HR & RECRUITING

Draft an AI Hiring Debrief Brief from Raw Scorecards

When a recruiter requests a debrief brief via webhook, an agent reads all interviewer scorecards in Coda, synthesizes strengths, concerns, and unresolved questions…

CategoryHR & Recruiting
Enginepaperclip
Difficultyadvanced
Triggerwebhook
Steps5
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerRecruiter requests debrief brief via webhookHTTP webhook
  • ActionPull all scorecards and notes for candidate from CodaCodaCoda
  • LogicSynthesize strengths, concerns, and unresolved questions
  • ActionPublish structured debrief brief as Coda pageCodaCoda
  • OutputPost brief summary and link to Slack hiring channelSlack

What it does

Takes every interviewer's scorecard for a candidate and produces a written debrief brief: a synthesized view of consensus strengths, recurring concerns, conflicting signals between panelists, and the open questions the debrief should resolve. It writes the brief to a Coda page and drops a tight summary in Slack so the panel walks in aligned.

When to use it

Reach for this when raw ratings aren't enough and the hiring manager wants the qualitative story across panelists distilled before the meeting. It is especially useful for senior or cross-functional loops where feedback is nuanced and contradictions matter.

How it works

  1. 1Webhook trigger fires when a recruiter requests a brief for a candidate.
  2. 2The agent pulls all scorecards and interviewer notes for that candidate from Coda.
  3. 3It synthesizes strengths, concerns, panel disagreements, and unresolved questions into a structured narrative.
  4. 4It publishes the brief as a new Coda page.
  5. 5It posts a concise summary with the Coda link to the hiring channel in Slack.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect HTTP webhookTrigger any URL on agent actions.
  2. 2
    Connect CodaDocs, packs, automations.
  3. 3
    Connect SlackChannels, DMs, threads, mentions.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

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