tautulli_transcode_stats

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

With no annotations provided, the description alone must convey behavioral traits. It indicates a read operation but lacks details on data aggregation, refresh rate, or any side effects. The description is somewhat transparent but lacks depth.

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 concise, consisting of one sentence with a dash for additional context. It is front-loaded with the key action. While effective, a slightly more structured format could improve readability.

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 the simple input (one optional parameter) and presence of an output schema, the description is mostly complete. It explains what the tool returns (direct play vs transcode breakdown by platform) but could mention that output schema exists or specify the exact fields.

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?

The input schema has 100% coverage for the 'days' parameter, including a clear description and default. The tool description adds no further meaning beyond what the schema provides, fitting the baseline for high coverage.

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 specific action ('Get direct play vs transcode breakdown by platform') and identifies the resource ('devices'). It effectively distinguishes from sibling tools like tautulli_platform_stats by focusing on transcoding load.

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 usage for analyzing transcode versus direct play, but it does not explicitly state when to use this tool over alternatives like tautulli_platform_stats or tautulli_activity. No exclusions or alternative tool references are given.

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