# Basic Functions for LLM Code Generation Agent

1. **Read File Content**
   - Purpose: Retrieve the content of a specific file.
   - Input: File path
   - Output: File content as a string

2. **List Directory Contents**
   - Purpose: Get a list of files and subdirectories in a given directory.
   - Input: Directory path
   - Output: List of file and directory names

3. **Get File Metadata**
   - Purpose: Retrieve metadata about a file (e.g., size, creation date, last modified date).
   - Input: File path
   - Output: Dictionary of metadata

4. **Search for Files**
   - Purpose: Find files matching a given pattern or criteria.
   - Input: Search pattern, root directory
   - Output: List of matching file paths

5. **Parse Code Structure**
   - Purpose: Extract high-level structure of a code file (classes, functions, imports).
   - Input: File content or path
   - Output: Structured representation of code elements

6. **Generate Code Summary**
   - Purpose: Create a concise summary of a code file or function.
   - Input: Code content or AST
   - Output: Summary string

7. **Check Code Style**
   - Purpose: Verify if the code adheres to specified style guidelines.
   - Input: Code content, style rules
   - Output: List of style violations

8. **Detect Code Smells**
   - Purpose: Identify potential issues or anti-patterns in the code.
   - Input: Code content or AST
   - Output: List of detected code smells

9. **Resolve Dependencies**
   - Purpose: Identify and list external dependencies of a file or project.
   - Input: File or project root path
   - Output: List of dependencies

10. **Generate/Update Documentation**
    - Purpose: Create or update documentation for code elements.
    - Input: Code content or AST
    - Output: Documentation strings or separate documentation files

11. **Refactor Code**
    - Purpose: Suggest or apply refactoring to improve code quality.
    - Input: Code content, refactoring type
    - Output: Refactored code

12. **Run Tests**
    - Purpose: Execute test suite and return results.
    - Input: Test file or directory
    - Output: Test results (pass/fail, coverage)

13. **Analyze Code Complexity**
    - Purpose: Calculate complexity metrics (e.g., cyclomatic complexity).
    - Input: Code content or AST
    - Output: Complexity scores

14. **Track Code Changes**
    - Purpose: Monitor and record changes made to the codebase.
    - Input: Before and after code states
    - Output: Diff or change log

15. **Generate Code Snippets**
    - Purpose: Create code snippets based on high-level descriptions.
    - Input: Description of functionality
    - Output: Code snippet

16. **Validate Code Correctness**
    - Purpose: Check if generated or modified code is syntactically correct and runs without errors.
    - Input: Code content
    - Output: Validation result (success/failure, error messages)

These functions provide a foundation for an LLM agent to interact with, analyze, and generate code effectively. Depending on the specific requirements of your project, you may need to implement additional specialized functions.