market_snapshot_tool

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

No annotations exist, so the description carries the full burden of behavioral disclosure. It states the content categories included but does not explain how the optional state or set_aside filters affect results, whether the output is aggregate counts or individual opportunities, how 'urgent deadlines' are determined, or whether any side effects exist.

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 concise sentence that front-loads the core purpose and lists key content areas. It is efficient, though it reads more like a noun-phrase summary than an actionable tool description.

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 no output schema and no annotations, the description is too sparse for an agent to fully understand invocation behavior. It does not clarify how the filters interact, what 'typical values' or 'urgent deadlines' mean in output terms, or how this tool compares to closely related siblings.

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 only loosely hints at 'set-asides' corresponding to the set_aside parameter. The state and max_results parameters are not explained at all, including what values are expected or how the result limit behaves.

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 conveys that the tool provides an 'Overview of available federal opportunities' and lists meaningful content dimensions such as set-asides, NAICS sectors, agencies, typical values, and urgent deadlines. It is clear as a summary/overview function, though it lacks a direct action verb and does not explicitly differentiate itself from search_opportunities.

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?

There is no guidance on when to use this snapshot tool versus the sibling tools like search_opportunities, look_up_naics, or federal_thresholds. The word 'overview' implies a high-level starting point, but no explicit when-to-use or when-not-to-use conditions are provided.

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