[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6H6N79AS0045FXCYFWNT52C":3,"skill-same:01M6H6N79AS0045FXCYFWNT52C":80},{"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":43,"linkOnly":44,"markdownContent":45,"markdownBody":46,"frontMatter":47,"refName":53,"commitSha":54,"skillDirectory":55,"forksCount":56,"repositoryHtmlUrl":57,"repositoryHomepageUrl":6,"ownerHtmlUrl":58,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":59,"install":60,"resources":73},"01M6H6N79AS0045FXCYFWNT52C","gamma-cost-tuning",null,"Optimize Gamma usage costs and manage API spending.\nUse when reducing API costs, implementing usage quotas,\nor planning for scale with budget constraints.\nTrigger with phrases like \"gamma cost\", \"gamma billing\",\n\"gamma budget\", \"gamma expensive\", \"gamma 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\u002Fgamma-pack\u002Fskills\u002Fgamma-cost-tuning\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000040","财务","PROFESSION","适用职业",[23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42],"tuning","gamma cost tuning","cost","gamma","optimize","for","implementing","spending","usage","with","billing","trigger","io","codex","manage","use","api","planning","code","pricing","2026-11-10 10:12:30",false,"---\nname: gamma-cost-tuning\ndescription: |\n  Optimize Gamma usage costs and manage API spending.\n  Use when reducing API costs, implementing usage quotas,\n  or planning for scale with budget constraints.\n  Trigger with phrases like \"gamma cost\", \"gamma billing\",\n  \"gamma budget\", \"gamma expensive\", \"gamma pricing\".\nallowed-tools: Read, Write, Edit\nversion: 1.0.0\nlicense: MIT\nauthor: Jeremy Longshore \u003Cjeremy@intentsolutions.io>\ncompatible-with: claude-code, codex, openclaw\n---\n# Gamma Cost Tuning\n\n## Contents\n- [Overview](#overview)\n- [Prerequisites](#prerequisites)\n- [Instructions](#instructions)\n- [Output](#output)\n- [Error Handling](#error-handling)\n- [Examples](#examples)\n- [Resources](#resources)\n\n## Overview\nOptimize Gamma API usage to minimize costs through usage monitoring, quotas, caching, and smart AI generation patterns.\n\n## Prerequisites\n- Active Gamma subscription\n- Access to usage dashboard\n- Understanding of pricing tiers\n\n## Instructions\n\n### Step 1: Implement Usage Monitoring\nTrack daily usage by operation type (presentations, generations, exports, API calls). Alert at 80% of plan limits.\n\n### Step 2: Configure Per-User Quotas\nSet quotas per user with auto-reset. Check quotas before API calls and decrement on success.\n\n### Step 3: Optimize AI Generation\nUse templates with targeted AI generation only for slides that need it, rather than full AI generation for every slide.\n\n### Step 4: Add Response Caching\nUse Redis with 1-hour TTL to eliminate redundant API calls for repeated data.\n\n### Step 5: Batch Operations\nReplace individual API calls with batch operations. Queue non-urgent work for off-peak processing.\n\n### Step 6: Set Budget Alerts\nConfigure threshold alerts at 50%, 75%, 90%, and 100% of monthly budget. Auto-disable non-critical features at budget cap.\n\nSee [detailed implementation](${CLAUDE_SKILL_DIR}\u002Freferences\u002Fimplementation.md) for advanced patterns.\n\n## Output\n- Usage monitoring with alerts\n- Per-user quota system\n- Optimized AI generation patterns\n- Caching layer for API calls\n- Budget management with auto-cutoff\n\n## Error Handling\n| Issue | Cause | Solution |\n|-------|-------|----------|\n| Quota exceeded | Heavy usage | Increase quota or throttle |\n| Budget overrun | No alerts set | Configure threshold alerts |\n| Cache stale data | Long TTL | Reduce TTL or add invalidation |\n\n## Examples\n\n### Gamma Pricing Reference\n| Resource | Free | Pro | Team | Enterprise |\n|----------|------|-----|------|------------|\n| Presentations\u002Fmo | 10 | 100 | 500 | Custom |\n| AI generations | 5 | 50 | 200 | Unlimited |\n| Exports\u002Fmo | 10 | 100 | 500 | Unlimited |\n\n### Cost Reduction Strategies\n| Strategy | Savings | Implementation |\n|----------|---------|----------------|\n| Caching | 30-50% | Redis\u002Fin-memory cache |\n| Batching | 20-40% | Batch API calls |\n| Templates | 40-60% | Reduce AI usage |\n| Off-peak | 10-20% | Queue for low-cost periods |\n\n## Resources\n- [Gamma Pricing](https:\u002F\u002Fgamma.app\u002Fpricing)\n- [Gamma Usage Dashboard](https:\u002F\u002Fgamma.app\u002Fdashboard\u002Fusage)","# Gamma Cost Tuning\n\n## Contents\n- [Overview](#overview)\n- [Prerequisites](#prerequisites)\n- [Instructions](#instructions)\n- [Output](#output)\n- [Error Handling](#error-handling)\n- [Examples](#examples)\n- [Resources](#resources)\n\n## Overview\nOptimize Gamma API usage to minimize costs through usage monitoring, quotas, caching, and smart AI generation patterns.\n\n## Prerequisites\n- Active Gamma subscription\n- Access to usage dashboard\n- Understanding of pricing tiers\n\n## Instructions\n\n### Step 1: Implement Usage Monitoring\nTrack daily usage by operation type (presentations, generations, exports, API calls). Alert at 80% of plan limits.\n\n### Step 2: Configure Per-User Quotas\nSet quotas per user with auto-reset. Check quotas before API calls and decrement on success.\n\n### Step 3: Optimize AI Generation\nUse templates with targeted AI generation only for slides that need it, rather than full AI generation for every slide.\n\n### Step 4: Add Response Caching\nUse Redis with 1-hour TTL to eliminate redundant API calls for repeated data.\n\n### Step 5: Batch Operations\nReplace individual API calls with batch operations. Queue non-urgent work for off-peak processing.\n\n### Step 6: Set Budget Alerts\nConfigure threshold alerts at 50%, 75%, 90%, and 100% of monthly budget. Auto-disable non-critical features at budget cap.\n\nSee [detailed implementation](${CLAUDE_SKILL_DIR}\u002Freferences\u002Fimplementation.md) for advanced patterns.\n\n## Output\n- Usage monitoring with alerts\n- Per-user quota system\n- Optimized AI generation patterns\n- Caching layer for API calls\n- Budget management with auto-cutoff\n\n## Error Handling\n| Issue | Cause | Solution |\n|-------|-------|----------|\n| Quota exceeded | Heavy usage | Increase quota or throttle |\n| Budget overrun | No alerts set | Configure threshold alerts |\n| Cache stale data | Long TTL | Reduce TTL or add invalidation |\n\n## Examples\n\n### Gamma Pricing Reference\n| Resource | Free | Pro | Team | Enterprise |\n|----------|------|-----|------|------------|\n| Presentations\u002Fmo | 10 | 100 | 500 | Custom |\n| AI generations | 5 | 50 | 200 | Unlimited |\n| Exports\u002Fmo | 10 | 100 | 500 | Unlimited |\n\n### Cost Reduction Strategies\n| Strategy | Savings | Implementation |\n|----------|---------|----------------|\n| Caching | 30-50% | Redis\u002Fin-memory cache |\n| Batching | 20-40% | Batch API calls |\n| Templates | 40-60% | Reduce AI usage |\n| Off-peak | 10-20% | Queue for low-cost periods |\n\n## Resources\n- [Gamma Pricing](https:\u002F\u002Fgamma.app\u002Fpricing)\n- [Gamma Usage Dashboard](https:\u002F\u002Fgamma.app\u002Fdashboard\u002Fusage)",{"name":5,"author":48,"license":14,"version":49,"description":50,"allowed-tools":51,"compatible-with":52},"Jeremy Longshore \u003Cjeremy@intentsolutions.io>","1.0.0","Optimize Gamma usage costs and manage API spending.\nUse when reducing API costs, implementing usage quotas,\nor planning for scale with budget constraints.\nTrigger with phrases like \"gamma cost\", \"gamma billing\",\n\"gamma budget\", \"gamma expensive\", \"gamma pricing\".\n","Read, Write, Edit","claude-code, codex, openclaw","master","3f5d983eb4ef375b749adcd6b07ec03bd82ae8a8","claude-code\u002Fplugins-plus-skills\u002Fplugins\u002Fsaas-packs\u002Fgamma-pack\u002Fskills\u002Fgamma-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":61,"prompt":71,"zipAvailable":72},[62,65,68],{"tool":63,"command":64},"npx","npx skills add micsapp\u002Fmicstec-skills --skill gamma-cost-tuning",{"tool":66,"command":67},"bunx","bunx skills add micsapp\u002Fmicstec-skills --skill gamma-cost-tuning",{"tool":69,"command":70},"pnpm","pnpm dlx skills add micsapp\u002Fmicstec-skills --skill gamma-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\u002Fgamma-pack\u002Fskills\u002Fgamma-cost-tuning\u002FSKILL.md",true,[74],{"path":75,"resourceType":76,"resourceTypeDesc":77,"sizeBytes":78,"sourceHtmlUrl":79},"references\u002Fimplementation.md","REFERENCE","参考文档",3101,"https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fclaude-code\u002Fplugins-plus-skills\u002Fplugins\u002Fsaas-packs\u002Fgamma-pack\u002Fskills\u002Fgamma-cost-tuning\u002Freferences\u002Fimplementation.md",[81,114,142,162,182,207],{"skillNo":82,"name":83,"nameZh":6,"description":84,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":85,"categories":86,"keywords":95,"publishedAt":43},"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",[87,92],{"categoryNo":88,"categoryName":89,"taxonomyType":90,"taxonomyTypeDesc":91},"01JBSEEDCAT000000000000010","后端与接口","SCENARIO","使用场景",{"categoryNo":93,"categoryName":94,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000030","开发工程师",[96,97,98,99,100,101,102,103,104,39,105,106,107,108,109,110,111,112,113,28],"architecture","azure","azure apim architecture","component","authentication","gateway","topology","Optimization","network","team","environment","multi-environment","workspaces","instances","selection","strategies","azure api management","mode",{"skillNo":115,"name":116,"nameZh":6,"description":117,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":118,"categories":119,"keywords":128,"publishedAt":43},"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",[120,121,124,127],{"categoryNo":88,"categoryName":89,"taxonomyType":90,"taxonomyTypeDesc":91},{"categoryNo":122,"categoryName":123,"taxonomyType":90,"taxonomyTypeDesc":91},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":125,"categoryName":126,"taxonomyType":90,"taxonomyTypeDesc":91},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":93,"categoryName":94,"taxonomyType":20,"taxonomyTypeDesc":21},[129,130,131,132,97,133,41,134,135,136,137,138,39,105,111,139,140,112,141,29],"deployment","apiops deployment","workflows","azure devops","infrastructure","infrastructure as code","actions","ci","github actions","github-actions","as","guides","CI\u002FCD",{"skillNo":143,"name":144,"nameZh":6,"description":145,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":146,"categories":147,"keywords":149,"publishedAt":43},"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",[148],{"categoryNo":88,"categoryName":89,"taxonomyType":90,"taxonomyTypeDesc":91},[150,151,152,153,97,100,39,105,154,38,155,156,157,158,159,112,160,161,29,28],"policy","authoring","apim policy authoring","security","access","ready","api security","Access Control","error","processing","cors configuration","production-ready",{"skillNo":163,"name":164,"nameZh":6,"description":165,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":166,"categories":167,"keywords":170,"publishedAt":43},"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",[168,169],{"categoryNo":88,"categoryName":89,"taxonomyType":90,"taxonomyTypeDesc":91},{"categoryNo":93,"categoryName":94,"taxonomyType":20,"taxonomyTypeDesc":21},[171,153,172,39,156,173,97,129,174,175,176,177,105,178,112,179,180,181,113,28],"review","security review","api security review","benchmark","verification","owasp","owasp-api","alignment","azure security","reviews","top",{"skillNo":183,"name":184,"nameZh":6,"description":185,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":186,"categories":187,"keywords":188,"publishedAt":43},"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",[],[189,190,191,131,192,193,194,195,39,196,197,198,199,200,201,202,203,204,205,206],"cli","jira","jira cli","init","tasks","create","issues","common","work","command","edit","list","view","project","project work","token","line","sprints",{"skillNo":208,"name":209,"nameZh":6,"description":210,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":211,"categories":212,"keywords":213,"publishedAt":43},"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",[],[209,214,215,216,217,218,219,38,220,221],"npm","js","calculate","node","math","user","compute","errors"]