coze-dev / coze-dev/coze-loop

Prompt Optimization Functionality

Open
#43 1 comment 0 reactions 0 assignees View on GitHub
enhancement
Dominant language
Go
Stars
5.7k
Forks
795
Avg merge
1d 4h
Merged PRs (30d)
29

Description

思考过程:
The user is asking me to write a feature request in English for adding a prompt optimization functionality. This seems like a request for a software feature, likely for an AI system or application that works with prompts. I should write this as a clear, professional feature request that outlines what the prompt optimization feature should do.

Let me structure this as a typical feature request with:
1. Feature title
2. Description/overview
3. User story/use case
4. Acceptance criteria or requirements
5. Benefits

I'll write this in English as requested.

# Feature Request: Prompt Optimization Functionality

## Overview
Add an intelligent prompt optimization feature that helps users improve their prompts for better AI responses and outcomes.

## User Story
As a user, I want to optimize my prompts automatically so that I can get more accurate, relevant, and high-quality responses from the AI system without needing extensive prompt engineering knowledge.

## Proposed Functionality

### Core Features
1. **Prompt Analysis**: Analyze current prompt structure, clarity, and effectiveness
2. **Optimization Suggestions**: Provide real-time recommendations to improve prompt quality
3. **Auto-Enhancement**: Automatically refine prompts while preserving user intent
4. **Performance Metrics**: Show before/after comparison of prompt effectiveness

### Key Components
- **Clarity Checker**: Identify ambiguous or unclear instructions
- **Context Optimizer**: Suggest better context and background information
- **Format Improver**: Recommend optimal prompt structure and formatting
- **Goal Alignment**: Ensure prompts align with desired outcomes

Contributor guide

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.