[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6MSV8DTMARTXWWTFJZ6DVMQ":3,"skill-same:01M6MSV8DTMARTXWWTFJZ6DVMQ":131},{"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":43,"commitSha":44,"skillDirectory":45,"forksCount":46,"repositoryHtmlUrl":47,"repositoryHomepageUrl":6,"ownerHtmlUrl":48,"ownerBlogUrl":6,"ownerDescription":49,"updatedAt":50,"install":51,"resources":64},"01M6MSV8DTMARTXWWTFJZ6DVMQ","tech-stack-evaluator",null,"Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing migration paths, or analyzing ecosystem viability.","Kernel8901\u002Fai-agent-skills-classification","Kernel8901","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F72647553?v=4","01M6KV388J2H5PNC8D8P940BJD","01M6KV38CS5B3AY63RKZB410YM",7,"MIT","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002FDevOps与云计算\u002Ftech-stack-evaluator\u002FSKILL.md",[],[18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37],"stack","tech stack evaluator","tech","evaluator","migration","ecosystem health","ecosystem","with","comparison","technology","scoring","frameworks","assessment","cost","security assessment","use","health","analysis","analyzing","Evaluation","2026-11-10 10:12:30",false,"---\nname: tech-stack-evaluator\ndescription: Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing migration paths, or analyzing ecosystem viability.\n---\n\n# Technology Stack Evaluator\n\nEvaluate and compare technologies, frameworks, and cloud providers with data-driven analysis and actionable recommendations.\n\n## Table of Contents\n\n- [Capabilities](#capabilities)\n- [Quick Start](#quick-start)\n- [Input Formats](#input-formats)\n- [Analysis Types](#analysis-types)\n- [Scripts](#scripts)\n- [References](#references)\n\n---\n\n## Capabilities\n\n| Capability | Description |\n|------------|-------------|\n| Technology Comparison | Compare frameworks and libraries with weighted scoring |\n| TCO Analysis | Calculate 5-year total cost including hidden costs |\n| Ecosystem Health | Assess GitHub metrics, npm adoption, community strength |\n| Security Assessment | Evaluate vulnerabilities and compliance readiness |\n| Migration Analysis | Estimate effort, risks, and timeline for migrations |\n| Cloud Comparison | Compare AWS, Azure, GCP for specific workloads |\n\n---\n\n## Quick Start\n\n### Compare Two Technologies\n\n```\nCompare React vs Vue for a SaaS dashboard.\nPriorities: developer productivity (40%), ecosystem (30%), performance (30%).\n```\n\n### Calculate TCO\n\n```\nCalculate 5-year TCO for Next.js on Vercel.\nTeam: 8 developers. Hosting: $2500\u002Fmonth. Growth: 40%\u002Fyear.\n```\n\n### Assess Migration\n\n```\nEvaluate migrating from Angular.js to React.\nCodebase: 50,000 lines, 200 components. Team: 6 developers.\n```\n\n---\n\n## Input Formats\n\nThe evaluator accepts three input formats:\n\n**Text** - Natural language queries\n```\nCompare PostgreSQL vs MongoDB for our e-commerce platform.\n```\n\n**YAML** - Structured input for automation\n```yaml\ncomparison:\n  technologies: [\"React\", \"Vue\"]\n  use_case: \"SaaS dashboard\"\n  weights:\n    ecosystem: 30\n    performance: 25\n    developer_experience: 45\n```\n\n**JSON** - Programmatic integration\n```json\n{\n  \"technologies\": [\"React\", \"Vue\"],\n  \"use_case\": \"SaaS dashboard\"\n}\n```\n\n---\n\n## Analysis Types\n\n### Quick Comparison (200-300 tokens)\n- Weighted scores and recommendation\n- Top 3 decision factors\n- Confidence level\n\n### Standard Analysis (500-800 tokens)\n- Comparison matrix\n- TCO overview\n- Security summary\n\n### Full Report (1200-1500 tokens)\n- All metrics and calculations\n- Migration analysis\n- Detailed recommendations\n\n---\n\n## Scripts\n\n### stack_comparator.py\n\nCompare technologies with customizable weighted criteria.\n\n```bash\npython scripts\u002Fstack_comparator.py --help\n```\n\n### tco_calculator.py\n\nCalculate total cost of ownership over multi-year projections.\n\n```bash\npython scripts\u002Ftco_calculator.py --input assets\u002Fsample_input_tco.json\n```\n\n### ecosystem_analyzer.py\n\nAnalyze ecosystem health from GitHub, npm, and community metrics.\n\n```bash\npython scripts\u002Fecosystem_analyzer.py --technology react\n```\n\n### security_assessor.py\n\nEvaluate security posture and compliance readiness.\n\n```bash\npython scripts\u002Fsecurity_assessor.py --technology express --compliance soc2,gdpr\n```\n\n### migration_analyzer.py\n\nEstimate migration complexity, effort, and risks.\n\n```bash\npython scripts\u002Fmigration_analyzer.py --from angular-1.x --to react\n```\n\n---\n\n## References\n\n| Document | Content |\n|----------|---------|\n| `references\u002Fmetrics.md` | Detailed scoring algorithms and calculation formulas |\n| `references\u002Fexamples.md` | Input\u002Foutput examples for all analysis types |\n| `references\u002Fworkflows.md` | Step-by-step evaluation workflows |\n\n---\n\n## Confidence Levels\n\n| Level | Score | Interpretation |\n|-------|-------|----------------|\n| High | 80-100% | Clear winner, strong data |\n| Medium | 50-79% | Trade-offs present, moderate uncertainty |\n| Low | \u003C 50% | Close call, limited data |\n\n---\n\n## When to Use\n\n- Comparing frontend\u002Fbackend frameworks for new projects\n- Evaluating cloud providers for specific workloads\n- Planning technology migrations with risk assessment\n- Calculating build vs. buy decisions with TCO\n- Assessing open-source library viability\n\n## When NOT to Use\n\n- Trivial decisions between similar tools (use team preference)\n- Mandated technology choices (decision already made)\n- Emergency production issues (use monitoring tools)\n","# Technology Stack Evaluator\n\nEvaluate and compare technologies, frameworks, and cloud providers with data-driven analysis and actionable recommendations.\n\n## Table of Contents\n\n- [Capabilities](#capabilities)\n- [Quick Start](#quick-start)\n- [Input Formats](#input-formats)\n- [Analysis Types](#analysis-types)\n- [Scripts](#scripts)\n- [References](#references)\n\n---\n\n## Capabilities\n\n| Capability | Description |\n|------------|-------------|\n| Technology Comparison | Compare frameworks and libraries with weighted scoring |\n| TCO Analysis | Calculate 5-year total cost including hidden costs |\n| Ecosystem Health | Assess GitHub metrics, npm adoption, community strength |\n| Security Assessment | Evaluate vulnerabilities and compliance readiness |\n| Migration Analysis | Estimate effort, risks, and timeline for migrations |\n| Cloud Comparison | Compare AWS, Azure, GCP for specific workloads |\n\n---\n\n## Quick Start\n\n### Compare Two Technologies\n\n```\nCompare React vs Vue for a SaaS dashboard.\nPriorities: developer productivity (40%), ecosystem (30%), performance (30%).\n```\n\n### Calculate TCO\n\n```\nCalculate 5-year TCO for Next.js on Vercel.\nTeam: 8 developers. Hosting: $2500\u002Fmonth. Growth: 40%\u002Fyear.\n```\n\n### Assess Migration\n\n```\nEvaluate migrating from Angular.js to React.\nCodebase: 50,000 lines, 200 components. Team: 6 developers.\n```\n\n---\n\n## Input Formats\n\nThe evaluator accepts three input formats:\n\n**Text** - Natural language queries\n```\nCompare PostgreSQL vs MongoDB for our e-commerce platform.\n```\n\n**YAML** - Structured input for automation\n```yaml\ncomparison:\n  technologies: [\"React\", \"Vue\"]\n  use_case: \"SaaS dashboard\"\n  weights:\n    ecosystem: 30\n    performance: 25\n    developer_experience: 45\n```\n\n**JSON** - Programmatic integration\n```json\n{\n  \"technologies\": [\"React\", \"Vue\"],\n  \"use_case\": \"SaaS dashboard\"\n}\n```\n\n---\n\n## Analysis Types\n\n### Quick Comparison (200-300 tokens)\n- Weighted scores and recommendation\n- Top 3 decision factors\n- Confidence level\n\n### Standard Analysis (500-800 tokens)\n- Comparison matrix\n- TCO overview\n- Security summary\n\n### Full Report (1200-1500 tokens)\n- All metrics and calculations\n- Migration analysis\n- Detailed recommendations\n\n---\n\n## Scripts\n\n### stack_comparator.py\n\nCompare technologies with customizable weighted criteria.\n\n```bash\npython scripts\u002Fstack_comparator.py --help\n```\n\n### tco_calculator.py\n\nCalculate total cost of ownership over multi-year projections.\n\n```bash\npython scripts\u002Ftco_calculator.py --input assets\u002Fsample_input_tco.json\n```\n\n### ecosystem_analyzer.py\n\nAnalyze ecosystem health from GitHub, npm, and community metrics.\n\n```bash\npython scripts\u002Fecosystem_analyzer.py --technology react\n```\n\n### security_assessor.py\n\nEvaluate security posture and compliance readiness.\n\n```bash\npython scripts\u002Fsecurity_assessor.py --technology express --compliance soc2,gdpr\n```\n\n### migration_analyzer.py\n\nEstimate migration complexity, effort, and risks.\n\n```bash\npython scripts\u002Fmigration_analyzer.py --from angular-1.x --to react\n```\n\n---\n\n## References\n\n| Document | Content |\n|----------|---------|\n| `references\u002Fmetrics.md` | Detailed scoring algorithms and calculation formulas |\n| `references\u002Fexamples.md` | Input\u002Foutput examples for all analysis types |\n| `references\u002Fworkflows.md` | Step-by-step evaluation workflows |\n\n---\n\n## Confidence Levels\n\n| Level | Score | Interpretation |\n|-------|-------|----------------|\n| High | 80-100% | Clear winner, strong data |\n| Medium | 50-79% | Trade-offs present, moderate uncertainty |\n| Low | \u003C 50% | Close call, limited data |\n\n---\n\n## When to Use\n\n- Comparing frontend\u002Fbackend frameworks for new projects\n- Evaluating cloud providers for specific workloads\n- Planning technology migrations with risk assessment\n- Calculating build vs. buy decisions with TCO\n- Assessing open-source library viability\n\n## When NOT to Use\n\n- Trivial decisions between similar tools (use team preference)\n- Mandated technology choices (decision already made)\n- Emergency production issues (use monitoring 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