HR & RECRUITING
Screen Inbound Resumes and Shortlist into an Airtable Tracker
Auto-parses resumes from your hiring inbox, scores each against the role rubric with AI, and logs ranked candidates into an Airtable applicant tracker.
How it runs
The automated pipeline, trigger to output.
- TriggerNew application email under careers labelGmail
- ActionDownload resume attachment and email bodyGmail
- ActionScore candidate against role rubric (structured JSON)OpenAI
- LogicNormalize fields and map score to tier band
- OutputUpsert ranked candidate into applicant trackerAirtable
What it does
This workflow turns a noisy hiring inbox into a clean, ranked shortlist with zero manual triage. It watches a Gmail label (e.g. `careers/inbound`) for new applications, extracts the attached resume and cover note, and asks OpenAI to score the candidate against a structured rubric you define for the role — years of relevant experience, must-have skills, location/work authorization fit, and a short justification. Every candidate is written to an Airtable base as a new row with the AI score, tier (Strong / Maybe / Pass), parsed contact details, and a one-paragraph summary, so recruiters open Airtable already looking at a sorted shortlist instead of an inbox.
When to use it
Use it when a single role or careers alias is pulling in more resumes than your team can read fairly and quickly, and you want a consistent, auditable first-pass screen instead of gut-feel inbox skimming. It is ideal for lean teams without an expensive ATS, for high-volume reqs (support, sales, ops) where the top of funnel is the bottleneck, and any time you need every applicant logged in one place with a defensible score and reason attached. Pair it with a recruiter review step in Airtable — the AI ranks, humans decide.
How it works
The trigger fires when a new email lands under the configured Gmail label. The workflow downloads the resume attachment (PDF or DOCX) and pulls the email body, then sends both to OpenAI with a role-specific scoring prompt that returns structured JSON — name, email, score 0-100, tier, matched skills, and a summary. A logic step normalizes the parsed fields and maps the score to a tier band. Finally the candidate record is upserted into the Airtable applicant tracker (deduped on email), tagged with the role and a timestamp, ready for recruiter review. Because this runs on Agent Hive's Sim engine, the Gmail watch, AI scoring, and Airtable write all execute live in your colony — not as a mockup.
Set it up
What you configure once, before turning it on.
- 1Connect GmailRead, draft, send, label.
- 2Connect OpenAIModels, embeddings, files.
- 3Connect AirtableBases, tables, views, automations.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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