botindex_doppler_intel

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 mentions 'AI-powered' and includes a cost ('$0.05'), hinting at a paid or rate-limited service, but it doesn't detail authentication needs, rate limits, output format, or error handling. This leaves significant gaps in understanding how the tool behaves.

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 brief and front-loaded with key information ('AI-powered Doppler launch intelligence'), but the inclusion of '$0.05' could be more integrated or explained. Overall, it's efficient with minimal waste, though slightly disjointed.

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 annotations and no output schema, the description is incomplete. It lacks details on what the tool returns (e.g., data format, examples), error conditions, or how it integrates with other tools. For a tool with potential complexity in 'intelligence' analysis, this leaves the agent under-informed.

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 has 0 parameters with 100% coverage, so no parameter documentation is needed. The description appropriately doesn't add parameter details, as there are none to explain, aligning with the baseline for zero parameters.

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 the tool provides 'AI-powered Doppler launch intelligence' with 'quality scores, rug probability, creator analysis', which gives a general purpose. However, it doesn't specify what exact action the tool performs (e.g., 'fetch', 'analyze', 'generate') or clearly distinguish it from sibling tools like 'botindex_doppler_launches' or 'botindex_crypto_intel', making it somewhat vague.

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 explicit guidance is provided on when to use this tool versus alternatives. The description mentions 'Doppler launch intelligence', but it doesn't explain the context or prerequisites for usage, nor does it reference any sibling tools for comparison, leaving the agent with minimal direction.

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