cyberneticlibrary

Monitor recruiting pipeline with proactive research

recruit-watchskillsetup L341
yc-software/recruiting
What it does

Monitor recruiting pipeline, research candidates, recommend actions via Slack

Best for

Keeping recruiting moving without manual daily pipeline checks — proactive research + Slack summaries.

Inputs
  • · Ashby job ID(s)
  • · Slack channel ID
  • · Hiring manager ID
Outputs
  • · Proactive Slack messages with candidate recommendations, stage analysis, and action items
Requires
  • · Ashby MCP
  • · Gmail MCP
  • · Slack API
  • · WAAS MCP
Preconditions
  • · recruit-config loaded
  • · Slack bot token in CLAUDE.local.md
  • · Loop running (/loop 10m /recruit-watch)
Failure modes
  • · Misses new applicants if Ashby API returns no results
  • · False positives in risk detection if stage transitions incomplete
Trust signals
  • · Runs on loop (default 10m)
  • · Posts as 'Copilot' bot (not hiring manager)
  • · Filters noise senders in Gmail
  • · Candidate bar comparison built-in