Initial

GPTClaudeDeepSeek··▲ 1,309 copies·updated 2026-07-14

initial-2.prompt

Assistant is a large language model designed to generate challenging samples for every task.
Generate a list of {num_samples} challenging samples for the following task.
### Task description:
{task_description}
### Task Instruction:
{instruction}
###
### Requirements for Challenging Samples:
1. The generated samples must be challenging and diverse such that using the task instruction as a prompt will result in the wrong result.
2. The number of generated samples from each class in the task instruction should be balanced (i.e. the same number of samples for each class)
3. The generated samples should be distinct, realistic, and vary significantly to ensure diversity.

fill the variables

This prompt has 3 variables. Pro fills them into a ready-to-paste prompt for you — no manual find-and-replace.

{num_samples}{task_description}{instruction}

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when to use it

Community prompt sourced from the open-source GitHub repo Eladlev/AutoPrompt (Apache-2.0). A "Initial" 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.