[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-apache-weekly-report-slack":3,"mdc-yb9nut-key":53,"related-repo-apache-weekly-report-slack":400,"related-org-apache-weekly-report-slack":437},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":25,"repoUrl":26,"updatedAt":27,"license":28,"forks":29,"topics":30,"repo":48,"sourceUrl":51,"mdContent":52},"weekly-report-slack","generate Slack reports from community updates","Generate an English Slack-ready post from an Apache Doris weekly community report MDX file. Use when the user invokes `$weekly-report-slack path\u002Fto\u002Freport.mdx` or asks to turn a Doris weekly report, especially `src\u002Fpages\u002Fcommunity-report\u002F_reports\u002FYYYY-MM-DD.mdx`, into the standard Slack announcement format with date range, summary paragraph, highlights, and report link.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"apache","Apache Software Foundation","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fapache.png",[12,16,19,22],{"name":13,"slug":14,"type":15},"Reporting","reporting","tag",{"name":17,"slug":18,"type":15},"Writing","writing",{"name":20,"slug":21,"type":15},"Slack","slack",{"name":23,"slug":24,"type":15},"Communications","communications",129,"https:\u002F\u002Fgithub.com\u002Fapache\u002Fdoris-website","2026-07-12T08:32:45.997147",null,442,[31,8,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47],"analytics","big-data","data-warehousing","database","datalake","dbms","distributed-system","doris","hadoop","hive","hudi","iceberg","mpp","olap","ssb","tpch","vectorized",{"repoUrl":26,"stars":25,"forks":29,"topics":49,"description":50},[31,8,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47],"Apache Doris Website","https:\u002F\u002Fgithub.com\u002Fapache\u002Fdoris-website\u002Ftree\u002FHEAD\u002Fdoc-tools\u002Fskills\u002Fweekly-report-slack","---\nname: weekly-report-slack\ndescription: Generate an English Slack-ready post from an Apache Doris weekly community report MDX file. Use when the user invokes `$weekly-report-slack path\u002Fto\u002Freport.mdx` or asks to turn a Doris weekly report, especially `src\u002Fpages\u002Fcommunity-report\u002F_reports\u002FYYYY-MM-DD.mdx`, into the standard Slack announcement format with date range, summary paragraph, highlights, and report link.\n---\n\n# Weekly Report Slack\n\n## Overview\n\nCreate a concise English post for Slack from a weekly Apache Doris community report. The output follows the community announcement template and is meant to be pasted directly into Slack.\n\n## Input\n\nRequire exactly one report path, usually:\n\n```shell\n$weekly-report-slack src\u002Fpages\u002Fcommunity-report\u002F_reports\u002F2026-06-29.mdx\n```\n\nIf no path is provided, ask for the report path. If multiple paths are provided, ask which single report to convert.\n\nThe expected source format is the structured MDX generated by `community-radar`, with exports such as:\n\n- `export const label = \"...\";`\n- `export const report = { \"summary\": { ... } }`\n\n## Workflow\n\n1. Resolve the report path from the repository root.\n2. Run the bundled script:\n\n```shell\npython3 doc-tools\u002Fskills\u002Fweekly-report-slack\u002Fscripts\u002Fgenerate_slack_post.py \u003Creport-path>\n```\n\n3. Return the generated Slack post as the main answer. Do not wrap it in a code fence unless the user asks for a fenced block.\n4. If the report is unpublished, or the user provides a preview URL, pass it explicitly:\n\n```shell\npython3 doc-tools\u002Fskills\u002Fweekly-report-slack\u002Fscripts\u002Fgenerate_slack_post.py \u003Creport-path> --report-link \u003Curl>\n```\n\n## Output Rules\n\nPreserve this Slack formatting:\n\n```text\n📊 *Apache Doris Weekly Report — [DATE RANGE]*\n\n[One short summary paragraph]\n\n✨ *Highlights*\n• [Highlight 1]\n• [Highlight 2]\n• [Highlight 3]\n\n👉 Read the full weekly report:\n[REPORT LINK]\n\nBig thanks to everyone who contributed, reviewed, tested, reported issues, and shared feedback this week! 🙌\n```\n\nUse the report's `label` as `[DATE RANGE]`, `report.summary.lead` as the opening summary paragraph, and `report.summary.highlights` for the highlight bullets unless the user asks for a different tone or length.\n\nBy default, the report link is `https:\u002F\u002Fdoris.apache.org\u002Fcommunity-report#\u003Cfilename-without-extension>`, because the website uses URL hashes to deep-link weekly reports.\n\n## Guardrails\n\n- Keep the post in English.\n- Keep exactly three highlight bullets unless the report has fewer than three highlights.\n- Prefer highlight titles over long narratives for the bullets.\n- Do not invent numbers, links, or highlights. If a required field is missing, report the missing field and stop.\n- Do not edit the source report file.\n",{"data":54,"body":55},{"name":4,"description":6},{"type":56,"children":57},"root",[58,66,73,79,85,90,113,118,131,154,160,174,217,231,289,295,300,310,347,360,366,394],{"type":59,"tag":60,"props":61,"children":62},"element","h1",{"id":4},[63],{"type":64,"value":65},"text","Weekly Report Slack",{"type":59,"tag":67,"props":68,"children":70},"h2",{"id":69},"overview",[71],{"type":64,"value":72},"Overview",{"type":59,"tag":74,"props":75,"children":76},"p",{},[77],{"type":64,"value":78},"Create a concise English post for Slack from a weekly Apache Doris community report. The output follows the community announcement template and is meant to be pasted directly into Slack.",{"type":59,"tag":67,"props":80,"children":82},{"id":81},"input",[83],{"type":64,"value":84},"Input",{"type":59,"tag":74,"props":86,"children":87},{},[88],{"type":64,"value":89},"Require exactly one report path, usually:",{"type":59,"tag":91,"props":92,"children":97},"pre",{"className":93,"code":94,"language":95,"meta":96,"style":96},"language-shell shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","$weekly-report-slack src\u002Fpages\u002Fcommunity-report\u002F_reports\u002F2026-06-29.mdx\n","shell","",[98],{"type":59,"tag":99,"props":100,"children":101},"code",{"__ignoreMap":96},[102],{"type":59,"tag":103,"props":104,"children":107},"span",{"class":105,"line":106},"line",1,[108],{"type":59,"tag":103,"props":109,"children":111},{"style":110},"--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8",[112],{"type":64,"value":94},{"type":59,"tag":74,"props":114,"children":115},{},[116],{"type":64,"value":117},"If no path is provided, ask for the report path. If multiple paths are provided, ask which single report to convert.",{"type":59,"tag":74,"props":119,"children":120},{},[121,123,129],{"type":64,"value":122},"The expected source format is the structured MDX generated by ",{"type":59,"tag":99,"props":124,"children":126},{"className":125},[],[127],{"type":64,"value":128},"community-radar",{"type":64,"value":130},", with exports such as:",{"type":59,"tag":132,"props":133,"children":134},"ul",{},[135,145],{"type":59,"tag":136,"props":137,"children":138},"li",{},[139],{"type":59,"tag":99,"props":140,"children":142},{"className":141},[],[143],{"type":64,"value":144},"export const label = \"...\";",{"type":59,"tag":136,"props":146,"children":147},{},[148],{"type":59,"tag":99,"props":149,"children":151},{"className":150},[],[152],{"type":64,"value":153},"export const report = { \"summary\": { ... } }",{"type":59,"tag":67,"props":155,"children":157},{"id":156},"workflow",[158],{"type":64,"value":159},"Workflow",{"type":59,"tag":161,"props":162,"children":163},"ol",{},[164,169],{"type":59,"tag":136,"props":165,"children":166},{},[167],{"type":64,"value":168},"Resolve the report path from the repository root.",{"type":59,"tag":136,"props":170,"children":171},{},[172],{"type":64,"value":173},"Run the bundled script:",{"type":59,"tag":91,"props":175,"children":177},{"className":93,"code":176,"language":95,"meta":96,"style":96},"python3 doc-tools\u002Fskills\u002Fweekly-report-slack\u002Fscripts\u002Fgenerate_slack_post.py \u003Creport-path>\n",[178],{"type":59,"tag":99,"props":179,"children":180},{"__ignoreMap":96},[181],{"type":59,"tag":103,"props":182,"children":183},{"class":105,"line":106},[184,190,196,202,207,212],{"type":59,"tag":103,"props":185,"children":187},{"style":186},"--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B",[188],{"type":64,"value":189},"python3",{"type":59,"tag":103,"props":191,"children":193},{"style":192},"--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D",[194],{"type":64,"value":195}," doc-tools\u002Fskills\u002Fweekly-report-slack\u002Fscripts\u002Fgenerate_slack_post.py",{"type":59,"tag":103,"props":197,"children":199},{"style":198},"--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF",[200],{"type":64,"value":201}," \u003C",{"type":59,"tag":103,"props":203,"children":204},{"style":192},[205],{"type":64,"value":206},"report-pat",{"type":59,"tag":103,"props":208,"children":209},{"style":110},[210],{"type":64,"value":211},"h",{"type":59,"tag":103,"props":213,"children":214},{"style":198},[215],{"type":64,"value":216},">\n",{"type":59,"tag":161,"props":218,"children":220},{"start":219},3,[221,226],{"type":59,"tag":136,"props":222,"children":223},{},[224],{"type":64,"value":225},"Return the generated Slack post as the main answer. Do not wrap it in a code fence unless the user asks for a fenced block.",{"type":59,"tag":136,"props":227,"children":228},{},[229],{"type":64,"value":230},"If the report is unpublished, or the user provides a preview URL, pass it explicitly:",{"type":59,"tag":91,"props":232,"children":234},{"className":93,"code":233,"language":95,"meta":96,"style":96},"python3 doc-tools\u002Fskills\u002Fweekly-report-slack\u002Fscripts\u002Fgenerate_slack_post.py \u003Creport-path> --report-link \u003Curl>\n",[235],{"type":59,"tag":99,"props":236,"children":237},{"__ignoreMap":96},[238],{"type":59,"tag":103,"props":239,"children":240},{"class":105,"line":106},[241,245,249,253,257,261,266,271,275,280,285],{"type":59,"tag":103,"props":242,"children":243},{"style":186},[244],{"type":64,"value":189},{"type":59,"tag":103,"props":246,"children":247},{"style":192},[248],{"type":64,"value":195},{"type":59,"tag":103,"props":250,"children":251},{"style":198},[252],{"type":64,"value":201},{"type":59,"tag":103,"props":254,"children":255},{"style":192},[256],{"type":64,"value":206},{"type":59,"tag":103,"props":258,"children":259},{"style":110},[260],{"type":64,"value":211},{"type":59,"tag":103,"props":262,"children":263},{"style":198},[264],{"type":64,"value":265},">",{"type":59,"tag":103,"props":267,"children":268},{"style":192},[269],{"type":64,"value":270}," --report-link",{"type":59,"tag":103,"props":272,"children":273},{"style":198},[274],{"type":64,"value":201},{"type":59,"tag":103,"props":276,"children":277},{"style":192},[278],{"type":64,"value":279},"ur",{"type":59,"tag":103,"props":281,"children":282},{"style":110},[283],{"type":64,"value":284},"l",{"type":59,"tag":103,"props":286,"children":287},{"style":198},[288],{"type":64,"value":216},{"type":59,"tag":67,"props":290,"children":292},{"id":291},"output-rules",[293],{"type":64,"value":294},"Output Rules",{"type":59,"tag":74,"props":296,"children":297},{},[298],{"type":64,"value":299},"Preserve this Slack formatting:",{"type":59,"tag":91,"props":301,"children":305},{"className":302,"code":304,"language":64,"meta":96},[303],"language-text","📊 *Apache Doris Weekly Report — [DATE RANGE]*\n\n[One short summary paragraph]\n\n✨ *Highlights*\n• [Highlight 1]\n• [Highlight 2]\n• [Highlight 3]\n\n👉 Read the full weekly report:\n[REPORT LINK]\n\nBig thanks to everyone who contributed, reviewed, tested, reported issues, and shared feedback this week! 🙌\n",[306],{"type":59,"tag":99,"props":307,"children":308},{"__ignoreMap":96},[309],{"type":64,"value":304},{"type":59,"tag":74,"props":311,"children":312},{},[313,315,321,323,329,331,337,339,345],{"type":64,"value":314},"Use the report's ",{"type":59,"tag":99,"props":316,"children":318},{"className":317},[],[319],{"type":64,"value":320},"label",{"type":64,"value":322}," as ",{"type":59,"tag":99,"props":324,"children":326},{"className":325},[],[327],{"type":64,"value":328},"[DATE RANGE]",{"type":64,"value":330},", ",{"type":59,"tag":99,"props":332,"children":334},{"className":333},[],[335],{"type":64,"value":336},"report.summary.lead",{"type":64,"value":338}," as the opening summary paragraph, and ",{"type":59,"tag":99,"props":340,"children":342},{"className":341},[],[343],{"type":64,"value":344},"report.summary.highlights",{"type":64,"value":346}," for the highlight bullets unless the user asks for a different tone or length.",{"type":59,"tag":74,"props":348,"children":349},{},[350,352,358],{"type":64,"value":351},"By default, the report link is ",{"type":59,"tag":99,"props":353,"children":355},{"className":354},[],[356],{"type":64,"value":357},"https:\u002F\u002Fdoris.apache.org\u002Fcommunity-report#\u003Cfilename-without-extension>",{"type":64,"value":359},", because the website uses URL hashes to deep-link weekly reports.",{"type":59,"tag":67,"props":361,"children":363},{"id":362},"guardrails",[364],{"type":64,"value":365},"Guardrails",{"type":59,"tag":132,"props":367,"children":368},{},[369,374,379,384,389],{"type":59,"tag":136,"props":370,"children":371},{},[372],{"type":64,"value":373},"Keep the post in English.",{"type":59,"tag":136,"props":375,"children":376},{},[377],{"type":64,"value":378},"Keep exactly three highlight bullets unless the report has fewer than three highlights.",{"type":59,"tag":136,"props":380,"children":381},{},[382],{"type":64,"value":383},"Prefer highlight titles over long narratives for the bullets.",{"type":59,"tag":136,"props":385,"children":386},{},[387],{"type":64,"value":388},"Do not invent numbers, links, or highlights. If a required field is missing, report the missing field and stop.",{"type":59,"tag":136,"props":390,"children":391},{},[392],{"type":64,"value":393},"Do not edit the source report file.",{"type":59,"tag":395,"props":396,"children":397},"style",{},[398],{"type":64,"value":399},"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":401,"total":219},[402,418,430],{"slug":403,"name":403,"fn":404,"description":405,"org":406,"tags":407,"stars":25,"repoUrl":26,"updatedAt":417},"add-release","update Apache Doris website release information","Publish a new Apache Doris Core or Doris ecosystem release on the Doris website. Use when updating download data, bilingual release notes, the Doris Core release index, release navigation, or ecosystem release pages. Confirm the component and release metadata first because Core and ecosystem releases use different files and validation paths.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[408,411,414],{"name":409,"slug":410,"type":15},"Deployment","deployment",{"name":412,"slug":413,"type":15},"Documentation","documentation",{"name":415,"slug":416,"type":15},"Technical Writing","technical-writing","2026-07-19T05:38:47.44971",{"slug":419,"name":419,"fn":420,"description":421,"org":422,"tags":423,"stars":25,"repoUrl":26,"updatedAt":429},"doris-doc-optimize","optimize Apache Doris user documentation","Restructure and SEO\u002FGEO-optimize an existing Apache Doris user documentation file (`.md` \u002F `.mdx`), primarily under `i18n\u002Fzh-CN\u002Fdocusaurus-plugin-content-docs-next\u002Fcurrent\u002F` or `docs-next\u002F`. The skill reorganizes the doc from a user-scenario perspective, applies tables and lists for parameters \u002F scenarios \u002F FAQs, fixes formatting (4-space indent, code-block language tags, blank lines, Chinese\u002FEnglish spacing, command-concatenation bugs), validates every external link with `curl` and every `\u002Fimages\u002F...` reference against `static\u002F`, and updates the frontmatter `description` + `keywords` per the bundled `.\u002Freferences\u002Fseo-geo.md` guide — all without changing the original meaning or dropping any technical content (commands, parameters, YAML, sample outputs, images are preserved verbatim). Use this skill whenever the user points at a single Doris doc file and asks to \"优化这篇文档\", \"重新组织这篇文档\", \"帮我优化文档结构\", \"对这篇文章进行 SEO 优化\", \"按 SEO\u002FGEO 优化这篇文档\", \"调整一下这篇文档的结构\", \"把这篇文档润色一下\", \"optimize this doc\", \"restructure this doc\", \"polish this doc\", or anything similar — even if the user only says \"make this doc better\" or \"这篇文档读起来不顺\" while pointing at a Doris doc path. Do NOT use this skill for translating between languages (use `doris-translate-zh-to-en` instead), writing a brand-new doc from scratch (use `doris-feature-card` or `doc-coauthoring`), or pure link-checking without restructure (use `check-md-links` instead).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[424,425,428],{"name":412,"slug":413,"type":15},{"name":426,"slug":427,"type":15},"SEO","seo",{"name":415,"slug":416,"type":15},"2026-07-12T08:32:44.549641",{"slug":4,"name":4,"fn":5,"description":6,"org":431,"tags":432,"stars":25,"repoUrl":26,"updatedAt":27},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[433,434,435,436],{"name":23,"slug":24,"type":15},{"name":13,"slug":14,"type":15},{"name":20,"slug":21,"type":15},{"name":17,"slug":18,"type":15},{"items":438,"total":591},[439,457,471,484,497,510,528,539,549,560,570,580],{"slug":440,"name":440,"fn":441,"description":442,"org":443,"tags":444,"stars":454,"repoUrl":455,"updatedAt":456},"datafusion-python","write Apache DataFusion Python code","Use when the user is writing datafusion-python (Apache DataFusion Python bindings) DataFrame or SQL code. Covers imports, data loading, DataFrame operations, expression building, SQL-to-DataFrame mappings, idiomatic patterns, and common pitfalls.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[445,448,451],{"name":446,"slug":447,"type":15},"Data Analysis","data-analysis",{"name":449,"slug":450,"type":15},"Python","python",{"name":452,"slug":453,"type":15},"SQL","sql",593,"https:\u002F\u002Fgithub.com\u002Fapache\u002Fdatafusion-python","2026-07-12T08:36:04.957626",{"slug":458,"name":458,"fn":459,"description":460,"org":461,"tags":462,"stars":468,"repoUrl":469,"updatedAt":470},"bydbql","generate and execute BanyanDB BydbQL queries","Generate, validate, and optionally execute read-only BanyanDB BydbQL for STREAM, MEASURE, TRACE, and PROPERTY resources. Use when the user asks to query BanyanDB, translate natural language to BydbQL, inspect BanyanDB schema or data, validate BydbQL, or fetch raw BanyanDB records.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[463,465,467],{"name":464,"slug":31,"type":15},"Analytics",{"name":466,"slug":34,"type":15},"Database",{"name":452,"slug":453,"type":15},344,"https:\u002F\u002Fgithub.com\u002Fapache\u002Fskywalking-banyandb","2026-07-12T08:31:01.294423",{"slug":472,"name":472,"fn":473,"description":474,"org":475,"tags":476,"stars":468,"repoUrl":469,"updatedAt":483},"compiling","compile and build BanyanDB projects","Compile and build the SkyWalking BanyanDB project. Use when the user asks to compile, build, or generate code for this project.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[477,480],{"name":478,"slug":479,"type":15},"Build","build",{"name":481,"slug":482,"type":15},"Engineering","engineering","2026-07-12T08:31:06.373309",{"slug":485,"name":485,"fn":486,"description":487,"org":488,"tags":489,"stars":468,"repoUrl":469,"updatedAt":496},"gh-pull-request","create GitHub pull requests for BanyanDB","Create a GitHub pull request for SkyWalking BanyanDB. Use when the user asks to create a PR, submit changes, or open a pull request.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[490,493],{"name":491,"slug":492,"type":15},"GitHub","github",{"name":494,"slug":495,"type":15},"Pull Requests","pull-requests","2026-07-12T08:31:03.792415",{"slug":498,"name":498,"fn":499,"description":500,"org":501,"tags":502,"stars":468,"repoUrl":469,"updatedAt":509},"vendor-update","update Go and Node.js vendor dependencies","Upgrade Go\u002FNode.js vendor dependencies and sync tool versions. Use whenever the user says \"upgrade dependencies\", \"update vendors\", \"vendor update\", \"run vendor-upgrade\", \"bump dependencies\", \"update packages\", or asks to run the `vendor-update` Make target. This skill also checks `scripts\u002Fbuild\u002Fversion.mk` after upgrading to see if any tracked tool versions need updating too, and removes stale binaries from `bin\u002F` when versions change.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[503,506],{"name":504,"slug":505,"type":15},"Go","go",{"name":507,"slug":508,"type":15},"Node.js","node-js","2026-07-12T08:31:02.555555",{"slug":511,"name":511,"fn":512,"description":513,"org":514,"tags":515,"stars":525,"repoUrl":526,"updatedAt":527},"cayenne-cgen","generate Cayenne entity Java classes","Use this skill whenever the user wants to (re)generate Cayenne entity Java classes from a DataMap. Trigger on phrases like 'generate Java classes', 'regenerate entities', 'run cgen', 'create the entity classes', 'why is the Artist class missing fields', 'where did the `_Abstract*` classes come from', 'sync the entity classes with the model', or any request to materialize Java from the DataMap. Also trigger as a follow-up after modeling changes (someone added an entity, attribute, or relationship and now the Java side is stale). This skill exclusively uses the `mcp__cayenne__cgen_run` MCP tool — it does NOT use `mvn cayenne:cgen` or the Gradle cgen task.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[516,519,522],{"name":517,"slug":518,"type":15},"Data Modeling","data-modeling",{"name":520,"slug":521,"type":15},"Java","java",{"name":523,"slug":524,"type":15},"ORM","orm",343,"https:\u002F\u002Fgithub.com\u002Fapache\u002Fcayenne","2026-07-12T08:32:33.575211",{"slug":529,"name":529,"fn":530,"description":531,"org":532,"tags":533,"stars":525,"repoUrl":526,"updatedAt":538},"cayenne-db-import","import database schema into Cayenne DataMaps","Use this skill when the user wants to import database schema metadata into a Cayenne DataMap — the *model\u002Fmapping only*, not names or Java classes. Trigger on phrases like 'reverse engineer the database', 'import the schema', 'generate a DataMap from my DB', 'add the new tables from the DB into the model', 'import the customer table', 'create entities from these tables', or any request to read database metadata to populate or update a DataMap's XML. This is for *full schema* or *bulk table* import; one-off a-la-carte entity additions belong in the cayenne-modeling skill. IMPORTANT — scope: this imports the mapping ONLY; it does not clean up the Object-layer names or (re)generate Java classes. When the user wants their whole project brought in line with the DB ('sync my project with the database', 'my schema changed, update everything', 'update my entities\u002Fclasses from the DB'), that is the end-to-end `cayenne-full-db-sync` skill, which runs this import and then name cleanup and class generation. To regenerate classes alone use `cayenne-cgen`. The skill runs reverse engineering directly via the `mcp__cayenne__dbimport_run` MCP tool when a DBConnector is already configured; otherwise it opens the CayenneModeler GUI via `mcp__cayenne__open_project` to configure the connection first.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[534,535,536,537],{"name":466,"slug":34,"type":15},{"name":520,"slug":521,"type":15},{"name":523,"slug":524,"type":15},{"name":452,"slug":453,"type":15},"2026-07-19T05:40:33.655062",{"slug":540,"name":540,"fn":541,"description":542,"org":543,"tags":544,"stars":525,"repoUrl":526,"updatedAt":548},"cayenne-full-db-sync","synchronize Cayenne projects with database","Use this skill when the user wants to bring their WHOLE Cayenne project in line with the database in one shot — the mapping, the Object-layer names, and the generated Java classes together. This is the end-to-end 'sync with the DB' workflow, and it orchestrates three skills in order: `cayenne-db-import` (import schema metadata into the DataMap) → `cayenne-model-naming` (polish the just-imported names) → `cayenne-cgen` (regenerate Java classes). Trigger on holistic phrases like 'sync my project with the database', 'sync with the DB', 'my schema changed, update everything', 'update my entities\u002Fclasses from the database', 'reverse engineer and regenerate the classes', 'import the new tables and rebuild the entities', 'full DB sync', 'bring the model and classes up to date with the DB'. The distinguishing signal is scope: the user wants the whole project (mapping + names + Java code), not just one stage. For the *model\u002Fmapping only* (no name cleanup, no class generation) use `cayenne-db-import`; to (re)generate classes alone use `cayenne-cgen`; to clean names alone use `cayenne-model-naming`. Uses the `mcp__cayenne__dbimport_run` and `mcp__cayenne__cgen_run` MCP tools via the sub-skills; does NOT use Maven or Gradle goals.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[545,546,547],{"name":466,"slug":34,"type":15},{"name":520,"slug":521,"type":15},{"name":523,"slug":524,"type":15},"2026-07-19T06:03:49.112969",{"slug":550,"name":550,"fn":551,"description":552,"org":553,"tags":554,"stars":525,"repoUrl":526,"updatedAt":559},"cayenne-model-naming","clean up Cayenne object-layer names","Use this skill to clean up Object-layer names in a Cayenne DataMap — ObjEntity, ObjAttribute, and ObjRelationship names, plus DbRelationship names (the first-class unit of relationship cleanup — every FK has one whether or not an ObjRelationship was generated; the ObjRelationship name is synced to it when one exists) — so they read as descriptive, consistent Java. Trigger on phrases like 'clean up the model names', 'fix the entity names', 'these names look ugly', 'make the names descriptive', 'normalize the ObjEntity\u002Fattribute\u002Frelationship names', 'why is this relationship called team1', 'rename entities to be consistent', 'the import produced Gametype instead of GameType'. Invoke it on an explicit user request, or as a manual follow-up after a `cayenne-db-import` to polish the just-imported additions — it is never triggered automatically. IMPORTANT: this is a LIGHT polish pass — CayenneModeler's reverse-engineering already produces good names for the common case; only improve the specific things its deterministic algorithm cannot (run-together names with no separators like `gametype`, meaningless numbered names like `team1` from multiple relationships between two tables, and a common entity prefix that leaks into relationship names like `aaOrders`). Do NOT rewrite names that are already correct. This is Obj-layer naming polish; for structural model edits use `cayenne-modeling`, and for regenerating classes afterward use `cayenne-cgen`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[555,556,557,558],{"name":517,"slug":518,"type":15},{"name":466,"slug":34,"type":15},{"name":520,"slug":521,"type":15},{"name":523,"slug":524,"type":15},"2026-07-22T05:35:32.342548",{"slug":561,"name":561,"fn":562,"description":563,"org":564,"tags":565,"stars":525,"repoUrl":526,"updatedAt":569},"cayenne-modeler","manage Cayenne projects with CayenneModeler","Use this skill when the user explicitly wants to open CayenneModeler (the GUI) on a Cayenne project, or when the modeling task is inherently visual — reverse engineering (delegated to cayenne-db-import), bulk relationship layout, multi-entity visual refactoring. Trigger on phrases like 'open the Modeler', 'open in CayenneModeler', 'launch the GUI', 'edit visually', 'show me the project in the Modeler'. Do NOT trigger as a fallback for ordinary a-la-carte XML edits — those belong in the cayenne-modeling skill, which is faster and doesn't require the user to context-switch.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[566,567,568],{"name":517,"slug":518,"type":15},{"name":520,"slug":521,"type":15},{"name":523,"slug":524,"type":15},"2026-07-12T08:32:37.199428",{"slug":571,"name":571,"fn":572,"description":573,"org":574,"tags":575,"stars":525,"repoUrl":526,"updatedAt":579},"cayenne-modeling","edit and extend Cayenne ORM models","Use this skill whenever the user wants to edit, inspect, or extend the Cayenne ORM model in a project — adding or modifying entities, attributes, relationships, embeddables, named queries, stored procedures, or DataNodes. Trigger on phrases like 'add an ObjEntity', 'add a DbEntity', 'add a relationship', 'expose this column as an attribute', 'create a new DataMap', 'add a named query', 'create an embeddable', 'add a stored procedure', 'change the attribute type', 'mark this column as nullable', 'rename this entity', or any mention of a Cayenne `*.map.xml` or `cayenne-*.xml` file. Also trigger when the user references modeling concepts (ObjEntity, DbEntity, ObjAttribute, DbAttribute, ObjRelationship, DbRelationship, Embeddable, dbEntityName, deleteRule, db-attribute-path, db-relationship-path, defaultPackage) in the context of a Cayenne-using app. This is the *primary* skill for a-la-carte ORM model manipulation — direct XML edits, not the Modeler GUI.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[576,577,578],{"name":466,"slug":34,"type":15},{"name":520,"slug":521,"type":15},{"name":523,"slug":524,"type":15},"2026-07-19T05:40:32.6889",{"slug":581,"name":581,"fn":582,"description":583,"org":584,"tags":585,"stars":525,"repoUrl":526,"updatedAt":590},"cayenne-query","write and modify Cayenne database queries","Use this skill whenever the user wants to write or modify a Cayenne query — fetching entities by criteria, joining, prefetching to avoid N+1, ordering, paginating, aggregating, or running raw SQL through Cayenne. Trigger on phrases like 'query for X', 'fetch all artists where ...', 'write an ObjectSelect', 'use SQLSelect', 'use SelectById', 'add a prefetch', 'get distinct values', 'count rows', 'find by ID', 'load by primary key', 'build a Cayenne expression', 'why am I getting N+1', 'how do I paginate', 'select a single column', 'select columns into a DTO', 'named query in the DataMap'. Do NOT trigger for modeling changes (use cayenne-modeling) or runtime bootstrap (use cayenne-runtime).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[586,587,588,589],{"name":466,"slug":34,"type":15},{"name":520,"slug":521,"type":15},{"name":523,"slug":524,"type":15},{"name":452,"slug":453,"type":15},"2026-07-12T08:32:35.072322",108]