learn-from-repo

What problem does it solve?

This Skill automates the difficult, time-consuming task of learning reusable engineering patterns, architecture decisions, code conventions, and security findings from a repository so teams can quickly decide what to adopt, adapt, or reject.

Core Features & Use Cases

• Credibility assessment: Scores repos across reputation, maintenance, tests, docs, and adoption with a strict gate before extracting insights.
• Security-first ingestion: Runs a full security scan pipeline and blocks ingestion on unsafe findings, including checks from secure-skill-repo-ingestion.
• Code-backed extraction & recommendations: Scans source, tests, and CI to extract patterns and produces per-pattern recommendations (APPLY, PARTIAL, SKIP, KEEP CURRENT) with citations and an application plan.
• Use Case: Evaluate an open-source project to mine testing strategies, dependency management patterns, and CI workflows for possible adoption into a skill library.

Quick Start

Analyze the repository at https://github.com/owner/repo and extract actionable architecture, code-convention, testing, and security findings with evidence-backed recommendations.