learn-from-article

What problem does it solve?

Extracts actionable, production-backed insights from blog posts and practitioner articles while assessing credibility and security so teams avoid adopting untested or unsafe recommendations.

Core Features & Use Cases

• Credibility scoring across six dimensions with a ≥6/12 gate and explicit borderline handling for ambiguous sources.
• Security scanning via secure-* checks, separation of opinion vs. production-backed claims, and automated matching of validated insights to existing skills or project artifacts.
• Use Case: Review an engineering blog post, surface high-confidence techniques, warn about scale mismatches, and produce an application plan with citations.

Quick Start

Analyze this article URL, score credibility, run the security scan, extract production-backed insights, and recommend what to apply to the current project.