Insider cluster buying

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

With no annotations, the description carries the behavioral burden and does substantial work: it restricts to Form 4 code P open-market buys, requires multiple distinct buyers, explains sort order, and states default thresholds for window and insider count. It still omits things like pagination and limit behavior, but the core filtering and output behavior are disclosed.

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 compact and front-loaded: the first sentence defines the scope and outputs, and the second sentence adds defaults and ticker usage. It avoids boilerplate, though it does restate some default values already present in the schema.

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?

The description gives enough context to invoke the tool correctly, including defaults, sorting, and returned fields, especially in the absence of an output schema. It is less complete on how this tool relates to sibling insider tools and on what the limit parameter controls, but these are not blocking 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?

Schema coverage is high at 80%, and the description adds value by stating defaults (30 days, 3+ insiders) and clarifying that ticker narrows to a single company. However, the limit parameter has no description in the schema and is not mentioned in the description, leaving one minor semantic gap.

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 identifies the tool as finding companies where multiple insiders bought stock on the open market within a window, and lists the returned fields (buyers, titles, trades, combined value, dates). It does not explicitly contrast itself with sibling tools like insider_trades or planned_insider_sales, so it falls short of full differentiation.

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 gives no guidance on when to choose this tool over insider_trades, planned_insider_sales, or other insider-related siblings. The only usage hint, 'Use ticker to check one company,' addresses parameter usage rather than tool selection, and no exclusions or alternative conditions are stated.

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