FreeINTERMEDIATEMeta-Prompting

Prompt strategy selection

Before writing a prompt, choose the most effective strategy for your goal.

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AwarenessMeta-prompting

AI Models

gpt-5.2claudegemini

Prompt

My goal is [goal]. Before writing a prompt, help me decide the strategy: (1) Is a single detailed prompt better or a chain of short prompts? (2) Should I assign a role to the AI or keep it neutral? (3) Do I need examples (few-shot) or is an abstract description better? (4) How much context should I provide? Recommend an approach and explain why.

Expected Output

A reasoned recommendation on prompting strategy: type (single/chain), role (yes/no and which), technique (zero-shot/few-shot/chain-of-thought), context level, with rationale for each choice.

Limitations & Risks

Optimal strategy depends on the specific model. What works on Claude may not work on GPT and vice versa.

Variants

For repetitive tasks: "I need to do [task] 50 times. What is the most efficient and consistent prompting strategy?"