HR & RECRUITING

Personalized Candidate Prep Packet Generator

When a loop is booked, generates a tailored prep packet for the candidate by pulling each interviewer's role and focus area, drafts a friendly briefing with an LLM.

CategoryHR & Recruiting
EngineSim + Paperclip
Difficultyintermediate
Triggerwebhook
Steps5
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerLoop finalized (webhook from scheduler)HTTP webhook
  • ActionRead booked events for interviewer and session detailGoogle CalendarGoogle Calendar
  • ActionDraft personalized briefing with LLMOpenAI
  • ActionSave agenda doc to Google DriveGoogle DriveGoogle Drive
  • OutputEmail candidate the prep packet and linksGmailGmail

What it does

Turns a booked interview loop into a polished, personalized prep experience for the candidate. It gathers who they will meet and what each session covers, uses an LLM to write a warm, specific briefing, and delivers everything in one email with the agenda saved to Google Drive for easy reference.

When to use it

Use it when candidate experience is a competitive edge and your generic confirmation emails feel cold. Ideal for teams that want every candidate to walk in knowing exactly who they are meeting and what to expect.

How it works

  1. 1The flow triggers when an interview loop is finalized via webhook from the scheduler.
  2. 2It reads the booked Calendar events to extract each session's interviewer, role, and focus.
  3. 3An OpenAI step drafts a personalized briefing covering the agenda, interviewer context, and tips.
  4. 4It saves a formatted agenda document to Google Drive and grabs a shareable link.
  5. 5It emails the candidate the briefing with Zoom join links and the agenda link.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect Google CalendarEvents, attendees, availability.
  2. 2
    Connect OpenAIModels, embeddings, files.
  3. 3
    Connect Google DriveDocs, sheets, slides, files.
  4. 4
    Connect GmailRead, draft, send, label.
  5. 5
    Connect HTTP webhookTrigger any URL on agent actions.
  6. 6
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  7. 7
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  8. 8
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.