Synthesize Interview Scorecards into Debrief Briefs

Turn scattered interviewer notes into a structured panel summary that highlights consensus, gaps, and open questions—without making the hire/no-hire call.

Who

Hiring managers and recruiting coordinators who run panel interviews and need to prep structured debriefs

You get

A concise debrief brief showing where interviewers agreed, diverged, and what remains unresolved

You need

Claude · Claude Academy

Steps

1. Prepare Cowork and the optional plugin

   Use Claude Cowork. The Human Resources plugin includes /recruiting-pipeline. Skip it if your admin has not made it available; the basic task does not require the plugin.

2. Connect tools or prepare local files

   For system access, open Customize → Connectors in Cowork and configure Google Drive, Slack or Microsoft 365 with permissions you control. Alternatively, place the scorecard export or pasted feedback, role competency rubric and interview plan in one local working folder and point Cowork at it. Cowork reads from and writes the brief to that folder. For regular use, create a Cowork project from the role folder.

3. Generate the brief in Cowork chat

   Select the working folder and paste the source prompt below into the Cowork chat bar, not project system instructions. The brief should cover agreement, splits, strong versus anecdotal signals, uncovered competencies and three unresolved questions. The human panel makes hiring decisions.

   Execution prompt · Source text。Claude Cowork chat

   Copy prompt

   Synthesize the interviewer scorecards into the debrief brief: where the panel converged, where they split, which signals are strong versus anecdotal, which competencies weren't covered, and the three questions to resolve in the debrief. Do not recommend hire or no-hire; that decision belongs to the panel.

4. Improve the draft

   Add an example brief to the working folder to match its structure and voice, or ask Claude to flag uncertainty. Editorial check: compare the brief with the scorecards, rubric and interview plan; correct omissions and misattributions before reuse.

5. Create or update the skill

   After drafting, send the source prompt below in the conversation to create a skill or update /recruiting-pipeline with feedback.

   Execution prompt · Source text。Claude Cowork chat

   Copy prompt

   Make what we've done in this task so far into a skill, or edit the /recruiting-pipeline skill with my feedback.

6. Optionally schedule repeat runs

   Type /schedule or open Scheduled in the Cowork sidebar. The source example runs weekdays at 9am, checks for complete scorecard sets and writes each brief to the role debrief folder. Editorial note: replace <role> with your folder and confirm timing and permissions first.

   Execution prompt · Source text。Claude Cowork chat

   Copy prompt

   /schedule
   Weekdays at 9am. Check the hiring folder for candidates with all scorecards in, run /recruiting-pipeline on each, and write the brief to Hiring/<role>/debrief.

7. Optionally share the skill

   Open Skills → /recruiting-pipeline → Share in Cowork and select hiring managers and recruiters, or the workspace if your admin allows it. Share the skill with its rubric and guardrails. Editorial check: verify recipients and access to the materials before sharing.

Synthesize the interviewer scorecards into the debrief brief: where the panel converged, where they split, which signals are strong versus anecdotal, which competencies weren't covered, and the three questions to resolve in the debrief. Do not recommend hire or no-hire; that decision belongs to the panel.