recruiting
Candidate screen review
Summarise candidate evidence against criteria while keeping the decision human-reviewed.
Outcome
The recruiter gets evidence notes, missing questions, and next-stage tasks.
Recipe snapshot
Recruiters45-90 minutesmedium difficultyhigh riskChatGPTClaudeAirtable AIZapier
Trigger: A candidate applies or completes a screen.
Inputs
- Trigger source
- Customer or record context
- Owner
- Deadline
- System of record
Setup steps
- Capture the trigger and required context.
- Create or update the system-of-record entry.
- Draft the next action or message for review.
- Assign an owner and deadline.
- Log the result and check failures in the next daily review.
Prompts to reuse
- Summarise the context for candidate screen review in five bullet points.
- List missing information, risk flags, and the safest next action.
- Draft a short message that a human can review before sending.
Review checks
- Confirm the source data is real.
- Check customer-facing wording before sending.
- Confirm the owner and deadline are visible.
Failure modes
- Trigger does not fire.
- Record is duplicated or routed to the wrong owner.
- AI output sounds confident but lacks source evidence.
Privacy notes
- Only send fields needed for the workflow.
- Avoid uploading sensitive data unless the tool has been approved.
- Keep a human review step for high-risk outputs.
Related guides
ChatGPTGeneral-purpose AI assistant for writing, analysis, brainstorming, coding, and business workflows.ClaudeAI assistant often used for long-form writing, document analysis, and business reasoning.Airtable AIAI features inside Airtable for structured operations, records, project tracking, and workflow databases.ZapierAutomation platform for connecting apps, triggers, actions, and AI-assisted workflows.Recruiting candidate screening handoffA candidate applies or is sourced.Run the related free toolTurn this recipe into a practical output.Workflow LibraryBrowse more workflow recipes.
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