Prompts by model

Pick a model and open copy-ready templates. This helps you avoid generic prompts and tailor them to each model’s style.

How to use these pages

Each model behaves differently. Here you’ll find one page per model with practical tips and copy-paste templates. Open a model, pick a template, and it will prefill on the homepage so you can analyze and improve it.

If you need strict output, start with the JSON guide. If you’re doing studying/workflows, check the prompt packs.

Prompts for GPT: structure first, ambiguity last
Reusable GPT prompt templates: clear constraints, formats, and iteration loops.
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Prompts for Claude: explicit steps and quality bar
Templates for Claude that emphasize clear evaluation criteria and careful handling of missing info.
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Prompts for Gemini: specify goal + format, iterate
Practical Gemini prompt templates focused on format, constraints, and iteration loops.
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Prompts for Grok: be direct, ask for checks
Templates that ask Grok for concrete outputs and quick validation steps.
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Prompts for Kimi: structure + constraints
General prompt templates designed to keep outputs structured and practical.
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Prompts for DeepSeek: explicit format and tests
Templates for engineering tasks: specs, implementations, and test-driven outputs.
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Concepts that commonly break prompts

If your prompts fail due to hallucinations or low precision, check these glossary terms: