review-context

Generate structured context engineering reports with severity levels and improvement suggestions.

Updated Feb 26, 2026
One-click install
npx skills add https://github.com/Vamdawn/ai-forge --skill review-context
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: review-context
Source: https://github.com/Vamdawn/ai-forge/tree/main/skills/review-context
Command: npx skills add https://github.com/Vamdawn/ai-forge --skill review-context

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

From a context engineering perspective, this Skill automatically identifies content types (code, architecture docs, prompts, design documents) and selects 3-5 relevant review dimensions to produce a structured CE report with severity levels and concrete improvement suggestions.

Core Features & Use Cases

  • Automatic content-type detection and dimension selection for context engineering reviews.
  • Generates structured, evidence-based reports with severity levels (Critical, Important, Suggestion) and actionable recommendations.
  • Use cases include auditing codebases, system architectures, prompts, and design docs to improve context quality and efficiency.

Quick Start

Provide the content to be reviewed and the Skill will generate a structured CE report.

Frequently Asked Questions about review-context

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

FAQPage Schema
How do I audit code and architecture documents for context quality?

To audit context quality, provide your code, architecture docs, prompts, or design documents for an automated review. The system detects content types, selects relevant review dimensions, and generates a structured report with severity levels and concrete improvement suggestions.

What is context engineering review and when do I need it?

Context engineering review evaluates content like code and design documents to improve context quality and efficiency. You need it when auditing codebases, system architectures, or prompts to identify context gaps and generate evidence-based improvement recommendations.

Can I use this automated review for both prompts and system design documents?

Yes, the automated review supports prompts, code, architecture documents, and design documents. It identifies the specific content type you provide and selects 3-5 relevant review dimensions to produce a structured context engineering report.

How do I generate a structured context engineering report with severity levels?

To generate a structured context engineering report, submit your content for review. The system applies selected dimensions and outputs findings categorized by severity levels: Critical, Important, and Suggestion, alongside actionable recommendations with evidence and precise locations.

Does context engineering review require any dependencies or specific environment setup?

No specific dependencies or environment setup are required to perform context engineering reviews. You simply provide the content to be reviewed, and the system automatically handles content-type detection, dimension selection, and report generation.

What is the best way to improve prompt context quality without manual auditing?

The best way to improve prompt context quality automatically is to run a context engineering review. It surfaces evidence-based findings with severity levels and concrete improvement suggestions, replacing manual auditing with structured, actionable reports.