/security-ownership-map
Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor
$ npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill security-ownership-map --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
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/security-ownership-map
Context preview
The summary Claude sees to decide when to auto-load this skill.
Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor
SKILL.md
security-ownership-map.SKILL.mdname: "security-ownership-map"
description: "Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do not trigger for general maintainer lists or non-security ownership questions."
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)
Install with:
pip install networkx
Workflow
1. Scope the repo and time window (optional `--since/--until`). 2. Decide sensitivity rules (use defaults or provide a CSV config). 3. Build the ownership map with `scripts/run_ownership_map.py` (co-change graph is on by default; use `--cochange-max-files` to ignore supernode commits). 4. Communities are computed by default; graphml output is optional (`--graphml`). 5. Query the outputs with `scripts/query_ownership.py` for bounded JSON slices. 6. Persist and visualize (see `references/neo4j-import.md`).
By default, the co-change graph ignores common “glue” files (lockfiles, `.github/*`, editor config) so clusters reflect actual code movement instead of shared infra edits. Override with `--cochange-exclude` or `--no-default-cochange-excludes`. Dependabot commits are excluded by default; override with `--no-default-author-excludes` or add patterns via `--author-exclude-regex`.
If you want to exclude Linux build glue like `Kbuild` from co-change clustering, pass:
python skills/skills/security-ownership-map/scripts/run_ownership_map.py \
--repo /path/to/linux \
--out ownership-map-out \
--cochange-exclude "**/Kbuild"
Quick start
Run from the repo root:
python skills/skills/security-ownership-map/scripts/run_ownership_map.py \
--repo . \
--out ownership-map-out \
--since "12 months ago" \
--emit-commits
Defaults: author identity, author date, and merge commits excluded. Use `--identity committer`, `--date-field committer`, or `--include-merges` if needed.
Example (override co-change excludes):
python skills/skills/security-ownership-map/scripts/run_ownership_map.py \
--repo . \
--out ownership-map-out \
--cochange-exclude "**/Cargo.lock" \
--cochange-exclude "**/.github/**" \
--no-default-cochange-excludes
Communities are computed by default. To disable:
python skills/skills/security-ownership-map/scripts/run_ownership_map.py \
--repo . \
--out ownership-map-out \
--no-communities
Sensitivity rules
By default, the script flags common auth/crypto/secret paths. Override by providing a CSV file:
# pattern,tag,weight
**/auth/**,auth,1.0
**/crypto/**,crypto,1.0
**/*.pem,secrets,1.0
Use it with `--sensitive-config path/to/sensitive.csv`.
Output artifacts
`ownership-map-out/` contains:
- `people.csv` (nodes: people)
- `files.csv` (nodes: files)
- `edges.csv` (edges: touches)
- `cochange_edges.csv` (file-to-file co-change edges with Jaccard weight; omitted with `--no-cochange`)
- `summary.json` (security ownership findings)
- `commits.jsonl` (optional, if `--emit-commits`)
- `communities.json` (computed by default from co-change edges when available; includes `maintainers` per community; disable with `--no-communities`)
- `cochange.graph.json` (NetworkX node-link JSON with `community_id` + `community_maintainers`; falls back to `ownership.graph.json` if no co-change edges)
- `ownership.graphml` / `cochange.graphml` (optional, if `--graphml`)
`people.csv` includes timezone detection based on author commit offsets: `primary_tz_offset`, `primary_tz_minutes`, and `timezone_offsets`.
LLM query helper
Use `scripts/query_ownership.py` to return small, JSON-bounded slices without loading the full graph into context.
Examples:
python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out people --limit 10
python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out files --tag auth --bus-factor-max 1
python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out person --person alice@corp --limit 10
python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out file --file crypto/tls
python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out cochange --file crypto/tls --limit 10
python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out summary --section orphaned_sensitive_code
python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out community --id 3
Use `--community-top-owners 5` (default) to control how many maintainers are stored per community.
Basic security queries
Run these to answer common security ownership questions with bounded output:
# Orphaned sensitive code (stale + low bus factor)
python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out summary --section orphaned_sensitive_code
# Hidden owners for sensitive tags
python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out summary --section hidden_owners
# Sensitive hotspots with low bus factor
python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out s
Read more
name: "security-ownership-map" description: "Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do not trigger for general maintainer lists or non-security ownership questions."
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)
Install with:
pip install networkx
Workflow
1. Scope the repo and time window (optional `--since/--until`). 2. Decide sensitivity rules (use defaults or provide a CSV config). 3. Build the ownership map with `scripts/run_ownership_map.py` (co-change graph is on by default; use `--cochange-max-files` to ignore supernode commits). 4. Communities are computed by default; graphml output is optional (`--graphml`). 5. Query the outputs with `scripts/query_ownership.py` for bounded JSON slices. 6. Persist and visualize (see `references/neo4j-import.md`).
By default, the co-change graph ignores common “glue” files (lockfiles, `.github/*`, editor config) so clusters reflect actual code movement instead of shared infra edits. Override with `--cochange-exclude` or `--no-default-cochange-excludes`. Dependabot commits are excluded by default; override with `--no-default-author-excludes` or add patterns via `--author-exclude-regex`.
If you want to exclude Linux build glue like `Kbuild` from co-change clustering, pass:
python skills/skills/security-ownership-map/scripts/run_ownership_map.py \ --repo /path/to/linux \ --out ownership-map-out \ --cochange-exclude "**/Kbuild"
Quick start
Run from the repo root:
python skills/skills/security-ownership-map/scripts/run_ownership_map.py \ --repo . \ --out ownership-map-out \ --since "12 months ago" \ --emit-commits
Defaults: author identity, author date, and merge commits excluded. Use `--identity committer`, `--date-field committer`, or `--include-merges` if needed.
Example (override co-change excludes):
python skills/skills/security-ownership-map/scripts/run_ownership_map.py \ --repo . \ --out ownership-map-out \ --cochange-exclude "**/Cargo.lock" \ --cochange-exclude "**/.github/**" \ --no-default-cochange-excludes
Communities are computed by default. To disable:
python skills/skills/security-ownership-map/scripts/run_ownership_map.py \ --repo . \ --out ownership-map-out \ --no-communities
Sensitivity rules
By default, the script flags common auth/crypto/secret paths. Override by providing a CSV file:
# pattern,tag,weight **/auth/**,auth,1.0 **/crypto/**,crypto,1.0 **/*.pem,secrets,1.0
Use it with `--sensitive-config path/to/sensitive.csv`.
Output artifacts
`ownership-map-out/` contains:
- `people.csv` (nodes: people)
- `files.csv` (nodes: files)
- `edges.csv` (edges: touches)
- `cochange_edges.csv` (file-to-file co-change edges with Jaccard weight; omitted with `--no-cochange`)
- `summary.json` (security ownership findings)
- `commits.jsonl` (optional, if `--emit-commits`)
- `communities.json` (computed by default from co-change edges when available; includes `maintainers` per community; disable with `--no-communities`)
- `cochange.graph.json` (NetworkX node-link JSON with `community_id` + `community_maintainers`; falls back to `ownership.graph.json` if no co-change edges)
- `ownership.graphml` / `cochange.graphml` (optional, if `--graphml`)
`people.csv` includes timezone detection based on author commit offsets: `primary_tz_offset`, `primary_tz_minutes`, and `timezone_offsets`.
LLM query helper
Use `scripts/query_ownership.py` to return small, JSON-bounded slices without loading the full graph into context.
Examples:
python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out people --limit 10 python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out files --tag auth --bus-factor-max 1 python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out person --person alice@corp --limit 10 python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out file --file crypto/tls python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out cochange --file crypto/tls --limit 10 python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out summary --section orphaned_sensitive_code python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out community --id 3
Use `--community-top-owners 5` (default) to control how many maintainers are stored per community.
Basic security queries
Run these to answer common security ownership questions with bounded output:
# Orphaned sensitive code (stale + low bus factor) python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out summary --section orphaned_sensitive_code # Hidden owners for sensitive tags python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out summary --section hidden_owners # Sensitive hotspots with low bus factor python skills/skills/security-ownership-map/scripts/query_ownership.py --data-dir ownership-map-out s
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