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Rahul D Sarker: Marketing & RevOps Tools

Above-the-Fold Messaging Clarity Grader

above_the_fold_messaging_clarity_grader
Read-onlyIdempotent

Score a hero section's five-second clarity across five weighted checks (what you do, outcome, CTA, jargon, subhead) into a 0-100 clarity verdict. See the full version at https://rahuldsarker.co/calculators/above-the-fold-messaging-clarity-grader

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
noJargonYesNo jargon or vague buzzwords (weight 15)
oneObviousPrimaryCtaYesOne obvious primary CTA above the fold (weight 20)
headlineStatesOutcomeYesThe headline states an outcome/benefit (weight 20)
subheadSupportsHeadlineYesSubhead supports (not repeats) the headline (weight 15)
strangerUnderstandsIn5SecondsYesA stranger knows what you do in 5 seconds (weight 30)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, and non-destructive behavior, so the safety profile is covered. The description adds that scoring is weighted across five checks and produces a 0-100 verdict, but it omits any detail on determinism, how partial answers are weighted, or what the response payload contains.

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 first sentence is dense and front-loaded with the graded criteria and output scale. The second sentence is a marketing pointer to an external site that does not help an agent call the tool, a minor but real waste.

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?

With five required enum parameters fully documented in the schema and no output schema, the description supplies the missing piece by stating the output is a 0-100 clarity verdict. It stops short of describing sub-scores or verdict bands, but nothing essential to invoking it correctly 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?

Schema description coverage is 100% and each of the five enum parameters already documents its weight in the schema. The description's parenthetical list mirrors those same check names without adding syntax or interpretation beyond what the schema provides, so baseline 3 applies.

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?

The description names a specific verb (Score) and resource (a hero section's five-second clarity), enumerates the five weighted checks, and states the output form (0-100 verdict). It implicitly separates itself from near-neighbors like cta_visual_hierarchy_tester and value_prop_strength_grader, but never names or contrasts with them explicitly.

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?

There is no statement of when to reach for this tool versus the many sibling graders, no prerequisites, and no exclusions. The only additional context is a link to an external 'full version,' which is promotional rather than routing guidance.

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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