contextual-intelligence

What problem does it solve?

This Skill automates the process of understanding a project's technical landscape and recommending relevant plugins, bridging the gap between existing infrastructure and potential enhancements.

Core Features & Use Cases

• Project Fingerprinting: Analyzes project files to identify languages, frameworks, and infrastructure patterns.
• Association Rule Mining (Apriori): Discovers common co-occurring features across projects to identify capability gaps.
• Plugin Recommendations: Ranks plugins based on similarity to the project fingerprint and their ability to fill identified gaps.
• Use Case: A new project is built with FastAPI, Docker, and Kubernetes. This Skill analyzes it, identifies a lack of CI/CD tooling, and recommends a suitable CI/CD plugin.

Quick Start

Use the contextual-intelligence skill to recommend plugins for the current project.