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    "sections": [
      {
        "title": "Technology Stack Evaluator",
        "body": "Evaluate and compare technologies, frameworks, and cloud providers with data-driven analysis and actionable recommendations."
      },
      {
        "title": "Table of Contents",
        "body": "Capabilities\nQuick Start\nInput Formats\nAnalysis Types\nScripts\nReferences"
      },
      {
        "title": "Capabilities",
        "body": "CapabilityDescriptionTechnology ComparisonCompare frameworks and libraries with weighted scoringTCO AnalysisCalculate 5-year total cost including hidden costsEcosystem HealthAssess GitHub metrics, npm adoption, community strengthSecurity AssessmentEvaluate vulnerabilities and compliance readinessMigration AnalysisEstimate effort, risks, and timeline for migrationsCloud ComparisonCompare AWS, Azure, GCP for specific workloads"
      },
      {
        "title": "Compare Two Technologies",
        "body": "Compare React vs Vue for a SaaS dashboard.\nPriorities: developer productivity (40%), ecosystem (30%), performance (30%)."
      },
      {
        "title": "Calculate TCO",
        "body": "Calculate 5-year TCO for Next.js on Vercel.\nTeam: 8 developers. Hosting: $2500/month. Growth: 40%/year."
      },
      {
        "title": "Assess Migration",
        "body": "Evaluate migrating from Angular.js to React.\nCodebase: 50,000 lines, 200 components. Team: 6 developers."
      },
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        "title": "Input Formats",
        "body": "The evaluator accepts three input formats:\n\nText - Natural language queries\n\nCompare PostgreSQL vs MongoDB for our e-commerce platform.\n\nYAML - Structured input for automation\n\ncomparison:\n  technologies: [\"React\", \"Vue\"]\n  use_case: \"SaaS dashboard\"\n  weights:\n    ecosystem: 30\n    performance: 25\n    developer_experience: 45\n\nJSON - Programmatic integration\n\n{\n  \"technologies\": [\"React\", \"Vue\"],\n  \"use_case\": \"SaaS dashboard\"\n}"
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        "title": "Quick Comparison (200-300 tokens)",
        "body": "Weighted scores and recommendation\nTop 3 decision factors\nConfidence level"
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        "body": "Comparison matrix\nTCO overview\nSecurity summary"
      },
      {
        "title": "Full Report (1200-1500 tokens)",
        "body": "All metrics and calculations\nMigration analysis\nDetailed recommendations"
      },
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        "title": "stack_comparator.py",
        "body": "Compare technologies with customizable weighted criteria.\n\npython scripts/stack_comparator.py --help"
      },
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        "title": "tco_calculator.py",
        "body": "Calculate total cost of ownership over multi-year projections.\n\npython scripts/tco_calculator.py --input assets/sample_input_tco.json"
      },
      {
        "title": "ecosystem_analyzer.py",
        "body": "Analyze ecosystem health from GitHub, npm, and community metrics.\n\npython scripts/ecosystem_analyzer.py --technology react"
      },
      {
        "title": "security_assessor.py",
        "body": "Evaluate security posture and compliance readiness.\n\npython scripts/security_assessor.py --technology express --compliance soc2,gdpr"
      },
      {
        "title": "migration_analyzer.py",
        "body": "Estimate migration complexity, effort, and risks.\n\npython scripts/migration_analyzer.py --from angular-1.x --to react"
      },
      {
        "title": "References",
        "body": "DocumentContentreferences/metrics.mdDetailed scoring algorithms and calculation formulasreferences/examples.mdInput/output examples for all analysis typesreferences/workflows.mdStep-by-step evaluation workflows"
      },
      {
        "title": "Confidence Levels",
        "body": "LevelScoreInterpretationHigh80-100%Clear winner, strong dataMedium50-79%Trade-offs present, moderate uncertaintyLow< 50%Close call, limited data"
      },
      {
        "title": "When to Use",
        "body": "Comparing frontend/backend frameworks for new projects\nEvaluating cloud providers for specific workloads\nPlanning technology migrations with risk assessment\nCalculating build vs. buy decisions with TCO\nAssessing open-source library viability"
      },
      {
        "title": "When NOT to Use",
        "body": "Trivial decisions between similar tools (use team preference)\nMandated technology choices (decision already made)\nEmergency production issues (use monitoring tools)"
      }
    ],
    "body": "Technology Stack Evaluator\n\nEvaluate and compare technologies, frameworks, and cloud providers with data-driven analysis and actionable recommendations.\n\nTable of Contents\nCapabilities\nQuick Start\nInput Formats\nAnalysis Types\nScripts\nReferences\nCapabilities\nCapability\tDescription\nTechnology Comparison\tCompare frameworks and libraries with weighted scoring\nTCO Analysis\tCalculate 5-year total cost including hidden costs\nEcosystem Health\tAssess GitHub metrics, npm adoption, community strength\nSecurity Assessment\tEvaluate vulnerabilities and compliance readiness\nMigration Analysis\tEstimate effort, risks, and timeline for migrations\nCloud Comparison\tCompare AWS, Azure, GCP for specific workloads\nQuick Start\nCompare Two Technologies\nCompare React vs Vue for a SaaS dashboard.\nPriorities: developer productivity (40%), ecosystem (30%), performance (30%).\n\nCalculate TCO\nCalculate 5-year TCO for Next.js on Vercel.\nTeam: 8 developers. Hosting: $2500/month. Growth: 40%/year.\n\nAssess Migration\nEvaluate migrating from Angular.js to React.\nCodebase: 50,000 lines, 200 components. Team: 6 developers.\n\nInput Formats\n\nThe evaluator accepts three input formats:\n\nText - Natural language queries\n\nCompare PostgreSQL vs MongoDB for our e-commerce platform.\n\n\nYAML - Structured input for automation\n\ncomparison:\n  technologies: [\"React\", \"Vue\"]\n  use_case: \"SaaS dashboard\"\n  weights:\n    ecosystem: 30\n    performance: 25\n    developer_experience: 45\n\n\nJSON - Programmatic integration\n\n{\n  \"technologies\": [\"React\", \"Vue\"],\n  \"use_case\": \"SaaS dashboard\"\n}\n\nAnalysis Types\nQuick Comparison (200-300 tokens)\nWeighted scores and recommendation\nTop 3 decision factors\nConfidence level\nStandard Analysis (500-800 tokens)\nComparison matrix\nTCO overview\nSecurity summary\nFull Report (1200-1500 tokens)\nAll metrics and calculations\nMigration analysis\nDetailed recommendations\nScripts\nstack_comparator.py\n\nCompare technologies with customizable weighted criteria.\n\npython scripts/stack_comparator.py --help\n\ntco_calculator.py\n\nCalculate total cost of ownership over multi-year projections.\n\npython scripts/tco_calculator.py --input assets/sample_input_tco.json\n\necosystem_analyzer.py\n\nAnalyze ecosystem health from GitHub, npm, and community metrics.\n\npython scripts/ecosystem_analyzer.py --technology react\n\nsecurity_assessor.py\n\nEvaluate security posture and compliance readiness.\n\npython scripts/security_assessor.py --technology express --compliance soc2,gdpr\n\nmigration_analyzer.py\n\nEstimate migration complexity, effort, and risks.\n\npython scripts/migration_analyzer.py --from angular-1.x --to react\n\nReferences\nDocument\tContent\nreferences/metrics.md\tDetailed scoring algorithms and calculation formulas\nreferences/examples.md\tInput/output examples for all analysis types\nreferences/workflows.md\tStep-by-step evaluation workflows\nConfidence Levels\nLevel\tScore\tInterpretation\nHigh\t80-100%\tClear winner, strong data\nMedium\t50-79%\tTrade-offs present, moderate uncertainty\nLow\t< 50%\tClose call, limited data\nWhen to Use\nComparing frontend/backend frameworks for new projects\nEvaluating cloud providers for specific workloads\nPlanning technology migrations with risk assessment\nCalculating build vs. buy decisions with TCO\nAssessing open-source library viability\nWhen NOT to Use\nTrivial decisions between similar tools (use team preference)\nMandated technology choices (decision already made)\nEmergency production issues (use monitoring tools)"
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