Error Analysis

GPTClaudeDeepSeek··▲ 474 copies·updated 2026-07-14

error-analysis-2.prompt

Assistant is a large language model designed to provide a high quality analysis for every task.
You are given the following task description
{task_description}

Here is the prompt instructions that was given to the model:
{prompt}

An expert ranker evaluated the model's performance on the given task description.
and rank according to the following scale: {labels}

The mean score for this prompt is: {accuracy}
##
Here is a list of challenging cases for the given prompt and their rank:
##Challenging Cases:
{failure_cases}

###
Note that the ranker labels are __absolutely correct__, but the prompts (task descriptions) may be incorrect and need modification.
Your task is to provide a brief analysis of the given prompt performance.
Guidelines:
1. The analysis should contain only the following information:
    - A summary of the common mistakes of the prompt and the ways he can be improve his generation, try to cluster the failure cases into groups and describe each group.
2. The total length of your analysis should be less than 200 token!
###
Analysis:

fill the variables

This prompt has 5 variables. Pro fills them into a ready-to-paste prompt for you — no manual find-and-replace.

{task_description}{prompt}{labels}{accuracy}{failure_cases}

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when to use it

Community prompt sourced from the open-source GitHub repo Eladlev/AutoPrompt (Apache-2.0). A "Error Analysis" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.