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careerpro_submission_report

Logs the exact answers that were filled and the outcome (applied, dry_run_ready, owner_required, submission_unconfirmed, duplicate_refused, error). 'applied' with submitted=true moves the opening to Applied and sets a follow-up date. Unconfirmed results are never retried automatically. Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "job_id": "<job_id>",
      "status": "<status>"
    },
    "name": "careerpro_submission_report"
  }
}

Input Schema

NameRequiredDescriptionDefault
atsNo
modeNo
nodeNo
job_idYes
statusYes
answersNo
pack_idNo
final_urlNo
submittedNo
engine_sha256No
owner_requiredNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior4/5

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

Annotations only declare that this is a non-read-only, non-idempotent, non-destructive mutation. The description adds real value beyond that: it discloses the state transition (opening moves to Applied and a follow-up date is set) and a safety property (unconfirmed results are never retried automatically). It does not cover permissions or what happens on duplicate_refused, so it falls short of a 5.

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?

The first two sentences are front-loaded and dense with useful information. The appended pricing JSON blob does not earn its place for a logging tool, especially since a careerpro_pricing sibling already exists to serve that need, and the quoted pricing text reads as boilerplate rather than tool-specific guidance.

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?

This is a non-idempotent mutation with 11 parameters, no schema descriptions, and no output schema, so the description carries a heavy burden. It covers the status domain and one transition but leaves most parameters and the error/duplicate_refused path unexplained, which is inadequate for a tool of this complexity.

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% across 11 parameters, so the description must compensate and largely does not. It does give the accepted values for the required status field and explains the submitted boolean's interaction with 'applied', but nine other fields (ats, mode, node, job_id, answers, pack_id, final_url, engine_sha256, owner_required) are undocumented in both schema and description.

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 opens with a specific verb and resource: it 'logs the exact answers that were filled and the outcome', and enumerates the possible outcome values. An agent can tell this is a submission-result recorder rather than a lookup tool. It stops short of named sibling differentiation, but the verb+resource pairing is concrete.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is implied rather than stated: an agent must infer that this is called after a submission attempt to persist the result. The note about 'applied' with submitted=true and the reassurance that unconfirmed results are never retried automatically are useful context but are behavioral, not guidance about when to call this versus another tool. No prerequisites or call-order rules are given.

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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