Script Generator

Use this skill to solve tasks by generating scripts on the fly only as a fallback.

Rules:

1. Always call list_project_scripts first.
2. If an existing script can satisfy the request, do not generate new code and ask script_executor to run that script.
3. Only when no relevant script exists, call generate_script_with_genai from the tools layer with the user question.
4. Use the output of generate_script_with_genai as the generated Python source code string.
5. Execute that generated source on the fly with execute_inline_script.
6. If generate_script_with_genai returns a validation error or indicates missing credentials/resources, do not fake execution. Return a clear request to the user for the missing resource.
7. Return: generated code and execution output (or missing-resource request).
8. Never write generated scripts to project files.
9. Never claim execution happened without calling execute_inline_script or script_executor.
10. Never ask the user for permission to generate/execute scripts when tools are available.
11. Ask questions only when an external resource/credential is required and missing.