openpanel_track_batch

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

No annotations are provided, so the description carries full burden. It fails to disclose critical behavioral traits: whether the operation is atomic or partial if one event fails, rate limits, idempotency, or what the response indicates. 'Track' implies a write operation but doesn't confirm side effects.

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?

The description is appropriately brief and front-loaded with the core action. However, the '[UNIFIED]' tag is noise that doesn't help the agent, and the extreme brevity leaves important questions unanswered given the tool's complexity.

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?

For a 4-parameter batch write operation with no output schema or annotations, the description is insufficient. It lacks explanation of event payload structure, error handling behavior, or return values necessary for correct invocation.

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?

With 0% schema description coverage, the description fails to compensate adequately. It mentions 'events' generally but doesn't explain the expected structure of event objects, the format of the 'site' identifier, or when to override the optional client_ip/user_agent defaults.

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?

The description clearly states the tool tracks multiple events in a single request and mentions the efficiency benefit. It implicitly distinguishes from single-event siblings like openpanel_track_event by emphasizing 'batch' and 'efficiency', though the '[UNIFIED]' prefix is non-functional metadata.

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?

The description implies when to use this tool (for multiple events via 'efficiency' hint) but lacks explicit guidance on when NOT to use it versus openpanel_track_event, and omits prerequisites like site setup or authentication requirements.

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