analyze_network

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

With no annotations provided, the description carries full responsibility for disclosing behavioral traits. It fails to mention whether the analysis is read-only, long-running, requires special permissions, or produces any output — leaving the agent uninformed about side effects or execution expectations.

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 with no redundancy or filler. It is front-loaded with the main action, but its brevity limits structural organization; despite this, it earns its place by conveying the core purpose efficiently.

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 is severely under-specified for a tool with no output schema and no annotations. It does not explain what the analysis returns, how results are presented, any time/scope implications, or how it fits into the broader workflow, making it inadequate for confident invocation.

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%, with all three parameters (focus, duration, network_segment) having meaningful descriptions. The tool description adds no extra information about the parameters, but the schema already provides clear semantics, so the baseline of 3 applies.

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 primary action ('Analyze network traffic') and its goal ('identify potential security issues'), using a specific verb and resource. However, it does not explicitly differentiate it from sibling tools like forensics_analysis or investigate_incident, which could also analyze network-related data.

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 versus alternatives. There is no mention of appropriate scenarios, prerequisites, or exclusions, leaving the agent without clear decision-making support for tool selection.

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