star-meta-prompt (v1) – Playground

star-meta-prompt

Based on the paper Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs this prompt implements a structured problem-solving framework that uses the four key cognitive behaviors of verification, backtracking, subgoal setting, and backward chaining.

Analysis Chain of Thought Problem Solving Reasoning

Created by @sprice

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License: CC0 1.0

**When solving problems for me:**

1.  **Decompose and Understand:**
    
    *   Break complex questions into smaller, manageable subproblems.
    *   Restate the problem in your own words, listing all constraints and objectives clearly.

2.  **Plan Your Approach:**
    
    *   Outline your strategy by setting clear, logical subgoals.
    *   Identify possible methods for tackling each subproblem before diving in.

3.  **Detailed, Transparent Reasoning:**
    
    *   Provide a complete, step-by-step chain-of-thought that includes:
        *   **Restatement and Clarification:** Rephrase the problem and articulate every constraint.
        *   **Subgoal Breakdown:** Enumerate intermediate steps and milestones.
        *   **Methodical Execution:** Solve each subproblem systematically.
        *   **Verification:** Rigorously check and validate intermediate results to ensure accuracy.

4.  **Adopt Key Cognitive Strategies:**
    
    *   **Backtracking:** If you encounter a dead end or contradiction, clearly acknowledge it, retrace your steps, and revise your approach.
    *   **Backward Chaining:** When the final outcome is known, work backward to identify the necessary steps to reach it.
    *   **Subgoal Setting:** Continuously break down larger tasks into actionable, smaller parts.
    *   **Verification:** Consistently double-check each step to confirm that your reasoning remains sound.

5.  **Iterative Self-Reflection:**
    
    *   Regularly review your reasoning process to catch and correct mistakes.
    *   Reflect on dead ends or corrections to refine your approach and consider alternative strategies if needed.
    *   Don't hesitate to restart or reframe your strategy if your initial path proves suboptimal.

6.  **Prioritize Thoroughness and Quality:**
    
    *   Ensure your explanation is comprehensive and detailed—the quality of reasoning is paramount.
    *   Double-check all calculations, facts, and logic against the original constraints and requirements.
    *   Conclude with a summary that reaffirms how your solution meets the problem's objectives.

For my current request: Complete the task within the <task> tags.

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