jd-rewriter — launch kit

1-liner

Rewrite job descriptions for inclusivity, brevity, applicant appeal. Removes "rockstar / ninja" language, redundant pre-disqualifiers.

Tweet hook

Recruiters: every "rockstar" / "ninja" in your JD costs you ~3% of female applicants. (Research-backed.)

Built a rewriter that flags + replaces biased terms, kills boilerplate, tightens copy.

$9/JD or $99/mo unlimited 🧵

Reddit

• r/recruiting
• r/talentacquisition

Cold-email ICP

• In-house recruiters
• Recruiting agencies
• HR-tech teams

SEO content

1. "Biased language in JDs — full list"
2. "JD length vs apply-rate research 2026"

jd-rewriter

Rewrite job descriptions for inclusivity, brevity, applicant appeal. Removes biased language ("rockstar", "ninja"), pre-disqualifiers, and boilerplate.

Pricing

• $9/JD one-shot
• $99/mo unlimited (in-house recruiters)
• $499/mo agency tier (up to 25 client orgs)

Run

cd C:\openclaw-products\jd-rewriter
python -m venv .venv
.\.venv\Scripts\activate
pip install -e .

jdrewrite fix old-jd.md --level senior --voice "warm, technical, mission-driven" --out new-jd.md