Business ops

Grok Bot Drafts Interview Scorecards From the Transcript, Then Asks You 4 Questions

  • Level Intermediate
  • Setup1–3 hrs (estimated)
  • Evidence Anecdotal
  • CostNot stated in source
  • No-codeNo
Grok BotSource-linkedNeeds verification

What they did

xAI's recruiting team built a bot that, after an interview, pulls the meeting transcript, matches it to the role's scorecard and drafts the feedback form in your voice. Then it pauses to ask a few follow-ups (your rating, how it felt, anything fuzzy, what you'd pressure-test next) so the form isn't a transcript dump. You answer, it redrafts and submits to the ATS.

How it went

Scorecards done right after the interview instead of at 9pm.

Worth knowing

  • Vendor-published guide; no numbers. Candidates may need to be told that interviews are recorded and summarized, so check your local rules.

Prompt

Cleaned version rewritten from the source — not a direct quote.

After each interview on my calendar, pull the transcript from [notes tool] and the scorecard for that role from [ATS]. Draft the feedback form in my voice, citing transcript moments for each rating. Then ask me 4 questions: my overall rating, how it felt, anything fuzzy, and what the next interviewer should pressure-test. Redraft with my answers and show me before submitting.

Recommended

Try it in Grok Bot

  1. Copy the prompt (button below).
  2. Open Grok Bot chat and paste it. Replace any [bracketed] placeholders.
  3. Connect the listed tools (Google Calendar) as connectors when Grok Bot asks.
  4. If the task repeats, ask: "Make this a daily routine."

Alternatives: the same prompt works in Claude, ChatGPT Agent, OpenClaw.

Set it up

Tools: Google Calendar · Stack: Grok Bot + meeting notes + ATS

  1. Read the original source for full context.
  2. Connect the tools your agent needs.
  3. Paste the prompt and replace [bracketed] placeholders.
  4. Run once manually and check the output before scheduling it.

Generic suggested steps, not from the source.

Evidence

Vendor-published guide; no numbers. Candidates may need to be told that interviews are recorded and summarized, so check your local rules

Source: Web · 2026-09-24 · Verified by us: not yet · Report broken or outdated

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