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GoAI Moat Market Intel Brief

List Topics

list_topics

列出情报库的主题索引(slug/含义/关键数据/建议检索词),帮 Agent 快速定位。

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

No annotations are provided, so the description carries the behavioral burden. It clearly discloses that this is a listing operation and what kinds of data are returned, and '列出' implies read-only behavior. However, it does not explicitly state side-effect safety, access constraints, freshness, or any limitations beyond the listed fields.

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

Conciseness5/5

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

The description is a single front-loaded sentence with no filler. Every phrase adds value: the resource is named, the returned content is itemized, and the intended purpose is stated compactly.

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

Completeness4/5

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

Given that this is a zero-parameter listing tool and an output schema exists, the description covers enough of what an agent needs: what is listed and what fields to expect. The main missing element is usage context relative to the siblings, but that gap is minor because the empty input schema removes any invocation risk.

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

Parameters4/5

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

The tool has zero parameters and the schema coverage is 100%, so there is nothing for the description to elaborate on. The baseline 4 applies: no parameter information is needed because no parameters exist.

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

Purpose4/5

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

The description states a specific verb (列出/list) and resource (情报库的主题索引 / intelligence topic index), and enumerates what the index contains: slug, meaning, key data, and suggested search terms. It is clearly distinct from the siblings in name and function, though it does not explicitly contrast itself with them.

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

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no explicit guidance on when to use this tool versus search_intel or get_latest_brief. The phrase '帮 Agent 快速定位' implies a discovery/orientation use case, but no conditions, exclusions, or alternative routing are provided.

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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