Agent Optimization Skill (Optimizer)

📌 Mandatory Usage Guidelines

CRITICAL: READ BEFORE USE. Adherence to these rules is essential for the skill to function correctly.

1. Tool Calls are Direct:

   • ✅ DO call tool functions like CAST_ANALYSIS(...) and CAST_CODER(...) directly.
   • ❌ DO NOT write or show Python code examples that import or manually implement tool logic (e.g., from aworld.experimental.ast import ACast). The tools are pre-loaded and ready for direct invocation.

2. CAST_ANALYSIS Query Format:

   • ✅ DO use regular expression (regex) patterns for all search_ast queries.
     • Example: .*MyClassName.*|.*my_function_name.*
   • ❌ DO NOT use natural language for search_ast queries.
     • Incorrect: "Show me the implementation of the MyClassName class"