openpanel_get_project_stats

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

No annotations provided, yet the description fails to disclose safety (read-only vs destructive), rate limits, error conditions, or explain the '[UNIFIED]' metadata tag. The word 'Get' implies read-only behavior but lacks explicit confirmation.

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?

Single sentence with parenthetical detail is efficient in length, but the '[UNIFIED]' prefix wastes valuable leading space without explanation. Appropriately concise but incomplete given the lack of schema documentation.

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?

Given zero annotation coverage, zero schema descriptions, and no output schema, the description provides insufficient context. It describes the output categories but omits parameter semantics, return structure, and behavioral boundaries needed for safe 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?

Schema description coverage is 0%, and the description provides no compensation for this gap. The 'date_range' parameter accepts '30d' strings but no format guidance is given, and 'site' vs 'project_id' distinction is unexplained despite being critical for invocation.

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?

Clear verb 'Get' with specific resource 'project statistics' and explicit sub-resource enumeration (events, users, storage) that distinguishes it from sibling tools like 'openpanel_get_storage_stats' or 'openpanel_get_realtime_stats'. The '[UNIFIED]' prefix is noise but doesn't obscure the core purpose.

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 versus more specific stat tools (e.g., get_storage_stats for granular storage data), no mention of required parameters, and no usage prerequisites or error handling context provided.

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