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Rahul D Sarker: Marketing & RevOps Tools

In-House vs Fractional CMO Calculator

in_house_vs_fractional_cmo
Read-onlyIdempotent

Compare the loaded annual cost of a full-time CMO hire against a fractional CMO retainer, including the ramp-up cost before a full-time hire makes impact. See the full version at https://rahuldsarker.co/calculators/in-house-vs-fractional-cmo

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
salaryYesFull-time CMO base salary
loadedPctYesBenefits + overhead loading on top of salary, as a percentage, e.g. 30 for 30%
rampMonthsYesMonths of ramp before the full-time hire delivers impact
recruitingYesRecruiting / search cost for the full-time hire
fractionalMonthlyYesFractional CMO monthly retainer

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint=false and destructiveHint=false, so the safety profile is fully covered. The description adds that the comparison explicitly includes ramp-up cost before impact, which is useful scope context, but says nothing about output or assumptions.

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?

The purpose is front-loaded in the first sentence; the second sentence is a short pointer to the full calculator. Efficient overall, though the external link is closer to promotion than task-enabling information.

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 calculator with no output schema, the description should ideally state what it returns (e.g., the two cost figures or a break-even point). It implies a cost comparison but leaves the actual outputs unspecified, and there is no annotation beyond read-safety to fill the gap.

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% with all five required parameters individually documented (salary, loadedPct, rampMonths, recruiting, fractionalMonthly). The description adds no parameter-level detail beyond the schema, so the baseline 3 applies.

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?

States a specific verb (compare) and resource (loaded annual cost of a full-time CMO vs a fractional CMO retainer) with a clear scope that includes ramp-up cost. Against the large sibling list of calculators, the topic is distinctly identifiable without opening the schema.

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?

The description gives no when-to-use or when-not-to-use guidance, and names no alternative tool for related budgeting decisions. The only extra sentence points to an external 'full version', which is a link, not usage direction.

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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