impact_identify_champions

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

With no annotations, the description carries the burden of behavioral disclosure. It only states the high-level purpose and gives no details about what the analysis produces, how results are returned, or any side effects. This is insufficient for a 6-parameter analytical tool.

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, efficient sentence with no wasted words, but the phrase 'I phase' is cryptic and could be expanded without much cost. It is concise but slightly under-specified.

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 6 parameters, no output schema, and no annotations, the description is too thin to guide an agent in understanding what to expect. It does not explain the meaning of the 'I phase', the nature of 'champions', or how inputs like sales_cycle and typical_deal_size factor into the analysis.

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?

The input schema covers 100% of parameters with descriptions, so the schema already provides parameter semantics. The tool description adds no additional meaning about how each parameter is used in the analysis.

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 specific action ('Analyze and identify') applied to a clear resource ('ideal customers and internal champions'). The 'I phase' hint weakly ties it to the framework but doesn't distinguish it strongly from siblings like impact_pinpoint_value or impact_anchor_market.

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?

No guidance is provided on when to use this tool versus alternative impact_* tools. The 'I phase' label is the only context, but it is not explained, and no exclusions or comparisons to siblings are given.

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