[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-openai-security-ownership-map":3,"mdc-tvhcbl-key":33,"related-repo-openai-security-ownership-map":2370,"related-org-openai-security-ownership-map":2496},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":22,"repoUrl":23,"updatedAt":24,"license":25,"forks":26,"topics":27,"repo":28,"sourceUrl":31,"mdContent":32},"security-ownership-map","map code ownership for security analysis","Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV\u002FJSON 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.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"openai","OpenAI","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fopenai.png",[12,16,19],{"name":13,"slug":14,"type":15},"Security","security","tag",{"name":17,"slug":18,"type":15},"Git","git",{"name":20,"slug":21,"type":15},"Code Analysis","code-analysis",23787,"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fskills","2026-04-12T05:07:23.835582",null,1614,[],{"repoUrl":23,"stars":22,"forks":26,"topics":29,"description":30},[],"Skills Catalog for Codex","https:\u002F\u002Fgithub.com\u002Fopenai\u002Fskills\u002Ftree\u002FHEAD\u002Fskills\u002F.curated\u002Fsecurity-ownership-map","---\nname: \"security-ownership-map\"\ndescription: \"Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV\u002FJSON 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.\"\n---\n\n# Security Ownership Map\n\n## Overview\n\nBuild a bipartite graph of people and files from git history, then compute ownership risk and export graph artifacts for Neo4j\u002FGephi. 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.\n\n## Requirements\n\n- Python 3\n- `networkx` (required; community detection is enabled by default)\n\nInstall with:\n\n```bash\npip install networkx\n```\n\n## Workflow\n\n1. Scope the repo and time window (optional `--since\u002F--until`).\n2. Decide sensitivity rules (use defaults or provide a CSV config).\n3. Build the ownership map with `scripts\u002Frun_ownership_map.py` (co-change graph is on by default; use `--cochange-max-files` to ignore supernode commits).\n4. Communities are computed by default; graphml output is optional (`--graphml`).\n5. Query the outputs with `scripts\u002Fquery_ownership.py` for bounded JSON slices.\n6. Persist and visualize (see `references\u002Fneo4j-import.md`).\n\nBy default, the co-change graph ignores common “glue” files (lockfiles, `.github\u002F*`, 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`.\n\nIf you want to exclude Linux build glue like `Kbuild` from co-change clustering, pass:\n\n```bash\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Frun_ownership_map.py \\\n  --repo \u002Fpath\u002Fto\u002Flinux \\\n  --out ownership-map-out \\\n  --cochange-exclude \"**\u002FKbuild\"\n```\n\n## Quick start\n\nRun from the repo root:\n\n```bash\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Frun_ownership_map.py \\\n  --repo . \\\n  --out ownership-map-out \\\n  --since \"12 months ago\" \\\n  --emit-commits\n```\n\nDefaults: author identity, author date, and merge commits excluded. Use `--identity committer`, `--date-field committer`, or `--include-merges` if needed.\n\nExample (override co-change excludes):\n\n```bash\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Frun_ownership_map.py \\\n  --repo . \\\n  --out ownership-map-out \\\n  --cochange-exclude \"**\u002FCargo.lock\" \\\n  --cochange-exclude \"**\u002F.github\u002F**\" \\\n  --no-default-cochange-excludes\n```\n\nCommunities are computed by default. To disable:\n\n```bash\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Frun_ownership_map.py \\\n  --repo . \\\n  --out ownership-map-out \\\n  --no-communities\n```\n\n## Sensitivity rules\n\nBy default, the script flags common auth\u002Fcrypto\u002Fsecret paths. Override by providing a CSV file:\n\n```\n# pattern,tag,weight\n**\u002Fauth\u002F**,auth,1.0\n**\u002Fcrypto\u002F**,crypto,1.0\n**\u002F*.pem,secrets,1.0\n```\n\nUse it with `--sensitive-config path\u002Fto\u002Fsensitive.csv`.\n\n## Output artifacts\n\n`ownership-map-out\u002F` contains:\n\n- `people.csv` (nodes: people)\n- `files.csv` (nodes: files)\n- `edges.csv` (edges: touches)\n- `cochange_edges.csv` (file-to-file co-change edges with Jaccard weight; omitted with `--no-cochange`)\n- `summary.json` (security ownership findings)\n- `commits.jsonl` (optional, if `--emit-commits`)\n- `communities.json` (computed by default from co-change edges when available; includes `maintainers` per community; disable with `--no-communities`)\n- `cochange.graph.json` (NetworkX node-link JSON with `community_id` + `community_maintainers`; falls back to `ownership.graph.json` if no co-change edges)\n- `ownership.graphml` \u002F `cochange.graphml` (optional, if `--graphml`)\n\n`people.csv` includes timezone detection based on author commit offsets: `primary_tz_offset`, `primary_tz_minutes`, and `timezone_offsets`.\n\n## LLM query helper\n\nUse `scripts\u002Fquery_ownership.py` to return small, JSON-bounded slices without loading the full graph into context.\n\nExamples:\n\n```bash\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out people --limit 10\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out files --tag auth --bus-factor-max 1\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out person --person alice@corp --limit 10\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out file --file crypto\u002Ftls\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out cochange --file crypto\u002Ftls --limit 10\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out summary --section orphaned_sensitive_code\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out community --id 3\n```\n\nUse `--community-top-owners 5` (default) to control how many maintainers are stored per community.\n\n## Basic security queries\n\nRun these to answer common security ownership questions with bounded output:\n\n```bash\n# Orphaned sensitive code (stale + low bus factor)\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out summary --section orphaned_sensitive_code\n\n# Hidden owners for sensitive tags\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out summary --section hidden_owners\n\n# Sensitive hotspots with low bus factor\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out summary --section bus_factor_hotspots\n\n# Auth\u002Fcrypto files with bus factor \u003C= 1\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out files --tag auth --bus-factor-max 1\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out files --tag crypto --bus-factor-max 1\n\n# Who is touching sensitive code the most\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out people --sort sensitive_touches --limit 10\n\n# Co-change neighbors (cluster hints for ownership drift)\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out cochange --file path\u002Fto\u002Ffile --min-jaccard 0.05 --limit 20\n\n# Community maintainers (for a cluster)\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py --data-dir ownership-map-out community --id 3\n\n# Monthly maintainers for the community containing a file\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fcommunity_maintainers.py \\\n  --data-dir ownership-map-out \\\n  --file network\u002Fcard.c \\\n  --since 2025-01-01 \\\n  --top 5\n\n# Quarterly buckets instead of monthly\npython skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fcommunity_maintainers.py \\\n  --data-dir ownership-map-out \\\n  --file network\u002Fcard.c \\\n  --since 2025-01-01 \\\n  --bucket quarter \\\n  --top 5\n```\n\nNotes:\n- Touches default to one authored commit (not per-file). Use `--touch-mode file` to count per-file touches.\n- Use `--window-days 90` or `--weight recency --half-life-days 180` to smooth churn.\n- Filter bots with `--ignore-author-regex '(bot|dependabot)'`.\n- Use `--min-share 0.1` to show stable maintainers only.\n- Use `--bucket quarter` for calendar quarter groupings.\n- Use `--identity committer` or `--date-field committer` to switch from author attribution.\n- Use `--include-merges` to include merge commits (excluded by default).\n\n### Summary format (default)\n\nUse this structure, add fields if needed:\n\n```json\n{\n  \"orphaned_sensitive_code\": [\n    {\n      \"path\": \"crypto\u002Ftls\u002Fhandshake.rs\",\n      \"last_security_touch\": \"2023-03-12T18:10:04+00:00\",\n      \"bus_factor\": 1\n    }\n  ],\n  \"hidden_owners\": [\n    {\n      \"person\": \"alice@corp\",\n      \"controls\": \"63% of auth code\"\n    }\n  ]\n}\n```\n\n## Graph persistence\n\nUse `references\u002Fneo4j-import.md` when you need to load the CSVs into Neo4j. It includes constraints, import Cypher, and visualization tips.\n\n## Notes\n\n- `bus_factor_hotspots` in `summary.json` lists sensitive files with low bus factor; `orphaned_sensitive_code` is the stale subset.\n- If `git log` is too large, narrow with `--since` or `--until`.\n- Compare `summary.json` against CODEOWNERS to highlight ownership drift.\n",{"data":34,"body":35},{"name":4,"description":6},{"type":36,"children":37},"root",[38,46,53,59,65,87,92,126,132,212,257,270,357,363,368,456,485,490,599,604,664,670,675,685,697,703,714,883,915,921,933,938,1212,1224,1230,1235,1865,1870,1969,1976,1981,2274,2280,2291,2297,2364],{"type":39,"tag":40,"props":41,"children":42},"element","h1",{"id":4},[43],{"type":44,"value":45},"text","Security Ownership Map",{"type":39,"tag":47,"props":48,"children":50},"h2",{"id":49},"overview",[51],{"type":44,"value":52},"Overview",{"type":39,"tag":54,"props":55,"children":56},"p",{},[57],{"type":44,"value":58},"Build a bipartite graph of people and files from git history, then compute ownership risk and export graph artifacts for Neo4j\u002FGephi. 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Use this skill for goal creation and goal refinement only; it does not manage durable snapshots, decision logs, or long-running execution artifacts.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2451,2454,2457,2460],{"name":2452,"slug":2453,"type":15},"Productivity","productivity",{"name":2455,"slug":2456,"type":15},"Project Management","project-management",{"name":2458,"slug":2459,"type":15},"Strategy","strategy",{"name":2461,"slug":2462,"type":15},"Task Management","task-management","2026-05-23T06:17:16.870838",{"slug":2465,"name":2465,"fn":2466,"description":2467,"org":2468,"tags":2469,"stars":22,"repoUrl":23,"updatedAt":2479},"figma","translate Figma designs into code","Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2470,2473,2475,2478],{"name":2471,"slug":2472,"type":15},"Design","design",{"name":2474,"slug":2465,"type":15},"Figma",{"name":2476,"slug":2477,"type":15},"Frontend","frontend",{"name":2406,"slug":2407,"type":15},"2026-04-12T05:06:47.939943",{"slug":2481,"name":2481,"fn":2482,"description":2483,"org":2484,"tags":2485,"stars":22,"repoUrl":23,"updatedAt":2495},"figma-code-connect-components","connect Figma designs to code components","Connects Figma design components to code components using Code Connect mapping tools. Use when user says \"code connect\", \"connect this component to code\", \"map this component\", \"link component to code\", \"create code connect mapping\", or wants to establish mappings between Figma designs and code implementations. For canvas writes via `use_figma`, use `figma-use`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2486,2487,2490,2491,2492],{"name":2471,"slug":2472,"type":15},{"name":2488,"slug":2489,"type":15},"Design System","design-system",{"name":2474,"slug":2465,"type":15},{"name":2476,"slug":2477,"type":15},{"name":2493,"slug":2494,"type":15},"UI Components","ui-components","2026-05-10T05:59:52.971881",{"items":2497,"total":2626},[2498,2519,2527,2534,2540,2547,2554,2561,2569,2583,2595,2610],{"slug":2499,"name":2499,"fn":2500,"description":2501,"org":2502,"tags":2503,"stars":2516,"repoUrl":2517,"updatedAt":2518},"prior-auth-packet-builder","build healthcare prior authorization packets","Build a concise prior authorization packet from local case files and payer policy docs.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2504,2507,2510,2513],{"name":2505,"slug":2506,"type":15},"Documents","documents",{"name":2508,"slug":2509,"type":15},"Healthcare","healthcare",{"name":2511,"slug":2512,"type":15},"Insurance","insurance",{"name":2514,"slug":2515,"type":15},"Regulatory Compliance","regulatory-compliance",28169,"https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-agents-python","2026-04-16T05:11:39.180399",{"slug":2373,"name":2373,"fn":2374,"description":2375,"org":2520,"tags":2521,"stars":22,"repoUrl":23,"updatedAt":2392},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2522,2523,2524,2525,2526],{"name":2379,"slug":2380,"type":15},{"name":2382,"slug":2373,"type":15},{"name":2384,"slug":2385,"type":15},{"name":2387,"slug":2388,"type":15},{"name":2390,"slug":2391,"type":15},{"slug":2394,"name":2394,"fn":2395,"description":2396,"org":2528,"tags":2529,"stars":22,"repoUrl":23,"updatedAt":2409},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2530,2531,2532,2533],{"name":2400,"slug":2401,"type":15},{"name":2403,"slug":2404,"type":15},{"name":2406,"slug":2407,"type":15},{"name":9,"slug":8,"type":15},{"slug":2411,"name":2411,"fn":2412,"description":2413,"org":2535,"tags":2536,"stars":22,"repoUrl":23,"updatedAt":2425},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2537,2538,2539],{"name":2417,"slug":2418,"type":15},{"name":2420,"slug":2421,"type":15},{"name":2423,"slug":2424,"type":15},{"slug":2427,"name":2427,"fn":2428,"description":2429,"org":2541,"tags":2542,"stars":22,"repoUrl":23,"updatedAt":2444},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2543,2544,2545,2546],{"name":2433,"slug":2434,"type":15},{"name":2436,"slug":2437,"type":15},{"name":2439,"slug":2440,"type":15},{"name":2442,"slug":2443,"type":15},{"slug":2446,"name":2446,"fn":2447,"description":2448,"org":2548,"tags":2549,"stars":22,"repoUrl":23,"updatedAt":2463},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2550,2551,2552,2553],{"name":2452,"slug":2453,"type":15},{"name":2455,"slug":2456,"type":15},{"name":2458,"slug":2459,"type":15},{"name":2461,"slug":2462,"type":15},{"slug":2465,"name":2465,"fn":2466,"description":2467,"org":2555,"tags":2556,"stars":22,"repoUrl":23,"updatedAt":2479},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2557,2558,2559,2560],{"name":2471,"slug":2472,"type":15},{"name":2474,"slug":2465,"type":15},{"name":2476,"slug":2477,"type":15},{"name":2406,"slug":2407,"type":15},{"slug":2481,"name":2481,"fn":2482,"description":2483,"org":2562,"tags":2563,"stars":22,"repoUrl":23,"updatedAt":2495},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2564,2565,2566,2567,2568],{"name":2471,"slug":2472,"type":15},{"name":2488,"slug":2489,"type":15},{"name":2474,"slug":2465,"type":15},{"name":2476,"slug":2477,"type":15},{"name":2493,"slug":2494,"type":15},{"slug":2570,"name":2570,"fn":2571,"description":2572,"org":2573,"tags":2574,"stars":22,"repoUrl":23,"updatedAt":2582},"figma-create-design-system-rules","generate design system rules from Figma","Generates custom design system rules for the user's codebase. Use when user says \"create design system rules\", \"generate rules for my project\", \"set up design rules\", \"customize design system guidelines\", or wants to establish project-specific conventions for Figma-to-code workflows. Requires Figma MCP server connection.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2575,2576,2577,2580,2581],{"name":2471,"slug":2472,"type":15},{"name":2488,"slug":2489,"type":15},{"name":2578,"slug":2579,"type":15},"Documentation","documentation",{"name":2474,"slug":2465,"type":15},{"name":2476,"slug":2477,"type":15},"2026-05-16T06:07:47.821474",{"slug":2584,"name":2584,"fn":2585,"description":2586,"org":2587,"tags":2588,"stars":22,"repoUrl":23,"updatedAt":2594},"figma-implement-design","translate Figma designs into application code","Translates Figma designs into production-ready application code with 1:1 visual fidelity. Use when implementing UI code from Figma files, when user mentions \"implement design\", \"generate code\", \"implement component\", provides Figma URLs, or asks to build components matching Figma specs. For Figma canvas writes via `use_figma`, use `figma-use`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2589,2590,2591,2592,2593],{"name":2471,"slug":2472,"type":15},{"name":2474,"slug":2465,"type":15},{"name":2476,"slug":2477,"type":15},{"name":2493,"slug":2494,"type":15},{"name":2390,"slug":2391,"type":15},"2026-05-16T06:07:40.583615",{"slug":2596,"name":2596,"fn":2597,"description":2598,"org":2599,"tags":2600,"stars":22,"repoUrl":23,"updatedAt":2609},"hatch-pet","create animated pets for Codex","Create, repair, validate, visually QA, and package Codex-compatible animated pets and pet spritesheets from character art, generated images, company or prospect brand cues, or visual references. Use when a user wants a lightweight-worker Codex pet workflow, a non-pixel custom pet style, a prospect or company mascot pet, or a full 8x9 animated pet atlas with transparent unused cells, QA contact sheets, and pet.json packaging. This skill composes the installed $imagegen system skill for visual generation and uses bundled scripts for deterministic spritesheet assembly.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2601,2604,2605,2608],{"name":2602,"slug":2603,"type":15},"Animation","animation",{"name":2423,"slug":2424,"type":15},{"name":2606,"slug":2607,"type":15},"Creative","creative",{"name":2471,"slug":2472,"type":15},"2026-05-02T05:31:48.48485",{"slug":2611,"name":2611,"fn":2612,"description":2613,"org":2614,"tags":2615,"stars":22,"repoUrl":23,"updatedAt":2625},"imagegen","generate and edit raster images","Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output should be a bitmap asset rather than repo-native code or vector. Do not use when the task is better handled by editing existing SVG\u002Fvector\u002Fcode-native assets, extending an established icon or logo system, or building the visual directly in HTML\u002FCSS\u002Fcanvas.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[2616,2617,2618,2621,2624],{"name":2606,"slug":2607,"type":15},{"name":2471,"slug":2472,"type":15},{"name":2619,"slug":2620,"type":15},"Image Generation","image-generation",{"name":2622,"slug":2623,"type":15},"Images","images",{"name":9,"slug":8,"type":15},"2026-05-15T06:23:24.312127",675]