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PROMPT ENHANCEMENT PLAN

GPTClaudeGemini··▲ 511 copies·updated 2026-07-14

prompt-enhancement-plan.prompt

# Image Generation Prompt Enhancement Plan

## Overview
This document outlines the comprehensive enhancement plan for tuning image generation prompts in the AI Instagram Bot application.

## Current State Analysis

### Existing Prompt Structure
- **Stability AI**: `"{cartoon}, {pattern}"`
- **DALL-E 3**: `"{ai_response}, {pattern}"`
- **Imagen**: `"{cartoon}, {pattern}"`

### Issues Identified
1. **Too Simple**: Basic prompts lack detail and context
2. **No Negative Prompts**: Missing guidance on what to avoid
3. **No A/B Testing**: No way to compare different strategies
4. **Limited Variation**: Repetitive prompt structure
5. **No Performance Tracking**: Can't measure which prompts work better

## Enhancement Implementation

### 1. Enhanced Prompt Components ✅

#### Added Components:
- **Lighting Styles**: 16 different lighting options
- **Composition Styles**: 16 different composition techniques
- **Mood Atmospheres**: 18 different emotional tones
- **Quality Enhancers**: 12 different quality boosters
- **Negative Prompts**: 50+ elements to avoid

#### Example Enhanced Prompt:

fill the variables

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

{cartoon}{pattern}{ai_response}

Unlock with Pro →

when to use it

Community prompt sourced from the open-source GitHub repo yahayuta/ai_bot_app_insta (MIT). A "PROMPT ENHANCEMENT PLAN" 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.