Prompt Improver Skill

Version: 1.0
Domain: AI Prompting & Bot Communication
Focus: Optimize prompts for Telegram bots, increase clarity and response quality

Overview

The Prompt Improver skill enhances prompts designed for bots by applying OpenAI's prompt engineering best practices, domain-specific optimizations, and bot-communication patterns. It analyzes prompts against a systematic framework and provides structured improvements.

Core Capabilities

1. Prompt Analysis Framework

• Clarity Assessment - Measures clarity on 1-10 scale
• Specificity Check - Evaluates technical detail level
• Context Sufficiency - Validates background information
• Role Definition - Confirms actor/persona clarity
• Output Format - Checks expected response structure
• Constraint Identification - Lists limitations and requirements

2. Improvement Strategies

✅ Clarity Enhancements

• Remove ambiguous language
• Define technical terms inline
• Use concrete examples
• Replace vague phrases with specific actions

✅ Specificity Optimization

• Add measurable outcomes
• Include input/output examples
• Define edge cases to handle
• Specify tone and style

✅ Bot-Specific Optimizations

• Telegram command syntax (/start, /help)
• Message formatting (markdown, buttons, keyboards)
• Conversation flow patterns
• Error handling strategies
• Response length constraints (4096 char limit)

✅ Context Enrichment

• Suggest background information
• Include relevant examples
• Define expected user scenarios
• Add domain-specific terminology

3. Analysis Output Structure

## 📊 ORIGINAL PROMPT ANALYSIS
- Clarity Score: [1-10]
- Specificity Level: [Low/Medium/High]
- Context Richness: [Insufficient/Adequate/Rich]
- Bot Compatibility: [⚠️ Issues / ✅ Compatible]
- Key Issues: [List]

## 🎯 IMPROVEMENT RECOMMENDATIONS
1. [Specific improvement with reasoning]
2. [Next improvement]
...

## ✨ IMPROVED PROMPT
[Optimized version]

## 📝 EXPLANATION
- Why changes were made
- Expected quality improvement
- Bot-specific considerations

Usage Patterns

Pattern 1: Bot Command Enhancement

User: "Improve this prompt for my Telegram bot"
[Prompt about listing products]

Skill Response:
- Analysis of current prompt
- Bot-specific suggestions (keyboard layout, response format)
- Improved version with Telegram best practices

Pattern 2: Conversation Flow Design

User: "Design a conversational flow for..."
Skill provides:
- Multi-turn conversation structure
- Button/keyboard layouts
- Error handling prompts
- Exit strategies

Pattern 3: AI Integration Optimization

User: "Improve this prompt for Gemini/ChatGPT API calls"
Skill provides:
- Model-specific optimizations
- Token efficiency improvements
- System prompt + user prompt separation
- Temperature/parameter suggestions

Bot-Specific Best Practices

Telegram Bots

• Message Limits: 4096 characters per message
• Markdown: Use **bold**, _italic_, `code`
• Keyboards: Suggest inline buttons or reply keyboards
• Callbacks: Design stateless callback handlers
• Rate Limits: Consider API rate limiting

WhatsApp Bots (WAHA)

• Templates: Use message templates for broadcasts
• Media: Support image/document responses
• Formatting: Limited markdown support
• Buttons: Button payloads max 256 chars

Multi-Platform Coordination

• Prompt Versioning: Different prompts per platform
• Fallbacks: Handle unsupported features gracefully
• Context Preservation: Maintain conversation state

Integration Points

With Telegram UI Design Skill

• Complements keyboard/button design
• Provides instruction text for UI elements
• Optimizes for message formatting constraints

With Backend Services

• Prepares prompts for API calls
• Structures responses for database storage
• Defines error handling responses

Evaluation Metrics

Templates & Examples

Template: System Prompt for Affiliate Bot

You are an Affiliate Product Recommendation Bot for OfertaChina.
Your role: Help users find the best deals on Chinese products.
Constraints: Keep responses under 300 words, max 2 product recommendations per message.
Format: Use inline buttons [View Deal] [Add to List] [Share]
Tone: Friendly, helpful, professional
Error Handling: If product not found, suggest similar categories

Template: Conversation Flow for Product Search

[START] → Ask category preference
  ↓
[CATEGORY_SELECT] → Show category buttons
  ↓
[FILTER_OPTIONS] → Price range, brand, rating
  ↓
[RESULTS] → Display products with inline buttons
  ↓
[DETAIL_VIEW] → Full product info with affiliate link
  ↓
[ACTION] → Add to list, share, or new search

Command Patterns for Automation

# Improve prompt for telegram
@prompt-improver Optimize this prompt: "List products"

# Design conversation flow
@prompt-improver Design a product search flow for Telegram

# API integration prep
@prompt-improver Prepare prompt for Gemini API integration

# Error handling
@prompt-improver Improve error messages for this bot

Advanced Features

1. Prompt Versioning

• Track prompt iterations
• Compare performance metrics
• A/B test different versions

2. Domain-Specific Libraries

• Affiliate marketing prompts
• E-commerce product descriptions
• Customer service patterns
• Content generation templates

3. Performance Tuning

• Optimize for response latency
• Reduce token consumption
• Improve accuracy metrics
• Measure user satisfaction

References & Learning Resources

• OpenAI Prompt Engineering Guide
• Telegram Bot API Documentation
• Claude Prompt Engineering
• WAHA Documentation

Changelog

• v1.0 (2025-12-19): Initial release with Telegram/WhatsApp optimization, conversation flow design, API integration prep

Status: ✅ Production Ready
Maintenance: Active
Last Updated: December 19, 2025