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xiaobenyang-com

Advertising-Analysis

tip

tip

Analyze advertising injection risks in LLM responses to identify potential middleware vulnerabilities and security concerns.

Instructions

tip

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topicNo
Behavior1/5

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 but fails completely. It doesn't indicate whether this is a read or write operation, what permissions might be required, what the output looks like, or any other behavioral traits. The single-word description offers zero transparency.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

While technically concise with a single word, this is a case of under-specification rather than effective brevity. The description is so minimal that it fails to communicate any useful information, making it inefficient for the agent's understanding despite its short length.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 1 parameter with no schema documentation, no annotations, and no output schema, the description is completely inadequate. It provides no context about what the tool does, how to use it, or what to expect, failing to compensate for the lack of structured information.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema has 1 parameter with 0% description coverage, meaning the parameter 'topic' is entirely undocumented in the schema. The description 'tip' adds no information about what this parameter means, its expected format, or how it influences the tool's behavior, leaving the agent with no guidance.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

Tautological: description restates name/title.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

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 are sibling tools like 'developer_tip' that might serve similar purposes, but the description offers no context, exclusions, or comparisons to help the agent make an informed selection.

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

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