security-ownership-map

Installation
SKILL.md

Security Ownership Map

Overview

Build a bipartite graph of people and files from git history, then compute ownership risk and export graph artifacts for Neo4j/Gephi. Also build a file co-change graph (Jaccard similarity on shared commits) to cluster files by how they move together while ignoring large, noisy commits.

Requirements

  • Python 3
  • networkx (required; community detection is enabled by default)

No separate install step: every command below runs through uv run --with networkx, which provisions networkx for that run.

Workflow

All script paths below are relative to this skill's folder (the directory containing SKILL.md); run them from there or prefix with that path.

Installs
5
Repository
hironow/skills
First Seen
Sep 7, 2026
security-ownership-map — hironow/skills