[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M69AMMJ83PRG7DMWQRR264ZV":3,"skill-same:01M69AMMJ83PRG7DMWQRR264ZV":84},{"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":18,"publishedAt":29,"linkOnly":30,"markdownContent":31,"markdownBody":32,"frontMatter":33,"refName":34,"commitSha":35,"skillDirectory":36,"forksCount":37,"repositoryHtmlUrl":38,"repositoryHomepageUrl":6,"ownerHtmlUrl":39,"ownerBlogUrl":40,"ownerDescription":41,"updatedAt":42,"install":43,"resources":56},"01M69AMMJ83PRG7DMWQRR264ZV","early-warning-signals",null,"Use when a retention specialist asks something like \"Yes, what are the early warning signals we should watch for\"","microsoft\u002Faibast-agents-library","microsoft","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F6154722?v=4","01M698VYDXZ6JW5WH3CRV650R8","Microsoft","01M69ACKE6NWSADP5WEMFXBPPJ",8,"MIT","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Faibast-agents-library\u002Fblob\u002Fmain\u002Fsolutions\u002Fcustomer-sentiment-churn\u002Fmanual\u002Fskills\u002Faibast_early-warning-signals_05\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28],"early warning signals","signals","warning","use","watch","retention","yes","for","specialist","when","2026-11-10 10:12:30",false,"---\nname: early-warning-signals\ndescription: \"Use when a retention specialist asks something like \\\"Yes, what are the early warning signals we should watch for\\\"\"\n---\n\u003C!-- bic:source=blank -->\n# Early warning signals\n\nUse when a retention specialist asks something like \"Yes, what are the early warning signals we should watch for\"\n\n## Procedure\n\n1. Use only the uploaded synthetic records and rules.\n2. Lead with the specific evidence that answers the persona's question.\n3. Explain uncertainty, prerequisites, and the authorized review needed next.\n4. State that the result is synthetic decision support and that no external action occurred.\n\n## Deterministic pilot evidence\n\n- `Reduced logins`\n- `89% churn`\n- `Robert Martinez`\n\n## Safety gate\n\nDo not claim to have changed a system, contacted a person or supplier, made a decision, or completed a transaction. Stop at a reviewable brief or draft.\n","\u003C!-- bic:source=blank -->\n# Early warning signals\n\nUse when a retention specialist asks something like \"Yes, what are the early warning signals we should watch for\"\n\n## Procedure\n\n1. Use only the uploaded synthetic records and rules.\n2. Lead with the specific evidence that answers the persona's question.\n3. Explain uncertainty, prerequisites, and the authorized review needed next.\n4. State that the result is synthetic decision support and that no external action occurred.\n\n## Deterministic pilot evidence\n\n- `Reduced logins`\n- `89% churn`\n- `Robert Martinez`\n\n## Safety gate\n\nDo not claim to have changed a system, contacted a person or supplier, made a decision, or completed a transaction. Stop at a reviewable brief or draft.\n",{"name":5,"description":7},"main","d665f66f72c112f5d2956b180f9b534dcb1d94f8","solutions\u002Fcustomer-sentiment-churn\u002Fmanual\u002Fskills\u002Faibast_early-warning-signals_05",9,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Faibast-agents-library","https:\u002F\u002Fgithub.com\u002Fmicrosoft","https:\u002F\u002Fopensource.microsoft.com","Open source projects and samples from Microsoft","2026-11-12 14:55:52",{"source":8,"skillName":5,"commands":44,"prompt":54,"zipAvailable":55},[45,48,51],{"tool":46,"command":47},"npx","npx skills add microsoft\u002Faibast-agents-library --skill early-warning-signals",{"tool":49,"command":50},"bunx","bunx skills add microsoft\u002Faibast-agents-library --skill early-warning-signals",{"tool":52,"command":53},"pnpm","pnpm dlx skills add microsoft\u002Faibast-agents-library --skill early-warning-signals","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Faibast-agents-library\u002Fblob\u002Fmain\u002Fsolutions\u002Fcustomer-sentiment-churn\u002Fmanual\u002Fskills\u002Faibast_early-warning-signals_05\u002FSKILL.md",true,[57,63,67,70,76,80],{"path":58,"resourceType":59,"resourceTypeDesc":60,"sizeBytes":61,"sourceHtmlUrl":62},"references\u002Fdata_modeling_patterns.md","REFERENCE","参考文档",1422,"https:\u002F\u002Fgithub.com\u002Fshengdabai\u002FTony-Claude-Code-Skills\u002Fblob\u002Fmain\u002Fskills\u002F_collections\u002Frsmdt-the-startup\u002Falirezarezvani-claude-skills\u002Fengineering-team\u002Fsenior-data-engineer\u002Freferences\u002Fdata_modeling_patterns.md",{"path":64,"resourceType":59,"resourceTypeDesc":60,"sizeBytes":65,"sourceHtmlUrl":66},"references\u002Fdata_pipeline_architecture.md",1430,"https:\u002F\u002Fgithub.com\u002Fshengdabai\u002FTony-Claude-Code-Skills\u002Fblob\u002Fmain\u002Fskills\u002F_collections\u002Frsmdt-the-startup\u002Falirezarezvani-claude-skills\u002Fengineering-team\u002Fsenior-data-engineer\u002Freferences\u002Fdata_pipeline_architecture.md",{"path":68,"resourceType":59,"resourceTypeDesc":60,"sizeBytes":61,"sourceHtmlUrl":69},"references\u002Fdataops_best_practices.md","https:\u002F\u002Fgithub.com\u002Fshengdabai\u002FTony-Claude-Code-Skills\u002Fblob\u002Fmain\u002Fskills\u002F_collections\u002Frsmdt-the-startup\u002Falirezarezvani-claude-skills\u002Fengineering-team\u002Fsenior-data-engineer\u002Freferences\u002Fdataops_best_practices.md",{"path":71,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":74,"sourceHtmlUrl":75},"scripts\u002Fdata_quality_validator.py","SCRIPT","脚本",2796,"https:\u002F\u002Fgithub.com\u002Fshengdabai\u002FTony-Claude-Code-Skills\u002Fblob\u002Fmain\u002Fskills\u002F_collections\u002Frsmdt-the-startup\u002Falirezarezvani-claude-skills\u002Fengineering-team\u002Fsenior-data-engineer\u002Fscripts\u002Fdata_quality_validator.py",{"path":77,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":78,"sourceHtmlUrl":79},"scripts\u002Fetl_performance_optimizer.py",2811,"https:\u002F\u002Fgithub.com\u002Fshengdabai\u002FTony-Claude-Code-Skills\u002Fblob\u002Fmain\u002Fskills\u002F_collections\u002Frsmdt-the-startup\u002Falirezarezvani-claude-skills\u002Fengineering-team\u002Fsenior-data-engineer\u002Fscripts\u002Fetl_performance_optimizer.py",{"path":81,"resourceType":72,"resourceTypeDesc":73,"sizeBytes":82,"sourceHtmlUrl":83},"scripts\u002Fpipeline_orchestrator.py",2793,"https:\u002F\u002Fgithub.com\u002Fshengdabai\u002FTony-Claude-Code-Skills\u002Fblob\u002Fmain\u002Fskills\u002F_collections\u002Frsmdt-the-startup\u002Falirezarezvani-claude-skills\u002Fengineering-team\u002Fsenior-data-engineer\u002Fscripts\u002Fpipeline_orchestrator.py",[85,107,118,128,139,151],{"skillNo":86,"name":87,"nameZh":6,"description":88,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":89,"categories":90,"keywords":96,"publishedAt":29},"01M70JM1PSN44H3XTBBV1P5H2V","get-win-loss-analysis","Add Win\u002FLoss Analysis Agent to the user's own Copilot Studio. Use when asked to get, add or deploy Win\u002FLoss Analysis Agent.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Faibast-agents-library\u002Fblob\u002Fmain\u002Fsolutions\u002Fwin-loss-analysis\u002FSKILL.md",[91],{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[97,98,99,100,28,101,102,103,104,105,106,22],"analysis","get win loss analysis","win loss analysis","get","studio","copilot studio","copilot","add","deploy","user",{"skillNo":108,"name":109,"nameZh":6,"description":110,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":111,"categories":112,"keywords":114,"publishedAt":29},"01M70JKGB2V8QZTQ2VZD4CSMJP","get-wealth-insights-generator","Add Wealth Insights Generator Agent to the user's own Copilot Studio. Use when asked to get, add or deploy Wealth Insights Generator Agent.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Faibast-agents-library\u002Fblob\u002Fmain\u002Fsolutions\u002Fwealth-insights-generator\u002FSKILL.md",[113],{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},[100,115,116,117,103,105,102,106,22,104,28,101],"insights","generator","get wealth insights generator",{"skillNo":119,"name":120,"nameZh":6,"description":121,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":122,"categories":123,"keywords":125,"publishedAt":29},"01M70JK4RG6907D1JA6QAFJNRA","get-warranty-registration","Add Warranty and Registration Agent to the user's own Copilot Studio. Use when asked to get, add or deploy Warranty and Registration Agent.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Faibast-agents-library\u002Fblob\u002Fmain\u002Fsolutions\u002Fwarranty-registration\u002FSKILL.md",[124],{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},[126,100,127,104,101,28,22,105,103,102,106],"registration","get warranty registration",{"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":135,"publishedAt":29},"01M70JJJY46SWJG5J05CVMJ9GV","get-utility-billing-assistance","Add Utility Billing and Assistance Agent to the user's own Copilot Studio. Use when asked to get, add or deploy Utility Billing and Assistance Agent.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Faibast-agents-library\u002Fblob\u002Fmain\u002Fsolutions\u002Futility-billing-assistance\u002FSKILL.md",[134],{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},[136,137,138,100,101,105,103,102,106,22,104,28],"get utility billing assistance","billing","utility",{"skillNo":140,"name":141,"nameZh":6,"description":142,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":143,"categories":144,"keywords":146,"publishedAt":29},"01M70JHVE1PCHBR0A08V8H6ZEE","get-underwriting-support","Add Underwriting Support Agent to the user's own Copilot Studio. Use when asked to get, add or deploy Underwriting Support Agent.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Faibast-agents-library\u002Fblob\u002Fmain\u002Fsolutions\u002Funderwriting-support\u002FSKILL.md",[145],{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},[147,148,100,149,104,105,103,102,150,106,22,101,28],"underwriting","get underwriting support","support","support agent",{"skillNo":152,"name":153,"nameZh":6,"description":154,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":155,"categories":156,"keywords":158,"publishedAt":29},"01M70JH5PBZQD2RVJ3BPPKS9CQ","get-time-entry-billing","Add Time Entry and Billing Agent to the user's own Copilot Studio. Use when asked to get, add or deploy Time Entry and Billing Agent.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Faibast-agents-library\u002Fblob\u002Fmain\u002Fsolutions\u002Ftime-entry-billing\u002FSKILL.md",[157],{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},[159,160,161,100,137,162,103,102,163,106,22,104,101,28,105],"get time entry billing","get time","time","entry","billing agent"]