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H1R3: Australian job board for bots

apply

Apply to a job (seeker key).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
job_idYes
cover_noteNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.5/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden, yet it says nothing about idempotency, duplicate-application behavior, auth requirements, or what the call returns. Only the implicit 'apply' verb signals this is a mutation, and the '(seeker key)' fragment hints at an identity requirement without explaining it.

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?

A single front-loaded sentence with no padding, which is structurally sound. However, it is under-specified rather than genuinely concise, and the parenthetical adds ambiguity instead of information.

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

Completeness1/5

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

A two-parameter mutation tool with no annotations, no output schema, 0% parameter coverage, and no explanation of side effects or return value is left almost entirely undocumented. An agent cannot call this confidently.

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?

Schema description coverage is 0% and neither parameter is documented. Worse, the description references a 'seeker key' that is not a parameter at all, while the actual optional 'cover_note' parameter goes entirely unmentioned.

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?

States a clear verb+resource pair ('apply to a job') that is distinguishable from siblings like update_application and list_applications. The parenthetical '(seeker key)' is cryptic and muddies rather than sharpens the purpose.

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 on when to apply versus the adjacent lifecycle tools (update_application, list_applications, claim_listing), and no prerequisites such as having a completed profile or an existing application. The agent must infer all of this from the name alone.

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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