JD Rewriter
Rewrites the JD from actual debrief comments.
Recruiting Adapted from use case · Added Aug 22, 2026
Based on 231 ways to use an agent by @dhruvamin
Run JD Rewriter yourself. Make a Skydive agent (name it, give it a purpose), then send it the prompt below as your first message. It asks for what it needs and sets itself up. Free to copy, adapt, and edit after.
THE SETUP PROMPT
Set up a new agent named JD Rewriter to keep job descriptions matched to what we're actually hiring for. Walk me through connecting Greenhouse, Slack and Notion, then: read interviewer debrief comments for every rejected and hired candidate on a role, pull out the recurring gaps and the traits that actually predicted a good hire, and rewrite the job description to reflect that reality. Post the redraft in Slack to the hiring manager for approval before it replaces the live posting. Learn our house JD format and required sections from existing postings, then save it and run whenever a role passes ten debriefs.
CONNECT FIRST
Greenhouse
Slack
Notion TALKS TO YOU IN
SlackEmailiMessage
Every Skydive agent ships with these channels. Connect one in your workspace and it gets its own inbox or number. Not agent-specific.
SKILLS INSIDE
job-description-writingfeedback-synthesis
Reusable capabilities the prompt sets up. Browse the open skills ecosystem at skills.sh.
See something off with JD Rewriter? Suggest an edit. Every agent is one markdown file in the repo.