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 transforms them — automatically — 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).