AI Prompts for Diagnosing Repeated Errors in DeepSeek

Identify the error in your last response where you claimed '[INSERT SPECIFIC WRONG CLAIM]'. Explain why this claim is incorrect, and highlight the exact output element that failed in your reasoning. Provide a corrected version of your reasoning that addresses this mistake.

Paste the specific part of your last response that repeated the error. Analyze why this section failed to adhere to my previous correction, and identify the specific element or wording that caused the repetition.

Explain the processing mechanism that led to the repetition of the same mistake in your last response. Identify the specific factors that contributed to this error and provide a detailed analysis of how these factors interacted to cause the mistake.

Conduct a gap analysis by comparing your last response with my correction. Clearly outline the claim you made in your previous response versus the verified truth I provided. Highlight the differences between these two points and explain the reasons why the error persisted in your analysis.

Identify the specific limitation or behavior pattern in your processing that caused you to repeat this error. Analyze aspects such as training data gaps, instruction weight, or other contributing factors, and provide a detailed explanation of how each aspect influenced the mistake.

Re-attempt the previous question by providing the correct response based on my earlier correction. Clearly explain your reasoning step-by-step, ensuring that you do not repeat the previous error, and highlight the specific changes made to arrive at the correct answer.

State the correct behavior that should be followed in the context of this task. After outlining this guideline, provide your answer while ensuring it aligns with the stated correct behavior.

Isolate the task into smaller steps. First, clearly state the main claim I expect regarding [TOPIC]. Then, provide supporting evidence for that claim, ensuring that you address and correct any previous mistakes made in your analysis.

Respond using the following format: [SPECIFIC FORMAT]. Ensure that your response adheres strictly to this structure to maintain clarity and avoid any previous errors. Additionally, provide a brief explanation of why this format is important for effective communication.

Assume the role of a meticulous researcher and provide a detailed analysis of the topic at hand. Focus on ensuring accuracy and clarity in your response, and explicitly identify any previous errors made in similar analyses, explaining how to avoid them in this instance.

Repeat the original request that resulted in the error. After that, provide a corrected response, making sure to address and avoid the previous mistake this time.

Provide a variation of the original question that caused the error. Clearly explain how this new question differs from the original and ensure that your response is accurate, addressing the previous mistake without repeating it.

Conduct a self-check of your answer before submission. Identify specific areas where you might be tempted to repeat any previous errors, and provide a brief explanation of how you will avoid these mistakes in your final submission.

Generate two versions of your response: one that includes the previous error and another that provides the corrected version. Clearly identify and explain the differences between these two outputs, highlighting how the correction improves the overall response.

Flag any parts of your response where you feel uncertain or where there is a risk of repeating previous mistakes. Provide a brief explanation for each flagged area, detailing why it is uncertain and how it could be improved to avoid repetition.

Start each response by confirming, 'I understand the corrections provided.' Then, state, 'I will ensure to avoid repeating previous errors. If I am uncertain about my answer, I will flag it.' Finally, provide a brief summary of the key corrections made in previous interactions to reinforce understanding.

When responding, structure your answer as follows: 'Claim: [YOUR CLAIM]. Evidence: [YOUR EVIDENCE]. Conclusion: [YOUR CONCLUSION].' Ensure that each section is clearly defined and provides relevant information to support your argument. This format will enhance clarity and reduce the likelihood of errors in your response.

Implement a self-check protocol for your responses. Before providing an answer, review your previous responses to identify any mistakes you may have made. Ensure that you do not repeat these errors in your current response.

In your responses, include a confidence rating on a scale from 1 to 10, stating: 'I am [CONFIDENCE RATING] confident in my answer.' Additionally, provide a brief explanation for your rating, highlighting any uncertainties or areas where further clarification may be needed. This will help identify and address areas of uncertainty effectively.

Remind yourself at the start of each session to reflect on past errors you have made in previous responses. Identify at least three specific mistakes and outline strategies to actively avoid repeating them in your current work.