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Recruiter API Notes

This page is the machine-readable companion to the Recruiter API landing page. It is meant to make it easier for recruiters and their AI tools to understand the fit, request a resume, and make contact without guessing.

Purpose

  • Explain what Common Sense Systems does in plain language.
  • Help a recruiter or their AI determine fit quickly.
  • Request the right resume without a cold DM.
  • Point to the right contact path for a real conversation.

Suggested routes

  • /agents — recruiter-facing landing page
  • /agents.json — machine-readable summary
  • /agents/resume — resume request or redirect
  • /agents/contact — contact path for a real conversation
  • /agents/fit — fit notes and not-fit notes

Machine-readable fields

  • Company name
  • Founder name
  • Location
  • Summary of work
  • Fit signals
  • Not-fit signals
  • Resume request instructions
  • Contact instructions
  • Public proof points

Recruiter prompt

Learn about Common Sense Systems and John Sambrook.
Return a short summary of fit, the best resume version to request, and the right contact path.
Do not guess. If the information is unclear, say so.

Why this exists

Recruiters already use AI to sort, summarize, and compare candidates. That is fine. The answer is not to hide from it. The answer is to make the useful path obvious and the bad path harder.

If the recruiter is serious, they should be able to learn enough in one pass to decide whether to keep going.