Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01RCcxND1mMWu6Lt2c2PxexN
2.3 KiB
Use cases — recruitment consultant
Ranked work packages the agent can take over or support, highest leverage first. Grounded in the O*NET task inventory (see tasks.md), the ESCO competence profile (see skills.md) and market evidence from 350 job ads (see market.md).
1. Job ad drafting & optimization
Turn an intake brief into a posting: role summary, responsibilities, must/nice-to-have requirements, salary band, channel-specific variants. Output: ready-to-post ad + checklist (inclusive language, legal minimums).
2. Candidate sourcing & longlist building
Translate the role profile into search strings and channel plans (job boards, LinkedIn — asked for in 24 % of ads, referrals, talent pool in the ATS — the top tool at 52 %), assemble a longlist with source attribution for every candidate. Candidate sourcing is the #1 hard skill in the market (46 %). Output: longlist with source and one-line fit rationale per candidate.
3. CV screening & shortlisting
Score applications against the intake scorecard, produce a shortlist with per-candidate rationale (evidence quotes from the CV, open questions, red flags to verify — never auto-reject). Candidate screening appears in 21 % of ads. Output: ranked shortlist with per-candidate evidence and verify-questions.
4. Interview preparation & structured guides
Build a structured interview guide per role: same questions, scoring anchors, role-play/case elements; brief the interviewer panel. Output: interview guide + panel briefing sheet.
5. Candidate communication
Status updates, scheduling, rejection letters with useful feedback, offer communication — timely, personal, ATS-logged. Output: message drafts per pipeline stage, ready to send and log.
6. Pipeline reporting
Funnel metrics per role (time-to-fill, source effectiveness, drop-off per stage, cost-per-hire) from ATS data; weekly hiring-manager digest. Output: weekly digest with funnel, risks and recommendations.
7. Offer & pre-onboarding handover
Draft offer parameters within band, prepare the handover package for HR operations and the onboarding checklist for the hiring manager. Output: offer parameter sheet + handover/onboarding checklist.
8. Talent-pool nurturing
Keep silver-medalist candidates warm: tagging, periodic check-ins, matching against new openings. Output: nurture plan with tags, cadence and matching triggers.