Agent Skill Plugin

Overview

Agent Skill Plugin is an intelligent agent strategy plugin for the Dify platform that dynamically activates specialized skills based on user queries. Inspired by Claude Code Skills and OpenAI Agents Codex Tool concepts.

✨ Core Features

Feature	Description
🎯 Multi-Skill Architecture	Load and manage multiple specialized skills
🔍 Smart Matching	Automatically activate relevant skills based on keywords
🛠️ Tool Integration	Seamlessly integrates with Dify's built-in tools
📝 Easy Creation	Support SKILL.md files and YAML configuration
🔄 Streaming Responses	Real-time streaming output with debug logging

🧰 Built-in Skills

1. Code Helper

Assists with programming and code-related tasks:

• 📖 Code Explanation - Break down complex logic
• 🔧 Refactoring - Apply SOLID principles
• 🐛 Debugging - Analyze errors and provide fixes
• ⚡ Optimization - Identify bottlenecks

Triggers: explain code, refactor, optimize, code review, debug, fix bug, code

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2. Documentation Helper

Creates comprehensive documentation:

• 📄 README Generation - Complete project docs
• 🌐 API Documentation - Endpoints, parameters, examples
• 💬 Code Comments - Multi-format docstrings
• ✍️ Technical Writing - Clear, structured content

Triggers: document, readme, api docs, docstring, jsdoc

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3. Testing Helper

Generates tests and improves coverage:

• 🧪 Unit Tests - AAA pattern, edge cases
• 🔗 Integration Tests - Component interaction testing
• 🎭 Mocking & Stubbing - Dependency isolation
• 📊 Coverage Analysis - Identify untested paths

Triggers: test, unit test, integration test, mock, coverage, pytest, jest

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⚙️ Configuration Parameters

Parameter	Type	Required	Default	Description
model	model-selector	✅	-	LLM model to use
tools	array[tools]	❌	-	External tools available
query	string	✅	-	User query to process
enabled_skills	string	❌	"all"	Comma-separated skill names
custom_skills	string	❌	-	YAML-formatted custom skills
debug_mode	boolean	❌	false	Enable debug logging
maximum_iterations	number	✅	10	Max tool call iterations

📦 Custom Skills

Define custom skills using YAML format in Dify interface:

- name: translation-helper
  description: Helps translate text between languages
  triggers:
    - translate
    - translation
  priority: 5
  category: language
  instructions: |
    # Translation Helper
    
    When translating:
    1. Identify source and target languages
    2. Provide accurate translations
    3. Explain nuances or alternatives

🚀 Getting Started

1. Install the plugin in your Dify workspace
2. Create a new Agent application
3. Select "Skill-based Agent" as the agent strategy
4. Configure model and tools
5. Start chatting - skills activate automatically!

📚 Documentation

• Development Guide - Installation, debugging, project structure
• Privacy Policy - Data handling explanation

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License

MIT License

Contributing

Contributions are welcome! Please see Development Guide for details.