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freehire

by strelov1

cv_render

Read-onlyIdempotent

Render a tailored CV to an ATS-friendly PDF using its CV ID; output is base64 PDF data for submission or download.

Instructions

Render a tailored CV to an ATS PDF, returned as a base64 resource (application/pdf). The bytes are large and not human-readable to the model — call it to produce the deliverable, not to inspect content.

Input Schema

NameRequiredDescriptionDefault
idYesThe CV id, from cv_tailor or cv_list (or the tailoring workspace URL /tailor/<job>?cv=<id>). Opaque — never construct or guess one.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv0.8.0

TDQS

A4.3/5.0
Behavior5/5

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

With only readOnlyHint/idempotentHint annotated, the description carries the important behavioral payload: the return is a base64 resource of type application/pdf, the bytes are large, and they are not model-readable. That last point is exactly the kind of operational warning an agent cannot get from structured fields.

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?

Two sentences, zero filler, with purpose and output format front-loaded before the anti-use caveat. Every clause earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a single-parameter render tool with no output schema, the description supplies the missing return-value story (base64 PDF resource, large payload) and warns against introspection — nothing an agent needs before calling is absent.

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?

Only one parameter, and the schema description already covers it fully (source via cv_tailor/cv_list, URL form, 'never construct or guess'). The description adds nothing about the id, so this sits at the 100%-coverage baseline.

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: 'Render a tailored CV to an ATS PDF,' which unambiguously differs from cv_tailor (produce the CV) and cv_get (fetch the CV). It never names those siblings explicitly, so an agent must infer the boundary rather than being routed to it.

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?

'call it to produce the deliverable, not to inspect content' gives an explicit when-to-use and a clear when-not-to-use, with the inverse (inspection) implied toward cv_get/cv_context. It stops short of naming the alternative tool for the inspection case.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.