Can it detect if my AI product requirements are missing something?

Yes, the AI Product PRD template specifically checks for model performance requirements, data pipeline dependencies, failure modes, and ethical considerations.

Will prd-analyze modify my documentation files?

No, this skill is strictly read-only. it performs a non-destructive analysis and outputs a separate report without changing your source Markdown files.

What PRD formats does this skill support?

The skill supports four major formats: Full PRD (22 sections), 1-Pager (7 sections), Shape Up Pitch (6 sections), and a specialized AI Product PRD (27 sections).

How is the Quality Score calculated?

Scores are calculated using a template-specific rubric. For example, a Full PRD is scored out of 54 points across 27 criteria, providing a percentage-based rating from 'Incomplete' to 'Excellent'.

PRD Quality Analyzer

Name: PRD Quality Analyzer
Author: sinositato

bysinositato

0•

Productivity & Workflow

Analyzes Product Requirement Documents for completeness, clarity, and internal consistency using standardized industry rubrics.

The prd-analyze skill is a specialized diagnostic tool designed to help product managers and engineers ensure their documentation is implementation-ready. By scanning Markdown-based PRDs against four distinct frameworks—Full PRD, 1-Pager, Shape Up Pitch, and AI Product PRD—it identifies critical gaps, ambiguous requirements, and logical contradictions. The skill performs a non-destructive analysis and generates a comprehensive Markdown report featuring a numerical quality score and prioritized findings, allowing teams to resolve ambiguities before development begins.

Key Features

01Severity-rated reporting with actionable remediation recommendations

02Multi-pass detection for ambiguity, duplication, and underspecification

030 GitHub stars

04Section-by-section completeness auditing against standardized templates

05Automatic detection of PRD types including Shape Up and AI-specific formats

06Terminology drift and internal consistency checking

Use Cases

01Conducting pre-sprint documentation audits to prevent development blockers

02Standardizing requirement quality across distributed product teams

03Evaluating AI-specific product docs for data dependencies and model constraints

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sinositato/tato-claude-plugins prd-analyze

For use in Claude.ai and ChatGPT

Key Features

01Severity-rated reporting with actionable remediation recommendations

02Multi-pass detection for ambiguity, duplication, and underspecification

030 GitHub stars

04Section-by-section completeness auditing against standardized templates

05Automatic detection of PRD types including Shape Up and AI-specific formats

06Terminology drift and internal consistency checking

Use Cases

01Conducting pre-sprint documentation audits to prevent development blockers

02Standardizing requirement quality across distributed product teams

03Evaluating AI-specific product docs for data dependencies and model constraints

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sinositato/tato-claude-plugins prd-analyze

For use in Claude.ai and ChatGPT