Summarize Uncategorized Firefly Transactions

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

Annotations already declare readOnlyHint true, destructiveHint false, etc. The description reinforces non-destructive behavior ('suggest without applying'), but adds limited new context beyond annotations. No side effects or additional behavioral details 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 a single, concise sentence that front-loads the core action and key nuance (without applying). No unnecessary words or repetition of schema fields.

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?

Despite being a read-only analysis tool, the description omits expected outputs, grouping criteria, and parameter roles. With no output schema and zero param coverage, the agent lacks sufficient context to use the tool effectively.

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 fails to explain any of the four parameters (days, account, end_date, start_date). The agent has no guidance on how parameters affect grouping or which are needed, severely hampering correct invocation.

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 tool's function: grouping transactions with missing categories by likely merchant and suggesting category labels without applying them. This is a specific verb+resource combination that distinguishes it from sibling tools (setup, reconcile, etc.).

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 implicitly indicates read-only use ('without applying them'), aligning with annotations. However, no explicit guidance on when to use this tool versus alternatives is provided, though siblings are sufficiently different to infer context.

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