How to Write an AI Handover Prompt (Claude → ChatGPT → Gemini)
Switching from Claude to ChatGPT mid-task? Here is the exact prompt structure you need to maintain context.
If you use AI for programming, you’ve probably hit a usage limit right in the middle of a complex problem.
You were deep in a debugging session with Claude 3.5 Sonnet, you finally found the root cause of the error, and then you get hit with: “You are out of messages until 4:00 PM.”
Now you have to switch to ChatGPT or Gemini. But if you just copy and paste the last error message into a new chat, the new AI won't know the file structure, what you've already tried, or what the ultimate goal is.
Claude
↓
Generate Handover
↓
Copy Markdown
↓
ChatGPT / Gemini / Cursor
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Continue Working
This isn't limited to Claude and ChatGPT. The same approach works when switching between Cursor, Windsurf, GitHub Copilot, Gemini, or any other AI assistant. The principle is the same: transfer the context, not the entire conversation.
To fix this, you need a Handover Prompt.
What is an AI Handover Prompt?
An AI Handover Prompt is a meta-prompt you give to your current AI right before you switch to a new one. It forces the LLM to summarize the entire active working session into a dense, structured format that can be pasted into a new conversation.
Think of it like a shift handover between on-call engineers. You don't hand the next engineer an entire chat log to read; you hand them a summary of the current state.
The Anatomy of a Perfect Handover
A high-quality handover prompt needs to extract four specific pieces of information from the LLM:
- The Core Objective: What are we actually trying to build or fix?
- The Current State: What is the current architecture or status of the code?
- Attempted Fixes: What did we already try that didn't work? (This prevents the new AI from suggesting the exact same failed solution).
- Immediate Next Steps: What were we about to do before the session was interrupted?
The Exact Prompt to Use
If you want to do this manually, you can paste this exact prompt into your AI when you need to switch:
I need to switch to a different AI assistant to continue this work.
Please generate a comprehensive "Handover Document" that I can paste into a new AI.
Format it clearly using Markdown with the following sections:
1. Goal: A 1-2 sentence summary of what we are trying to achieve.
2. Current State: A brief overview of the architecture and what we have built so far. Include any critical code snippets or data structures.
3. Attempted Fixes: A bulleted list of approaches we just tried that failed, and why they failed.
4. Next Steps: Exactly what we were about to do next.
Write this specifically so another LLM can read it and instantly resume context.
When you paste this into Claude or ChatGPT, it will spit out a perfect, dense summary. You simply copy that summary, open a fresh chat in your next tool, and say: "Here is a handover document from my previous AI. Let's continue from the Next Steps."
A Real Example
Here is what an actual handover document looks like in practice:
# Goal
Fix JWT authentication bug.
# Current State
Laravel API using Sanctum.
# Attempted Fixes
- Cleared config cache
- Regenerated keys
# Next Steps
Inspect middleware registration.
Automating the Process
If you switch between models frequently (for example, using Claude for coding and ChatGPT for data analysis), typing out that meta-prompt every time can get tedious.
That is exactly why I built the AI Handover Generator on Vakaso.
It’s a free, browser-only utility that instantly generates optimized handover prompts based on your specific framework and task. You just click copy, paste it into your AI, and get your context summary without writing out the prompt manually.
The important part isn't using Vakaso. It's getting into the habit of creating structured handovers whenever you switch AI assistants. If Vakaso saves you a few minutes every day, then it has done its job.