Security Ownership Map

Build a bipartite graph of people and files from git history to compute ownership risk, detect orphaned security-critical code, and identify bus factor hotspots.

Overview

This skill analyzes git repositories to answer critical security ownership questions:

• Who owns the security-sensitive code? Map people to auth, crypto, and secrets-related files
• What is the bus factor? Identify files with dangerously low contributor diversity
• Where is orphaned code? Find sensitive code that hasn't been touched recently
• How do files cluster? Build co-change graphs to understand code movement patterns

Workflow

1. Scope the Repository

• Define the repo root and any in-scope paths
• Set time window with

  --since

  /

  --until

  parameters
• Decide sensitivity rules (defaults flag auth/crypto/secret paths)

2. Build the Ownership Map

python run_ownership_map.py \
  --repo . \
  --out ownership-map-out \
  --since "12 months ago" \
  --emit-commits

3. Query Security Findings

# Orphaned sensitive code (stale + low bus factor)
python query_ownership.py --data-dir ownership-map-out summary --section orphaned_sensitive_code

# Hidden owners for sensitive tags
python query_ownership.py --data-dir ownership-map-out summary --section hidden_owners

# Sensitive hotspots with low bus factor
python query_ownership.py --data-dir ownership-map-out summary --section bus_factor_hotspots

# Auth/crypto files with bus factor <= 1
python query_ownership.py --data-dir ownership-map-out files --tag auth --bus-factor-max 1

Output Artifacts

The analysis produces:

• people.csv

  — Nodes: people with timezone detection

• files.csv

  — Nodes: files with sensitivity tags

• edges.csv

  — Edges: touch relationships

• cochange_edges.csv

  — File-to-file co-change edges with Jaccard weight

• summary.json

  — Security ownership findings

• communities.json

  — Code community clusters with maintainers

Sensitivity Rules

Default rules flag common sensitive paths:

# pattern,tag,weight
**/auth/**,auth,1.0
**/crypto/**,crypto,1.0
**/*.pem,secrets,1.0
**/middleware/auth*,auth,1.0
**/password*,auth,0.8

Override with

--sensitive-config path/to/sensitive.csv

.

Key Security Queries

1. Bus factor hotspots — Files with bus_factor <= 1 that handle auth/crypto
2. Orphaned code — Sensitive files not touched in 6+ months
3. Hidden owners — Developers who silently control large portions of sensitive code
4. Ownership drift — Compare against CODEOWNERS to highlight discrepancies

Best Practices

• Run quarterly to track ownership changes
• Compare against CODEOWNERS for drift detection
• Filter bots with

  --ignore-author-regex '(bot|dependabot)'

• Use

  --window-days 90

  to smooth churn effects
• Export to Neo4j/Gephi for visual analysis