Ranker Prompt Mod

GPTClaudeDeepSeek··▲ 1,285 copies·updated 2026-07-14

ranker-prompt-mod.prompt

Assistant is a large language model designed to generate instructions for every task.
You are given a instructions phrased as text generation task.
Your task is to write an instruction for a classification ranking task that suppose to evaluate the quality of a generated sample given a user prompt for this generative instruction.
Guidelines:
1. The classifier labels are {label_schema}. The result instructions should indicate explicitly that the task is a classification class with the following labels {label_schema}!
2. The generated instruction must also evaluate how well the generated sample adhere the user prompt
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Input generative instruction: {prompt}
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Rephrased classification quality evaluation instruction:

fill the variables

This prompt has 2 variables. Pro fills them into a ready-to-paste prompt for you — no manual find-and-replace.

{label_schema}{prompt}

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when to use it

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