tailor <jd_id> — Re-tailor for a previously analyzed JD (skip Phase 1)

Tips

• If the URL fails to fetch (JS-rendered pages), ask the user to paste the JD text directly
• Always run the ATS check — never skip it
• When in doubt, use the JD's exact phrasing over your own wording
• Spell out acronyms at least once alongside their abbreviation