[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6H37TM9964TKSWZZVRXED8X":3,"skill-same:01M6H37TM9964TKSWZZVRXED8X":68},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":22,"publishedAt":38,"linkOnly":39,"markdownContent":40,"markdownBody":41,"frontMatter":42,"refName":47,"commitSha":48,"skillDirectory":49,"forksCount":50,"repositoryHtmlUrl":51,"repositoryHomepageUrl":6,"ownerHtmlUrl":52,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":53,"install":54,"resources":67},"01M6H37TM9964TKSWZZVRXED8X","data-augmentation-pipeline",null,"Data Augmentation Pipeline - Auto-activating skill for ML Training.\nTriggers on: data augmentation pipeline, data augmentation pipeline\nPart of the ML Training skill category.","micsapp\u002Fmicstec-skills","micsapp","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F82411001?v=4","01M6GWCFQ6D3PV8EHNY62NN5VW","01M6GWCFVE1PA5HG0DKC7AMFJ3",4,"MIT","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fclaude-code\u002Fplugins-plus-skills\u002Fplanned-skills\u002Fgenerated\u002F07-ml-training\u002Fdata-augmentation-pipeline\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000033","数据分析师","PROFESSION","适用职业",[23,24,25,26,27,28,29,30,31,32,33,34,35,36,37],"data","pipeline","data augmentation pipeline","python","ml","training","Bash","read","write","edit","auto","triggers","io","pip","for","2026-11-10 10:12:30",false,"---\nname: data-augmentation-pipeline\ndescription: |\n  Data Augmentation Pipeline - Auto-activating skill for ML Training.\n  Triggers on: data augmentation pipeline, data augmentation pipeline\n  Part of the ML Training skill category.\nallowed-tools: Read, Write, Edit, Bash(python:*), Bash(pip:*)\nversion: 1.0.0\nlicense: MIT\nauthor: Jeremy Longshore \u003Cjeremy@intentsolutions.io>\n---\n\n# Data Augmentation Pipeline\n\n## Purpose\n\nThis skill provides automated assistance for data augmentation pipeline tasks within the ML Training domain.\n\n## When to Use\n\nThis skill activates automatically when you:\n- Mention \"data augmentation pipeline\" in your request\n- Ask about data augmentation pipeline patterns or best practices\n- Need help with machine learning training skills covering data preparation, model training, hyperparameter tuning, and experiment tracking.\n\n## Capabilities\n\n- Provides step-by-step guidance for data augmentation pipeline\n- Follows industry best practices and patterns\n- Generates production-ready code and configurations\n- Validates outputs against common standards\n\n## Example Triggers\n\n- \"Help me with data augmentation pipeline\"\n- \"Set up data augmentation pipeline\"\n- \"How do I implement data augmentation pipeline?\"\n\n## Related Skills\n\nPart of the **ML Training** skill category.\nTags: ml, training, pytorch, tensorflow, sklearn\n","# Data Augmentation Pipeline\n\n## Purpose\n\nThis skill provides automated assistance for data augmentation pipeline tasks within the ML Training domain.\n\n## When to Use\n\nThis skill activates automatically when you:\n- Mention \"data augmentation pipeline\" in your request\n- Ask about data augmentation pipeline patterns or best practices\n- Need help with machine learning training skills covering data preparation, model training, hyperparameter tuning, and experiment tracking.\n\n## Capabilities\n\n- Provides step-by-step guidance for data augmentation pipeline\n- Follows industry best practices and patterns\n- Generates production-ready code and configurations\n- Validates outputs against common standards\n\n## Example Triggers\n\n- \"Help me with data augmentation pipeline\"\n- \"Set up data augmentation pipeline\"\n- \"How do I implement data augmentation pipeline?\"\n\n## Related Skills\n\nPart of the **ML Training** skill category.\nTags: ml, training, pytorch, tensorflow, sklearn\n",{"name":5,"author":43,"license":14,"version":44,"description":45,"allowed-tools":46},"Jeremy Longshore \u003Cjeremy@intentsolutions.io>","1.0.0","Data Augmentation Pipeline - Auto-activating skill for ML Training.\nTriggers on: data augmentation pipeline, data augmentation pipeline\nPart of the ML Training skill category.\n","Read, Write, Edit, Bash(python:*), Bash(pip:*)","master","3f5d983eb4ef375b749adcd6b07ec03bd82ae8a8","claude-code\u002Fplugins-plus-skills\u002Fplanned-skills\u002Fgenerated\u002F07-ml-training\u002Fdata-augmentation-pipeline",0,"https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills","https:\u002F\u002Fgithub.com\u002Fmicsapp","2026-03-20 11:24:18",{"source":8,"skillName":5,"commands":55,"prompt":65,"zipAvailable":66},[56,59,62],{"tool":57,"command":58},"npx","npx skills add micsapp\u002Fmicstec-skills --skill data-augmentation-pipeline",{"tool":60,"command":61},"bunx","bunx skills add micsapp\u002Fmicstec-skills --skill data-augmentation-pipeline",{"tool":63,"command":64},"pnpm","pnpm dlx skills add micsapp\u002Fmicstec-skills --skill data-augmentation-pipeline","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fclaude-code\u002Fplugins-plus-skills\u002Fplanned-skills\u002Fgenerated\u002F07-ml-training\u002Fdata-augmentation-pipeline\u002FSKILL.md",true,[],[69,103,133,154,174,198],{"skillNo":70,"name":71,"nameZh":6,"description":72,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":73,"categories":74,"keywords":83,"publishedAt":38},"01M6HBTJ02FXBFG9NYEHHYAP52","azure-apim-architecture","Analyzes and explains Azure API Management architecture decisions for enterprise API marketplace implementations using VNet Internal mode, Front Door, hybrid authentication, and multi-environment strategies. Use when discussing APIM component selection, network topology, cost optimization, or comparing alternatives like workspaces vs instances, VNet Internal vs External mode, or Front Door vs Application Gateway.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fcopilot-agent-skills\u002F.github\u002Fskills\u002Fazure-apim-architecture\u002FSKILL.md",[75,80],{"categoryNo":76,"categoryName":77,"taxonomyType":78,"taxonomyTypeDesc":79},"01JBSEEDCAT000000000000010","后端与接口","SCENARIO","使用场景",{"categoryNo":81,"categoryName":82,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000030","开发工程师",[84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,37],"architecture","azure","azure apim architecture","component","authentication","gateway","topology","Optimization","network","api","team","environment","multi-environment","workspaces","instances","selection","strategies","azure api management","mode",{"skillNo":104,"name":105,"nameZh":6,"description":106,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":107,"categories":108,"keywords":117,"publishedAt":38},"01M6HBT7J4H082JEEA670B3EQ9","apiops-deployment","Guides deployment of Azure API Management infrastructure using Infrastructure as Code (Bicep\u002FTerraform), CI\u002FCD pipelines (GitHub Actions\u002FAzure DevOps), and APIOps workflows. Use when deploying APIM, creating pipelines, or implementing dev→test→prod promotion strategies.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fcopilot-agent-skills\u002F.github\u002Fskills\u002Fapiops-deployment\u002FSKILL.md",[109,110,113,116],{"categoryNo":76,"categoryName":77,"taxonomyType":78,"taxonomyTypeDesc":79},{"categoryNo":111,"categoryName":112,"taxonomyType":78,"taxonomyTypeDesc":79},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":114,"categoryName":115,"taxonomyType":78,"taxonomyTypeDesc":79},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":81,"categoryName":82,"taxonomyType":20,"taxonomyTypeDesc":21},[118,119,120,121,85,122,123,124,125,126,127,128,93,94,100,129,130,101,131,132],"deployment","apiops deployment","workflows","azure devops","infrastructure","code","infrastructure as code","actions","ci","github actions","github-actions","as","guides","CI\u002FCD","implementing",{"skillNo":134,"name":135,"nameZh":6,"description":136,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":137,"categories":138,"keywords":140,"publishedAt":38},"01M6HBT2HEA23THNE9E00GYQBE","apim-policy-authoring","Creates production-ready Azure API Management policy XML for authentication (OAuth 2.0, JWT validation, subscription keys), rate limiting, CORS configuration, error handling, and API transformations. Use when implementing API security, access control, or request\u002Fresponse processing logic.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fcopilot-agent-skills\u002F.github\u002Fskills\u002Fapim-policy-authoring\u002FSKILL.md",[139],{"categoryNo":76,"categoryName":77,"taxonomyType":78,"taxonomyTypeDesc":79},[141,142,143,144,85,88,93,94,145,146,147,148,149,150,151,101,152,153,132,37],"policy","authoring","apim policy authoring","security","access","use","ready","api security","Access Control","error","processing","cors configuration","production-ready",{"skillNo":155,"name":156,"nameZh":6,"description":157,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":158,"categories":159,"keywords":162,"publishedAt":38},"01M6HBSY65SB29J9WE9KYD0K6T","api-security-review","Reviews Azure API Management configurations for security vulnerabilities, OWASP API Security Top 10 compliance, VNet Internal mode validation, Private Link verification, and Azure Security Benchmark alignment. Use when performing security audits, pre-deployment validation, or compliance reviews.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fcopilot-agent-skills\u002F.github\u002Fskills\u002Fapi-security-review\u002FSKILL.md",[160,161],{"categoryNo":76,"categoryName":77,"taxonomyType":78,"taxonomyTypeDesc":79},{"categoryNo":81,"categoryName":82,"taxonomyType":20,"taxonomyTypeDesc":21},[163,144,164,93,148,165,85,118,166,167,168,169,94,170,101,171,172,173,102,37],"review","security review","api security review","benchmark","verification","owasp","owasp-api","alignment","azure security","reviews","top",{"skillNo":175,"name":176,"nameZh":6,"description":177,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":178,"categories":179,"keywords":180,"publishedAt":38},"01M6HBSRW4PDFE6K4F8JYPZQ05","jira-cli","Interact with Jira from the command line to create, list, view, edit, and transition issues, manage sprints and epics, and perform common Jira workflows. Use when the user asks about Jira tasks, tickets, issues, sprints, or needs to manage project work items.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fawesome-copilot-agents\u002Fskills\u002Fjira-cli\u002FSKILL.md",[],[181,182,183,120,184,185,186,187,93,188,189,190,32,191,192,193,194,195,196,197],"cli","jira","jira cli","init","tasks","create","issues","common","work","command","list","view","project","project work","token","line","sprints",{"skillNo":199,"name":200,"nameZh":6,"description":201,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":202,"categories":203,"keywords":204,"publishedAt":38},"01M6HBSNS3JHMW603G47TWE31H","calculator","Performs arbitrary-precision arithmetic calculations including addition, subtraction, multiplication, division, and exponents. Use when the user asks to calculate, compute, or evaluate math expressions, or when precise decimal arithmetic is needed to avoid floating-point errors.","https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fcopilot-cli\u002Fawesome-copilot-agents\u002Fskills\u002Fcalculator\u002FSKILL.md",[],[200,205,206,207,208,209,210,146,211,212],"npm","js","calculate","node","math","user","compute","errors"]