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leelakrishna288

career-agent-mcp

update_application_status

Move a job application to a new status and append the change to its history, preserving prior records.

Instructions

Move an application to a new status. Appends to history; never rewrites it.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
noteNo
statusYes
application_idYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

B3.1/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It does disclose a genuinely non-obvious trait — history is appended, never rewritten — which tells the agent this is a non-destructive, history-preserving mutation. However it says nothing about whether transitions are validated (can DISCOVERED jump to OFFER?), required permissions, or any side effects.

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?

Two tight sentences with zero filler; the core action is front-loaded and the behavioral caveat follows immediately.

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

Completeness3/5

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

For a 3-parameter mutation tool with no annotations and no output schema, the description covers the key history semantics but omits transition validity, permissions, and the meaning of the note parameter. Adequate, but there are clear gaps an agent would want filled.

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%, so the description must compensate and it largely does not. The 'status' enum is self-documenting in the schema, but neither the required application_id nor the optional 'note' field is explained anywhere, leaving the agent guessing at what note does.

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 ('Move an application to a new status') plus the scoping behavior. It is clear on its own, but it never names or contrasts with siblings like track_application or show_pipeline, so sibling differentiation is left to inference.

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?

There is no statement of when to reach for this tool versus track_application or show_pipeline, and no prerequisites or preconditions (e.g., whether the application must already exist). Usage is only implied by the tool name.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.