requirements-reviewer

Analyze requirements documents for logic gaps, vague language, and readiness.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/mattfuster/aisef-setup --skill requirements-reviewer-mattfuster
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: requirements-reviewer
Source: https://github.com/mattfuster/aisef-setup/tree/main/.claude/skills/requirements-reviewer
Command: npx skills add https://github.com/mattfuster/aisef-setup --skill requirements-reviewer-mattfuster

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Critical gaps in requirements documents often derail blueprints. This skill identifies logic gaps, vague language, wordiness, and boundary issues to ensure artifacts are blueprint-ready.

Core Features & Use Cases

  • Detect logic gaps, ambiguous language, and padding in FRDs, overview documents, and any requirements artifact.
  • Assess blueprint readiness and surface exactly what is missing for architects to proceed without guessing.
  • Produce structured findings with precise citations, severity, and actionable next steps for requirements engineers.

Quick Start

Submit the FRD to receive a structured quality assessment.

Frequently Asked Questions about requirements-reviewer

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

FAQPage Schema
How do I find logic gaps in requirements documents before creating a blueprint?

To find logic gaps in requirements documents, you can submit your FRD or overview artifacts for analysis. The review identifies vague language, boundary issues, and padding, producing structured findings with severity levels and precise citations to ensure your artifacts are blueprint-ready.

What is requirements traceability and how does it help during a quality gate review?

Requirements traceability ensures that each requirement is clear, verifiable, and necessary for architects. During a quality gate review, surfacing vague language and missing logic gaps helps requirements engineers resolve readiness issues before proceeding to blueprint creation.

How do I assess blueprint readiness for an FRD?

You assess blueprint readiness by analyzing the FRD for ambiguous language, wordiness, and logic gaps. This process outputs actionable next steps and severity levels for each finding, guiding requirements engineers on exactly what must be resolved before architects can proceed.

Does this requirements review process work for overview documents and other related artifacts?

Yes, the requirements review process works for overview documents and related artifacts. It detects logic gaps and vague language across any requirements artifact, applying structured analysis to surface readiness gaps during quality gates and blueprint preparation.

What is the best way to resolve ambiguous language in an FRD?

The best way to resolve ambiguous language in an FRD is to perform a structured review that surfaces vague terms with precise citations. This provides requirements engineers with actionable next steps and severity levels to clarify boundaries and eliminate padding.

When should I not use automated requirements analysis for my artifacts?

You should not rely solely on automated requirements analysis when your artifacts lack a defined structure for citation or when you need to generate entirely new requirements. The analysis surfaces readiness gaps and logic issues in existing text rather than authoring missing content.