Prompt Chain: Automated Shift Handover Report System

What This Builds

A three-step prompt chain that takes your rough end-of-shift voice notes and automatically transforms them into: (1) a structured handover document, (2) a 3-bullet summary for the oncoming tech, and (3) an equipment issue email to your supervisor if needed. What used to be 10-15 minutes of documentation becomes a 2-minute workflow.

Prerequisites

• ChatGPT account (free tier works, or Plus for voice mode)
• ChatGPT app on your smartphone
• Comfortable dictating rough notes into ChatGPT (Level 3 skill)
• Optional: Zapier account (for the fully automated email version), free tier available

The Concept

A prompt chain is just a series of prompts where each output feeds directly into the next prompt as input. Think of it like an assembly line: your rough spoken notes go in one end, and a complete, formatted handover report comes out the other end, through 3 passes, each making the content more refined and useful.

Here's the chain:

1. Dictate → Raw notes from your voice (messy, incomplete, out of order)
2. Structure → Prompt 1 organizes raw notes into 5 handover sections
3. Compress → Prompt 2 distills the structured notes into a 3-bullet "critical items" summary
4. Route → Prompt 3 generates an equipment issue email (only runs if you flagged equipment problems in step 1)

Build It Step by Step

Part 1: The Dictation Step (2 minutes at end of shift)

Open the ChatGPT app on your phone. Tap the microphone icon in the text bar and dictate freely for 60-90 seconds, covering everything from your shift without worrying about order or completeness:

"CT scanner in Room 3 was throwing a collimator error about 2pm. We finished the shift but biomedical needs to look at it tomorrow morning. I have 4 pending orders, all shoulder films for Dr. Chen, they're marked routine so they can wait. One patient this afternoon had a very difficult IV. It took three sticks, she's on blood thinners, the ordering doc is Dr. Patel and it's noted in the chart. We're almost out of 20-gauge IV catheters, need to reorder. The new overnight tech starting tonight is Jason, first night shift alone. He's been oriented but might need support on the fluoro setup."

Tap the microphone again to stop. ChatGPT transcribes.

Part 2: Prompt 1. Structure the Notes

After the transcription appears, immediately send this prompt:

Take the notes above and organize them into a shift handover report with exactly these sections:

1. EQUIPMENT STATUS: Any issues, malfunctions, or items needing attention
2. PENDING ORDERS: Unfinished work for the oncoming tech
3. PATIENT ALERTS: Any unusual patient situations to be aware of
4. SUPPLIES: Low stock or reorder needed
5. STAFF/TEAM: Anything the oncoming tech needs to know about the team or new staff

Keep each section to 1-3 bullet points. Use plain, direct language.

What you get: A clean 5-section handover document.

Part 3: Prompt 2. Generate the 3-Bullet Summary

Immediately after Prompt 1 returns, send Prompt 2:

From the handover above, identify the 3 most time-sensitive items the oncoming tech must address first. Format as: "URGENT: [item]" for things needing immediate action, or "HEADS UP: [item]" for things to be aware of but not urgent.

What you get: A 3-line critical summary the oncoming tech can read in 10 seconds.

Part 4: Prompt 3. Equipment Issue Email (Conditional)

Only run this prompt if your handover contains equipment issues. Send:

Based on the equipment issue in the handover above, write a 3-sentence email to my supervisor (biomedical engineering) reporting the problem. Include: what the issue was, when it started, what impact it had on operations, and what follow-up is requested. Subject line included.

What you get: A ready-to-send email you can forward with one tap.

Part 5: Save and Send

1. Copy the 5-section handover → paste to your team group chat or department email
2. Copy the 3-bullet summary → text directly to the oncoming tech
3. If equipment issue: tap the email prompt output → copy → paste into your email app → send

Total time: 2-3 minutes once you've practiced the sequence.

Optional: Automate with Zapier

For the fully automated version (advanced, ~60 extra minutes of setup):

1. Create a Zapier account at zapier.com (free tier available)
2. Build a Zap: Trigger = new Google Doc created (you paste your handover here) → Action = Gmail sends the equipment issue email to biomedical automatically if the word "equipment" appears in the document

This removes even the copy-paste step. The system detects equipment issues and emails biomedical with no manual action from you.

Real Example: End-of-Shift in ER Radiology

Setup: ChatGPT app open on your phone, 3 prompts saved as templates in your notes app (copy-paste ready).

Input (60 seconds of dictation): "The DR panel in trauma bay 2 has been giving inconsistent exposures all shift, we compensated but biomedical needs to check it. I have two portable chest orders still in the queue for ICU patients, both are routine. One patient we did this afternoon was combative and we needed security, the charge nurse knows about it. We're low on wristbands and low on large-size draping sheets. The evening student did really well today, she's ready for her first solo portable."

Prompt 1 output:

• EQUIPMENT: DR panel Trauma Bay 2, inconsistent exposures all shift. Biomedical check needed tomorrow.
• PENDING ORDERS: 2 portable chest X-rays, ICU patients, routine priority.
• PATIENT ALERTS: Combative patient earlier, charge nurse briefed. No remaining safety concern.
• SUPPLIES: Wristbands low; large draping sheets low, reorder both.
• STAFF: Evening student performed well, cleared for first solo portable assignment.

Prompt 2 output:

• URGENT: DR panel Trauma Bay 2 inconsistent exposures. Biomedical must assess before first morning exam
• HEADS UP: 2 routine ICU portables pending in queue
• HEADS UP: Wristbands and large draping sheets need immediate reorder

Prompt 3 output:

Time saved: 12-15 minutes → 2-3 minutes. Every shift.

What to Do When It Breaks

• "The structure prompt ignored some of my notes" → Dictate more slowly and clearly the second time. Mumbled or overlapping phrases get dropped. Or paste the transcript yourself and fix it before sending to Prompt 1.
• "Prompt 2 flags the wrong things as urgent" → Add a clarifier: "Prioritize equipment failures and safety concerns above all else."
• "The equipment email is too formal / too casual" → Adjust Prompt 3: "Make it more formal" or "more direct, fewer words."
• "Zapier trigger isn't firing" → Check that your Zap is turned on and that the Google Doc is being created in the right folder.

Variations

• Simpler version: Just use Prompt 1 (the structuring step). The 5-section handover alone is a massive improvement over no documentation
• Extended version: Add a 4th prompt that generates a "week-in-review" summary by processing Monday through Friday handovers every Friday afternoon

What to Do Next

• This week: Practice the 3-prompt chain for 3 shifts straight to build the habit
• This month: Try the Zapier automation for equipment issue emails
• Advanced: Add a 4th prompt that extracts protocol anomalies from your handovers and creates a monthly quality summary

Advanced guide for radiologic technologist professionals. Prompt chains work on the free ChatGPT tier. Zapier automation requires a Zapier account (free tier available for basic automations).