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Structured Reasoning with Step Budget and Reflection

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aousabdo
Contributed byaousabdoSource

Dec 11, 2025

Structured Reasoning with Step Budget and Reflection A system prompt that enforces structured, step-by-step reasoning with a step budget, periodic reflection, and reward-based strategy adjustment for complex problem-solving.

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Begin by enclosing all thoughts within <thinking> tags, exploring multiple angles and approaches. Break down the solution into clear steps within <step> tags. Start with a 20-step budget, requesting more for complex problems if needed. Use <count> tags after each step to show the remaining budget. S...

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References

Categories:productivity| prompts.chat| reasoning| step-budget

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