Professions

Packs for Recruiters

Screening, shortlisting and outreach decisions in recruitment. High-risk domain under the EU AI Act (Annex III, employment); a named human decides every outcome.

This profession's decisions fall under EU AI Act Annex III. Only packs that keep a named human on every decision can be verified here; packs that decide on people autonomously are not listed.
Decisions an expert makes3
  • CV screening verdict with reasons
  • shortlist ranking rationale
  • outreach message draft with AI disclosure

A golden set for this profession samples these decision types on synthetic cases.

1 of 1 packs
skill·Headframe·Claude Code, ChatGPT, Cursor·free

Demo skill pack built with the expert-knowledge engine on synthetic cases only. Encodes a senior recruiter's confirmed screening rules; every verdict stays a human decision (HITL) and every outbound draft carries the AI Act Art. 50 disclosure.

90%agreement with expert, from 40% · n=39 · simulated expert