ledfx_get_palette

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

No annotations are provided, so the description bears full responsibility. It does not disclose whether the operation is read-only (likely but unstated), what happens on failure (e.g., if name not found), or the structure of the returned data. This lack of behavioral detail is a significant gap.

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 a single, clear sentence with no redundant words. It efficiently conveys the tool's purpose and additional context (API endpoint). Structurally, it is well-suited for quick reading, though it could be more structured (e.g., bullet points) for complex tools.

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 tool's simplicity (one parameter, no output schema, no annotations), the description provides sufficient context for basic retrieval. It explains the purpose, the parameter format, and the underlying storage. However, it could be improved by hinting at the response format or typical usage scenarios.

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 100% (parameter 'name' is fully documented, including the note about omitting the 'palette:' prefix). The tool description does not add new parameter information beyond what the schema provides, so it meets the baseline but does not exceed it.

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 action ('Get a palette') and the resource ('by name'). It adds context about internal storage ('user gradient in LedFX /api/colors'), distinguishing it from sibling tools like ledfx_list_palettes (which lists all) and ledfx_create_palette.

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 (when you know the palette name and want its details), but it does not explicitly state when not to use it or mention alternatives like ledfx_list_palettes for browsing. This is a minimal viable guideline with room for improvement.

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