[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6FT8MDJCCP2WRK3FGQBKCJD":3,"skill-same:01M6FT8MDJCCP2WRK3FGQBKCJD":75},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":23,"publishedAt":41,"linkOnly":42,"markdownContent":43,"markdownBody":44,"frontMatter":45,"refName":47,"commitSha":48,"skillDirectory":49,"forksCount":14,"repositoryHtmlUrl":50,"repositoryHomepageUrl":6,"ownerHtmlUrl":51,"ownerBlogUrl":52,"ownerDescription":53,"updatedAt":54,"install":55,"resources":68},"01M6FT8MDJCCP2WRK3FGQBKCJD","data-quality-frameworks",null,"Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.","reikiplanet\u002Fdaoskills","reikiplanet","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F96377599?v=4","01M6CVWCMD740YHQDK7E9QYBW4","Reiki Planet","01M6CVWCS4KXVA2CWFVJ43EAXK",0,"MIT","https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills\u002Fblob\u002Fmaster\u002Fdata\u002Fdata-quality-frameworks\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000033","数据分析师","PROFESSION","适用职业",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],"data","data quality","quality","frameworks","data quality frameworks","use","with","great expectations","tests","contracts","community","pipelines","implement","Rules","validation","dbt","quality validation","2026-11-10 10:12:30",false,"---\nname: data-quality-frameworks\ndescription: \"Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.\"\nrisk: unknown\nsource: community\n---\n\n# Data Quality Frameworks\n\nProduction patterns for implementing data quality with Great Expectations, dbt tests, and data contracts to ensure reliable data pipelines.\n\n## Use this skill when\n\n- Implementing data quality checks in pipelines\n- Setting up Great Expectations validation\n- Building comprehensive dbt test suites\n- Establishing data contracts between teams\n- Monitoring data quality metrics\n- Automating data validation in CI\u002FCD\n\n## Do not use this skill when\n\n- The data sources are undefined or unavailable\n- You cannot modify validation rules or schemas\n- The task is unrelated to data quality or contracts\n\n## Instructions\n\n- Identify critical datasets and quality dimensions.\n- Define expectations\u002Ftests and contract rules.\n- Automate validation in CI\u002FCD and schedule checks.\n- Set alerting, ownership, and remediation steps.\n- If detailed patterns are required, open `resources\u002Fimplementation-playbook.md`.\n\n## Safety\n\n- Avoid blocking critical pipelines without a fallback plan.\n- Handle sensitive data securely in validation outputs.\n\n## Resources\n\n- `resources\u002Fimplementation-playbook.md` for detailed frameworks, templates, and examples.\n","# Data Quality Frameworks\n\nProduction patterns for implementing data quality with Great Expectations, dbt tests, and data contracts to ensure reliable data pipelines.\n\n## Use this skill when\n\n- Implementing data quality checks in pipelines\n- Setting up Great Expectations validation\n- Building comprehensive dbt test suites\n- Establishing data contracts between teams\n- Monitoring data quality metrics\n- Automating data validation in CI\u002FCD\n\n## Do not use this skill when\n\n- The data sources are undefined or unavailable\n- You cannot modify validation rules or schemas\n- The task is unrelated to data quality or contracts\n\n## Instructions\n\n- Identify critical datasets and quality dimensions.\n- Define expectations\u002Ftests and contract rules.\n- Automate validation in CI\u002FCD and schedule checks.\n- Set alerting, ownership, and remediation steps.\n- If detailed patterns are required, open `resources\u002Fimplementation-playbook.md`.\n\n## Safety\n\n- Avoid blocking critical pipelines without a fallback plan.\n- Handle sensitive data securely in validation outputs.\n\n## Resources\n\n- `resources\u002Fimplementation-playbook.md` for detailed frameworks, templates, and examples.\n",{"name":5,"risk":46,"source":34,"description":7},"unknown","master","dff58085da947e81e8418c922055644bf0082b1b","data\u002Fdata-quality-frameworks","https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills","https:\u002F\u002Fgithub.com\u002Freikiplanet","https:\u002F\u002Fwww.reiki-planet.com","Reiki Planet Game","2026-03-29 06:02:29",{"source":8,"skillName":5,"commands":56,"prompt":66,"zipAvailable":67},[57,60,63],{"tool":58,"command":59},"npx","npx skills add reikiplanet\u002Fdaoskills --skill data-quality-frameworks",{"tool":61,"command":62},"bunx","bunx skills add reikiplanet\u002Fdaoskills --skill data-quality-frameworks",{"tool":64,"command":65},"pnpm","pnpm dlx skills add reikiplanet\u002Fdaoskills --skill data-quality-frameworks","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills\u002Fblob\u002Fmaster\u002Fdata\u002Fdata-quality-frameworks\u002FSKILL.md",true,[69],{"path":70,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":73,"sourceHtmlUrl":74},"resources\u002Fimplementation-playbook.md","REFERENCE","参考文档",15370,"https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills\u002Fblob\u002Fmaster\u002Fdata\u002Fdata-quality-frameworks\u002Fresources\u002Fimplementation-playbook.md",[76,102,114,128,147,170],{"skillNo":77,"name":78,"nameZh":6,"description":79,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":80,"categories":81,"keywords":82,"publishedAt":41},"01M6G614JTEQJHPT8AKK3YQ18S","web-games","Web browser game development principles. Framework selection, WebGPU, optimization, PWA.","https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills\u002Fblob\u002Fmaster\u002Fweb-games\u002FSKILL.md",[],[83,84,85,86,87,88,34,89,90,91,92,93,94,95,96,97,98,99,100,101],"games","web games","web","grep","principles","selection","framework selection","edit","write","read","pwa","game","web browser","game development","Optimization","framework","browser","development","webgpu",{"skillNo":103,"name":104,"nameZh":6,"description":105,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":106,"categories":107,"keywords":108,"publishedAt":41},"01M6G611H2YGV0GZFP90D38ZMJ","vr-ar","VR\u002FAR development principles. Comfort, interaction, performance requirements.","https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills\u002Fblob\u002Fmaster\u002Fvr-ar\u002FSKILL.md",[],[109,110,100,111,112,34,90,91,92,86,113,87],"ar","vr ar","interaction","requirements","performance",{"skillNo":115,"name":116,"nameZh":6,"description":117,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":118,"categories":119,"keywords":120,"publishedAt":41},"01M6G60XNMHAMV1SV0EJ1CX0AY","templates","Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.","https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills\u002Fblob\u002Fmaster\u002Ftemplates\u002FSKILL.md",[],[116,121,122,123,124,125,34,29,92,126,127,86],"project scaffolding","From Scratch","tech","project","scaffolding","projects","applications",{"skillNo":129,"name":130,"nameZh":6,"description":131,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":132,"categories":133,"keywords":134,"publishedAt":41},"01M6G60T0GATMK3Q5H8GDC1Z8S","wcag-audit-patterns","Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. 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OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.","https:\u002F\u002Fgithub.com\u002Freikiplanet\u002Fdaoskills\u002Fblob\u002Fmaster\u002Fskills\u002Fsecurity\u002Fvulnerability-scanner\u002FSKILL.md",[],[154,155,156,157,158,159,160,161,34,92,86,162,87,163,164,165,166,167,168,169],"scanner","vulnerability scanner","vulnerability","prioritization","2025","mapping","chain","supply chain","Bash","analysis","risk","owasp","supply chain security","security","supply","advanced",{"skillNo":171,"name":172,"nameZh":6,"description":173,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":174,"categories":175,"keywords":176,"publishedAt":41},"01M6G60JZBB8DK0W3DSG1WNMZK","threat-modeling-expert","Expert in threat modeling methodologies, security architecture review, and risk assessment. 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