Prompt Chaining Workflow Prompt
Break a complex task into a sequence of smaller prompts with outputs feeding the next step.
I need to complete this complex task: [describe end goal]. Break it into a prompt chain of 3-5 smaller steps. For each step, provide: - Step name - Input needed (including what comes from the previous step) - Exact prompt to run - Expected output format - Verification checkpoint before moving on Design the chain so errors are caught early and each output is clean enough to feed into the next prompt.
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How to use this prompt
Study the structure, then adapt it to your own task. The key is giving the model a clear role, format, and evaluation criteria.
- Copy the full prompt above.
- Replace the bracketed placeholders with your own details.
- Paste it into chatgpt, claude, gemini (or your preferred AI tool).
- Iterate on the output: add constraints, ask follow-ups, or combine multiple results.
Why this prompt works
It gives the AI a clear role, specific inputs, and an output format. That structure reduces vague responses and gives you a draft you can refine in minutes instead of hours.
常见问题解答
When is prompt chaining better than one big prompt?
Use chaining when the task has distinct stages and errors in one stage could ruin later output.
Can I automate a prompt chain?
Yes. Tools like LangChain, n8n, or custom scripts can pass outputs between prompts.
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