[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-trail-of-bits-openai-security-ownership-map":3,"mdc--4mgvyg-key":37,"related-org-trail-of-bits-openai-security-ownership-map":2393,"related-repo-trail-of-bits-openai-security-ownership-map":2550},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":12,"stars":26,"repoUrl":27,"updatedAt":28,"license":29,"forks":30,"topics":31,"repo":32,"sourceUrl":35,"mdContent":36},"openai-security-ownership-map","map security ownership in git repositories","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. Originally from OpenAI's curated skills catalog.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},"trail-of-bits","Trail of Bits","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Ftrail-of-bits.png","trailofbits",[13,17,20,23],{"name":14,"slug":15,"type":16},"Security","security","tag",{"name":18,"slug":19,"type":16},"Data Visualization","data-visualization",{"name":21,"slug":22,"type":16},"Git","git",{"name":24,"slug":25,"type":16},"Code Analysis","code-analysis",460,"https:\u002F\u002Fgithub.com\u002Ftrailofbits\u002Fskills-curated","2026-07-18T05:47:22.847671",null,29,[],{"repoUrl":27,"stars":26,"forks":30,"topics":33,"description":34},[],"Curated, community-vetted Claude Code plugin marketplace","https:\u002F\u002Fgithub.com\u002Ftrailofbits\u002Fskills-curated\u002Ftree\u002FHEAD\u002Fplugins\u002Fopenai-security-ownership-map\u002Fskills\u002Fopenai-security-ownership-map","---\nname: openai-security-ownership-map\ndescription: 'Analyze git repositories to build a security ownership topology (people-to-file), compute\n  bus factor and sensitive-code ownership, and export CSV\u002FJSON for graph databases and visualization.\n  Trigger only when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded\n  in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks\n  for risk, sensitive hotspots, or ownership clusters). Do not trigger for general maintainer lists or\n  non-security ownership questions. Originally from OpenAI''s curated skills catalog.'\nallowed-tools:\n- Bash\n- Read\n- Grep\n- Glob\n- Write\n- Edit\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\n## When to Use\n\n\u003C!-- TODO: review -->\n\n## When NOT to Use\n\n\u003C!-- TODO: review -->\n\n",{"data":38,"body":46},{"name":4,"description":6,"allowed-tools":39},[40,41,42,43,44,45],"Bash","Read","Grep","Glob","Write","Edit",{"type":47,"children":48},"root",[49,58,65,71,77,99,104,138,144,224,269,282,369,375,380,468,497,502,611,616,676,682,687,697,709,715,726,895,927,933,945,950,1224,1236,1242,1247,1876,1881,1980,1987,1992,2285,2291,2302,2308,2375,2381,2387],{"type":50,"tag":51,"props":52,"children":54},"element","h1",{"id":53},"security-ownership-map",[55],{"type":56,"value":57},"text","Security Ownership Map",{"type":50,"tag":59,"props":60,"children":62},"h2",{"id":61},"overview",[63],{"type":56,"value":64},"Overview",{"type":50,"tag":66,"props":67,"children":68},"p",{},[69],{"type":56,"value":70},"Build 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.",{"type":50,"tag":59,"props":72,"children":74},{"id":73},"requirements",[75],{"type":56,"value":76},"Requirements",{"type":50,"tag":78,"props":79,"children":80},"ul",{},[81,87],{"type":50,"tag":82,"props":83,"children":84},"li",{},[85],{"type":56,"value":86},"Python 3",{"type":50,"tag":82,"props":88,"children":89},{},[90,97],{"type":50,"tag":91,"props":92,"children":94},"code",{"className":93},[],[95],{"type":56,"value":96},"networkx",{"type":56,"value":98}," (required; community detection is enabled by default)",{"type":50,"tag":66,"props":100,"children":101},{},[102],{"type":56,"value":103},"Install with:",{"type":50,"tag":105,"props":106,"children":111},"pre",{"className":107,"code":108,"language":109,"meta":110,"style":110},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","pip install networkx\n","bash","",[112],{"type":50,"tag":91,"props":113,"children":114},{"__ignoreMap":110},[115],{"type":50,"tag":116,"props":117,"children":120},"span",{"class":118,"line":119},"line",1,[121,127,133],{"type":50,"tag":116,"props":122,"children":124},{"style":123},"--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B",[125],{"type":56,"value":126},"pip",{"type":50,"tag":116,"props":128,"children":130},{"style":129},"--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D",[131],{"type":56,"value":132}," install",{"type":50,"tag":116,"props":134,"children":135},{"style":129},[136],{"type":56,"value":137}," networkx\n",{"type":50,"tag":59,"props":139,"children":141},{"id":140},"workflow",[142],{"type":56,"value":143},"Workflow",{"type":50,"tag":145,"props":146,"children":147},"ol",{},[148,161,166,187,199,212],{"type":50,"tag":82,"props":149,"children":150},{},[151,153,159],{"type":56,"value":152},"Scope the repo and time window (optional ",{"type":50,"tag":91,"props":154,"children":156},{"className":155},[],[157],{"type":56,"value":158},"--since\u002F--until",{"type":56,"value":160},").",{"type":50,"tag":82,"props":162,"children":163},{},[164],{"type":56,"value":165},"Decide sensitivity rules (use defaults or provide a CSV config).",{"type":50,"tag":82,"props":167,"children":168},{},[169,171,177,179,185],{"type":56,"value":170},"Build the ownership map with ",{"type":50,"tag":91,"props":172,"children":174},{"className":173},[],[175],{"type":56,"value":176},"scripts\u002Frun_ownership_map.py",{"type":56,"value":178}," (co-change graph is on by default; use ",{"type":50,"tag":91,"props":180,"children":182},{"className":181},[],[183],{"type":56,"value":184},"--cochange-max-files",{"type":56,"value":186}," to ignore supernode commits).",{"type":50,"tag":82,"props":188,"children":189},{},[190,192,198],{"type":56,"value":191},"Communities are computed by default; graphml output is optional (",{"type":50,"tag":91,"props":193,"children":195},{"className":194},[],[196],{"type":56,"value":197},"--graphml",{"type":56,"value":160},{"type":50,"tag":82,"props":200,"children":201},{},[202,204,210],{"type":56,"value":203},"Query the outputs with ",{"type":50,"tag":91,"props":205,"children":207},{"className":206},[],[208],{"type":56,"value":209},"scripts\u002Fquery_ownership.py",{"type":56,"value":211}," for bounded JSON slices.",{"type":50,"tag":82,"props":213,"children":214},{},[215,217,223],{"type":56,"value":216},"Persist and visualize (see ",{"type":50,"tag":91,"props":218,"children":220},{"className":219},[],[221],{"type":56,"value":222},"references\u002Fneo4j-import.md",{"type":56,"value":160},{"type":50,"tag":66,"props":225,"children":226},{},[227,229,235,237,243,245,251,253,259,261,267],{"type":56,"value":228},"By default, the co-change graph ignores common “glue” files (lockfiles, ",{"type":50,"tag":91,"props":230,"children":232},{"className":231},[],[233],{"type":56,"value":234},".github\u002F*",{"type":56,"value":236},", editor config) so clusters reflect actual code movement instead of shared infra edits. Override with ",{"type":50,"tag":91,"props":238,"children":240},{"className":239},[],[241],{"type":56,"value":242},"--cochange-exclude",{"type":56,"value":244}," or ",{"type":50,"tag":91,"props":246,"children":248},{"className":247},[],[249],{"type":56,"value":250},"--no-default-cochange-excludes",{"type":56,"value":252},". Dependabot commits are excluded by default; override with ",{"type":50,"tag":91,"props":254,"children":256},{"className":255},[],[257],{"type":56,"value":258},"--no-default-author-excludes",{"type":56,"value":260}," or add patterns via ",{"type":50,"tag":91,"props":262,"children":264},{"className":263},[],[265],{"type":56,"value":266},"--author-exclude-regex",{"type":56,"value":268},".",{"type":50,"tag":66,"props":270,"children":271},{},[272,274,280],{"type":56,"value":273},"If you want to exclude Linux build glue like ",{"type":50,"tag":91,"props":275,"children":277},{"className":276},[],[278],{"type":56,"value":279},"Kbuild",{"type":56,"value":281}," from co-change clustering, pass:",{"type":50,"tag":105,"props":283,"children":285},{"className":107,"code":284,"language":109,"meta":110,"style":110},"python 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",[286],{"type":50,"tag":91,"props":287,"children":288},{"__ignoreMap":110},[289,308,326,344],{"type":50,"tag":116,"props":290,"children":291},{"class":118,"line":119},[292,297,302],{"type":50,"tag":116,"props":293,"children":294},{"style":123},[295],{"type":56,"value":296},"python",{"type":50,"tag":116,"props":298,"children":299},{"style":129},[300],{"type":56,"value":301}," skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Frun_ownership_map.py",{"type":50,"tag":116,"props":303,"children":305},{"style":304},"--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8",[306],{"type":56,"value":307}," \\\n",{"type":50,"tag":116,"props":309,"children":311},{"class":118,"line":310},2,[312,317,322],{"type":50,"tag":116,"props":313,"children":314},{"style":129},[315],{"type":56,"value":316},"  --repo",{"type":50,"tag":116,"props":318,"children":319},{"style":129},[320],{"type":56,"value":321}," \u002Fpath\u002Fto\u002Flinux",{"type":50,"tag":116,"props":323,"children":324},{"style":304},[325],{"type":56,"value":307},{"type":50,"tag":116,"props":327,"children":329},{"class":118,"line":328},3,[330,335,340],{"type":50,"tag":116,"props":331,"children":332},{"style":129},[333],{"type":56,"value":334},"  --out",{"type":50,"tag":116,"props":336,"children":337},{"style":129},[338],{"type":56,"value":339}," ownership-map-out",{"type":50,"tag":116,"props":341,"children":342},{"style":304},[343],{"type":56,"value":307},{"type":50,"tag":116,"props":345,"children":347},{"class":118,"line":346},4,[348,353,359,364],{"type":50,"tag":116,"props":349,"children":350},{"style":129},[351],{"type":56,"value":352},"  --cochange-exclude",{"type":50,"tag":116,"props":354,"children":356},{"style":355},"--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF",[357],{"type":56,"value":358}," \"",{"type":50,"tag":116,"props":360,"children":361},{"style":129},[362],{"type":56,"value":363},"**\u002FKbuild",{"type":50,"tag":116,"props":365,"children":366},{"style":355},[367],{"type":56,"value":368},"\"\n",{"type":50,"tag":59,"props":370,"children":372},{"id":371},"quick-start",[373],{"type":56,"value":374},"Quick start",{"type":50,"tag":66,"props":376,"children":377},{},[378],{"type":56,"value":379},"Run from the repo root:",{"type":50,"tag":105,"props":381,"children":383},{"className":107,"code":382,"language":109,"meta":110,"style":110},"python 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",[384],{"type":50,"tag":91,"props":385,"children":386},{"__ignoreMap":110},[387,402,418,433,459],{"type":50,"tag":116,"props":388,"children":389},{"class":118,"line":119},[390,394,398],{"type":50,"tag":116,"props":391,"children":392},{"style":123},[393],{"type":56,"value":296},{"type":50,"tag":116,"props":395,"children":396},{"style":129},[397],{"type":56,"value":301},{"type":50,"tag":116,"props":399,"children":400},{"style":304},[401],{"type":56,"value":307},{"type":50,"tag":116,"props":403,"children":404},{"class":118,"line":310},[405,409,414],{"type":50,"tag":116,"props":406,"children":407},{"style":129},[408],{"type":56,"value":316},{"type":50,"tag":116,"props":410,"children":411},{"style":129},[412],{"type":56,"value":413}," .",{"type":50,"tag":116,"props":415,"children":416},{"style":304},[417],{"type":56,"value":307},{"type":50,"tag":116,"props":419,"children":420},{"class":118,"line":328},[421,425,429],{"type":50,"tag":116,"props":422,"children":423},{"style":129},[424],{"type":56,"value":334},{"type":50,"tag":116,"props":426,"children":427},{"style":129},[428],{"type":56,"value":339},{"type":50,"tag":116,"props":430,"children":431},{"style":304},[432],{"type":56,"value":307},{"type":50,"tag":116,"props":434,"children":435},{"class":118,"line":346},[436,441,445,450,455],{"type":50,"tag":116,"props":437,"children":438},{"style":129},[439],{"type":56,"value":440},"  --since",{"type":50,"tag":116,"props":442,"children":443},{"style":355},[444],{"type":56,"value":358},{"type":50,"tag":116,"props":446,"children":447},{"style":129},[448],{"type":56,"value":449},"12 months ago",{"type":50,"tag":116,"props":451,"children":452},{"style":355},[453],{"type":56,"value":454},"\"",{"type":50,"tag":116,"props":456,"children":457},{"style":304},[458],{"type":56,"value":307},{"type":50,"tag":116,"props":460,"children":462},{"class":118,"line":461},5,[463],{"type":50,"tag":116,"props":464,"children":465},{"style":129},[466],{"type":56,"value":467},"  --emit-commits\n",{"type":50,"tag":66,"props":469,"children":470},{},[471,473,479,481,487,489,495],{"type":56,"value":472},"Defaults: author identity, author date, and merge commits excluded. Use ",{"type":50,"tag":91,"props":474,"children":476},{"className":475},[],[477],{"type":56,"value":478},"--identity committer",{"type":56,"value":480},", ",{"type":50,"tag":91,"props":482,"children":484},{"className":483},[],[485],{"type":56,"value":486},"--date-field committer",{"type":56,"value":488},", or ",{"type":50,"tag":91,"props":490,"children":492},{"className":491},[],[493],{"type":56,"value":494},"--include-merges",{"type":56,"value":496}," if needed.",{"type":50,"tag":66,"props":498,"children":499},{},[500],{"type":56,"value":501},"Example (override co-change excludes):",{"type":50,"tag":105,"props":503,"children":505},{"className":107,"code":504,"language":109,"meta":110,"style":110},"python 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",[506],{"type":50,"tag":91,"props":507,"children":508},{"__ignoreMap":110},[509,524,539,554,578,602],{"type":50,"tag":116,"props":510,"children":511},{"class":118,"line":119},[512,516,520],{"type":50,"tag":116,"props":513,"children":514},{"style":123},[515],{"type":56,"value":296},{"type":50,"tag":116,"props":517,"children":518},{"style":129},[519],{"type":56,"value":301},{"type":50,"tag":116,"props":521,"children":522},{"style":304},[523],{"type":56,"value":307},{"type":50,"tag":116,"props":525,"children":526},{"class":118,"line":310},[527,531,535],{"type":50,"tag":116,"props":528,"children":529},{"style":129},[530],{"type":56,"value":316},{"type":50,"tag":116,"props":532,"children":533},{"style":129},[534],{"type":56,"value":413},{"type":50,"tag":116,"props":536,"children":537},{"style":304},[538],{"type":56,"value":307},{"type":50,"tag":116,"props":540,"children":541},{"class":118,"line":328},[542,546,550],{"type":50,"tag":116,"props":543,"children":544},{"style":129},[545],{"type":56,"value":334},{"type":50,"tag":116,"props":547,"children":548},{"style":129},[549],{"type":56,"value":339},{"type":50,"tag":116,"props":551,"children":552},{"style":304},[553],{"type":56,"value":307},{"type":50,"tag":116,"props":555,"children":556},{"class":118,"line":346},[557,561,565,570,574],{"type":50,"tag":116,"props":558,"children":559},{"style":129},[560],{"type":56,"value":352},{"type":50,"tag":116,"props":562,"children":563},{"style":355},[564],{"type":56,"value":358},{"type":50,"tag":116,"props":566,"children":567},{"style":129},[568],{"type":56,"value":569},"**\u002FCargo.lock",{"type":50,"tag":116,"props":571,"children":572},{"style":355},[573],{"type":56,"value":454},{"type":50,"tag":116,"props":575,"children":576},{"style":304},[577],{"type":56,"value":307},{"type":50,"tag":116,"props":579,"children":580},{"class":118,"line":461},[581,585,589,594,598],{"type":50,"tag":116,"props":582,"children":583},{"style":129},[584],{"type":56,"value":352},{"type":50,"tag":116,"props":586,"children":587},{"style":355},[588],{"type":56,"value":358},{"type":50,"tag":116,"props":590,"children":591},{"style":129},[592],{"type":56,"value":593},"**\u002F.github\u002F**",{"type":50,"tag":116,"props":595,"children":596},{"style":355},[597],{"type":56,"value":454},{"type":50,"tag":116,"props":599,"children":600},{"style":304},[601],{"type":56,"value":307},{"type":50,"tag":116,"props":603,"children":605},{"class":118,"line":604},6,[606],{"type":50,"tag":116,"props":607,"children":608},{"style":129},[609],{"type":56,"value":610},"  --no-default-cochange-excludes\n",{"type":50,"tag":66,"props":612,"children":613},{},[614],{"type":56,"value":615},"Communities are computed by default. To disable:",{"type":50,"tag":105,"props":617,"children":619},{"className":107,"code":618,"language":109,"meta":110,"style":110},"python skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Frun_ownership_map.py \\\n  --repo . \\\n  --out ownership-map-out \\\n  --no-communities\n",[620],{"type":50,"tag":91,"props":621,"children":622},{"__ignoreMap":110},[623,638,653,668],{"type":50,"tag":116,"props":624,"children":625},{"class":118,"line":119},[626,630,634],{"type":50,"tag":116,"props":627,"children":628},{"style":123},[629],{"type":56,"value":296},{"type":50,"tag":116,"props":631,"children":632},{"style":129},[633],{"type":56,"value":301},{"type":50,"tag":116,"props":635,"children":636},{"style":304},[637],{"type":56,"value":307},{"type":50,"tag":116,"props":639,"children":640},{"class":118,"line":310},[641,645,649],{"type":50,"tag":116,"props":642,"children":643},{"style":129},[644],{"type":56,"value":316},{"type":50,"tag":116,"props":646,"children":647},{"style":129},[648],{"type":56,"value":413},{"type":50,"tag":116,"props":650,"children":651},{"style":304},[652],{"type":56,"value":307},{"type":50,"tag":116,"props":654,"children":655},{"class":118,"line":328},[656,660,664],{"type":50,"tag":116,"props":657,"children":658},{"style":129},[659],{"type":56,"value":334},{"type":50,"tag":116,"props":661,"children":662},{"style":129},[663],{"type":56,"value":339},{"type":50,"tag":116,"props":665,"children":666},{"style":304},[667],{"type":56,"value":307},{"type":50,"tag":116,"props":669,"children":670},{"class":118,"line":346},[671],{"type":50,"tag":116,"props":672,"children":673},{"style":129},[674],{"type":56,"value":675},"  --no-communities\n",{"type":50,"tag":59,"props":677,"children":679},{"id":678},"sensitivity-rules",[680],{"type":56,"value":681},"Sensitivity rules",{"type":50,"tag":66,"props":683,"children":684},{},[685],{"type":56,"value":686},"By default, the script flags common auth\u002Fcrypto\u002Fsecret paths. Override by providing a CSV file:",{"type":50,"tag":105,"props":688,"children":692},{"className":689,"code":691,"language":56},[690],"language-text","# pattern,tag,weight\n**\u002Fauth\u002F**,auth,1.0\n**\u002Fcrypto\u002F**,crypto,1.0\n**\u002F*.pem,secrets,1.0\n",[693],{"type":50,"tag":91,"props":694,"children":695},{"__ignoreMap":110},[696],{"type":56,"value":691},{"type":50,"tag":66,"props":698,"children":699},{},[700,702,708],{"type":56,"value":701},"Use it with ",{"type":50,"tag":91,"props":703,"children":705},{"className":704},[],[706],{"type":56,"value":707},"--sensitive-config path\u002Fto\u002Fsensitive.csv",{"type":56,"value":268},{"type":50,"tag":59,"props":710,"children":712},{"id":711},"output-artifacts",[713],{"type":56,"value":714},"Output artifacts",{"type":50,"tag":66,"props":716,"children":717},{},[718,724],{"type":50,"tag":91,"props":719,"children":721},{"className":720},[],[722],{"type":56,"value":723},"ownership-map-out\u002F",{"type":56,"value":725}," contains:",{"type":50,"tag":78,"props":727,"children":728},{},[729,740,751,762,781,792,810,836,871],{"type":50,"tag":82,"props":730,"children":731},{},[732,738],{"type":50,"tag":91,"props":733,"children":735},{"className":734},[],[736],{"type":56,"value":737},"people.csv",{"type":56,"value":739}," (nodes: people)",{"type":50,"tag":82,"props":741,"children":742},{},[743,749],{"type":50,"tag":91,"props":744,"children":746},{"className":745},[],[747],{"type":56,"value":748},"files.csv",{"type":56,"value":750}," (nodes: files)",{"type":50,"tag":82,"props":752,"children":753},{},[754,760],{"type":50,"tag":91,"props":755,"children":757},{"className":756},[],[758],{"type":56,"value":759},"edges.csv",{"type":56,"value":761}," (edges: touches)",{"type":50,"tag":82,"props":763,"children":764},{},[765,771,773,779],{"type":50,"tag":91,"props":766,"children":768},{"className":767},[],[769],{"type":56,"value":770},"cochange_edges.csv",{"type":56,"value":772}," (file-to-file co-change edges with Jaccard weight; omitted with ",{"type":50,"tag":91,"props":774,"children":776},{"className":775},[],[777],{"type":56,"value":778},"--no-cochange",{"type":56,"value":780},")",{"type":50,"tag":82,"props":782,"children":783},{},[784,790],{"type":50,"tag":91,"props":785,"children":787},{"className":786},[],[788],{"type":56,"value":789},"summary.json",{"type":56,"value":791}," (security ownership findings)",{"type":50,"tag":82,"props":793,"children":794},{},[795,801,803,809],{"type":50,"tag":91,"props":796,"children":798},{"className":797},[],[799],{"type":56,"value":800},"commits.jsonl",{"type":56,"value":802}," (optional, if ",{"type":50,"tag":91,"props":804,"children":806},{"className":805},[],[807],{"type":56,"value":808},"--emit-commits",{"type":56,"value":780},{"type":50,"tag":82,"props":811,"children":812},{},[813,819,821,827,829,835],{"type":50,"tag":91,"props":814,"children":816},{"className":815},[],[817],{"type":56,"value":818},"communities.json",{"type":56,"value":820}," (computed by default from co-change edges when available; includes ",{"type":50,"tag":91,"props":822,"children":824},{"className":823},[],[825],{"type":56,"value":826},"maintainers",{"type":56,"value":828}," per community; disable with ",{"type":50,"tag":91,"props":830,"children":832},{"className":831},[],[833],{"type":56,"value":834},"--no-communities",{"type":56,"value":780},{"type":50,"tag":82,"props":837,"children":838},{},[839,845,847,853,855,861,863,869],{"type":50,"tag":91,"props":840,"children":842},{"className":841},[],[843],{"type":56,"value":844},"cochange.graph.json",{"type":56,"value":846}," (NetworkX node-link JSON with ",{"type":50,"tag":91,"props":848,"children":850},{"className":849},[],[851],{"type":56,"value":852},"community_id",{"type":56,"value":854}," + ",{"type":50,"tag":91,"props":856,"children":858},{"className":857},[],[859],{"type":56,"value":860},"community_maintainers",{"type":56,"value":862},"; falls back to ",{"type":50,"tag":91,"props":864,"children":866},{"className":865},[],[867],{"type":56,"value":868},"ownership.graph.json",{"type":56,"value":870}," if no co-change edges)",{"type":50,"tag":82,"props":872,"children":873},{},[874,880,882,888,889,894],{"type":50,"tag":91,"props":875,"children":877},{"className":876},[],[878],{"type":56,"value":879},"ownership.graphml",{"type":56,"value":881}," \u002F ",{"type":50,"tag":91,"props":883,"children":885},{"className":884},[],[886],{"type":56,"value":887},"cochange.graphml",{"type":56,"value":802},{"type":50,"tag":91,"props":890,"children":892},{"className":891},[],[893],{"type":56,"value":197},{"type":56,"value":780},{"type":50,"tag":66,"props":896,"children":897},{},[898,903,905,911,912,918,920,926],{"type":50,"tag":91,"props":899,"children":901},{"className":900},[],[902],{"type":56,"value":737},{"type":56,"value":904}," includes timezone detection based on author commit offsets: ",{"type":50,"tag":91,"props":906,"children":908},{"className":907},[],[909],{"type":56,"value":910},"primary_tz_offset",{"type":56,"value":480},{"type":50,"tag":91,"props":913,"children":915},{"className":914},[],[916],{"type":56,"value":917},"primary_tz_minutes",{"type":56,"value":919},", and ",{"type":50,"tag":91,"props":921,"children":923},{"className":922},[],[924],{"type":56,"value":925},"timezone_offsets",{"type":56,"value":268},{"type":50,"tag":59,"props":928,"children":930},{"id":929},"llm-query-helper",[931],{"type":56,"value":932},"LLM query helper",{"type":50,"tag":66,"props":934,"children":935},{},[936,938,943],{"type":56,"value":937},"Use ",{"type":50,"tag":91,"props":939,"children":941},{"className":940},[],[942],{"type":56,"value":209},{"type":56,"value":944}," to return small, JSON-bounded slices without loading the full graph into context.",{"type":50,"tag":66,"props":946,"children":947},{},[948],{"type":56,"value":949},"Examples:",{"type":50,"tag":105,"props":951,"children":953},{"className":107,"code":952,"language":109,"meta":110,"style":110},"python 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",[954],{"type":50,"tag":91,"props":955,"children":956},{"__ignoreMap":110},[957,994,1038,1080,1114,1155,1189],{"type":50,"tag":116,"props":958,"children":959},{"class":118,"line":119},[960,964,969,974,978,983,988],{"type":50,"tag":116,"props":961,"children":962},{"style":123},[963],{"type":56,"value":296},{"type":50,"tag":116,"props":965,"children":966},{"style":129},[967],{"type":56,"value":968}," skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fquery_ownership.py",{"type":50,"tag":116,"props":970,"children":971},{"style":129},[972],{"type":56,"value":973}," --data-dir",{"type":50,"tag":116,"props":975,"children":976},{"style":129},[977],{"type":56,"value":339},{"type":50,"tag":116,"props":979,"children":980},{"style":129},[981],{"type":56,"value":982}," people",{"type":50,"tag":116,"props":984,"children":985},{"style":129},[986],{"type":56,"value":987}," --limit",{"type":50,"tag":116,"props":989,"children":991},{"style":990},"--shiki-light:#F76D47;--shiki-default:#F78C6C;--shiki-dark:#F78C6C",[992],{"type":56,"value":993}," 10\n",{"type":50,"tag":116,"props":995,"children":996},{"class":118,"line":310},[997,1001,1005,1009,1013,1018,1023,1028,1033],{"type":50,"tag":116,"props":998,"children":999},{"style":123},[1000],{"type":56,"value":296},{"type":50,"tag":116,"props":1002,"children":1003},{"style":129},[1004],{"type":56,"value":968},{"type":50,"tag":116,"props":1006,"children":1007},{"style":129},[1008],{"type":56,"value":973},{"type":50,"tag":116,"props":1010,"children":1011},{"style":129},[1012],{"type":56,"value":339},{"type":50,"tag":116,"props":1014,"children":1015},{"style":129},[1016],{"type":56,"value":1017}," files",{"type":50,"tag":116,"props":1019,"children":1020},{"style":129},[1021],{"type":56,"value":1022}," --tag",{"type":50,"tag":116,"props":1024,"children":1025},{"style":129},[1026],{"type":56,"value":1027}," auth",{"type":50,"tag":116,"props":1029,"children":1030},{"style":129},[1031],{"type":56,"value":1032}," --bus-factor-max",{"type":50,"tag":116,"props":1034,"children":1035},{"style":990},[1036],{"type":56,"value":1037}," 1\n",{"type":50,"tag":116,"props":1039,"children":1040},{"class":118,"line":328},[1041,1045,1049,1053,1057,1062,1067,1072,1076],{"type":50,"tag":116,"props":1042,"children":1043},{"style":123},[1044],{"type":56,"value":296},{"type":50,"tag":116,"props":1046,"children":1047},{"style":129},[1048],{"type":56,"value":968},{"type":50,"tag":116,"props":1050,"children":1051},{"style":129},[1052],{"type":56,"value":973},{"type":50,"tag":116,"props":1054,"children":1055},{"style":129},[1056],{"type":56,"value":339},{"type":50,"tag":116,"props":1058,"children":1059},{"style":129},[1060],{"type":56,"value":1061}," person",{"type":50,"tag":116,"props":1063,"children":1064},{"style":129},[1065],{"type":56,"value":1066}," --person",{"type":50,"tag":116,"props":1068,"children":1069},{"style":129},[1070],{"type":56,"value":1071}," alice@corp",{"type":50,"tag":116,"props":1073,"children":1074},{"style":129},[1075],{"type":56,"value":987},{"type":50,"tag":116,"props":1077,"children":1078},{"style":990},[1079],{"type":56,"value":993},{"type":50,"tag":116,"props":1081,"children":1082},{"class":118,"line":346},[1083,1087,1091,1095,1099,1104,1109],{"type":50,"tag":116,"props":1084,"children":1085},{"style":123},[1086],{"type":56,"value":296},{"type":50,"tag":116,"props":1088,"children":1089},{"style":129},[1090],{"type":56,"value":968},{"type":50,"tag":116,"props":1092,"children":1093},{"style":129},[1094],{"type":56,"value":973},{"type":50,"tag":116,"props":1096,"children":1097},{"style":129},[1098],{"type":56,"value":339},{"type":50,"tag":116,"props":1100,"children":1101},{"style":129},[1102],{"type":56,"value":1103}," file",{"type":50,"tag":116,"props":1105,"children":1106},{"style":129},[1107],{"type":56,"value":1108}," --file",{"type":50,"tag":116,"props":1110,"children":1111},{"style":129},[1112],{"type":56,"value":1113}," crypto\u002Ftls\n",{"type":50,"tag":116,"props":1115,"children":1116},{"class":118,"line":461},[1117,1121,1125,1129,1133,1138,1142,1147,1151],{"type":50,"tag":116,"props":1118,"children":1119},{"style":123},[1120],{"type":56,"value":296},{"type":50,"tag":116,"props":1122,"children":1123},{"style":129},[1124],{"type":56,"value":968},{"type":50,"tag":116,"props":1126,"children":1127},{"style":129},[1128],{"type":56,"value":973},{"type":50,"tag":116,"props":1130,"children":1131},{"style":129},[1132],{"type":56,"value":339},{"type":50,"tag":116,"props":1134,"children":1135},{"style":129},[1136],{"type":56,"value":1137}," cochange",{"type":50,"tag":116,"props":1139,"children":1140},{"style":129},[1141],{"type":56,"value":1108},{"type":50,"tag":116,"props":1143,"children":1144},{"style":129},[1145],{"type":56,"value":1146}," crypto\u002Ftls",{"type":50,"tag":116,"props":1148,"children":1149},{"style":129},[1150],{"type":56,"value":987},{"type":50,"tag":116,"props":1152,"children":1153},{"style":990},[1154],{"type":56,"value":993},{"type":50,"tag":116,"props":1156,"children":1157},{"class":118,"line":604},[1158,1162,1166,1170,1174,1179,1184],{"type":50,"tag":116,"props":1159,"children":1160},{"style":123},[1161],{"type":56,"value":296},{"type":50,"tag":116,"props":1163,"children":1164},{"style":129},[1165],{"type":56,"value":968},{"type":50,"tag":116,"props":1167,"children":1168},{"style":129},[1169],{"type":56,"value":973},{"type":50,"tag":116,"props":1171,"children":1172},{"style":129},[1173],{"type":56,"value":339},{"type":50,"tag":116,"props":1175,"children":1176},{"style":129},[1177],{"type":56,"value":1178}," summary",{"type":50,"tag":116,"props":1180,"children":1181},{"style":129},[1182],{"type":56,"value":1183}," --section",{"type":50,"tag":116,"props":1185,"children":1186},{"style":129},[1187],{"type":56,"value":1188}," orphaned_sensitive_code\n",{"type":50,"tag":116,"props":1190,"children":1192},{"class":118,"line":1191},7,[1193,1197,1201,1205,1209,1214,1219],{"type":50,"tag":116,"props":1194,"children":1195},{"style":123},[1196],{"type":56,"value":296},{"type":50,"tag":116,"props":1198,"children":1199},{"style":129},[1200],{"type":56,"value":968},{"type":50,"tag":116,"props":1202,"children":1203},{"style":129},[1204],{"type":56,"value":973},{"type":50,"tag":116,"props":1206,"children":1207},{"style":129},[1208],{"type":56,"value":339},{"type":50,"tag":116,"props":1210,"children":1211},{"style":129},[1212],{"type":56,"value":1213}," community",{"type":50,"tag":116,"props":1215,"children":1216},{"style":129},[1217],{"type":56,"value":1218}," --id",{"type":50,"tag":116,"props":1220,"children":1221},{"style":990},[1222],{"type":56,"value":1223}," 3\n",{"type":50,"tag":66,"props":1225,"children":1226},{},[1227,1228,1234],{"type":56,"value":937},{"type":50,"tag":91,"props":1229,"children":1231},{"className":1230},[],[1232],{"type":56,"value":1233},"--community-top-owners 5",{"type":56,"value":1235}," (default) to control how many maintainers are stored per community.",{"type":50,"tag":59,"props":1237,"children":1239},{"id":1238},"basic-security-queries",[1240],{"type":56,"value":1241},"Basic security queries",{"type":50,"tag":66,"props":1243,"children":1244},{},[1245],{"type":56,"value":1246},"Run these to answer common security ownership questions with bounded output:",{"type":50,"tag":105,"props":1248,"children":1250},{"className":107,"code":1249,"language":109,"meta":110,"style":110},"# 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",[1251],{"type":50,"tag":91,"props":1252,"children":1253},{"__ignoreMap":110},[1254,1263,1294,1303,1311,1343,1350,1358,1391,1399,1408,1448,1489,1497,1506,1548,1556,1565,1617,1625,1634,1666,1674,1683,1700,1717,1735,1752,1766,1773,1782,1798,1814,1830,1846,1864],{"type":50,"tag":116,"props":1255,"children":1256},{"class":118,"line":119},[1257],{"type":50,"tag":116,"props":1258,"children":1260},{"style":1259},"--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#546E7A;--shiki-default-font-style:italic;--shiki-dark:#676E95;--shiki-dark-font-style:italic",[1261],{"type":56,"value":1262},"# Orphaned sensitive code (stale + low bus factor)\n",{"type":50,"tag":116,"props":1264,"children":1265},{"class":118,"line":310},[1266,1270,1274,1278,1282,1286,1290],{"type":50,"tag":116,"props":1267,"children":1268},{"style":123},[1269],{"type":56,"value":296},{"type":50,"tag":116,"props":1271,"children":1272},{"style":129},[1273],{"type":56,"value":968},{"type":50,"tag":116,"props":1275,"children":1276},{"style":129},[1277],{"type":56,"value":973},{"type":50,"tag":116,"props":1279,"children":1280},{"style":129},[1281],{"type":56,"value":339},{"type":50,"tag":116,"props":1283,"children":1284},{"style":129},[1285],{"type":56,"value":1178},{"type":50,"tag":116,"props":1287,"children":1288},{"style":129},[1289],{"type":56,"value":1183},{"type":50,"tag":116,"props":1291,"children":1292},{"style":129},[1293],{"type":56,"value":1188},{"type":50,"tag":116,"props":1295,"children":1296},{"class":118,"line":328},[1297],{"type":50,"tag":116,"props":1298,"children":1300},{"emptyLinePlaceholder":1299},true,[1301],{"type":56,"value":1302},"\n",{"type":50,"tag":116,"props":1304,"children":1305},{"class":118,"line":346},[1306],{"type":50,"tag":116,"props":1307,"children":1308},{"style":1259},[1309],{"type":56,"value":1310},"# Hidden owners for sensitive tags\n",{"type":50,"tag":116,"props":1312,"children":1313},{"class":118,"line":461},[1314,1318,1322,1326,1330,1334,1338],{"type":50,"tag":116,"props":1315,"children":1316},{"style":123},[1317],{"type":56,"value":296},{"type":50,"tag":116,"props":1319,"children":1320},{"style":129},[1321],{"type":56,"value":968},{"type":50,"tag":116,"props":1323,"children":1324},{"style":129},[1325],{"type":56,"value":973},{"type":50,"tag":116,"props":1327,"children":1328},{"style":129},[1329],{"type":56,"value":339},{"type":50,"tag":116,"props":1331,"children":1332},{"style":129},[1333],{"type":56,"value":1178},{"type":50,"tag":116,"props":1335,"children":1336},{"style":129},[1337],{"type":56,"value":1183},{"type":50,"tag":116,"props":1339,"children":1340},{"style":129},[1341],{"type":56,"value":1342}," hidden_owners\n",{"type":50,"tag":116,"props":1344,"children":1345},{"class":118,"line":604},[1346],{"type":50,"tag":116,"props":1347,"children":1348},{"emptyLinePlaceholder":1299},[1349],{"type":56,"value":1302},{"type":50,"tag":116,"props":1351,"children":1352},{"class":118,"line":1191},[1353],{"type":50,"tag":116,"props":1354,"children":1355},{"style":1259},[1356],{"type":56,"value":1357},"# Sensitive hotspots with low bus factor\n",{"type":50,"tag":116,"props":1359,"children":1361},{"class":118,"line":1360},8,[1362,1366,1370,1374,1378,1382,1386],{"type":50,"tag":116,"props":1363,"children":1364},{"style":123},[1365],{"type":56,"value":296},{"type":50,"tag":116,"props":1367,"children":1368},{"style":129},[1369],{"type":56,"value":968},{"type":50,"tag":116,"props":1371,"children":1372},{"style":129},[1373],{"type":56,"value":973},{"type":50,"tag":116,"props":1375,"children":1376},{"style":129},[1377],{"type":56,"value":339},{"type":50,"tag":116,"props":1379,"children":1380},{"style":129},[1381],{"type":56,"value":1178},{"type":50,"tag":116,"props":1383,"children":1384},{"style":129},[1385],{"type":56,"value":1183},{"type":50,"tag":116,"props":1387,"children":1388},{"style":129},[1389],{"type":56,"value":1390}," bus_factor_hotspots\n",{"type":50,"tag":116,"props":1392,"children":1394},{"class":118,"line":1393},9,[1395],{"type":50,"tag":116,"props":1396,"children":1397},{"emptyLinePlaceholder":1299},[1398],{"type":56,"value":1302},{"type":50,"tag":116,"props":1400,"children":1402},{"class":118,"line":1401},10,[1403],{"type":50,"tag":116,"props":1404,"children":1405},{"style":1259},[1406],{"type":56,"value":1407},"# Auth\u002Fcrypto files with bus factor \u003C= 1\n",{"type":50,"tag":116,"props":1409,"children":1411},{"class":118,"line":1410},11,[1412,1416,1420,1424,1428,1432,1436,1440,1444],{"type":50,"tag":116,"props":1413,"children":1414},{"style":123},[1415],{"type":56,"value":296},{"type":50,"tag":116,"props":1417,"children":1418},{"style":129},[1419],{"type":56,"value":968},{"type":50,"tag":116,"props":1421,"children":1422},{"style":129},[1423],{"type":56,"value":973},{"type":50,"tag":116,"props":1425,"children":1426},{"style":129},[1427],{"type":56,"value":339},{"type":50,"tag":116,"props":1429,"children":1430},{"style":129},[1431],{"type":56,"value":1017},{"type":50,"tag":116,"props":1433,"children":1434},{"style":129},[1435],{"type":56,"value":1022},{"type":50,"tag":116,"props":1437,"children":1438},{"style":129},[1439],{"type":56,"value":1027},{"type":50,"tag":116,"props":1441,"children":1442},{"style":129},[1443],{"type":56,"value":1032},{"type":50,"tag":116,"props":1445,"children":1446},{"style":990},[1447],{"type":56,"value":1037},{"type":50,"tag":116,"props":1449,"children":1451},{"class":118,"line":1450},12,[1452,1456,1460,1464,1468,1472,1476,1481,1485],{"type":50,"tag":116,"props":1453,"children":1454},{"style":123},[1455],{"type":56,"value":296},{"type":50,"tag":116,"props":1457,"children":1458},{"style":129},[1459],{"type":56,"value":968},{"type":50,"tag":116,"props":1461,"children":1462},{"style":129},[1463],{"type":56,"value":973},{"type":50,"tag":116,"props":1465,"children":1466},{"style":129},[1467],{"type":56,"value":339},{"type":50,"tag":116,"props":1469,"children":1470},{"style":129},[1471],{"type":56,"value":1017},{"type":50,"tag":116,"props":1473,"children":1474},{"style":129},[1475],{"type":56,"value":1022},{"type":50,"tag":116,"props":1477,"children":1478},{"style":129},[1479],{"type":56,"value":1480}," crypto",{"type":50,"tag":116,"props":1482,"children":1483},{"style":129},[1484],{"type":56,"value":1032},{"type":50,"tag":116,"props":1486,"children":1487},{"style":990},[1488],{"type":56,"value":1037},{"type":50,"tag":116,"props":1490,"children":1492},{"class":118,"line":1491},13,[1493],{"type":50,"tag":116,"props":1494,"children":1495},{"emptyLinePlaceholder":1299},[1496],{"type":56,"value":1302},{"type":50,"tag":116,"props":1498,"children":1500},{"class":118,"line":1499},14,[1501],{"type":50,"tag":116,"props":1502,"children":1503},{"style":1259},[1504],{"type":56,"value":1505},"# Who is touching sensitive code the most\n",{"type":50,"tag":116,"props":1507,"children":1509},{"class":118,"line":1508},15,[1510,1514,1518,1522,1526,1530,1535,1540,1544],{"type":50,"tag":116,"props":1511,"children":1512},{"style":123},[1513],{"type":56,"value":296},{"type":50,"tag":116,"props":1515,"children":1516},{"style":129},[1517],{"type":56,"value":968},{"type":50,"tag":116,"props":1519,"children":1520},{"style":129},[1521],{"type":56,"value":973},{"type":50,"tag":116,"props":1523,"children":1524},{"style":129},[1525],{"type":56,"value":339},{"type":50,"tag":116,"props":1527,"children":1528},{"style":129},[1529],{"type":56,"value":982},{"type":50,"tag":116,"props":1531,"children":1532},{"style":129},[1533],{"type":56,"value":1534}," --sort",{"type":50,"tag":116,"props":1536,"children":1537},{"style":129},[1538],{"type":56,"value":1539}," sensitive_touches",{"type":50,"tag":116,"props":1541,"children":1542},{"style":129},[1543],{"type":56,"value":987},{"type":50,"tag":116,"props":1545,"children":1546},{"style":990},[1547],{"type":56,"value":993},{"type":50,"tag":116,"props":1549,"children":1551},{"class":118,"line":1550},16,[1552],{"type":50,"tag":116,"props":1553,"children":1554},{"emptyLinePlaceholder":1299},[1555],{"type":56,"value":1302},{"type":50,"tag":116,"props":1557,"children":1559},{"class":118,"line":1558},17,[1560],{"type":50,"tag":116,"props":1561,"children":1562},{"style":1259},[1563],{"type":56,"value":1564},"# Co-change neighbors (cluster hints for ownership drift)\n",{"type":50,"tag":116,"props":1566,"children":1568},{"class":118,"line":1567},18,[1569,1573,1577,1581,1585,1589,1593,1598,1603,1608,1612],{"type":50,"tag":116,"props":1570,"children":1571},{"style":123},[1572],{"type":56,"value":296},{"type":50,"tag":116,"props":1574,"children":1575},{"style":129},[1576],{"type":56,"value":968},{"type":50,"tag":116,"props":1578,"children":1579},{"style":129},[1580],{"type":56,"value":973},{"type":50,"tag":116,"props":1582,"children":1583},{"style":129},[1584],{"type":56,"value":339},{"type":50,"tag":116,"props":1586,"children":1587},{"style":129},[1588],{"type":56,"value":1137},{"type":50,"tag":116,"props":1590,"children":1591},{"style":129},[1592],{"type":56,"value":1108},{"type":50,"tag":116,"props":1594,"children":1595},{"style":129},[1596],{"type":56,"value":1597}," path\u002Fto\u002Ffile",{"type":50,"tag":116,"props":1599,"children":1600},{"style":129},[1601],{"type":56,"value":1602}," --min-jaccard",{"type":50,"tag":116,"props":1604,"children":1605},{"style":990},[1606],{"type":56,"value":1607}," 0.05",{"type":50,"tag":116,"props":1609,"children":1610},{"style":129},[1611],{"type":56,"value":987},{"type":50,"tag":116,"props":1613,"children":1614},{"style":990},[1615],{"type":56,"value":1616}," 20\n",{"type":50,"tag":116,"props":1618,"children":1620},{"class":118,"line":1619},19,[1621],{"type":50,"tag":116,"props":1622,"children":1623},{"emptyLinePlaceholder":1299},[1624],{"type":56,"value":1302},{"type":50,"tag":116,"props":1626,"children":1628},{"class":118,"line":1627},20,[1629],{"type":50,"tag":116,"props":1630,"children":1631},{"style":1259},[1632],{"type":56,"value":1633},"# Community maintainers (for a cluster)\n",{"type":50,"tag":116,"props":1635,"children":1637},{"class":118,"line":1636},21,[1638,1642,1646,1650,1654,1658,1662],{"type":50,"tag":116,"props":1639,"children":1640},{"style":123},[1641],{"type":56,"value":296},{"type":50,"tag":116,"props":1643,"children":1644},{"style":129},[1645],{"type":56,"value":968},{"type":50,"tag":116,"props":1647,"children":1648},{"style":129},[1649],{"type":56,"value":973},{"type":50,"tag":116,"props":1651,"children":1652},{"style":129},[1653],{"type":56,"value":339},{"type":50,"tag":116,"props":1655,"children":1656},{"style":129},[1657],{"type":56,"value":1213},{"type":50,"tag":116,"props":1659,"children":1660},{"style":129},[1661],{"type":56,"value":1218},{"type":50,"tag":116,"props":1663,"children":1664},{"style":990},[1665],{"type":56,"value":1223},{"type":50,"tag":116,"props":1667,"children":1669},{"class":118,"line":1668},22,[1670],{"type":50,"tag":116,"props":1671,"children":1672},{"emptyLinePlaceholder":1299},[1673],{"type":56,"value":1302},{"type":50,"tag":116,"props":1675,"children":1677},{"class":118,"line":1676},23,[1678],{"type":50,"tag":116,"props":1679,"children":1680},{"style":1259},[1681],{"type":56,"value":1682},"# Monthly maintainers for the community containing a file\n",{"type":50,"tag":116,"props":1684,"children":1686},{"class":118,"line":1685},24,[1687,1691,1696],{"type":50,"tag":116,"props":1688,"children":1689},{"style":123},[1690],{"type":56,"value":296},{"type":50,"tag":116,"props":1692,"children":1693},{"style":129},[1694],{"type":56,"value":1695}," skills\u002Fskills\u002Fsecurity-ownership-map\u002Fscripts\u002Fcommunity_maintainers.py",{"type":50,"tag":116,"props":1697,"children":1698},{"style":304},[1699],{"type":56,"value":307},{"type":50,"tag":116,"props":1701,"children":1703},{"class":118,"line":1702},25,[1704,1709,1713],{"type":50,"tag":116,"props":1705,"children":1706},{"style":129},[1707],{"type":56,"value":1708},"  --data-dir",{"type":50,"tag":116,"props":1710,"children":1711},{"style":129},[1712],{"type":56,"value":339},{"type":50,"tag":116,"props":1714,"children":1715},{"style":304},[1716],{"type":56,"value":307},{"type":50,"tag":116,"props":1718,"children":1720},{"class":118,"line":1719},26,[1721,1726,1731],{"type":50,"tag":116,"props":1722,"children":1723},{"style":129},[1724],{"type":56,"value":1725},"  --file",{"type":50,"tag":116,"props":1727,"children":1728},{"style":129},[1729],{"type":56,"value":1730}," network\u002Fcard.c",{"type":50,"tag":116,"props":1732,"children":1733},{"style":304},[1734],{"type":56,"value":307},{"type":50,"tag":116,"props":1736,"children":1738},{"class":118,"line":1737},27,[1739,1743,1748],{"type":50,"tag":116,"props":1740,"children":1741},{"style":129},[1742],{"type":56,"value":440},{"type":50,"tag":116,"props":1744,"children":1745},{"style":129},[1746],{"type":56,"value":1747}," 2025-01-01",{"type":50,"tag":116,"props":1749,"children":1750},{"style":304},[1751],{"type":56,"value":307},{"type":50,"tag":116,"props":1753,"children":1755},{"class":118,"line":1754},28,[1756,1761],{"type":50,"tag":116,"props":1757,"children":1758},{"style":129},[1759],{"type":56,"value":1760},"  --top",{"type":50,"tag":116,"props":1762,"children":1763},{"style":990},[1764],{"type":56,"value":1765}," 5\n",{"type":50,"tag":116,"props":1767,"children":1768},{"class":118,"line":30},[1769],{"type":50,"tag":116,"props":1770,"children":1771},{"emptyLinePlaceholder":1299},[1772],{"type":56,"value":1302},{"type":50,"tag":116,"props":1774,"children":1776},{"class":118,"line":1775},30,[1777],{"type":50,"tag":116,"props":1778,"children":1779},{"style":1259},[1780],{"type":56,"value":1781},"# Quarterly buckets instead of monthly\n",{"type":50,"tag":116,"props":1783,"children":1785},{"class":118,"line":1784},31,[1786,1790,1794],{"type":50,"tag":116,"props":1787,"children":1788},{"style":123},[1789],{"type":56,"value":296},{"type":50,"tag":116,"props":1791,"children":1792},{"style":129},[1793],{"type":56,"value":1695},{"type":50,"tag":116,"props":1795,"children":1796},{"style":304},[1797],{"type":56,"value":307},{"type":50,"tag":116,"props":1799,"children":1801},{"class":118,"line":1800},32,[1802,1806,1810],{"type":50,"tag":116,"props":1803,"children":1804},{"style":129},[1805],{"type":56,"value":1708},{"type":50,"tag":116,"props":1807,"children":1808},{"style":129},[1809],{"type":56,"value":339},{"type":50,"tag":116,"props":1811,"children":1812},{"style":304},[1813],{"type":56,"value":307},{"type":50,"tag":116,"props":1815,"children":1817},{"class":118,"line":1816},33,[1818,1822,1826],{"type":50,"tag":116,"props":1819,"children":1820},{"style":129},[1821],{"type":56,"value":1725},{"type":50,"tag":116,"props":1823,"children":1824},{"style":129},[1825],{"type":56,"value":1730},{"type":50,"tag":116,"props":1827,"children":1828},{"style":304},[1829],{"type":56,"value":307},{"type":50,"tag":116,"props":1831,"children":1833},{"class":118,"line":1832},34,[1834,1838,1842],{"type":50,"tag":116,"props":1835,"children":1836},{"style":129},[1837],{"type":56,"value":440},{"type":50,"tag":116,"props":1839,"children":1840},{"style":129},[1841],{"type":56,"value":1747},{"type":50,"tag":116,"props":1843,"children":1844},{"style":304},[1845],{"type":56,"value":307},{"type":50,"tag":116,"props":1847,"children":1849},{"class":118,"line":1848},35,[1850,1855,1860],{"type":50,"tag":116,"props":1851,"children":1852},{"style":129},[1853],{"type":56,"value":1854},"  --bucket",{"type":50,"tag":116,"props":1856,"children":1857},{"style":129},[1858],{"type":56,"value":1859}," quarter",{"type":50,"tag":116,"props":1861,"children":1862},{"style":304},[1863],{"type":56,"value":307},{"type":50,"tag":116,"props":1865,"children":1867},{"class":118,"line":1866},36,[1868,1872],{"type":50,"tag":116,"props":1869,"children":1870},{"style":129},[1871],{"type":56,"value":1760},{"type":50,"tag":116,"props":1873,"children":1874},{"style":990},[1875],{"type":56,"value":1765},{"type":50,"tag":66,"props":1877,"children":1878},{},[1879],{"type":56,"value":1880},"Notes:",{"type":50,"tag":78,"props":1882,"children":1883},{},[1884,1897,1916,1928,1940,1952,1969],{"type":50,"tag":82,"props":1885,"children":1886},{},[1887,1889,1895],{"type":56,"value":1888},"Touches default to one authored commit (not per-file). Use ",{"type":50,"tag":91,"props":1890,"children":1892},{"className":1891},[],[1893],{"type":56,"value":1894},"--touch-mode file",{"type":56,"value":1896}," to count per-file touches.",{"type":50,"tag":82,"props":1898,"children":1899},{},[1900,1901,1907,1908,1914],{"type":56,"value":937},{"type":50,"tag":91,"props":1902,"children":1904},{"className":1903},[],[1905],{"type":56,"value":1906},"--window-days 90",{"type":56,"value":244},{"type":50,"tag":91,"props":1909,"children":1911},{"className":1910},[],[1912],{"type":56,"value":1913},"--weight recency --half-life-days 180",{"type":56,"value":1915}," to smooth churn.",{"type":50,"tag":82,"props":1917,"children":1918},{},[1919,1921,1927],{"type":56,"value":1920},"Filter bots with ",{"type":50,"tag":91,"props":1922,"children":1924},{"className":1923},[],[1925],{"type":56,"value":1926},"--ignore-author-regex '(bot|dependabot)'",{"type":56,"value":268},{"type":50,"tag":82,"props":1929,"children":1930},{},[1931,1932,1938],{"type":56,"value":937},{"type":50,"tag":91,"props":1933,"children":1935},{"className":1934},[],[1936],{"type":56,"value":1937},"--min-share 0.1",{"type":56,"value":1939}," to show stable maintainers only.",{"type":50,"tag":82,"props":1941,"children":1942},{},[1943,1944,1950],{"type":56,"value":937},{"type":50,"tag":91,"props":1945,"children":1947},{"className":1946},[],[1948],{"type":56,"value":1949},"--bucket quarter",{"type":56,"value":1951}," for calendar quarter groupings.",{"type":50,"tag":82,"props":1953,"children":1954},{},[1955,1956,1961,1962,1967],{"type":56,"value":937},{"type":50,"tag":91,"props":1957,"children":1959},{"className":1958},[],[1960],{"type":56,"value":478},{"type":56,"value":244},{"type":50,"tag":91,"props":1963,"children":1965},{"className":1964},[],[1966],{"type":56,"value":486},{"type":56,"value":1968}," to switch from author attribution.",{"type":50,"tag":82,"props":1970,"children":1971},{},[1972,1973,1978],{"type":56,"value":937},{"type":50,"tag":91,"props":1974,"children":1976},{"className":1975},[],[1977],{"type":56,"value":494},{"type":56,"value":1979}," to include merge commits (excluded by default).",{"type":50,"tag":1981,"props":1982,"children":1984},"h3",{"id":1983},"summary-format-default",[1985],{"type":56,"value":1986},"Summary format (default)",{"type":50,"tag":66,"props":1988,"children":1989},{},[1990],{"type":56,"value":1991},"Use this structure, add fields if needed:",{"type":50,"tag":105,"props":1993,"children":1997},{"className":1994,"code":1995,"language":1996,"meta":110,"style":110},"language-json shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","{\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","json",[1998],{"type":50,"tag":91,"props":1999,"children":2000},{"__ignoreMap":110},[2001,2009,2037,2045,2084,2121,2145,2153,2161,2185,2192,2229,2262,2269,2277],{"type":50,"tag":116,"props":2002,"children":2003},{"class":118,"line":119},[2004],{"type":50,"tag":116,"props":2005,"children":2006},{"style":355},[2007],{"type":56,"value":2008},"{\n",{"type":50,"tag":116,"props":2010,"children":2011},{"class":118,"line":310},[2012,2017,2023,2027,2032],{"type":50,"tag":116,"props":2013,"children":2014},{"style":355},[2015],{"type":56,"value":2016},"  \"",{"type":50,"tag":116,"props":2018,"children":2020},{"style":2019},"--shiki-light:#9C3EDA;--shiki-default:#C792EA;--shiki-dark:#C792EA",[2021],{"type":56,"value":2022},"orphaned_sensitive_code",{"type":50,"tag":116,"props":2024,"children":2025},{"style":355},[2026],{"type":56,"value":454},{"type":50,"tag":116,"props":2028,"children":2029},{"style":355},[2030],{"type":56,"value":2031},":",{"type":50,"tag":116,"props":2033,"children":2034},{"style":355},[2035],{"type":56,"value":2036}," [\n",{"type":50,"tag":116,"props":2038,"children":2039},{"class":118,"line":328},[2040],{"type":50,"tag":116,"props":2041,"children":2042},{"style":355},[2043],{"type":56,"value":2044},"    {\n",{"type":50,"tag":116,"props":2046,"children":2047},{"class":118,"line":346},[2048,2053,2058,2062,2066,2070,2075,2079],{"type":50,"tag":116,"props":2049,"children":2050},{"style":355},[2051],{"type":56,"value":2052},"      \"",{"type":50,"tag":116,"props":2054,"children":2055},{"style":123},[2056],{"type":56,"value":2057},"path",{"type":50,"tag":116,"props":2059,"children":2060},{"style":355},[2061],{"type":56,"value":454},{"type":50,"tag":116,"props":2063,"children":2064},{"style":355},[2065],{"type":56,"value":2031},{"type":50,"tag":116,"props":2067,"children":2068},{"style":355},[2069],{"type":56,"value":358},{"type":50,"tag":116,"props":2071,"children":2072},{"style":129},[2073],{"type":56,"value":2074},"crypto\u002Ftls\u002Fhandshake.rs",{"type":50,"tag":116,"props":2076,"children":2077},{"style":355},[2078],{"type":56,"value":454},{"type":50,"tag":116,"props":2080,"children":2081},{"style":355},[2082],{"type":56,"value":2083},",\n",{"type":50,"tag":116,"props":2085,"children":2086},{"class":118,"line":461},[2087,2091,2096,2100,2104,2108,2113,2117],{"type":50,"tag":116,"props":2088,"children":2089},{"style":355},[2090],{"type":56,"value":2052},{"type":50,"tag":116,"props":2092,"children":2093},{"style":123},[2094],{"type":56,"value":2095},"last_security_touch",{"type":50,"tag":116,"props":2097,"children":2098},{"style":355},[2099],{"type":56,"value":454},{"type":50,"tag":116,"props":2101,"children":2102},{"style":355},[2103],{"type":56,"value":2031},{"type":50,"tag":116,"props":2105,"children":2106},{"style":355},[2107],{"type":56,"value":358},{"type":50,"tag":116,"props":2109,"children":2110},{"style":129},[2111],{"type":56,"value":2112},"2023-03-12T18:10:04+00:00",{"type":50,"tag":116,"props":2114,"children":2115},{"style":355},[2116],{"type":56,"value":454},{"type":50,"tag":116,"props":2118,"children":2119},{"style":355},[2120],{"type":56,"value":2083},{"type":50,"tag":116,"props":2122,"children":2123},{"class":118,"line":604},[2124,2128,2133,2137,2141],{"type":50,"tag":116,"props":2125,"children":2126},{"style":355},[2127],{"type":56,"value":2052},{"type":50,"tag":116,"props":2129,"children":2130},{"style":123},[2131],{"type":56,"value":2132},"bus_factor",{"type":50,"tag":116,"props":2134,"children":2135},{"style":355},[2136],{"type":56,"value":454},{"type":50,"tag":116,"props":2138,"children":2139},{"style":355},[2140],{"type":56,"value":2031},{"type":50,"tag":116,"props":2142,"children":2143},{"style":990},[2144],{"type":56,"value":1037},{"type":50,"tag":116,"props":2146,"children":2147},{"class":118,"line":1191},[2148],{"type":50,"tag":116,"props":2149,"children":2150},{"style":355},[2151],{"type":56,"value":2152},"    }\n",{"type":50,"tag":116,"props":2154,"children":2155},{"class":118,"line":1360},[2156],{"type":50,"tag":116,"props":2157,"children":2158},{"style":355},[2159],{"type":56,"value":2160},"  ],\n",{"type":50,"tag":116,"props":2162,"children":2163},{"class":118,"line":1393},[2164,2168,2173,2177,2181],{"type":50,"tag":116,"props":2165,"children":2166},{"style":355},[2167],{"type":56,"value":2016},{"type":50,"tag":116,"props":2169,"children":2170},{"style":2019},[2171],{"type":56,"value":2172},"hidden_owners",{"type":50,"tag":116,"props":2174,"children":2175},{"style":355},[2176],{"type":56,"value":454},{"type":50,"tag":116,"props":2178,"children":2179},{"style":355},[2180],{"type":56,"value":2031},{"type":50,"tag":116,"props":2182,"children":2183},{"style":355},[2184],{"type":56,"value":2036},{"type":50,"tag":116,"props":2186,"children":2187},{"class":118,"line":1401},[2188],{"type":50,"tag":116,"props":2189,"children":2190},{"style":355},[2191],{"type":56,"value":2044},{"type":50,"tag":116,"props":2193,"children":2194},{"class":118,"line":1410},[2195,2199,2204,2208,2212,2216,2221,2225],{"type":50,"tag":116,"props":2196,"children":2197},{"style":355},[2198],{"type":56,"value":2052},{"type":50,"tag":116,"props":2200,"children":2201},{"style":123},[2202],{"type":56,"value":2203},"person",{"type":50,"tag":116,"props":2205,"children":2206},{"style":355},[2207],{"type":56,"value":454},{"type":50,"tag":116,"props":2209,"children":2210},{"style":355},[2211],{"type":56,"value":2031},{"type":50,"tag":116,"props":2213,"children":2214},{"style":355},[2215],{"type":56,"value":358},{"type":50,"tag":116,"props":2217,"children":2218},{"style":129},[2219],{"type":56,"value":2220},"alice@corp",{"type":50,"tag":116,"props":2222,"children":2223},{"style":355},[2224],{"type":56,"value":454},{"type":50,"tag":116,"props":2226,"children":2227},{"style":355},[2228],{"type":56,"value":2083},{"type":50,"tag":116,"props":2230,"children":2231},{"class":118,"line":1450},[2232,2236,2241,2245,2249,2253,2258],{"type":50,"tag":116,"props":2233,"children":2234},{"style":355},[2235],{"type":56,"value":2052},{"type":50,"tag":116,"props":2237,"children":2238},{"style":123},[2239],{"type":56,"value":2240},"controls",{"type":50,"tag":116,"props":2242,"children":2243},{"style":355},[2244],{"type":56,"value":454},{"type":50,"tag":116,"props":2246,"children":2247},{"style":355},[2248],{"type":56,"value":2031},{"type":50,"tag":116,"props":2250,"children":2251},{"style":355},[2252],{"type":56,"value":358},{"type":50,"tag":116,"props":2254,"children":2255},{"style":129},[2256],{"type":56,"value":2257},"63% of auth code",{"type":50,"tag":116,"props":2259,"children":2260},{"style":355},[2261],{"type":56,"value":368},{"type":50,"tag":116,"props":2263,"children":2264},{"class":118,"line":1491},[2265],{"type":50,"tag":116,"props":2266,"children":2267},{"style":355},[2268],{"type":56,"value":2152},{"type":50,"tag":116,"props":2270,"children":2271},{"class":118,"line":1499},[2272],{"type":50,"tag":116,"props":2273,"children":2274},{"style":355},[2275],{"type":56,"value":2276},"  ]\n",{"type":50,"tag":116,"props":2278,"children":2279},{"class":118,"line":1508},[2280],{"type":50,"tag":116,"props":2281,"children":2282},{"style":355},[2283],{"type":56,"value":2284},"}\n",{"type":50,"tag":59,"props":2286,"children":2288},{"id":2287},"graph-persistence",[2289],{"type":56,"value":2290},"Graph persistence",{"type":50,"tag":66,"props":2292,"children":2293},{},[2294,2295,2300],{"type":56,"value":937},{"type":50,"tag":91,"props":2296,"children":2298},{"className":2297},[],[2299],{"type":56,"value":222},{"type":56,"value":2301}," when you need to load the CSVs into Neo4j. It includes constraints, import Cypher, and visualization tips.",{"type":50,"tag":59,"props":2303,"children":2305},{"id":2304},"notes",[2306],{"type":56,"value":2307},"Notes",{"type":50,"tag":78,"props":2309,"children":2310},{},[2311,2336,2363],{"type":50,"tag":82,"props":2312,"children":2313},{},[2314,2320,2322,2327,2329,2334],{"type":50,"tag":91,"props":2315,"children":2317},{"className":2316},[],[2318],{"type":56,"value":2319},"bus_factor_hotspots",{"type":56,"value":2321}," in ",{"type":50,"tag":91,"props":2323,"children":2325},{"className":2324},[],[2326],{"type":56,"value":789},{"type":56,"value":2328}," lists sensitive files with low bus factor; ",{"type":50,"tag":91,"props":2330,"children":2332},{"className":2331},[],[2333],{"type":56,"value":2022},{"type":56,"value":2335}," is the stale subset.",{"type":50,"tag":82,"props":2337,"children":2338},{},[2339,2341,2347,2349,2355,2356,2362],{"type":56,"value":2340},"If ",{"type":50,"tag":91,"props":2342,"children":2344},{"className":2343},[],[2345],{"type":56,"value":2346},"git log",{"type":56,"value":2348}," is too large, narrow with ",{"type":50,"tag":91,"props":2350,"children":2352},{"className":2351},[],[2353],{"type":56,"value":2354},"--since",{"type":56,"value":244},{"type":50,"tag":91,"props":2357,"children":2359},{"className":2358},[],[2360],{"type":56,"value":2361},"--until",{"type":56,"value":268},{"type":50,"tag":82,"props":2364,"children":2365},{},[2366,2368,2373],{"type":56,"value":2367},"Compare ",{"type":50,"tag":91,"props":2369,"children":2371},{"className":2370},[],[2372],{"type":56,"value":789},{"type":56,"value":2374}," against CODEOWNERS to highlight ownership drift.",{"type":50,"tag":59,"props":2376,"children":2378},{"id":2377},"when-to-use",[2379],{"type":56,"value":2380},"When to Use",{"type":50,"tag":59,"props":2382,"children":2384},{"id":2383},"when-not-to-use",[2385],{"type":56,"value":2386},"When NOT to Use",{"type":50,"tag":2388,"props":2389,"children":2390},"style",{},[2391],{"type":56,"value":2392},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"items":2394,"total":2549},[2395,2414,2424,2442,2457,2470,2481,2491,2504,2515,2527,2538],{"slug":2396,"name":2396,"fn":2397,"description":2398,"org":2399,"tags":2400,"stars":2411,"repoUrl":2412,"updatedAt":2413},"address-sanitizer","detect memory errors during fuzzing","AddressSanitizer detects memory errors during fuzzing. Use when fuzzing C\u002FC++ code to find buffer overflows and use-after-free bugs.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2401,2404,2407,2408],{"name":2402,"slug":2403,"type":16},"C#","c",{"name":2405,"slug":2406,"type":16},"Debugging","debugging",{"name":14,"slug":15,"type":16},{"name":2409,"slug":2410,"type":16},"Testing","testing",6139,"https:\u002F\u002Fgithub.com\u002Ftrailofbits\u002Fskills","2026-07-17T06:05:14.925095",{"slug":2415,"name":2415,"fn":2416,"description":2417,"org":2418,"tags":2419,"stars":2411,"repoUrl":2412,"updatedAt":2423},"aflpp","perform multi-core fuzzing of C\u002FC++ projects","AFL++ is a fork of AFL with better fuzzing performance and advanced features. Use for multi-core fuzzing of C\u002FC++ projects.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2420,2421,2422],{"name":2402,"slug":2403,"type":16},{"name":14,"slug":15,"type":16},{"name":2409,"slug":2410,"type":16},"2026-07-17T06:05:12.433192",{"slug":2425,"name":2425,"fn":2426,"description":2427,"org":2428,"tags":2429,"stars":2411,"repoUrl":2412,"updatedAt":2441},"agentic-actions-auditor","audit GitHub Actions for security vulnerabilities","Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference. Detects attack vectors where attacker-controlled input reaches AI agents running in CI\u002FCD pipelines, including env var intermediary patterns, direct expression injection, dangerous sandbox configurations, and wildcard user allowlists. Use when reviewing workflow files that invoke AI coding agents, auditing CI\u002FCD pipeline security for prompt injection risks, or evaluating agentic action configurations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2430,2433,2436,2437,2440],{"name":2431,"slug":2432,"type":16},"Agents","agents",{"name":2434,"slug":2435,"type":16},"CI\u002FCD","ci-cd",{"name":24,"slug":25,"type":16},{"name":2438,"slug":2439,"type":16},"GitHub Actions","github-actions",{"name":14,"slug":15,"type":16},"2026-07-18T05:47:48.564744",{"slug":2443,"name":2443,"fn":2444,"description":2445,"org":2446,"tags":2447,"stars":2411,"repoUrl":2412,"updatedAt":2456},"algorand-vulnerability-scanner","scan Algorand smart contracts for vulnerabilities","Scans Algorand smart contracts for 11 common vulnerabilities including rekeying attacks, unchecked transaction fees, missing field validations, and access control issues. Use when auditing Algorand projects (TEAL\u002FPyTeal).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2448,2451,2452,2453],{"name":2449,"slug":2450,"type":16},"Audit","audit",{"name":24,"slug":25,"type":16},{"name":14,"slug":15,"type":16},{"name":2454,"slug":2455,"type":16},"Smart Contracts","smart-contracts","2026-07-18T05:47:43.989063",{"slug":2458,"name":2458,"fn":2459,"description":2460,"org":2461,"tags":2462,"stars":2411,"repoUrl":2412,"updatedAt":2469},"ask-questions-if-underspecified","clarify requirements before implementation","Clarify requirements before implementing. Use when serious doubts arise.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2463,2466],{"name":2464,"slug":2465,"type":16},"Engineering","engineering",{"name":2467,"slug":2468,"type":16},"Productivity","productivity","2026-07-17T06:05:33.543262",{"slug":2471,"name":2471,"fn":2472,"description":2473,"org":2474,"tags":2475,"stars":2411,"repoUrl":2412,"updatedAt":2480},"atheris","fuzz Python code with Atheris","Atheris is a coverage-guided Python fuzzer based on libFuzzer. Use for fuzzing pure Python code and Python C extensions.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2476,2478,2479],{"name":2477,"slug":296,"type":16},"Python",{"name":14,"slug":15,"type":16},{"name":2409,"slug":2410,"type":16},"2026-07-17T06:05:14.575191",{"slug":2482,"name":2482,"fn":2483,"description":2484,"org":2485,"tags":2486,"stars":2411,"repoUrl":2412,"updatedAt":2490},"audit-augmentation","augment code graphs with audit findings","Augments Trailmark code graphs with external audit findings from SARIF static analysis results, weAudit annotation files, and version-gated Trailmark 0.4.x binary-analysis graph exports. Maps findings to graph nodes by file and line overlap, creates severity-based subgraphs, and enables cross-referencing findings with pre-analysis data (blast radius, taint, etc.). Use when projecting SARIF results onto a code graph, overlaying weAudit annotations, importing binary graph findings, cross-referencing Semgrep, CodeQL, or binary-analysis findings with call graph data, or visualizing audit findings in the context of code structure.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2487,2488,2489],{"name":2449,"slug":2450,"type":16},{"name":24,"slug":25,"type":16},{"name":14,"slug":15,"type":16},"2026-08-01T05:44:54.920542",{"slug":2492,"name":2492,"fn":2493,"description":2494,"org":2495,"tags":2496,"stars":2411,"repoUrl":2412,"updatedAt":2503},"audit-context-building","build architectural context for code analysis","Enables ultra-granular, line-by-line code analysis to build deep architectural context before vulnerability or bug finding.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2497,2500,2501,2502],{"name":2498,"slug":2499,"type":16},"Architecture","architecture",{"name":2449,"slug":2450,"type":16},{"name":24,"slug":25,"type":16},{"name":2464,"slug":2465,"type":16},"2026-07-18T05:47:40.122449",{"slug":2505,"name":2505,"fn":2506,"description":2507,"org":2508,"tags":2509,"stars":2411,"repoUrl":2412,"updatedAt":2514},"audit-prep-assistant","prepare codebases for security audits","Prepares codebases for security review using Trail of Bits' checklist. Helps set review goals, runs static analysis tools, increases test coverage, removes dead code, ensures accessibility, and generates documentation (flowcharts, user stories, inline comments).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2510,2511,2512,2513],{"name":2449,"slug":2450,"type":16},{"name":24,"slug":25,"type":16},{"name":2464,"slug":2465,"type":16},{"name":14,"slug":15,"type":16},"2026-07-18T05:47:39.210985",{"slug":2516,"name":2516,"fn":2517,"description":2518,"org":2519,"tags":2520,"stars":2411,"repoUrl":2412,"updatedAt":2526},"burpsuite-project-parser","parse Burp Suite project files","Searches and explores Burp Suite project files (.burp) from the command line. Use when searching response headers or bodies with regex patterns, extracting security audit findings, dumping proxy history or site map data, or analyzing HTTP traffic captured in a Burp project.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2521,2522,2525],{"name":2449,"slug":2450,"type":16},{"name":2523,"slug":2524,"type":16},"CLI","cli",{"name":14,"slug":15,"type":16},"2026-07-17T06:05:33.198077",{"slug":2528,"name":2528,"fn":2529,"description":2530,"org":2531,"tags":2532,"stars":2411,"repoUrl":2412,"updatedAt":2537},"c-review","audit C and C++ code","Performs comprehensive C\u002FC++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilities. Use when auditing native C\u002FC++ applications, reviewing daemons or services for memory safety, or hunting integer overflow \u002F use-after-free \u002F race conditions in userspace code.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2533,2534,2535,2536],{"name":2449,"slug":2450,"type":16},{"name":2402,"slug":2403,"type":16},{"name":24,"slug":25,"type":16},{"name":14,"slug":15,"type":16},"2026-07-17T06:05:11.333374",{"slug":2539,"name":2539,"fn":2540,"description":2541,"org":2542,"tags":2543,"stars":2411,"repoUrl":2412,"updatedAt":2548},"cairo-vulnerability-scanner","scan Cairo and StarkNet contracts for vulnerabilities","Scans Cairo\u002FStarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address conversion problems, and signature replay. Use when auditing StarkNet projects.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2544,2545,2546,2547],{"name":2449,"slug":2450,"type":16},{"name":24,"slug":25,"type":16},{"name":14,"slug":15,"type":16},{"name":2454,"slug":2455,"type":16},"2026-07-18T05:47:42.84568",111,{"items":2551,"total":1784},[2552,2562,2572,2591,2603,2619,2633],{"slug":2553,"name":2553,"fn":2554,"description":2555,"org":2556,"tags":2557,"stars":26,"repoUrl":27,"updatedAt":2561},"ffuf-web-fuzzing","perform web fuzzing with ffuf","Expert guidance for ffuf web fuzzing during authorized penetration testing. Covers directory discovery, subdomain enumeration, parameter fuzzing, authenticated fuzzing with raw requests, auto-calibration, and result analysis. Use when running ffuf scans, analyzing ffuf output, or building fuzzing strategies for web targets.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2558,2559,2560],{"name":24,"slug":25,"type":16},{"name":14,"slug":15,"type":16},{"name":2409,"slug":2410,"type":16},"2026-07-17T06:05:08.247908",{"slug":2563,"name":2563,"fn":2564,"description":2565,"org":2566,"tags":2567,"stars":26,"repoUrl":27,"updatedAt":2571},"ghidra-headless","reverse engineer binaries with Ghidra","Reverse engineers binaries using Ghidra's headless analyzer. Use when decompiling executables, extracting functions, strings, symbols, or analyzing call graphs from compiled binaries without the Ghidra GUI.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2568,2569,2570],{"name":24,"slug":25,"type":16},{"name":2405,"slug":2406,"type":16},{"name":14,"slug":15,"type":16},"2026-07-18T05:47:30.015093",{"slug":2573,"name":2573,"fn":2574,"description":2575,"org":2576,"tags":2577,"stars":26,"repoUrl":27,"updatedAt":2590},"grilling","stress-test plans and decisions","Interviews the user relentlessly about a plan, decision, or idea until every branch of the decision tree is resolved. Use when the user wants to stress-test their thinking, sharpen a plan or design before acting, or uses any 'grill' trigger phrase (e.g. \"grill me on this\").",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2578,2581,2584,2587],{"name":2579,"slug":2580,"type":16},"Analysis","analysis",{"name":2582,"slug":2583,"type":16},"Coaching","coaching",{"name":2585,"slug":2586,"type":16},"Ideation","ideation",{"name":2588,"slug":2589,"type":16},"Strategy","strategy","2026-07-18T05:48:12.46583",{"slug":2592,"name":2592,"fn":2593,"description":2594,"org":2595,"tags":2596,"stars":26,"repoUrl":27,"updatedAt":2602},"handoff","compact conversation for session handoff","Compacts the current conversation into a handoff document so a fresh agent can continue the work in a new session.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2597,2598,2601],{"name":2431,"slug":2432,"type":16},{"name":2599,"slug":2600,"type":16},"Context","context",{"name":2467,"slug":2468,"type":16},"2026-07-18T05:47:03.196098",{"slug":2604,"name":2604,"fn":2605,"description":2606,"org":2607,"tags":2608,"stars":26,"repoUrl":27,"updatedAt":2618},"humanizer","edit text to sound human-written","Remove signs of AI-generated writing from text. Use when editing or reviewing\ntext to make it sound more natural and human-written. Based on Wikipedia's\ncomprehensive \"Signs of AI writing\" guide. Detects and fixes patterns including:\ninflated symbolism, promotional language, superficial -ing analyses, vague\nattributions, em dash overuse, rule of three, AI vocabulary words, negative\nparallelisms, and excessive conjunctive phrases. 30c5c8d (Update humanizer plugin to upstream v2.2.0)\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2609,2612,2615],{"name":2610,"slug":2611,"type":16},"Content Creation","content-creation",{"name":2613,"slug":2614,"type":16},"Editing","editing",{"name":2616,"slug":2617,"type":16},"Writing","writing","2026-07-18T05:47:18.1749",{"slug":2620,"name":2620,"fn":2621,"description":2622,"org":2623,"tags":2624,"stars":26,"repoUrl":27,"updatedAt":2632},"last30days","research recent community discussions and trends","Researches a topic from the last 30 days on Reddit, X, and the web. Surfaces real community discussions with engagement metrics and synthesizes findings into actionable insights. Use when the user wants to know what people are saying about a topic right now.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2625,2626,2629],{"name":2579,"slug":2580,"type":16},{"name":2627,"slug":2628,"type":16},"Research","research",{"name":2630,"slug":2631,"type":16},"Social Media","social-media","2026-07-17T06:04:39.744471",{"slug":2634,"name":2634,"fn":2635,"description":2636,"org":2637,"tags":2638,"stars":26,"repoUrl":27,"updatedAt":2651},"openai-cloudflare-deploy","deploy applications to Cloudflare","Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare. Originally from OpenAI's curated skills catalog.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2639,2642,2645,2648],{"name":2640,"slug":2641,"type":16},"Cloudflare","cloudflare",{"name":2643,"slug":2644,"type":16},"Cloudflare Pages","cloudflare-pages",{"name":2646,"slug":2647,"type":16},"Cloudflare Workers","cloudflare-workers",{"name":2649,"slug":2650,"type":16},"Deployment","deployment","2026-07-17T06:04:46.574433"]