[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"org-apache":3,"repo-skills-v-0-3-0":333},{"org":4,"repos":59},{"slug":5,"name":6,"logoUrl":7,"githubOrg":5,"website":8,"skillCount":9,"repoCount":10,"topRepos":11,"topTags":27,"lastUpdatedAt":58},"apache","Apache Software Foundation","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fapache.png","https:\u002F\u002Fwww.apache.org",108,11,[12,15,18,21,24],{"name":13,"skillCount":14},"apache\u002Fmagpie",71,{"name":16,"skillCount":17},"apache\u002Fdoris-skills",14,{"name":19,"skillCount":20},"apache\u002Fcayenne",8,{"name":22,"skillCount":23},"apache\u002Fskywalking-banyandb",4,{"name":25,"skillCount":26},"apache\u002Fdoris-website",3,[28,31,34,37,40,43,46,49,52,55],{"slug":29,"name":30},"engineering","Engineering",{"slug":32,"name":33},"security","Security",{"slug":35,"name":36},"github","GitHub",{"slug":38,"name":39},"debugging","Debugging",{"slug":41,"name":42},"database","Database",{"slug":44,"name":45},"operations","Operations",{"slug":47,"name":48},"audit","Audit",{"slug":50,"name":51},"automation","Automation",{"slug":53,"name":54},"java","Java",{"slug":56,"name":57},"compliance","Compliance","2026-08-01T05:43:46.738724",[60,80,106,132,161,202,226,244,269,285,302],{"name":61,"fullName":13,"repoUrl":62,"skillCount":14,"stars":63,"forks":64,"description":65,"topics":66,"topTags":72,"topTagCount":79,"lastUpdatedAt":58},"magpie","https:\u002F\u002Fgithub.com\u002Fapache\u002Fmagpie",61,42,"Agent-assisted maintainership and development framework for Apache projects — Triage, Mentoring, Drafting (agent-authored fixes with human review), and Pairing (developer-side dev-cycle) skills shipping; Agentic Autonomous (auto-merge) on the roadmap.",[67,5,50,68,69,32,70,71],"agent-skills","claude-code","cve","vulnerability-disclosure","vulnerability-management",[73,74,75,76,77,78],{"slug":29,"name":30},{"slug":32,"name":33},{"slug":35,"name":36},{"slug":47,"name":48},{"slug":56,"name":57},{"slug":50,"name":51},40,{"name":81,"fullName":16,"repoUrl":82,"skillCount":17,"stars":83,"forks":23,"description":84,"topics":85,"topTags":91,"topTagCount":104,"lastUpdatedAt":105},"doris-skills","https:\u002F\u002Fgithub.com\u002Fapache\u002Fdoris-skills",19,"Agent skills for Apache Doris",[86,87,41,88,89,90],"agent","cli","doris","mcp","skills",[92,93,96,97,98,101],{"slug":38,"name":39},{"slug":94,"name":95},"performance","Performance",{"slug":41,"name":42},{"slug":44,"name":45},{"slug":99,"name":100},"data-engineering","Data Engineering",{"slug":102,"name":103},"monitoring","Monitoring",13,"2026-07-25T05:56:33.916729",{"name":107,"fullName":19,"repoUrl":108,"skillCount":20,"stars":109,"forks":110,"description":111,"topics":112,"topTags":118,"topTagCount":130,"lastUpdatedAt":131},"cayenne","https:\u002F\u002Fgithub.com\u002Fapache\u002Fcayenne",343,137,"Mirror of Apache Cayenne",[107,41,53,113,114,115,116,117],"library","network-client","network-server","web-framework","xml",[119,120,123,124,127],{"slug":53,"name":54},{"slug":121,"name":122},"orm","ORM",{"slug":41,"name":42},{"slug":125,"name":126},"data-modeling","Data Modeling",{"slug":128,"name":129},"sql","SQL",5,"2026-07-22T05:35:32.954513",{"name":133,"fullName":22,"repoUrl":134,"skillCount":23,"stars":135,"forks":136,"description":137,"topics":138,"topTags":146,"topTagCount":159,"lastUpdatedAt":160},"skywalking-banyandb","https:\u002F\u002Fgithub.com\u002Fapache\u002Fskywalking-banyandb",344,114,"An observability database aims to ingest, analyze and store Metrics, Tracing and Logging data.",[139,41,140,141,142,102,143,144,145],"apm","distributed-tracing","logging","metrics","observability","skywalking","time-series",[147,150,153,154,155,156],{"slug":148,"name":149},"analytics","Analytics",{"slug":151,"name":152},"build","Build",{"slug":41,"name":42},{"slug":29,"name":30},{"slug":35,"name":36},{"slug":157,"name":158},"go","Go",9,"2026-07-12T08:31:06.373309",{"name":162,"fullName":25,"repoUrl":163,"skillCount":26,"stars":164,"forks":165,"description":166,"topics":167,"topTags":182,"topTagCount":20,"lastUpdatedAt":201},"doris-website","https:\u002F\u002Fgithub.com\u002Fapache\u002Fdoris-website",129,442,"Apache Doris Website",[148,5,168,169,41,170,171,172,88,173,174,175,176,177,178,179,180,181],"big-data","data-warehousing","datalake","dbms","distributed-system","hadoop","hive","hudi","iceberg","mpp","olap","ssb","tpch","vectorized",[183,186,189,192,195,198],{"slug":184,"name":185},"documentation","Documentation",{"slug":187,"name":188},"technical-writing","Technical Writing",{"slug":190,"name":191},"communications","Communications",{"slug":193,"name":194},"deployment","Deployment",{"slug":196,"name":197},"reporting","Reporting",{"slug":199,"name":200},"seo","SEO","2026-07-19T05:38:47.44971",{"name":203,"fullName":204,"repoUrl":205,"skillCount":26,"stars":206,"forks":207,"description":208,"topics":209,"topTags":212,"topTagCount":224,"lastUpdatedAt":225},"sling-whiteboard","apache\u002Fsling-whiteboard","https:\u002F\u002Fgithub.com\u002Fapache\u002Fsling-whiteboard",48,32,"Apache Sling Whiteboard - testing ground for new ideas",[210,53,211],"experimental","sling",[213,214,215,218,220,221],{"slug":29,"name":30},{"slug":53,"name":54},{"slug":216,"name":217},"maven","Maven",{"slug":87,"name":219},"CLI",{"slug":193,"name":194},{"slug":222,"name":223},"docker","Docker",7,"2026-07-29T05:38:51.809245",{"name":227,"fullName":228,"repoUrl":229,"skillCount":230,"stars":231,"forks":232,"description":233,"topics":234,"topTags":235,"topTagCount":26,"lastUpdatedAt":243},"datafusion-python","apache\u002Fdatafusion-python","https:\u002F\u002Fgithub.com\u002Fapache\u002Fdatafusion-python",1,593,161,"Apache DataFusion Python Bindings",[],[236,239,242],{"slug":237,"name":238},"data-analysis","Data Analysis",{"slug":240,"name":241},"python","Python",{"slug":128,"name":129},"2026-07-12T08:36:04.957626",{"name":245,"fullName":246,"repoUrl":247,"skillCount":230,"stars":248,"forks":249,"description":250,"topics":251,"topTags":260,"topTagCount":267,"lastUpdatedAt":268},"ofbiz-plugins","apache\u002Fofbiz-plugins","https:\u002F\u002Fgithub.com\u002Fapache\u002Fofbiz-plugins",174,214,"Apache OFBiz is an open source product for the automation of enterprise processes. It includes framework components and business applications for ERP, CRM, E-Business\u002FE-Commerce, Supply Chain Management and Manufacturing Resource Planning. OFBiz provides a foundation and starting point for reliable, secure and scalable enterprise solutions.",[252,41,253,254,255,256,53,257,115,258,259,116,117],"content","geospatial","groovy","hacktoberfest","https","javascript","ofbiz","plugins",[261,264],{"slug":262,"name":263},"api-development","API Development",{"slug":265,"name":266},"rest-api","REST API",2,"2026-07-12T08:31:25.110226",{"name":270,"fullName":271,"repoUrl":272,"skillCount":230,"stars":273,"forks":130,"description":274,"topics":275,"topTags":280,"topTagCount":26,"lastUpdatedAt":284},"opendal-oli","apache\u002Fopendal-oli","https:\u002F\u002Fgithub.com\u002Fapache\u002Fopendal-oli",24,"`oli` stands for OpenDAL Command Line Interface. It aims to provide a unified and user-friendly way to manipulate data stored in various storage service.",[87,276,277,278,279],"fs","rust","s3","storage",[281,282,283],{"slug":50,"name":51},{"slug":87,"name":219},{"slug":99,"name":100},"2026-07-12T08:35:59.577856",{"name":286,"fullName":287,"repoUrl":288,"skillCount":230,"stars":289,"forks":290,"description":291,"topics":292,"topTags":295,"topTagCount":26,"lastUpdatedAt":301},"opendal-reqsign","apache\u002Fopendal-reqsign","https:\u002F\u002Fgithub.com\u002Fapache\u002Fopendal-reqsign",162,72,"Signing HTTP requests without heavy SDKs.",[293,294,277,278],"azblob","gcs",[296,297,298],{"slug":193,"name":194},{"slug":29,"name":30},{"slug":299,"name":300},"packaging","Packaging","2026-07-29T05:38:54.777129",{"name":303,"fullName":304,"repoUrl":305,"skillCount":230,"stars":306,"forks":307,"description":308,"topics":309,"topTags":323,"topTagCount":23,"lastUpdatedAt":332},"seatunnel-tools","apache\u002Fseatunnel-tools","https:\u002F\u002Fgithub.com\u002Fapache\u002Fseatunnel-tools",36,6,"SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.",[5,310,311,312,313,314,315,316,317,318,319,320,321,322],"batch","cdc","change-data-capture","data-ingestion","data-integration","elt","embeddings","high-performance","llm","multimodal","offline","real-time","streaming",[324,325,326,329],{"slug":50,"name":51},{"slug":99,"name":100},{"slug":327,"name":328},"data-pipeline","Data Pipeline",{"slug":330,"name":331},"etl","ETL","2026-07-16T05:59:10.321676",{"items":334,"total":14},[335,346,358,372,386,396,406,417,429,439,451,464,474,485,496,506,516,526,538,548,561,570,581,593],{"slug":336,"name":336,"fn":337,"description":338,"org":339,"tags":340,"stars":63,"repoUrl":62,"updatedAt":345},"generate-cve-json","generate CVE JSON documents","Generate a CVE 5.x JSON document from an \u003Ctracker> tracking\nissue, ready to paste into the Vulnogram `#source` tab of the ASF CVE tool\nat https:\u002F\u002Fcveprocess.apache.org\u002Fcve5\u002F\u003CCVE-ID>#source. The conversion is\ndeterministic: same issue in, same JSON bytes out. Handles multiple\ncredits (one per line) and multiple references (URLs extracted from the\nissue's \"Public advisory URL\" and \"PR with the fix\" fields; the\n\"Security mailing list thread\" field is treated as internal-only and\nnever exported).\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[341,343,344],{"name":57,"slug":56,"type":342},"tag",{"name":33,"slug":32,"type":342},{"name":188,"slug":187,"type":342},"2026-07-12T08:35:41.218722",{"slug":347,"name":347,"fn":348,"description":349,"org":350,"tags":351,"stars":63,"repoUrl":62,"updatedAt":357},"magpie-audit-finding-fix","fix findings from code audit tools","For a batch of findings from a non-security audit tool\n(`\u003Caudit-tool>` — ruff \u002F flake8 \u002F mypy \u002F pylint \u002F CodeQL \u002F\nApache Verum \u002F Apache Caer \u002F equivalent; full list in the body)\nagainst `\u003Cupstream>`, draft the smallest fix for each finding.\nRe-runs the tool after each batch to confirm the findings are\ncleared. Produces a commit and a hand-back artefact; never opens\na PR on autopilot or merges.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[352,353,356],{"name":48,"slug":47,"type":342},{"name":354,"slug":355,"type":342},"Code Analysis","code-analysis",{"name":39,"slug":38,"type":342},"2026-07-12T08:35:13.930479",{"slug":359,"name":359,"fn":360,"description":361,"org":362,"tags":363,"stars":63,"repoUrl":62,"updatedAt":371},"magpie-ci-runner-audit","audit GitHub Actions workflow runner compatibility","Read-only audit of GitHub Actions workflow runner compatibility\nfor one repository, an explicit repository set, one Apache project\nwith multiple repositories, or the full Apache GitHub org. Finds\nobsolete GitHub-hosted runner labels and macOS runner\u002Ftool\narchitecture mismatches. Produces TSV evidence files; never edits\nworkflows, opens PRs, or posts comments.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[364,365,368],{"name":48,"slug":47,"type":342},{"name":366,"slug":367,"type":342},"CI\u002FCD","ci-cd",{"name":369,"slug":370,"type":342},"GitHub Actions","github-actions","2026-07-12T08:34:30.320965",{"slug":373,"name":373,"fn":374,"description":375,"org":376,"tags":377,"stars":63,"repoUrl":62,"updatedAt":385},"magpie-committer-onboarding","onboard Apache project committers","Post-vote committer and PMC onboarding for Apache projects.\nWalks the nominator through every step from ICLA check to\nwelcome announcement for both incubating podlings and\ngraduated top-level projects.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[378,381,382],{"name":379,"slug":380,"type":342},"Management","management",{"name":45,"slug":44,"type":342},{"name":383,"slug":384,"type":342},"Process Documentation","process-documentation","2026-07-12T08:33:35.628029",{"slug":387,"name":387,"fn":388,"description":389,"org":390,"tags":391,"stars":63,"repoUrl":62,"updatedAt":395},"magpie-contributor-activity-sweep","generate contributor activity reports","Read-only GitHub activity card for a named contributor on \u003Cupstream>.\nFetches PR authorship, code-review activity, issues, and PR\u002Fissue\ncomments over a configurable window. Limited to GitHub-visible\nactivity — the body documents the off-GitHub tracks the nominator\nmust supply separately. No readiness verdict is produced; use\ncontributor-nomination for a full nomination brief.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[392,393,394],{"name":149,"slug":148,"type":342},{"name":36,"slug":35,"type":342},{"name":197,"slug":196,"type":342},"2026-07-12T08:33:41.715859",{"slug":397,"name":397,"fn":398,"description":399,"org":400,"tags":401,"stars":63,"repoUrl":62,"updatedAt":405},"magpie-contributor-nomination","generate contributor nomination briefs","Read-only nomination brief for a named GitHub contributor on\n\u003Cupstream>. Aggregates GitHub activity across all contribution\ntracks plus maintainer-supplied off-GitHub signal, and flags\nvendor-neutrality context — the evidence a PMC needs to open\na committer or PMC nomination thread.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[402,403,404],{"name":30,"slug":29,"type":342},{"name":36,"slug":35,"type":342},{"name":197,"slug":196,"type":342},"2026-07-12T08:33:39.211745",{"slug":407,"name":407,"fn":408,"description":409,"org":410,"tags":411,"stars":63,"repoUrl":62,"updatedAt":416},"magpie-contributor-sentiment","measure contributor sentiment on GitHub repositories","Measures contributor-sentiment signals on \u003Cupstream> over a\nconfigurable window: thread tone (first-response classification),\ntime-to-first-reply (median hours), first-PR retention\n(second-PR rate), and reviewer load (Gini coefficient). Compares\neach signal against a pre-adoption baseline and produces a\nstructured gate report used to decide whether a skill family is\nready to advance from experimental to stable.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[412,413,414,415],{"name":149,"slug":148,"type":342},{"name":191,"slug":190,"type":342},{"name":30,"slug":29,"type":342},{"name":36,"slug":35,"type":342},"2026-07-12T08:34:09.204167",{"slug":418,"name":418,"fn":419,"description":420,"org":421,"tags":422,"stars":63,"repoUrl":62,"updatedAt":428},"magpie-contributor-to-committer","track contributor readiness for committer status","Read-only readiness tracker that maps a contributor's GitHub activity\nagainst the adopter's PMC-declared committer or PMC thresholds and\nsurfaces a traffic-light brief (Not yet \u002F Approaching \u002F Ready to\nnominate) plus the specific evidence gaps that remain.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[423,424,427],{"name":36,"slug":35,"type":342},{"name":425,"slug":426,"type":342},"Hiring","hiring",{"name":379,"slug":380,"type":342},"2026-07-12T08:35:27.032903",{"slug":430,"name":430,"fn":431,"description":432,"org":433,"tags":434,"stars":63,"repoUrl":62,"updatedAt":438},"magpie-dependency-audit","audit dependency vulnerabilities in repositories","Read-only dependency vulnerability audit for one repository or a local\ncheckout. Detects the project's dependency manager(s), runs the\nappropriate audit tool, surfaces patchable findings grouped by severity,\nand proposes upgrades for maintainer review. Never modifies manifests or\nlock files and never opens update PRs.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[435,436,437],{"name":48,"slug":47,"type":342},{"name":354,"slug":355,"type":342},{"name":33,"slug":32,"type":342},"2026-07-12T08:34:02.059805",{"slug":440,"name":440,"fn":441,"description":442,"org":443,"tags":444,"stars":63,"repoUrl":62,"updatedAt":450},"magpie-dependency-license-audit","audit project dependency licenses","Read-only license audit of a project's direct and transitive dependency\ntree. Detects the dependency manager(s), resolves each dependency's\ndeclared license from ecosystem metadata, classifies each against a\nconfigured policy (ASF three-category A\u002FB\u002FX model or a custom allowlist),\nand surfaces incompatible, forbidden, and unknown-license dependencies for\nmaintainer review. Never modifies manifests or lock files.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[445,446,447],{"name":48,"slug":47,"type":342},{"name":57,"slug":56,"type":342},{"name":448,"slug":449,"type":342},"Legal","legal","2026-07-12T08:34:58.49143",{"slug":452,"name":452,"fn":453,"description":454,"org":455,"tags":456,"stars":63,"repoUrl":62,"updatedAt":463},"magpie-flaky-test-triage","detect and triage flaky CI tests","Read-only flaky-test detection from GitHub Actions CI run history for one\nrepository. Parses workflow run outcomes over a configurable window,\ncomputes per-job failure rates, and distinguishes intermittent failures\n(flaky) from consistent failures (deterministically broken). Produces a\nprioritised triage list without modifying any test code, workflow file,\nor tracker state.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[457,458,459,460],{"name":366,"slug":367,"type":342},{"name":39,"slug":38,"type":342},{"name":30,"slug":29,"type":342},{"name":461,"slug":462,"type":342},"Testing","testing","2026-07-12T08:35:29.700109",{"slug":465,"name":465,"fn":466,"description":467,"org":468,"tags":469,"stars":63,"repoUrl":62,"updatedAt":473},"magpie-good-first-issue-author","draft good first issues for contributors","Draft a single net-new *good first issue* on the configured\n`\u003Cupstream>` repo from one supplied candidate such as a known gap\nor a small maintainer-named task. The skill first runs a\nsuitability gate to confirm the candidate is small and\nnewcomer-safe. If it passes the skill drafts one issue. The draft\ncarries scope, code pointers, contributing-doc links, acceptance\ncriteria, and an effort estimate. A readiness checklist gates the\ndraft before it is shown. Nothing is filed via `gh` until the\nmaintainer explicitly confirms. The skill never curates or\nrelabels the existing backlog.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[470,471,472],{"name":36,"slug":35,"type":342},{"name":425,"slug":426,"type":342},{"name":188,"slug":187,"type":342},"2026-07-12T08:34:22.307247",{"slug":475,"name":475,"fn":476,"description":477,"org":478,"tags":479,"stars":63,"repoUrl":62,"updatedAt":484},"magpie-good-first-issue-sweep","identify good first issues for contributors","Sweep the open `\u003Cissue-tracker>` backlog for existing issues that\ncould be labelled as good first issues. Classifies each candidate as\nREADY (propose the GFI label), NEAR-MISS (surface edits to make it\nGFI-ready), or SKIP using the G1–G7 suitability rubric. Applies\nlabels only after explicit maintainer confirmation; never edits issue\nbodies without the maintainer's direction.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[480,481],{"name":36,"slug":35,"type":342},{"name":482,"slug":483,"type":342},"Triage","triage","2026-07-12T08:35:02.264539",{"slug":486,"name":486,"fn":487,"description":488,"org":489,"tags":490,"stars":63,"repoUrl":62,"updatedAt":495},"magpie-issue-backlog-stats","analyze issue backlog health and trends","Read-only maintainer dashboard for the open general-issue backlog of\n\u003Cissue-tracker>. Surfaces a health rating, prioritised recommendations,\nage and staleness breakdowns, area pressure ranking, and a triage-funnel\nsummary. Output is HTML by default; markdown fallback available.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[491,492,493,494],{"name":149,"slug":148,"type":342},{"name":30,"slug":29,"type":342},{"name":379,"slug":380,"type":342},{"name":197,"slug":196,"type":342},"2026-07-12T08:35:03.490913",{"slug":497,"name":497,"fn":498,"description":499,"org":500,"tags":501,"stars":63,"repoUrl":62,"updatedAt":505},"magpie-issue-deduplicate","deduplicate issues in project trackers","Merge two open `\u003Cissue-tracker>` issues that describe the same\nroot cause, preserving both reporters' context. Proposes a\nclosing comment on the duplicate and a cross-reference comment\non the kept issue. Waits for maintainer confirmation before\nposting anything or closing anything.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[502,503,504],{"name":30,"slug":29,"type":342},{"name":36,"slug":35,"type":342},{"name":482,"slug":483,"type":342},"2026-07-29T05:38:30.754882",{"slug":507,"name":507,"fn":508,"description":509,"org":510,"tags":511,"stars":63,"repoUrl":62,"updatedAt":515},"magpie-issue-fix-workflow","draft fixes for issues and bugs","For a single triaged `\u003Cissue-tracker>` issue confirmed as a\nbug or feature, draft a fix against `\u003Cupstream>` on\n`\u003Cdefault-branch>`. Produces the failing test, the smallest\nproduction change, the targeted+module test runs, and the\ncommit. The PR is NOT opened on autopilot; the human\ncommitter reviews, signs, and pushes. Hand-back artefact\nsummarises branch, commits, test results, and scope.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[512,513,514],{"name":354,"slug":355,"type":342},{"name":39,"slug":38,"type":342},{"name":36,"slug":35,"type":342},"2026-07-12T08:34:43.098549",{"slug":517,"name":517,"fn":518,"description":519,"org":520,"tags":521,"stars":63,"repoUrl":62,"updatedAt":525},"magpie-issue-reassess","reassess resolved issues against default branch","Sweep a configured pool of resolved or end-of-life\n`\u003Cissue-tracker>` issues and re-assess each against the\ncurrent `\u003Cdefault-branch>`. Per-issue: invoke\n`issue-reproducer` to extract and run the reporter's code,\nclassify the runtime outcome, attach a nature analysis,\ncompose a `verdict.json`. Hand-back-on-completion contract:\nno comments posted, no transitions, no closures.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[522,523,524],{"name":51,"slug":50,"type":342},{"name":354,"slug":355,"type":342},{"name":39,"slug":38,"type":342},"2026-07-12T08:33:54.237133",{"slug":527,"name":527,"fn":528,"description":529,"org":530,"tags":531,"stars":63,"repoUrl":62,"updatedAt":537},"magpie-issue-reassess-stats","analyze magpie issue reassessment statistics","Read-only dashboard over a directory of `verdict.json` files\nproduced by `issue-reassess` campaigns. Surfaces a health\nrating, classification distribution, partial-fix surfaces,\noldest-unresolved buckets, and per-component breakdowns.\nOutput is HTML by default; markdown fallback available.\nRead-only on tracker state; consumes campaign artefacts.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[532,533,536],{"name":149,"slug":148,"type":342},{"name":534,"slug":535,"type":342},"Dashboards","dashboards",{"name":30,"slug":29,"type":342},"2026-07-12T08:34:40.191847",{"slug":539,"name":539,"fn":540,"description":541,"org":542,"tags":543,"stars":63,"repoUrl":62,"updatedAt":547},"magpie-issue-reproducer","reproduce code bugs from issues","For a single `\u003Cissue-tracker>` issue identifying a code-level\nbug, extract the reporter's example code from the issue body,\nadapt it to run on the current `\u003Cdefault-branch>`, execute via\n`\u003Cruntime>`, and compose a `verdict.json` describing the\nobserved behaviour vs the expected failure. Read-only on the\ntracker — produces evidence, never posts. Invoked by\n`issue-triage` and `issue-reassess`; can also be run standalone.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[544,545,546],{"name":39,"slug":38,"type":342},{"name":30,"slug":29,"type":342},{"name":461,"slug":462,"type":342},"2026-07-12T08:35:15.208813",{"slug":549,"name":549,"fn":550,"description":551,"org":552,"tags":553,"stars":63,"repoUrl":62,"updatedAt":560},"magpie-issue-stale-sweep","sweep and manage stale issues","Sweep open `\u003Cissue-tracker>` issues for inactivity past a\nconfigurable threshold and propose either a closure (when the\nissue has been unresponsive long enough to presume abandonment) or\nan update request (nudge the reporter to confirm the issue is still\nrelevant). Waits for maintainer confirmation before posting any\ncomment or closing anything.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[554,555,556,557],{"name":30,"slug":29,"type":342},{"name":36,"slug":35,"type":342},{"name":45,"slug":44,"type":342},{"name":558,"slug":559,"type":342},"Task Management","task-management","2026-07-12T08:34:46.136404",{"slug":562,"name":562,"fn":563,"description":564,"org":565,"tags":566,"stars":63,"repoUrl":62,"updatedAt":569},"magpie-issue-triage","triage and classify issue tracker tickets","For each open `\u003Cissue-tracker>` issue in the configured\ncandidate pool, read the issue body and comments and classify\nthe candidate disposition. On user confirmation, posts a\ntriage-proposal comment that invites the project team to\nreact. Read-only on tracker state — no workflow transitions,\nclosures, or label changes. Six classes in the body.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[567,568],{"name":51,"slug":50,"type":342},{"name":482,"slug":483,"type":342},"2026-07-12T08:33:18.366541",{"slug":571,"name":571,"fn":572,"description":573,"org":574,"tags":575,"stars":63,"repoUrl":62,"updatedAt":580},"magpie-license-compliance-audit","audit license compliance for repositories","Read-only license compliance audit for one repository or a local\ncheckout. Checks that a LICENSE file exists, that a NOTICE file is\npresent and complete when required by the declared license, and that\nsource files carry SPDX-License-Identifier headers consistent with\nthe project's declared license. Produces a grouped compliance report\nand proposes remedies for maintainer review. Never modifies any file.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[576,577,578,579],{"name":48,"slug":47,"type":342},{"name":57,"slug":56,"type":342},{"name":30,"slug":29,"type":342},{"name":448,"slug":449,"type":342},"2026-07-12T08:34:11.700455",{"slug":582,"name":582,"fn":583,"description":584,"org":585,"tags":586,"stars":63,"repoUrl":62,"updatedAt":592},"magpie-list-skills","list and index repository skills","Print a human-readable index of every skill in this repository,\ngrouped by family prefix (`pr-management`, `security`, `setup`,\n…) with each skill's name and the first sentence of its\n`description`. The listing is generated on every run from the\nlive `.claude\u002Fskills\u002F*\u002FSKILL.md` files, so it never goes stale\nwhen skills are added, removed, or rewritten.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[587,588,589],{"name":185,"slug":184,"type":342},{"name":30,"slug":29,"type":342},{"name":590,"slug":591,"type":342},"Reference","reference","2026-07-12T08:35:31.301585",{"slug":594,"name":594,"fn":595,"description":596,"org":597,"tags":598,"stars":63,"repoUrl":62,"updatedAt":605},"magpie-mentoring-welcome","draft orientation comments for new contributors","Draft a first-contact orientation comment for a first-time contributor\non a newly opened issue or PR on the configured `\u003Cupstream>` repo.\nDetects first-time authorship via the GitHub `author_association` field\nand drafts a welcome with contributing-guide link, community-norm\npointers, and expected next steps. Waits for explicit maintainer\nconfirmation before posting. Does not post for repeat contributors.\n",{"slug":5,"name":6,"logoUrl":7,"githubOrg":5},[599,600,601,602],{"name":191,"slug":190,"type":342},{"name":36,"slug":35,"type":342},{"name":379,"slug":380,"type":342},{"name":603,"slug":604,"type":342},"Onboarding","onboarding","2026-07-12T08:35:06.681729"]