[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"creator:01M7291J4K9RE0EWMQB0JM3WFN":3,"creator-list:01M7291J4K9RE0EWMQB0JM3WFN:stars:1:":22},{"accountNo":4,"login":5,"displayName":6,"avatarUrl":7,"accountType":8,"accountTypeDesc":9,"profileDescription":10,"skillCount":11,"repoCount":12,"professionCount":13,"scenarioCount":13,"totalStars":14,"updatedAt":15,"htmlUrl":16,"blogUrl":17,"company":18,"location":19,"followersCount":20,"publicReposCount":21},"01M7291J4K9RE0EWMQB0JM3WFN","itsual","Arockia Liborious","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F47685900?v=4","USER","个人作者","Data Science & Analytics Leader | Helping organizations rethink their data-driven decision making process | AI Storyteller",494,1,0,7,"2026-07-22 23:04:48","https:\u002F\u002Fgithub.com\u002Fitsual","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Farockialiborious\u002F","dentsu","India",52,44,{"records":23,"total":11,"current":12,"size":156},[24,36,43,50,57,65,72,79,86,93,100,107,114,121,128,135,142,149],{"skillNo":25,"name":26,"nameZh":27,"description":28,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":32,"categories":33,"keywords":34,"publishedAt":35},"01M7297PK9X4VZRN6HAD9A58M9","compliance-monitoring",null,"Design compliance monitoring and testing programs that verify controls work in practice and surface issues before regulators do. Use when building monitoring plans, compliance testing, or continuous control monitoring.","itsual\u002Fagent-skills-collection","01M7291J58T0363Q45MQP9KESY","MIT","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fcompliance\u002Fcompliance-monitoring\u002FSKILL.md",[],[],"2026-11-10 16:53:54",{"skillNo":37,"name":38,"nameZh":27,"description":39,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":40,"categories":41,"keywords":42,"publishedAt":35},"01M7297KXVGGV1CH7CEHA62FAT","complaints-handling","Operate complaints-handling processes that meet regulatory standards — logging, timely resolution, root-cause analysis, and fair outcomes. Use when designing or improving regulated complaints frameworks or analyzing complaint themes for conduct risk.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fcompliance\u002Fcomplaints-handling\u002FSKILL.md",[],[],{"skillNo":44,"name":45,"nameZh":27,"description":46,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":47,"categories":48,"keywords":49,"publishedAt":35},"01M7297HXEX2PSHBEDVWRJC924","aml-kyc-basics","Apply AML\u002FKYC fundamentals — customer due diligence, monitoring, suspicious activity escalation, and recordkeeping — for financial crime compliance. Use when designing onboarding controls, transaction monitoring concepts, or AML program components in financial services.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fcompliance\u002Faml-kyc-basics\u002FSKILL.md",[],[],{"skillNo":51,"name":52,"nameZh":27,"description":53,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":54,"categories":55,"keywords":56,"publishedAt":35},"01M7297G229RT4FXA2KW7EG2K6","ai-model-compliance","Apply compliance controls to AI and automated decision systems — transparency, fairness, human oversight, documentation, and regulatory alignment. Use when deploying AI in regulated processes (credit, fraud, customer decisions) or responding to AI governance expectations.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fcompliance\u002Fai-model-compliance\u002FSKILL.md",[],[],{"skillNo":58,"name":59,"nameZh":27,"description":60,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":61,"categories":62,"keywords":63,"publishedAt":64},"01M729KEEE7VTT48V1J7YMS8GA","data-quality-management","Manage data quality end-to-end — dimensions, rules, remediation, and prevention — beyond one-off cleaning scripts. Use when building sustained data quality programs or fixing systemic accuracy, completeness, or consistency problems.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fdata-quality-management\u002FSKILL.md",[],[],"2026-11-10 16:53:43",{"skillNo":66,"name":67,"nameZh":27,"description":68,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":69,"categories":70,"keywords":71,"publishedAt":64},"01M729K3VDSZC6TF67TYQ4Z8W9","data-lineage","Capture and use data lineage — where data comes from, how it transforms, and what depends on it — for impact analysis, debugging, and trust. Use when tracing metric origins, assessing change impact, or diagnosing broken pipelines.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fdata-lineage\u002FSKILL.md",[],[],{"skillNo":73,"name":74,"nameZh":27,"description":75,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":76,"categories":77,"keywords":78,"publishedAt":64},"01M729JV2ACQ310VG2KQ3267EN","data-governance","Establish data governance — ownership, policies, decision rights, and accountability — so data is trusted, compliant, and usable across the organization. Use when designing governance operating models, assigning data owners, or fixing chronic trust and access problems.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fdata-governance\u002FSKILL.md",[],[],{"skillNo":80,"name":81,"nameZh":27,"description":82,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":83,"categories":84,"keywords":85,"publishedAt":64},"01M729JHAW2V0YDJ0X3CXJDVM6","data-ethics","Practice data ethics — privacy, fairness, consent, dual-use risk, and responsible communication of analytical findings. Use when working with sensitive data, people-affecting models, or high-impact analytics.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fdata-ethics\u002FSKILL.md",[],[],{"skillNo":87,"name":88,"nameZh":27,"description":89,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":90,"categories":91,"keywords":92,"publishedAt":64},"01M729J3KY6T27EPBDR1NMJ18Y","data-contracts","Define and enforce data contracts between producers and consumers — schema, semantics, SLAs, and compatibility rules — to prevent breaking changes. Use when scaling data products, reducing pipeline breakages, or formalizing producer accountability.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fdata-contracts\u002FSKILL.md",[],[],{"skillNo":94,"name":95,"nameZh":27,"description":96,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":97,"categories":98,"keywords":99,"publishedAt":64},"01M729HQJCBG39G7HTWPW71XSX","data-cleaning","Clean and prepare datasets — missing values, types, duplicates, outliers, and consistency — with documented, reversible transformations. Use when preparing data for analysis, modeling, or reporting pipelines.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fdata-cleaning\u002FSKILL.md",[],[],{"skillNo":101,"name":102,"nameZh":27,"description":103,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":104,"categories":105,"keywords":106,"publishedAt":64},"01M729HAB5V527Z0PRE987N8FS","data-catalog-and-discovery","Build and operate data catalogs so people can find, understand, and trust datasets — with metadata, ownership, and certification signals. Use when analysts cannot find the right table, or when enabling self-serve analytics at scale.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fdata-catalog-and-discovery\u002FSKILL.md",[],[],{"skillNo":108,"name":109,"nameZh":27,"description":110,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":111,"categories":112,"keywords":113,"publishedAt":64},"01M729GXWT5NTJ3DAK42ZM1Z1V","dashboard-design","Design dashboards that drive decisions — clear hierarchy, the right metrics, guided exploration, and trustworthy definitions. Use when building executive, operational, or self-serve analytical dashboards.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fdashboard-design\u002FSKILL.md",[],[],{"skillNo":115,"name":116,"nameZh":27,"description":117,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":118,"categories":119,"keywords":120,"publishedAt":64},"01M729GA18TNGP8N9F6PW6JQP3","clustering-and-segmentation","Segment populations using clustering and related methods — with validation, interpretability, and actionable segment definitions. Use when discovering customer\u002Fuser segments or grouping entities for differentiated treatment.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fclustering-and-segmentation\u002FSKILL.md",[],[],{"skillNo":122,"name":123,"nameZh":27,"description":124,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":125,"categories":126,"keywords":127,"publishedAt":64},"01M729FRWTK46047XCD1JNZF85","classification-basics","Build and evaluate classification models — class balance, metrics (precision\u002Frecall\u002FROC), thresholds, and error costs. Use when predicting categories such as churn, fraud, conversion, or risk tiers.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fclassification-basics\u002FSKILL.md",[],[],{"skillNo":129,"name":130,"nameZh":27,"description":131,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":132,"categories":133,"keywords":134,"publishedAt":64},"01M729FB44GA8QSKZ8SQH9YKYA","causal-inference-basics","Apply causal inference basics — potential outcomes mindset, confounding, and credible designs — when estimating effects from observational or experimental data. Use when asked “did X cause Y?” and simple correlation is not enough.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fcausal-inference-basics\u002FSKILL.md",[],[],{"skillNo":136,"name":137,"nameZh":27,"description":138,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":139,"categories":140,"keywords":141,"publishedAt":64},"01M729F96TDVD4VWMTWPGYD128","anomaly-detection","Detect anomalies in metrics and datasets — defining “normal,” reducing false alarms, and routing true issues to investigation. Use when building alerting on KPIs, fraud-like outliers, or data quality anomaly checks.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fanomaly-detection\u002FSKILL.md",[],[],{"skillNo":143,"name":144,"nameZh":27,"description":145,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":146,"categories":147,"keywords":148,"publishedAt":64},"01M729F7DR9T5YMD516JQY1FX6","analytics-engineering","Practice analytics engineering — reliable, tested, versioned data transformations that turn raw sources into trustworthy analytical tables. Use when building dbt-style models, curated marts, or the semantic layer between raw data and BI.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fanalytics-engineering\u002FSKILL.md",[],[],{"skillNo":150,"name":151,"nameZh":27,"description":152,"descriptionZh":27,"repositoryFullName":29,"ownerLogin":5,"ownerAvatarUrl":7,"ownerAccountNo":4,"ownerDisplayName":6,"repositoryNo":30,"starsCount":14,"licenseSpdxId":31,"licenseFileUrl":27,"sourceHtmlUrl":153,"categories":154,"keywords":155,"publishedAt":64},"01M729F5W6B3N4J9E1EJTRKAMN","ab-test-analysis","Analyze A\u002FB tests end-to-end — data quality, SRM, metrics, segments, and decision recommendations with uncertainty. Use when reading experiment results and advising ship\u002Fiterate\u002Fkill decisions.","https:\u002F\u002Fgithub.com\u002Fitsual\u002Fagent-skills-collection\u002Fblob\u002Fmain\u002Fskills\u002Fdata-analytics\u002Fab-test-analysis\u002FSKILL.md",[],[],18]