optimizer
OfficialEnhance agent code and performance.
Software Engineering#code analysis#refactoring#system prompt#AST#agent optimization#tool configuration
AuthorinclusionAI
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses issues in existing AI agents by analyzing their code and applying targeted optimizations to improve performance, security, and functionality.
Core Features & Use Cases
- Code Analysis: Uses Abstract Syntax Tree (AST) to deeply inspect agent code, system prompts, and tool configurations.
- Automated Patching: Generates and applies code modifications to fix bugs, enhance capabilities, or refine agent behavior.
- Use Case: An agent is failing to use a new tool correctly. The Optimizer Skill analyzes the agent's
mcp_config.pyand system prompt, identifies the missing tool configuration, and automatically adds it to enable the agent's new capability.
Quick Start
Use the optimizer skill to analyze and improve the agent located at '/path/to/target/agent'.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: optimizer Download link: https://github.com/inclusionAI/AWorld/archive/main.zip#optimizer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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