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Save a snapshot of my application funnel

save_insights_snapshot
Idempotent

Requires techjobs.vn sign-in. Saves the current state of the signed-in user's application funnel so they can compare response and interview rates over time (the Apply Tracker flow chart shows the saved ones). Saving again when nothing changed since the latest snapshot adds nothing. At most 50 per user.

Input Schema

NameRequiredDescriptionDefault
labelNoA short name for this snapshot, e.g. "Cuối tháng 10". Optional.

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 declare readOnly=false, idempotent=true, destructive=false and openWorld=false, and the description reinforces this consistently with the no-change-no-op rule. It adds real value beyond the annotations: a sign-in requirement, a hard quota of 50 per user, and where saved snapshots appear in the UI. What it omits is the failure behavior at the 50 cap and what the call returns.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Four short sentences, front-loaded with the auth precondition, then purpose, then dedupe caveat, then quota. Every sentence carries information; only the parenthetical UI reference is slightly incidental.

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 zero-required-param write tool with no output schema, the definition covers auth, side effect, dedupe semantics and a quota. The remaining unknowns (behavior when the cap is hit, and whether the response includes the snapshot identifier) are minor but real for a tool whose users will want to reference the snapshot later.

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% and the single optional 'label' parameter already has a description with an example and maxLength, so the description needs to carry no parameter burden. It adds no meaning beyond the schema, which is the expected baseline here.

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: saving the current state of the signed-in user's application funnel, plus the reason (compare response/interview rates over time) and where it surfaces (Apply Tracker flow chart). It is clearly distinct from read-side siblings like get_application_insights, though it never names an alternative explicitly.

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 context for when to call (to establish a comparison point across time) and a useful when-not rule: saving again with no changes since the latest snapshot adds nothing. It does not explicitly route the agent to get_application_insights for reading snapshots back, which is the one obvious gap.

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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