[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6H5WEEBPSKFPEB2DW221MPN":3,"skill-same:01M6H5WEEBPSKFPEB2DW221MPN":79},{"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":17,"publishedAt":38,"linkOnly":39,"markdownContent":40,"markdownBody":41,"frontMatter":42,"refName":48,"commitSha":49,"skillDirectory":50,"forksCount":51,"repositoryHtmlUrl":52,"repositoryHomepageUrl":6,"ownerHtmlUrl":53,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":54,"install":55,"resources":68},"01M6H5WEEBPSKFPEB2DW221MPN","customerio-cost-tuning",null,"Optimize Customer.io costs and usage.\nUse when reducing expenses, optimizing usage,\nor right-sizing your Customer.io plan.\nTrigger with phrases like \"customer.io cost\", \"reduce customer.io spend\",\n\"customer.io billing\", \"customer.io pricing\".","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\u002Fplugins\u002Fsaas-packs\u002Fcustomerio-pack\u002Fskills\u002Fcustomerio-cost-tuning\u002FSKILL.md",[],[18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37],"customerio cost tuning","tuning","cost","use","reduce","usage","with","billing","trigger","io","optimize","codex","read","curl","gh","plan","Bash","code","pricing","customer","2026-11-10 10:12:30",false,"---\nname: customerio-cost-tuning\ndescription: |\n  Optimize Customer.io costs and usage.\n  Use when reducing expenses, optimizing usage,\n  or right-sizing your Customer.io plan.\n  Trigger with phrases like \"customer.io cost\", \"reduce customer.io spend\",\n  \"customer.io billing\", \"customer.io pricing\".\nallowed-tools: Read, Write, Edit, Bash(gh:*), Bash(curl:*)\nversion: 1.0.0\nlicense: MIT\nauthor: Jeremy Longshore \u003Cjeremy@intentsolutions.io>\ncompatible-with: claude-code, codex, openclaw\n---\n# Customer.io Cost Tuning\n\n## Overview\nOptimize Customer.io costs by managing profiles, reducing unnecessary operations, implementing event sampling, and right-sizing your usage.\n\n## Prerequisites\n- Access to Customer.io billing dashboard\n- Understanding of pricing model (profiles, emails, SMS)\n- API access for usage analysis\n\n## Instructions\n\n### Step 1: Audit Profiles\nRun profile audits to identify inactive users (30\u002F90+ days), profiles without email, and suppressed users. Remove or archive profiles that aren't receiving value.\n\n### Step 2: Suppress and Delete Inactive Users\nUse dry-run mode first to preview impact. Suppress users who haven't engaged, and fully delete profiles to remove from billing.\n\n### Step 3: Implement Event Deduplication\nUse LRU cache to deduplicate identical events within a time window. Configure skip lists for low-value events and sampling rates for high-volume events.\n\n### Step 4: Optimize Email Costs\nSkip marketing emails for users inactive 6+ months. Consolidate notification emails with batching windows. Suppress after 3+ bounces.\n\n### Step 5: Build Usage Monitoring\nTrack profile growth, event volume by type, email delivery metrics, and estimated costs. Set up alerts for unexpected usage spikes.\n\n### Step 6: Execute Monthly Cost Review\nFollow the checklist: clean profiles, optimize events, manage email lists, and review plan vs actual usage.\n\nFor detailed implementation code and configurations, load the reference guide:\n`Read(${CLAUDE_SKILL_DIR}\u002Freferences\u002Fimplementation-guide.md)`\n\n## Cost Savings Estimates\n| Optimization | Typical Savings |\n|--------------|-----------------|\n| Profile cleanup | 10-30% |\n| Event deduplication | 5-15% |\n| Email list hygiene | 5-10% |\n| Sampling high-volume events | 10-20% |\n| Annual billing | 10-20% |\n\n## Error Handling\n| Issue | Solution |\n|-------|----------|\n| Accidental deletion | Customer.io has 30-day recovery |\n| Over-suppression | Track suppression reasons |\n| Usage spike | Set up usage alerts |\n\n## Resources\n- [Customer.io Pricing](https:\u002F\u002Fcustomer.io\u002Fpricing\u002F)\n- [Profile Management API](https:\u002F\u002Fcustomer.io\u002Fdocs\u002Fapi\u002Ftrack\u002F#operation\u002Fdestroy)\n\n## Next Steps\nAfter cost optimization, proceed to `customerio-reference-architecture` for architecture patterns.\n\n## Output\n\n- Configuration files or code changes applied to the project\n- Validation report confirming correct implementation\n- Summary of changes made and their rationale\n\nSee [optimization implementation details](${CLAUDE_SKILL_DIR}\u002Freferences\u002Fimplementation.md) for output format specifications.\n\n## Examples\n\n**Basic usage**: Apply customerio cost tuning to a standard project setup with default configuration options.\n\n**Advanced scenario**: Customize customerio cost tuning for production environments with multiple constraints and team-specific requirements.","# Customer.io Cost Tuning\n\n## Overview\nOptimize Customer.io costs by managing profiles, reducing unnecessary operations, implementing event sampling, and right-sizing your usage.\n\n## Prerequisites\n- Access to Customer.io billing dashboard\n- Understanding of pricing model (profiles, emails, SMS)\n- API access for usage analysis\n\n## Instructions\n\n### Step 1: Audit Profiles\nRun profile audits to identify inactive users (30\u002F90+ days), profiles without email, and suppressed users. Remove or archive profiles that aren't receiving value.\n\n### Step 2: Suppress and Delete Inactive Users\nUse dry-run mode first to preview impact. Suppress users who haven't engaged, and fully delete profiles to remove from billing.\n\n### Step 3: Implement Event Deduplication\nUse LRU cache to deduplicate identical events within a time window. Configure skip lists for low-value events and sampling rates for high-volume events.\n\n### Step 4: Optimize Email Costs\nSkip marketing emails for users inactive 6+ months. Consolidate notification emails with batching windows. Suppress after 3+ bounces.\n\n### Step 5: Build Usage Monitoring\nTrack profile growth, event volume by type, email delivery metrics, and estimated costs. Set up alerts for unexpected usage spikes.\n\n### Step 6: Execute Monthly Cost Review\nFollow the checklist: clean profiles, optimize events, manage email lists, and review plan vs actual usage.\n\nFor detailed implementation code and configurations, load the reference guide:\n`Read(${CLAUDE_SKILL_DIR}\u002Freferences\u002Fimplementation-guide.md)`\n\n## Cost Savings Estimates\n| Optimization | Typical Savings |\n|--------------|-----------------|\n| Profile cleanup | 10-30% |\n| Event deduplication | 5-15% |\n| Email list hygiene | 5-10% |\n| Sampling high-volume events | 10-20% |\n| Annual billing | 10-20% |\n\n## Error Handling\n| Issue | Solution |\n|-------|----------|\n| Accidental deletion | Customer.io has 30-day recovery |\n| Over-suppression | Track suppression reasons |\n| Usage spike | Set up usage alerts |\n\n## Resources\n- [Customer.io Pricing](https:\u002F\u002Fcustomer.io\u002Fpricing\u002F)\n- [Profile Management API](https:\u002F\u002Fcustomer.io\u002Fdocs\u002Fapi\u002Ftrack\u002F#operation\u002Fdestroy)\n\n## Next Steps\nAfter cost optimization, proceed to `customerio-reference-architecture` for architecture patterns.\n\n## Output\n\n- Configuration files or code changes applied to the project\n- Validation report confirming correct implementation\n- Summary of changes made and their rationale\n\nSee [optimization implementation details](${CLAUDE_SKILL_DIR}\u002Freferences\u002Fimplementation.md) for output format specifications.\n\n## Examples\n\n**Basic usage**: Apply customerio cost tuning to a standard project setup with default configuration options.\n\n**Advanced scenario**: Customize customerio cost tuning for production environments with multiple constraints and team-specific requirements.",{"name":5,"author":43,"license":14,"version":44,"description":45,"allowed-tools":46,"compatible-with":47},"Jeremy Longshore \u003Cjeremy@intentsolutions.io>","1.0.0","Optimize Customer.io costs and usage.\nUse when reducing expenses, optimizing usage,\nor right-sizing your Customer.io plan.\nTrigger with phrases like \"customer.io cost\", \"reduce customer.io spend\",\n\"customer.io billing\", \"customer.io pricing\".\n","Read, Write, Edit, Bash(gh:*), Bash(curl:*)","claude-code, codex, openclaw","master","3f5d983eb4ef375b749adcd6b07ec03bd82ae8a8","claude-code\u002Fplugins-plus-skills\u002Fplugins\u002Fsaas-packs\u002Fcustomerio-pack\u002Fskills\u002Fcustomerio-cost-tuning",0,"https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills","https:\u002F\u002Fgithub.com\u002Fmicsapp","2026-03-20 11:24:18",{"source":8,"skillName":5,"commands":56,"prompt":66,"zipAvailable":67},[57,60,63],{"tool":58,"command":59},"npx","npx skills add micsapp\u002Fmicstec-skills --skill customerio-cost-tuning",{"tool":61,"command":62},"bunx","bunx skills add micsapp\u002Fmicstec-skills --skill customerio-cost-tuning",{"tool":64,"command":65},"pnpm","pnpm dlx skills add micsapp\u002Fmicstec-skills --skill customerio-cost-tuning","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fclaude-code\u002Fplugins-plus-skills\u002Fplugins\u002Fsaas-packs\u002Fcustomerio-pack\u002Fskills\u002Fcustomerio-cost-tuning\u002FSKILL.md",true,[69,75],{"path":70,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":73,"sourceHtmlUrl":74},"references\u002Fimplementation-guide.md","REFERENCE","参考文档",6880,"https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fclaude-code\u002Fplugins-plus-skills\u002Fplugins\u002Fsaas-packs\u002Fcustomerio-pack\u002Fskills\u002Fcustomerio-cost-tuning\u002Freferences\u002Fimplementation-guide.md",{"path":76,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":77,"sourceHtmlUrl":78},"references\u002Fimplementation.md",3752,"https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fclaude-code\u002Fplugins-plus-skills\u002Fplugins\u002Fsaas-packs\u002Fcustomerio-pack\u002Fskills\u002Fcustomerio-cost-tuning\u002Freferences\u002Fimplementation.md",[80,117,146,166,186,211],{"skillNo":81,"name":82,"nameZh":6,"description":83,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":84,"categories":85,"keywords":96,"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",[86,91],{"categoryNo":87,"categoryName":88,"taxonomyType":89,"taxonomyTypeDesc":90},"01JBSEEDCAT000000000000010","后端与接口","SCENARIO","使用场景",{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116],"architecture","azure","azure apim architecture","component","authentication","gateway","topology","Optimization","network","api","team","environment","multi-environment","workspaces","instances","selection","strategies","azure api management","mode","for",{"skillNo":118,"name":119,"nameZh":6,"description":120,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":121,"categories":122,"keywords":131,"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",[123,124,127,130],{"categoryNo":87,"categoryName":88,"taxonomyType":89,"taxonomyTypeDesc":90},{"categoryNo":125,"categoryName":126,"taxonomyType":89,"taxonomyTypeDesc":90},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":128,"categoryName":129,"taxonomyType":89,"taxonomyTypeDesc":90},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},[132,133,134,135,98,136,35,137,138,139,140,141,106,107,113,142,143,114,144,145],"deployment","apiops deployment","workflows","azure devops","infrastructure","infrastructure as code","actions","ci","github actions","github-actions","as","guides","CI\u002FCD","implementing",{"skillNo":147,"name":148,"nameZh":6,"description":149,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":150,"categories":151,"keywords":153,"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",[152],{"categoryNo":87,"categoryName":88,"taxonomyType":89,"taxonomyTypeDesc":90},[154,155,156,157,98,101,106,107,158,21,159,160,161,162,163,114,164,165,145,116],"policy","authoring","apim policy authoring","security","access","ready","api security","Access Control","error","processing","cors configuration","production-ready",{"skillNo":167,"name":168,"nameZh":6,"description":169,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":170,"categories":171,"keywords":174,"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",[172,173],{"categoryNo":87,"categoryName":88,"taxonomyType":89,"taxonomyTypeDesc":90},{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},[175,157,176,106,160,177,98,132,178,179,180,181,107,182,114,183,184,185,115,116],"review","security review","api security review","benchmark","verification","owasp","owasp-api","alignment","azure security","reviews","top",{"skillNo":187,"name":188,"nameZh":6,"description":189,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":190,"categories":191,"keywords":192,"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",[],[193,194,195,134,196,197,198,199,106,200,201,202,203,204,205,206,207,208,209,210],"cli","jira","jira cli","init","tasks","create","issues","common","work","command","edit","list","view","project","project work","token","line","sprints",{"skillNo":212,"name":213,"nameZh":6,"description":214,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":215,"categories":216,"keywords":217,"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",[],[213,218,219,220,221,222,223,21,224,225],"npm","js","calculate","node","math","user","compute","errors"]