claims-validator

Validates documents for unsupported claims and generates a classifying, recommending report.

Updated Mar 11, 2026
One-click install
npx skills add https://github.com/robit-man/transcribe-cli --skill claims-validator-robit-man
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: claims-validator
Source: https://github.com/robit-man/transcribe-cli/tree/main/.claude/skills/claims-validator
Command: npx skills add https://github.com/robit-man/transcribe-cli --skill claims-validator-robit-man

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill identifies and flags unsubstantiated claims, made-up metrics, and unverifiable statements within documentation, ensuring accuracy and credibility.

Core Features & Use Cases

  • Metric Validation: Detects percentage improvements, time/cost estimates, and performance numbers without supporting data.
  • Comparative Analysis: Flags vague comparative statements lacking baselines.
  • Feature Verification: Checks for claims about implemented features that do not exist.
  • Citation Check: Ensures claims referencing data have proper sources.
  • Use Case: Review a product's README to ensure all performance claims are backed by benchmarks and that advertised features are actually implemented.

Quick Start

Scan the provided document for any unsupported claims or made-up metrics.

Frequently Asked Questions about claims-validator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I check documentation for unsupported claims and made-up metrics?

Documentation claims validation works by scanning text for metric claims, unsupported comparatives, and unimplemented features. It identifies unverifiable statements lacking proper citations, generating a report that classifies each claim and recommends adding sources or removing the fluff.

How do I validate marketing metrics in a README to ensure they have citations?

To validate marketing metrics, scan the document to detect percentage improvements and performance numbers lacking supporting data. The validation process checks for missing citations, flags unimplemented features, and generates a report recommending removal or source addition for each unsupported claim.

What is the best way to identify unverifiable statements and marketing fluff in technical content?

The best way to identify unverifiable statements and marketing fluff is to scan documentation for unsupported comparatives and metric claims lacking baselines. This validates content accuracy by generating a report that classifies each unverifiable statement and recommends removal or adding citations.

Can I use claims validation to review feature claims for unimplemented capabilities?

Yes, claims validation can review feature claims for unimplemented capabilities by scanning documentation for statements about features that do not exist. It flags these unsupported feature claims in a report, recommending actions such as removal to ensure documentation accuracy.

When do I need to perform a citation check on my documentation?

You need to perform a citation check when documentation contains metric claims or comparative statements lacking baselines. The check ensures claims referencing data have proper sources, validating content accuracy and eliminating unsupported marketing fluff by recommending citation additions.