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Ruiguan Gun Parts Search

nexscope_ruiguan_gun_parts_search
Read-only

Check product images against a database of policy-violating items using visual similarity matching. Triggered when users mention policy compliance check, product image compliance review, violation detection, prohibited product screening, image-based compliance audit, pre-listing risk screening, or product image risk check. Even if the user does not explicitly say "compliance," this skill should be triggered whenever the need involves comparing product images against a violation database.

Input Schema

NameRequiredDescriptionDefault
imageUrlYesURL of the product image to inspect (maximum 1,000 characters)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true and destructiveHint=false, so the safety profile is covered. The description adds the method ('visual similarity matching') and the existence of a violation database, which is useful context. It says nothing about what a result looks like (match flag, similarity score, matched item), which matters since there is no output schema.

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

Conciseness3/5

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

The purpose is front-loaded, which is good, but the long enumerated trigger list consumes most of the text while the crucial domain qualifier ('gun parts') appears nowhere. Space is spent on routing keywords at the expense of the one fact that would disambiguate the tool.

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

Completeness3/5

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

For a single-parameter detection tool with annotations and no output schema, the description covers when-to-trigger well but leaves two material gaps: it never reveals the specific prohibited-item category (gun parts) and never hints at the shape of the result. An agent knows when to call it but not exactly what it screens for or what comes back.

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

Parameters3/5

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

There is a single required parameter with 100% schema description coverage (URL, 1,000-char max, with an example). The description adds no syntax, format, or validation detail beyond the schema. With schema coverage this high, baseline 3 is appropriate — the schema does the work.

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

Purpose3/5

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

The description states the action (check images via visual similarity matching against a violation database), but it deliberately obscures the tool's actual domain. The name/title says 'Gun Parts', yet the description generalizes to 'policy-violating items' and 'prohibited product screening', making it hard to distinguish from siblings like nexscope_ruiguan_copyright_detection, nexscope_ruiguan_trademark_graphic_detection, and nexscope_ruiguan_detection_patent_design. The core action is clear; the specific scope is not.

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

Usage Guidelines4/5

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

It gives an explicit, enumerated list of trigger phrases ('policy compliance check', 'prohibited product screening', 'pre-listing risk screening', etc.) plus a catch-all for implicit compliance needs. That is strong positive guidance. However, it offers no exclusions or alternatives — nothing saying when to prefer the copyright/trademark/patent detection siblings instead, which is a real risk given the overlapping vocabulary.

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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