[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6H91HHTAR97SJ50Z2TAXB2Z":3,"skill-same:01M6H91HHTAR97SJ50Z2TAXB2Z":75},{"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},"01M6H91HHTAR97SJ50Z2TAXB2Z","speak-observability",null,"Set up comprehensive observability for Speak integrations with metrics, traces, and alerts.\nUse when implementing monitoring for Speak operations, setting up dashboards,\nor configuring alerting for language learning feature health.\nTrigger with phrases like \"speak monitoring\", \"speak metrics\",\n\"speak observability\", \"monitor speak\", \"speak alerts\", \"speak tracing\".","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\u002Fspeak-pack\u002Fskills\u002Fspeak-observability\u002FSKILL.md",[],[18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37],"observability","speak observability","speak","use","for","implementing","with","trigger","io","feature","language learning","up","monitor","integrations","learning","health","SET","monitoring","alerting","code","2026-11-10 10:12:30",false,"---\nname: speak-observability\ndescription: |\n  Set up comprehensive observability for Speak integrations with metrics, traces, and alerts.\n  Use when implementing monitoring for Speak operations, setting up dashboards,\n  or configuring alerting for language learning feature health.\n  Trigger with phrases like \"speak monitoring\", \"speak metrics\",\n  \"speak observability\", \"monitor speak\", \"speak alerts\", \"speak tracing\".\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# Speak Observability\n\n## Overview\nSet up comprehensive observability for Speak language learning integrations.\n\n## Prerequisites\n- Prometheus or compatible metrics backend\n- OpenTelemetry SDK installed\n- Grafana or similar dashboarding tool\n- AlertManager configured\n\n## Instructions\n1. **Key Metrics for Language Learning**\n2. **Prometheus Metrics Implementation**\n3. **Instrumented Speak Client**\n4. **Distributed Tracing**\n5. **Structured Logging**\n6. **Alert Configuration**\n7. **Grafana Dashboard**\n\nFor full implementation details, load: `Read(${CLAUDE_SKILL_DIR}\u002Freferences\u002Fimplementation-guide.md)`\n\n## Output\n- Business and technical metrics\n- Distributed tracing configured\n- Structured logging implemented\n- Alert rules deployed\n- Grafana dashboard ready\n\n## Error Handling\n| Issue | Cause | Solution |\n|-------|-------|----------|\n| Missing metrics | No instrumentation | Wrap client calls |\n| Trace gaps | Missing propagation | Check context headers |\n| Alert storms | Wrong thresholds | Tune alert rules |\n| High cardinality | Too many labels | Reduce label values |\n\n## Examples\n### Quick Metrics Endpoint\n```typescript\napp.get('\u002Fmetrics', async (req, res) => {\n  res.set('Content-Type', registry.contentType);\n  res.send(await registry.metrics());\n});\n```\n\n## Resources\n- [Prometheus Best Practices](https:\u002F\u002Fprometheus.io\u002Fdocs\u002Fpractices\u002Fnaming\u002F)\n- [OpenTelemetry Documentation](https:\u002F\u002Fopentelemetry.io\u002Fdocs\u002F)\n- [Speak Observability Guide](https:\u002F\u002Fdeveloper.speak.com\u002Fdocs\u002Fobservability)\n\n## Next Steps\nFor incident response, see `speak-incident-runbook`.","# Speak Observability\n\n## Overview\nSet up comprehensive observability for Speak language learning integrations.\n\n## Prerequisites\n- Prometheus or compatible metrics backend\n- OpenTelemetry SDK installed\n- Grafana or similar dashboarding tool\n- AlertManager configured\n\n## Instructions\n1. **Key Metrics for Language Learning**\n2. **Prometheus Metrics Implementation**\n3. **Instrumented Speak Client**\n4. **Distributed Tracing**\n5. **Structured Logging**\n6. **Alert Configuration**\n7. **Grafana Dashboard**\n\nFor full implementation details, load: `Read(${CLAUDE_SKILL_DIR}\u002Freferences\u002Fimplementation-guide.md)`\n\n## Output\n- Business and technical metrics\n- Distributed tracing configured\n- Structured logging implemented\n- Alert rules deployed\n- Grafana dashboard ready\n\n## Error Handling\n| Issue | Cause | Solution |\n|-------|-------|----------|\n| Missing metrics | No instrumentation | Wrap client calls |\n| Trace gaps | Missing propagation | Check context headers |\n| Alert storms | Wrong thresholds | Tune alert rules |\n| High cardinality | Too many labels | Reduce label values |\n\n## Examples\n### Quick Metrics Endpoint\n```typescript\napp.get('\u002Fmetrics', async (req, res) => {\n  res.set('Content-Type', registry.contentType);\n  res.send(await registry.metrics());\n});\n```\n\n## Resources\n- [Prometheus Best Practices](https:\u002F\u002Fprometheus.io\u002Fdocs\u002Fpractices\u002Fnaming\u002F)\n- [OpenTelemetry Documentation](https:\u002F\u002Fopentelemetry.io\u002Fdocs\u002F)\n- [Speak Observability Guide](https:\u002F\u002Fdeveloper.speak.com\u002Fdocs\u002Fobservability)\n\n## Next Steps\nFor incident response, see `speak-incident-runbook`.",{"name":5,"author":43,"license":14,"version":44,"description":45,"allowed-tools":46,"compatible-with":47},"Jeremy Longshore \u003Cjeremy@intentsolutions.io>","1.0.0","Set up comprehensive observability for Speak integrations with metrics, traces, and alerts.\nUse when implementing monitoring for Speak operations, setting up dashboards,\nor configuring alerting for language learning feature health.\nTrigger with phrases like \"speak monitoring\", \"speak metrics\",\n\"speak observability\", \"monitor speak\", \"speak alerts\", \"speak tracing\".\n","Read, Write, Edit","claude-code, codex, openclaw","master","3f5d983eb4ef375b749adcd6b07ec03bd82ae8a8","claude-code\u002Fplugins-plus-skills\u002Fplugins\u002Fsaas-packs\u002Fspeak-pack\u002Fskills\u002Fspeak-observability",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 speak-observability",{"tool":61,"command":62},"bunx","bunx skills add micsapp\u002Fmicstec-skills --skill speak-observability",{"tool":64,"command":65},"pnpm","pnpm dlx skills add micsapp\u002Fmicstec-skills --skill speak-observability","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\u002Fspeak-pack\u002Fskills\u002Fspeak-observability\u002FSKILL.md",true,[69],{"path":70,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":73,"sourceHtmlUrl":74},"references\u002Fimplementation-guide.md","REFERENCE","参考文档",10108,"https:\u002F\u002Fgithub.com\u002Fmicsapp\u002Fmicstec-skills\u002Fblob\u002Fmaster\u002Fclaude-code\u002Fplugins-plus-skills\u002Fplugins\u002Fsaas-packs\u002Fspeak-pack\u002Fskills\u002Fspeak-observability\u002Freferences\u002Fimplementation-guide.md",[76,112,140,160,180,205],{"skillNo":77,"name":78,"nameZh":6,"description":79,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":80,"categories":81,"keywords":92,"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",[82,87],{"categoryNo":83,"categoryName":84,"taxonomyType":85,"taxonomyTypeDesc":86},"01JBSEEDCAT000000000000010","后端与接口","SCENARIO","使用场景",{"categoryNo":88,"categoryName":89,"taxonomyType":90,"taxonomyTypeDesc":91},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,22],"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":113,"name":114,"nameZh":6,"description":115,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":116,"categories":117,"keywords":126,"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",[118,119,122,125],{"categoryNo":83,"categoryName":84,"taxonomyType":85,"taxonomyTypeDesc":86},{"categoryNo":120,"categoryName":121,"taxonomyType":85,"taxonomyTypeDesc":86},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":123,"categoryName":124,"taxonomyType":85,"taxonomyTypeDesc":86},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":88,"categoryName":89,"taxonomyType":90,"taxonomyTypeDesc":91},[127,128,129,130,94,131,37,132,133,134,135,136,102,103,109,137,138,110,139,23],"deployment","apiops deployment","workflows","azure devops","infrastructure","infrastructure as code","actions","ci","github actions","github-actions","as","guides","CI\u002FCD",{"skillNo":141,"name":142,"nameZh":6,"description":143,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":144,"categories":145,"keywords":147,"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",[146],{"categoryNo":83,"categoryName":84,"taxonomyType":85,"taxonomyTypeDesc":86},[148,149,150,151,94,97,102,103,152,21,153,154,155,156,157,110,158,159,23,22],"policy","authoring","apim policy authoring","security","access","ready","api security","Access Control","error","processing","cors configuration","production-ready",{"skillNo":161,"name":162,"nameZh":6,"description":163,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":164,"categories":165,"keywords":168,"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",[166,167],{"categoryNo":83,"categoryName":84,"taxonomyType":85,"taxonomyTypeDesc":86},{"categoryNo":88,"categoryName":89,"taxonomyType":90,"taxonomyTypeDesc":91},[169,151,170,102,154,171,94,127,172,173,174,175,103,176,110,177,178,179,111,22],"review","security review","api security review","benchmark","verification","owasp","owasp-api","alignment","azure security","reviews","top",{"skillNo":181,"name":182,"nameZh":6,"description":183,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":184,"categories":185,"keywords":186,"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",[],[187,188,189,129,190,191,192,193,102,194,195,196,197,198,199,200,201,202,203,204],"cli","jira","jira cli","init","tasks","create","issues","common","work","command","edit","list","view","project","project work","token","line","sprints",{"skillNo":206,"name":207,"nameZh":6,"description":208,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":209,"categories":210,"keywords":211,"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",[],[207,212,213,214,215,216,217,21,218,219],"npm","js","calculate","node","math","user","compute","errors"]