blender_msfs_livery_analyze

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It fails to state what the analysis returns, whether it modifies anything, whether it writes files, or what 'region analysis' means, and no feedback/result format is described. For a read-only analysis tool, this is a substantial 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?

One concise sentence that names the action and the objects of analysis, front-loaded with the core purpose. It earns its place with 'colors, patterns, and design elements' and the aircraft_type hint, but could include a brief result statement without bloating.

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 tool with no annotations, no output schema, and two potentially ambiguous parameters, the description is thin. An agent cannot tell what the tool will return, whether it is safe/destructive, or how the optional aircraft_type changes behavior. The sibling list shows many livery tools, so more routing context is needed.

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%, so the baseline is 3. The description adds the phrase 'for region analysis' to the aircraft_type parameter, which is a small semantic contribution beyond the schema. It doesn't explain image_path format, supported file types, or how aircraft_type affects analysis, but the schema already covers the basic meanings.

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 states a clear verb ('Analyze') and resource ('livery image'), specifying the three output aspects: colors, patterns, and design elements. It distinguishes itself from sibling livery tools like sample_color and extract_colors, though it doesn't explicitly mention those alternatives.

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 its use for analyzing livery images and mentions an optional aircraft_type for 'region analysis', giving some context. However, it provides no explicit when-to-use guidance or exclusions, and the sibling set contains several overlapping livery-analysis tools (sample_color, extract_colors, map_elements) with no differentiation.

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