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ghl-internal-cli

by drkavner

ghl_vibe_ai_chat_get

Retrieve chat messages from a Vibe AI project by providing the project ID, with options to limit and offset results.

Instructions

Get chat messages from a Vibe AI project

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo100
offsetNo0
projectIdYesVibe AI project ID
Behavior2/5

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

There are no annotations, so the description must disclose behavioral traits itself. It only mentions the basic operation without explaining pagination behavior, result ordering, or response format, leaving the agent to infer these from the schema's limit/offset defaults.

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 concise sentence that immediately states the tool's purpose with no wasted words.

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

Completeness2/5

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

Given no output schema and no annotations, the description should explain more about the expected response and how to control pagination. It is too minimal for an agent to invoke confidently, especially with unexplained limit and offset parameters.

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

Parameters2/5

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

The description does not elaborate on the limit or offset parameters, and the schema only describes projectId. With schema coverage at 33%, the description fails to compensate by explaining how these parameters affect the returned messages.

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 clearly states the action (get), the resource (chat messages), and the context (Vibe AI project), making it easy to understand what the tool does and distinguishing it from sibling tools that retrieve other data types.

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?

No guidance is provided on when to use this tool versus alternative methods for retrieving chat data, nor are any prerequisites or alternative approaches mentioned. The usage context is only implied by the verb 'get'.

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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