/cover-letter

description: Create a one-page cover letter for a job description and generate the final DOCX.

Generate Cover Letter Only

Create a compelling one-page cover letter for a job application.

Job Description

$ARGUMENTS

Instructions

You are the cover-letter coordinator. The user has provided a job description above.

**Your task:**

Phase 1: Setup

1. **Extract company name and job title** from the job description

2. **Search for a similar existing resume** in the `applications/` folder to understand what was already tailored:

• List all subfolders in `applications/`
• Compare folder job titles against the NEW job description's title and requirements
• **If a similar resume is found**: Read that resume to understand the applicant's tailored background for this type of role
• **If NO similar resume is found**: Read the master resume (path from `config.json` → `master_resume_path`, or glob for `*MASTER*RESUME*.md`) to understand the applicant's background
• Always also read the master resume for canonical details
• Treat an existing tailored resume as eligible evidence only if `resume_integrity_audit.py --config config.json --tailored <resume>` exits 0. Otherwise use the master resume.
• If this request also requires creating or changing a resume, run a complete native `resume-team/v2` workflow in `commands/resume-team.md` under a fresh `run_id`; never draft or patch a resume inside this command. After that run authorizes an exact resume digest, cover-letter work must not alter the resume bytes or reuse stale authorization.

3. **Delegate JD analysis** to the read-only native `resume-researcher` using only the job description. Validate its `resume-team-handoff/v1` response. Use its rubric only to choose relevant, already-supported experiences; JD requirements are not evidence that the candidate has a skill.

4. **Create output folder** at `applications/{CompanyName} - {JobTitle}/` (if not exists)

5. **Save the job description** as `job_description.txt` (if not exists)

Phase 2: Cover Letter Generation

6. **Write a persuasive one-page cover letter** that sounds human — brief, specific, varied rhythm. Follow `commands/writing-coach.md` Rules 0, 11–16 for letters.

**Opening Hook (1 short paragraph):**

• Lead with a concrete match or proof — not "I am writing to express my interest" or "I am excited to apply"
• Show you understand the role in plain language

**Value Proposition (2 short paragraphs):**

• Connect 2–3 specific experiences to key requirements (real stories, not slogan stacks)
• Brief STAR; include real metrics where they exist
• Keywords only where natural — never force lists of three adjectives

**Company Connection (1 short paragraph):**

• One specific, true detail about the company (product, trial, mission)
• No generic "impressed by your commitment to excellence"

**Strong Close (1 short paragraph):**

• Clear ask; thank them; no "Moreover" / "In conclusion" / "passionate about"

7. **Format + human-voice requirements:**

• Maximum ONE page (≤ 400 words)
• Professional but personable — human ≠ slang, human ≠ corporate poetry
• Ban AI lexicon (`data/ai_tells.json`): delve, leverage, robust, seamless, tapestry, furthermore, etc.
• Varied sentence lengths; short paragraphs
• NO placeholder text like [Your Address]
• Ready to send immediately

Phase 3: DOCX Creation & Cleanup

8. **Save cover letter** as `cover_letter.md` first

9. **Human voice audit (mandatory before DOCX):**

python human_voice_audit.py "applications/{folder}/cover_letter.md" --mode cover_letter

• Exit 0: proceed to DOCX.
• Exit 1: rewrite failures (banned phrases, fluff transitions, length) then re-run. Max 2 rounds.
• Do NOT create DOCX until exit 0.

10. **Create DOCX**:

• `{Name}_Cover_Letter_{Company}.docx` - Professional formatting
• Never call `create_ats_cover_letter()` directly from this command.
• For cover-letter-only work without a native resume receipt, call `create_cover_letter_from_md()`; it re-audits the exact in-memory Markdown and performs verified sibling-temp + atomic replacement.
• When this application package has an authorized native resume and receipt, call `create_cover_letter_from_md_authorized()` with the exact resume path, receipt sidecar, receipt digest, and `config.json`; it must revalidate the resume before the same atomic cover-letter path.
• Treat any exception, empty/unopenable DOCX, content-parity failure, or non-literal returned output path as failure. Preserve any pre-existing final DOCX bytes.

11. **Delete `cover_letter.md`** only after successful DOCX creation and open/readback verification

Phase 4: Final Output

12. **Display the full cover letter** text for review

13. **List generated files**:

• `{Name}_Cover_Letter_{Company}.docx`
• `job_description.txt`

After completion, display word count (≤ 400) and confirm human_voice_audit passed.