get_entities_admin_stats

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

With no annotations, the description carries full burden for behavioral transparency. It only states it gets stats, implying a read operation, but offers no details on performance, rate limits, or side effects. Minimal disclosure.

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 packs multiple key pieces of information without unnecessary words. Could benefit from further structuring (e.g., listing more examples), but remains concise.

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 stats tool with no parameters and no output schema, the description provides a reasonable overview but lacks details such as whether results are aggregated or per-entity, and what format the output takes. Adequate but with gaps.

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?

Input schema is empty, so description adds value by listing the kinds of stats returned. However, it does not specify output format or structure, leaving some ambiguity.

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 clearly states the tool gets entity catalog stats and enumerates specific aspects: total, with embeddings/coordinates, by type/source, top mentioned. This provides a clear purpose and differentiates from sibling tools that focus on individual entities or other domains.

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 versus alternatives. Given the many sibling stats tools (e.g., get_platform_stats_overview, get_data_quality_stats), explicit usage context would help an agent decide.

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