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Kav-png

quantjobs

by Kav-png

init_db

Creates the database and seeds your CV profile for managing quant job searches. Safe to call multiple times.

Instructions

Create the database and seed your CV profile (safe to call repeatedly).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

With no annotations, the description must disclose behavior. It mentions safety and repeatability but does not specify what happens if the database already exists (e.g., reset, update, skip). More detail on side effects would improve transparency.

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?

The description is a single, concise sentence that conveys the essential purpose and idempotency without extraneous words. It is front-loaded and efficient.

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?

Given zero parameters, no output schema, and no annotations, the description sufficiently covers the tool's action and safety. However, it could elaborate on the exact behavior of repeated calls (e.g., does it overwrite or skip?).

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?

There are no parameters, so the description correctly adds no parameter details. Baseline score of 4 applies for zero parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool creates the database and seeds the CV profile, with a specific verb and resource. It distinguishes itself from sibling tools, which focus on jobs, skills, CV drafts, etc., none of which perform initialization.

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?

The description implies usage through 'safe to call repeatedly' but lacks explicit guidance on when to use versus alternatives or any prerequisites. It could state that this should be the first tool called before using others.

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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