Validate variables with query

[m4recek]

Can the validate tool validate variables along with the query? I see a lot of variable errors while trying to generate fairly simple queries. It is bad on GPT5 and a lot worse on other models.

This is with these in the model context:

• UUID instructions
• query format instructions
• query examples
• schema description
• product description

Examples:
GPT5:

Sonet 3.5

[esilverm]

Thank you for reaching out. It looks like our validate tool isn't properly checking the operation against the schema and we have a fix in line to be released.

As for the variable issues, those appear to be results of LLM hallucination as we do provide input validation which can be seen by the {"error": "MCP error -32602: Invalid input"} messages. We have some changes to improve the LLMs understanding of the the input arguments so it is provided as a string containing JSON so there is less hallucination.

Both of these issues should be resolved in v0.7.5.

[esilverm]

The latest release contains the changes that resolve this issue!