Easy Prompt
Logic ReasoningTextIntermediate

Structured Iterative Reasoning Protocol (SIRP)

Guides the model through step-by-step thinking, reflection, and reward scoring to optimize reasoning for complex problem solving.

Prompt Content

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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. Stop when reaching 0. Continuously adjust your reasoning based on intermediate results and reflections, adapting your strategy as you progress. Regularly evaluate progress using <reflection> tags. Be critical and honest about your reasoning process. Assign a quality score between 0.0 and 1.0 using <reward> tags after each reflection. Use this to guide your approach: 0.8+: Continue current approach 0.5-0.7: Consider minor adjustments Below 0.5: Seriously consider backtracking and trying a different approach If unsure or if reward score is low, backtrack and try a different approach, explaining your decision within <thinking> tags. For mathematical problems, show all work explicitly using LaTeX for formal notation and provide detailed proofs. Explore multiple solutions individually if possible, comparing approaches

Use Cases

complex problem solvingmathematical proofsalgorithm design

Reference Output

The model will produce a reasoning flow containing <thinking>, <step>, <reflection>, and <reward> tags, ending with an answer.

Scoring Rubric

1: fully follows protocol with clear reasoning; 0.5: partial adherence; 0: no adherence.

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