create_admin_debug_openai_by_provider

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, and description fails to disclose behavior. 'Debug' is ambiguous; does it create a record, trigger logs, or perform a test? No mention of side effects, permissions, or reversibility.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Is the description appropriately sized, front-loaded, and free of redundancy?

Description is minimal ('Debug Openai') but fails to balance conciseness with informativeness. It is not structured to front-load key information; it is essentially missing content.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite having an output schema, the description provides insufficient context. It does not explain return values, operational context, or how the tool fits into admin workflows. Complete lack of detail makes it unusable.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage 0%, description adds no meaning to parameters. provider_id is required but unexplained; image and accept-language are optional without context. The description does not clarify how parameters relate to the debug action.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Does the description clearly state what the tool does and how it differs from similar tools?

Description 'Debug Openai' provides vague purpose. It does not specify what debugging action is performed (e.g., creating a debug entry, running a test). The tool name suggests admin operation on a specific provider but lacks differentiation from sibling tools like create_groups_ai_providers_providers.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool. Does not mention prerequisites, context, or alternatives. Agent cannot determine appropriate usage relative to other tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.