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Graphlog Career

Read a job application

get_career_application
Read-onlyIdempotent

Read one kept job application, with the parts include names. It serves a reply from that company, an interview for that role, the history of the application, and any question about what was sent. It refuses an id it does not keep. Returns {id, company, role, status, date, salary, lastUpdate, updateCount, holds, updatedAt, updates, posting, cv, coverLetter, noResponse, keptUntil}; updates is its whole log, oldest first, each update with n, date, status and text; a part not included or not held is absent.

Input Schema

NameRequiredDescriptionDefault
idYesThe entry, as list_career_applications gives it.
includeYesThe parts to read; empty for none.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already cover the read-only, idempotent, non-destructive, closed-world profile, and the description adds real value on top: it discloses the failure mode for unknown ids, the ordering of the update log, and the absence semantics for parts not included or not held. It does not mention pagination or size limits, but for a single-record read that is a minor gap.

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?

It is front-loaded and dense with no filler, but the phrasing is often garbled ('It serves a reply from that company, an interview for that role'), and terms like 'kept' and 'holds' are used without definition, forcing the agent to infer meaning.

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?

With only two parameters and no output schema, the description carries the burden of describing the return shape and does so field by field, plus failure behavior and absence handling. Only the undefined 'kept'/'holds' vocabulary leaves a small unresolved gap.

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?

Schema coverage is 100%, so the baseline is 3, and the description earns an increment by explaining what 'include' actually does – 'the parts include names' and that a part not included or not held is absent from the response. That meaning is not derivable from the schema alone.

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 specific verb and resource ('Read one kept job application') and scopes it to a single record, which contrasts with the sibling list_career_applications. It does not explicitly name any sibling, so the differentiation is implied by 'one' rather than stated.

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?

Gives clear use contexts – answering a company reply, an interview, application history, or questions about what was sent – and implicitly directs the agent to obtain the id from list_career_applications by saying it 'refuses an id it does not keep'. It stops short of naming alternative tools or stating exclusions.

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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