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rajeshaipython-stack

ResumePilot MCP

Generate application report

generate_application_report

Generate a PDF report with summary stats, an application table, and per-application details, plus HTML tracking pages and an index, returning file paths for access.

Instructions

Generate the final professional PDF report (summary stats + application table + per-application detail sections) and the local HTML tracking pages (one per application, plus an index). Returns the file paths so the user can open/download them.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
includeTrackingPagesNo
Behavior2/5

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

No annotations are provided, so the description must fully disclose behavior. It states that it generates files and returns paths, but does not mention whether the operation is read-only, whether it overwrites existing files, what data it depends on, or any side effects. This is a gap for a tool that creates artifacts on disk.

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 two sentences and front-loaded with the primary output (PDF report) followed by the secondary output (HTML tracking pages). It includes the return value and avoids any unnecessary wording.

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 simple tool with one boolean parameter, the description covers the output and return value. However, it omits the parameter's meaning and any behavioral transparency (side effects, prerequisites). Given no annotations, the description should have provided more context for a complete understanding.

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?

The schema has a single boolean parameter 'includeTrackingPages' with a default of true, but the description does not mention this parameter or explain its effect. With 0% schema description coverage, the description should have described the parameter to help the agent decide whether to override it. The meaning is not self-evident from the description.

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 states a specific verb and resource: it generates a professional PDF report (summary stats + application table + per-application detail sections) and local HTML tracking pages. It clearly distinguishes from sibling tools that focus on other actions like searching, analyzing, or applying.

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 does not explicitly state when to use this tool versus alternatives. Among the listed siblings, this is the only report generation tool, making its usage implied, but there is no explicit guidance on prerequisites or scenarios where it should be invoked.

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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