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Multi-Step AI Workflow Design

Break a big task into 4-6 sequential steps, each a separate prompt + human verification.

20 min Advanced

Goal

Produce high-quality output via small chained prompts instead of one giant prompt that fails.

Steps

1

Define final task clearly (e.g., 3-page marketing report).

4 more steps locked

Expected Outcome

Immediate

First output 80%+ publishable vs 30% from one prompt.

Evidence base

School: Applied AI / Chain-of-Thought Prompting

Founders: Ethan Mollick · Wei et al. · Anthropic (2023)

Mollick's "Co-Intelligence" 2024 and Wei et al. 2022 chain-of-thought research prove task decomposition raises quality 40%+.

Frequently asked questions

How long does "Multi-Step AI Workflow Design" take?

This exercise takes about 20 minutes, practiced solo in a Creative format.

When will I notice the effect of "Multi-Step AI Workflow Design"?

First output 80%+ publishable vs 30% from one prompt. In the short term: Output speed doubles since each step is reusable as template.

Is "Multi-Step AI Workflow Design" evidence-based?

Yes — it draws on Applied AI / Chain-of-Thought Prompting (Ethan Mollick, Wei et al., Anthropic (2023)). Mollick's "Co-Intelligence" 2024 and Wei et al. 2022 chain-of-thought research prove task decomposition raises quality 40%+.

Is "Multi-Step AI Workflow Design" suitable for beginners?

Its difficulty level is: Advanced. No external tools required — it can be practiced directly inside the app.

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