[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6CSR53D7YNTP9JFMMGPS3J4":3,"skill-same:01M6CSR53D7YNTP9JFMMGPS3J4":77},{"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":38,"linkOnly":39,"markdownContent":40,"markdownBody":41,"frontMatter":42,"refName":45,"commitSha":46,"skillDirectory":47,"forksCount":48,"repositoryHtmlUrl":49,"repositoryHomepageUrl":49,"ownerHtmlUrl":50,"ownerBlogUrl":6,"ownerDescription":51,"updatedAt":52,"install":53,"resources":66},"01M6CSR53D7YNTP9JFMMGPS3J4","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.","Sam-06060\u002Fjarvis-assistant","Sam-06060","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F208600848?v=4","01M6CRKT7C7FXD21V6HXF293S0","Samson Frank Ganta","01M6CRKTBEKYFD8YX5Z1GT99EE",6,"Apache-2.0","https:\u002F\u002Fgithub.com\u002FSam-06060\u002Fjarvis-assistant\u002Fblob\u002Fmain\u002Fmodules\u002Fagent_skills\u002Fawesome-skills\u002Fplaybooks\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],"data","data quality","quality","data quality frameworks","frameworks","implement","quality validation","dbt","validation","Rules","use","pipelines","community","contracts","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\ndate_added: \"2026-02-27\"\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":43,"source":36,"date_added":44,"description":7},"unknown","2026-02-27","main","a50a3aa6b39fb0e1b7db88bef1bfc9c93606e126","modules\u002Fagent_skills\u002Fawesome-skills\u002Fplaybooks\u002Fdata-quality-frameworks",0,"https:\u002F\u002Fgithub.com\u002FSam-06060\u002Fjarvis-assistant","https:\u002F\u002Fgithub.com\u002FSam-06060","Mobile Application Developer | Kotlin | Flutter, KMP, Swfit, Android,Swift UI | Building at Saar It Resources | Creator of Jarvis (AI Assistant)","2026-06-23 05:13:38",{"source":8,"skillName":5,"commands":54,"prompt":64,"zipAvailable":65},[55,58,61],{"tool":56,"command":57},"npx","npx skills add Sam-06060\u002Fjarvis-assistant --skill data-quality-frameworks",{"tool":59,"command":60},"bunx","bunx skills add Sam-06060\u002Fjarvis-assistant --skill data-quality-frameworks",{"tool":62,"command":63},"pnpm","pnpm dlx skills add Sam-06060\u002Fjarvis-assistant --skill 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Always search tools first for current schemas.","https:\u002F\u002Fgithub.com\u002FSam-06060\u002Fjarvis-assistant\u002Fblob\u002Fmain\u002Fmodules\u002Fagent_skills\u002Fawesome-skills\u002Fplaybooks\u002Fzoom-automation\u002FSKILL.md",[113],{"categoryNo":114,"categoryName":115,"taxonomyType":86,"taxonomyTypeDesc":87},"01JBSEEDCAT000000000000023","Skill与智能体开发",[117,118,119,120,121,122,123,124,125,126,127,128,129,130,36,131,132,133],"automation","zoom automation","zoom","first","Tools","search","MCP","via","meeting","automate","critical","creation","webinars","composio","recordings","management","tracking",{"skillNo":135,"name":136,"nameZh":6,"description":137,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":138,"categories":139,"keywords":141,"publishedAt":38},"01M6GDRFS1452PC71JQ38S24HR","zoho-crm-automation","Automate Zoho CRM tasks via Rube MCP (Composio): create\u002Fupdate records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.","https:\u002F\u002Fgithub.com\u002FSam-06060\u002Fjarvis-assistant\u002Fblob\u002Fmain\u002Fmodules\u002Fagent_skills\u002Fawesome-skills\u002Fplaybooks\u002Fzoho-crm-automation\u002FSKILL.md",[140],{"categoryNo":114,"categoryName":115,"taxonomyType":86,"taxonomyTypeDesc":87},[142,117,143,144,145,146,147,36,122,148,130,149,127,126,121,150,105,151,123,152],"crm automation","zoho crm","crm","zoho crm automation","zoho","leads","contacts","records","update","tasks","manage",{"skillNo":154,"name":155,"nameZh":6,"description":156,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":157,"categories":158,"keywords":162,"publishedAt":38},"01M6GDRCKQBAVTGHX5XBH26KPZ","zod-validation-expert","Expert in Zod — TypeScript-first schema validation. Covers parsing, custom errors, refinements, type inference, and integration with React Hook Form, Next.js, and tRPC.","https:\u002F\u002Fgithub.com\u002FSam-06060\u002Fjarvis-assistant\u002Fblob\u002Fmain\u002Fmodules\u002Fagent_skills\u002Fawesome-skills\u002Fplaybooks\u002Fzod-validation-expert\u002FSKILL.md",[159],{"categoryNo":160,"categoryName":161,"taxonomyType":86,"taxonomyTypeDesc":87},"01JBSEEDCAT000000000000009","前端开发",[163,164,165,32,166,106,167,168,169,170,171,172,101,173,174,175,176,36,177,178],"expert","zod","zod validation expert","react","safe","parsing","errors","schema validation","react hook form","hook","trpc","form","type","next","schema","Next.js",{"skillNo":180,"name":181,"nameZh":6,"description":182,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":183,"categories":184,"keywords":186,"publishedAt":38},"01M6GDR658B08K4MY0RWD4A6EH","zeroize-audit","Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-level analysis, and control-flow verification. Use for auditing C\u002FC++\u002FRust code handling secrets, keys, passwords, or other sensitive data.","https:\u002F\u002Fgithub.com\u002FSam-06060\u002Fjarvis-assistant\u002Fblob\u002Fmain\u002Fmodules\u002Fagent_skills\u002Fawesome-skills\u002Fplaybooks\u002Fzeroize-audit\u002FSKILL.md",[185],{"categoryNo":114,"categoryName":115,"taxonomyType":86,"taxonomyTypeDesc":87},[187,188,189,190,191,192,193,194,36,195,196,197,198,199,24,200,201,202,203,123],"zeroize audit","audit","write","passwords","get","project","c++","activate","assembly","read","Bash","secrets","analysis","flow","verification","code","rust"]