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tarunlnmiit

mcp-autopilot-jobhunt

export_jobs

Export filtered job scan results to CSV, using a minimum score and days range.

Instructions

Export job scan results to a CSV file in the output/ directory.

Args:
    min_score: Only include jobs with score >= this value (0 = all).
    days: Export from the last N days of history (0 = last scan only).

Returns a summary of the export.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
min_scoreNo
daysNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

Describes output location and return value but lacks details on file naming, overwriting behavior, or performance characteristics. With no annotations, more behavioral context could be beneficial.

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?

Concise description starting with the main purpose, followed by parameter details and return value. No unnecessary text.

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 simplicity (2 params, output schema exists), description adequately explains functionality, though could mention file naming or confirmation of success.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters5/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Both parameters (min_score and days) are fully explained with default values and behavior, compensating for 0% schema description coverage.

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?

Clearly states the tool exports job scan results to a CSV file in the output/ directory, distinguishing it from sibling tools like draft_application and scan_jobs.

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?

No guidance on when to use this tool versus alternatives, nor any when-not-to-use conditions.

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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