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Ka1y0
by Ka1y0

Audit local LM Studio security

lmstudio_security_audit

Audit LM Studio's security by checking loopback binding, LAN exposure, CORS, authentication, sensitive logging, and remote destinations. Read-only checks reveal risks without modifications.

Instructions

Read-only audit of loopback binding, LAN exposure, CORS, authentication, sensitive logging, and remote destinations.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
successYes
findingsYes
readOnlyYes
corsEnabledYes
localhostOnlyYes
changedSettingsYes
lanExposureDetectedYes
authenticationRequiredYes
sensitiveLoggingEnabledYes
remoteDestinationConfiguredYes
Behavior4/5

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

With no annotations provided, the description carries the transparency burden. It explicitly labels the operation as 'Read-only audit', which is a key behavioral disclosure. It also enumerates audit focus areas, though it could add context about network interactions or interpretation of results.

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?

A single, well-structured sentence front-loads the key verb and security scope, then efficiently lists specific audit dimensions. Every phrase earns its place with no redundancy or filler.

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?

For a zero-parameter tool that has an output schema, the description provides a solid overview of the security domains covered. It is complete enough for basic selection, though it could mention expected outputs or typical use cases given the breadth of an audit.

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 input schema is empty, so parameter-level explanation is unnecessary. The baseline for zero-parameter tools applies; the description adds no conflicting or missing parameter information.

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

Purpose5/5

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

The description uses a specific verb ('audit') and resource ('local LM Studio security'), listing six concrete security dimensions (loopback binding, LAN exposure, CORS, authentication, sensitive logging, remote destinations). This clearly differentiates it from sibling tools like lmstudio_diagnose or lmstudio_test_endpoints.

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?

The description gives no explicit guidance on when to use this tool versus alternatives. It implies a read-only audit use case but does not mention exclusions, prerequisites, or direct sibling references, leaving selection largely to the agent's inference.

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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