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hivelearn_list_ai_jobs

List the key creator's AI course generation jobs in this community, newest first, with status and progress. Needs scope read:ai.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoPage size, default 20
offsetNoRows to skip, default 0

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.8/5.0
Behavior3/5

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

With no annotations provided, the description carries the burden of behavioral disclosure. It adds useful details: newest-first ordering, included status/progress fields, and the required read scope. However, it does not describe pagination behavior, empty-result behavior, or any other response characteristics beyond those 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 one efficient sentence that front-loads the verb and resource, then adds ordering, output fields, and an access requirement. No wasted words.

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 simple list operation with two optional parameters, the description is largely complete: it states what is listed, the ordering, key output fields, and required scope. A small gap is that 'key creator's' is somewhat ambiguous and no return structure is described, but the tool is simple enough that this is not a major omission.

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?

Schema description coverage is 100%, so the baseline is 3. The description does not add additional meaning about limit or offset beyond what the schema already provides.

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 clearly states the verb 'List' and the resource: the key creator's AI course generation jobs in the community, with ordering ('newest first') and included fields ('status and progress'). It is distinct enough from the singular sibling hivelearn_get_ai_job, though it does not explicitly name that sibling.

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?

The description provides clear context for use: it lists AI course generation jobs, sorted newest first, and notes the required 'read:ai' scope. It does not explicitly mention when to prefer this over hivelearn_get_ai_job, but the list-versus-single distinction is reasonably clear.

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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