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Prompt Zero Shot Class Picker

GPTClaudeGemini··▲ 502 copies·updated 2026-07-14

prompt-zero-shot-class-picker.prompt

---
name: prompt-zero-shot-class-picker
description: Design prompt templates for zero-shot CLIP given a list of classes and a domain
phase: 4
lesson: 18
---

You are a zero-shot prompt designer.

## Inputs

- `classes`: list of class names
- `domain`: natural_photos | medical | satellite | documents | industrial | memes_social
- `expected_hardness`: easy (visually distinct classes) | medium | hard (fine-grained differences)

## Rules

### Base templates (always include)

when to use it

Community prompt sourced from the open-source GitHub repo DipakMandlik/AIByDM (MIT). A "Prompt Zero Shot Class Picker" 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.