advanced_threat_detection

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It fails to mention any side effects, permissions, return format, or what 'advanced threat detection' actually does. The vague phrasing lacks any concrete behavioral traits, making it impossible for an agent to anticipate the tool's actions.

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 concise but under-specified. The single sentence 'Perform advanced threat detection using behavioral analysis and pattern recognition' is a tautological restatement of the name and adds no informative value, similar to the 'Process' calibration example.

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 the tool's implied complexity and lack of output schema or annotations, the description is completely inadequate. It does not explain what results are produced, how they are presented, or what the agent should expect after invoking the tool, leaving critical gaps for a tool with so many 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 100% for the only parameter (session_id), so the baseline is 3. The description does not add any parameter-specific information beyond what the schema already provides, so it correctly stays at baseline.

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 essentially restates the tool name ('advanced threat detection') and adds generic terms 'behavioral analysis and pattern recognition' without specifying what concrete actions or outputs are involved. It does not distinguish this tool from its many siblings such as detect_suspicious, quick_triage, or analyze_lateral_movement.

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 provides no guidance on when to use this tool compared to alternatives. It does not mention any prerequisites, exclusions, or typical scenarios, leaving the agent with no context for selecting it over similar detection tools.

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