[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6XFYNVNPJFWRMD0KZWY0E39":3,"skill-same:01M6XFYNVNPJFWRMD0KZWY0E39":76},{"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":44,"linkOnly":45,"markdownContent":46,"markdownBody":47,"frontMatter":48,"refName":50,"commitSha":51,"skillDirectory":52,"forksCount":14,"repositoryHtmlUrl":53,"repositoryHomepageUrl":6,"ownerHtmlUrl":54,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":55,"install":56,"resources":69},"01M6XFYNVNPJFWRMD0KZWY0E39","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.","sapsapshen\u002Fai-memory-router","sapsapshen","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F20347959?v=4","01M6XDQEF1DP50DKF37H81J3J5","shenmian","01M6XDQEJPE41Y3DT2763X8ZJN",0,"MIT","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\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",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43],"data","data quality","quality","data quality frameworks","frameworks","2026","implement","when","data contracts","unknown","implementing","with","great expectations","tests","community","use","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\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":33,"source":38,"date_added":49,"description":7},"2026-02-27","main","7a38d8e7073e61c16eda85681cb32fb68a8657a5","skills-store\u002Fcopilot\u002Fdata-quality-frameworks","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router","https:\u002F\u002Fgithub.com\u002Fsapsapshen","2026-04-14 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search and fetch capabilities with compliance-focused design.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Fwechat-search-release\u002FSKILL.md",[83],{"categoryNo":84,"categoryName":85,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000037","律师与法务",[87,88,89,90,91,92,93,94,95,96,97,35],"wechat search","wechat","search","capabilities","openclaw","design","web search","compliance","web","official","fetch",{"skillNo":99,"name":100,"nameZh":6,"description":101,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":102,"categories":103,"keywords":104,"publishedAt":44},"01M71ATNAVGZB35PFYM2GC5N00","trend-tap","Real-time trending topics aggregator across 7 platforms (X\u002FTwitter, Reddit, Google Trends, Hacker News, Zhihu, Bilibili, Weibo). Trigger: when user says 'trend', 'trends', 'trend tap', '热点', '热搜', or asks what is trending\u002Fhot. Do NOT use web_search — this skill already fetches live data from all platforms with zero API keys.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Ftrend-tap\u002FSKILL.md",[],[105,106,107,108,109,110,89,111,112,113,114,31,115,116,24,117,118,119,120,121],"trend","trend tap","tap","api keys","Bash","time","trending","hacker","aggregator","do","brew","live","google","install","read","across","api",{"skillNo":123,"name":124,"nameZh":6,"description":125,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":126,"categories":127,"keywords":128,"publishedAt":44},"01M71ATJ9AM5KM15AA8PS302EB","trend-radar","Real-time trending topics aggregator across 7 platforms (X\u002FTwitter, Reddit, Google Trends, Hacker News, Zhihu, Bilibili, Weibo). Trigger: when user says 'trend', 'trends', 'trend pulse', '热点', '热搜', or asks what is trending\u002Fhot. Do NOT use web_search — this skill already fetches live data from all platforms with zero API keys.","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Ftrend-radar\u002FSKILL.md",[],[129,130,105,115,116,24,117,109,89,119,131,120,121,31,113,112,111,118,110,108],"trend radar","radar","pulse",{"skillNo":133,"name":134,"nameZh":6,"description":135,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":136,"categories":137,"keywords":138,"publishedAt":44},"01M71ATGF095N3EJM9G8SD0BB5","tech-news-daily","每日科技新闻汇——从全球多个 RSS 源抓取最新科技新闻，翻译（英→中）、去重、排版成每日简报。当用户询问科技新闻、科技新鲜事、每日科技、技术动态、Daily Tech News 或类似表达时触发此技能。","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Ftech-news-daily\u002FSKILL.md",[],[139,140,141,142,143,144],"news","tech","tech news daily","daily","rss","翻译",{"skillNo":146,"name":147,"nameZh":6,"description":148,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":149,"categories":150,"keywords":156,"publishedAt":44},"01M71ATFAEAMQ17M70NQNY7SR8","summarize","Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Fsummarize\u002FSKILL.md",[151],{"categoryNo":152,"categoryName":153,"taxonomyType":154,"taxonomyTypeDesc":155},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[147,95,157,158,159,35,115,160,161,162,107,163,118],"Audio","cli","youtube","images","https","files","pdfs",{"skillNo":165,"name":166,"nameZh":6,"description":167,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":168,"categories":169,"keywords":170,"publishedAt":44},"01M71ATDNS3R0M4H936PACQAWZ","sonoscli","Control Sonos speakers (discover\u002Fstatus\u002Fplay\u002Fvolume\u002Fgroup).","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fopenclaw\u002Fsonoscli\u002FSKILL.md",[],[166,171,172,173,118,174,161,175,176,177,178,179],"status","play","go","latest","github","discover","control","cmd","volume"]