{
  "name": "the-skills-barn",
  "description": "Open library of non-agent-native Agent Skills across 10 engineering domains.",
  "format": "SKILL.md",
  "license": "Apache-2.0",
  "organization": "Zero-Human-Corp",
  "catalogs": [
    {
      "id": "devops-infrastructure",
      "title": "DevOps & Infrastructure",
      "skill_count": 50,
      "skills": [
        {
          "slug": "anomaly-detection",
          "name": "Anomaly Detection",
          "path": "skills/devops-infrastructure/anomaly-detection/SKILL.md"
        },
        {
          "slug": "automated-error-diagnosis",
          "name": "Automated Error Diagnosis",
          "path": "skills/devops-infrastructure/automated-error-diagnosis/SKILL.md"
        },
        {
          "slug": "automated-mitigation-strategy-formulation",
          "name": "Automated Mitigation Strategy Formulation",
          "path": "skills/devops-infrastructure/automated-mitigation-strategy-formulation/SKILL.md"
        },
        {
          "slug": "automated-pipeline-deployment",
          "name": "Automated Pipeline Deployment",
          "path": "skills/devops-infrastructure/automated-pipeline-deployment/SKILL.md"
        },
        {
          "slug": "automated-testing-integration",
          "name": "Automated Testing Integration",
          "path": "skills/devops-infrastructure/automated-testing-integration/SKILL.md"
        },
        {
          "slug": "behavioral-tracking-and-monitoring",
          "name": "Behavioral Tracking & Monitoring",
          "path": "skills/devops-infrastructure/behavioral-tracking-and-monitoring/SKILL.md"
        },
        {
          "slug": "cia-triad-impact-assessment",
          "name": "CIA Triad Impact Assessment",
          "path": "skills/devops-infrastructure/cia-triad-impact-assessment/SKILL.md"
        },
        {
          "slug": "configuration-management",
          "name": "Configuration Management",
          "path": "skills/devops-infrastructure/configuration-management/SKILL.md"
        },
        {
          "slug": "container-security-hardening",
          "name": "Container Security Hardening",
          "path": "skills/devops-infrastructure/container-security-hardening/SKILL.md"
        },
        {
          "slug": "cross-platform-integration",
          "name": "Cross-Platform Integration",
          "path": "skills/devops-infrastructure/cross-platform-integration/SKILL.md"
        },
        {
          "slug": "data-flow-diagram-analysis",
          "name": "Data Flow Diagram (DFD) Analysis",
          "path": "skills/devops-infrastructure/data-flow-diagram-analysis/SKILL.md"
        },
        {
          "slug": "deployment-strategy-management",
          "name": "Deployment Strategy Management",
          "path": "skills/devops-infrastructure/deployment-strategy-management/SKILL.md"
        },
        {
          "slug": "distributed-tracing",
          "name": "Distributed Tracing",
          "path": "skills/devops-infrastructure/distributed-tracing/SKILL.md"
        },
        {
          "slug": "drift-detection-and-remediation",
          "name": "Drift Detection & Remediation",
          "path": "skills/devops-infrastructure/drift-detection-and-remediation/SKILL.md"
        },
        {
          "slug": "environment-provisioning",
          "name": "Environment Provisioning",
          "path": "skills/devops-infrastructure/environment-provisioning/SKILL.md"
        },
        {
          "slug": "environment-templating",
          "name": "Environment Templating",
          "path": "skills/devops-infrastructure/environment-templating/SKILL.md"
        },
        {
          "slug": "ephemeral-environment-orchestration",
          "name": "Ephemeral Environment Orchestration",
          "path": "skills/devops-infrastructure/ephemeral-environment-orchestration/SKILL.md"
        },
        {
          "slug": "iac-risk-assessment",
          "name": "IaC Risk Assessment",
          "path": "skills/devops-infrastructure/iac-risk-assessment/SKILL.md"
        },
        {
          "slug": "identity-and-access-management",
          "name": "Identity & Access Management (IAM)",
          "path": "skills/devops-infrastructure/identity-and-access-management/SKILL.md"
        },
        {
          "slug": "immutable-infrastructure-design",
          "name": "Immutable Infrastructure Design",
          "path": "skills/devops-infrastructure/immutable-infrastructure-design/SKILL.md"
        },
        {
          "slug": "incident-response-playbook-generation",
          "name": "Incident Response Playbook Generation",
          "path": "skills/devops-infrastructure/incident-response-playbook-generation/SKILL.md"
        },
        {
          "slug": "infrastructure-cost-estimation",
          "name": "Infrastructure Cost Estimation",
          "path": "skills/devops-infrastructure/infrastructure-cost-estimation/SKILL.md"
        },
        {
          "slug": "infrastructure-cost-optimization",
          "name": "Infrastructure Cost Optimization",
          "path": "skills/devops-infrastructure/infrastructure-cost-optimization/SKILL.md"
        },
        {
          "slug": "mitre-att-and-ck-mapping",
          "name": "MITRE ATT&CK Mapping",
          "path": "skills/devops-infrastructure/mitre-att-and-ck-mapping/SKILL.md"
        },
        {
          "slug": "multi-provider-adapter-management",
          "name": "Multi-Provider Adapter Management",
          "path": "skills/devops-infrastructure/multi-provider-adapter-management/SKILL.md"
        },
        {
          "slug": "performance-reporting",
          "name": "Performance Reporting",
          "path": "skills/devops-infrastructure/performance-reporting/SKILL.md"
        },
        {
          "slug": "pii-exposure-scanning",
          "name": "PII Exposure Scanning",
          "path": "skills/devops-infrastructure/pii-exposure-scanning/SKILL.md"
        },
        {
          "slug": "pipeline-performance-analytics",
          "name": "Pipeline Performance Analytics",
          "path": "skills/devops-infrastructure/pipeline-performance-analytics/SKILL.md"
        },
        {
          "slug": "pipeline-security-scanning",
          "name": "Pipeline Security Scanning",
          "path": "skills/devops-infrastructure/pipeline-security-scanning/SKILL.md"
        },
        {
          "slug": "policy-as-code-enforcement",
          "name": "Policy as Code (PaC) Enforcement",
          "path": "skills/devops-infrastructure/policy-as-code-enforcement/SKILL.md"
        },
        {
          "slug": "predictive-system-assessment",
          "name": "Predictive System Assessment",
          "path": "skills/devops-infrastructure/predictive-system-assessment/SKILL.md"
        },
        {
          "slug": "privilege-access-auditing",
          "name": "Privilege Access Auditing",
          "path": "skills/devops-infrastructure/privilege-access-auditing/SKILL.md"
        },
        {
          "slug": "real-time-log-aggregation",
          "name": "Real-time Log Aggregation",
          "path": "skills/devops-infrastructure/real-time-log-aggregation/SKILL.md"
        },
        {
          "slug": "resource-metrics-monitoring",
          "name": "Resource Metrics Monitoring",
          "path": "skills/devops-infrastructure/resource-metrics-monitoring/SKILL.md"
        },
        {
          "slug": "resource-provisioning",
          "name": "Resource Provisioning",
          "path": "skills/devops-infrastructure/resource-provisioning/SKILL.md"
        },
        {
          "slug": "rollback-automation",
          "name": "Rollback Automation",
          "path": "skills/devops-infrastructure/rollback-automation/SKILL.md"
        },
        {
          "slug": "secret-management",
          "name": "Secret Management",
          "path": "skills/devops-infrastructure/secret-management/SKILL.md"
        },
        {
          "slug": "security-boundary-identification",
          "name": "Security Boundary Identification",
          "path": "skills/devops-infrastructure/security-boundary-identification/SKILL.md"
        },
        {
          "slug": "security-compliance-auditing",
          "name": "Security Compliance Auditing",
          "path": "skills/devops-infrastructure/security-compliance-auditing/SKILL.md"
        },
        {
          "slug": "security-control-mapping",
          "name": "Security Control Mapping (NIST 800-53)",
          "path": "skills/devops-infrastructure/security-control-mapping/SKILL.md"
        },
        {
          "slug": "self-healing-pipeline-repair",
          "name": "Self-Healing Pipeline Repair",
          "path": "skills/devops-infrastructure/self-healing-pipeline-repair/SKILL.md"
        },
        {
          "slug": "service-level-objective-tracking",
          "name": "Service Level Objective (SLO) Tracking",
          "path": "skills/devops-infrastructure/service-level-objective-tracking/SKILL.md"
        },
        {
          "slug": "software-supply-chain-security",
          "name": "Software Supply Chain Security",
          "path": "skills/devops-infrastructure/software-supply-chain-security/SKILL.md"
        },
        {
          "slug": "ssl-certificate-lifecycle-monitoring",
          "name": "SSL Certificate Lifecycle Monitoring",
          "path": "skills/devops-infrastructure/ssl-certificate-lifecycle-monitoring/SKILL.md"
        },
        {
          "slug": "state-file-management",
          "name": "State File Management",
          "path": "skills/devops-infrastructure/state-file-management/SKILL.md"
        },
        {
          "slug": "stride-threat-classification",
          "name": "STRIDE Threat Classification",
          "path": "skills/devops-infrastructure/stride-threat-classification/SKILL.md"
        },
        {
          "slug": "system-architecture-decomposition",
          "name": "System Architecture Decomposition",
          "path": "skills/devops-infrastructure/system-architecture-decomposition/SKILL.md"
        },
        {
          "slug": "threat-scenario-enumeration",
          "name": "Threat Scenario Enumeration",
          "path": "skills/devops-infrastructure/threat-scenario-enumeration/SKILL.md"
        },
        {
          "slug": "vulnerability-identification",
          "name": "Vulnerability Identification",
          "path": "skills/devops-infrastructure/vulnerability-identification/SKILL.md"
        },
        {
          "slug": "vulnerability-prioritization",
          "name": "Vulnerability Prioritization",
          "path": "skills/devops-infrastructure/vulnerability-prioritization/SKILL.md"
        }
      ]
    },
    {
      "id": "project-management",
      "title": "Specialized Project Management",
      "skill_count": 54,
      "skills": [
        {
          "slug": "agent-email-dispatch",
          "name": "Agent Email Dispatch",
          "path": "skills/project-management/agent-email-dispatch/SKILL.md"
        },
        {
          "slug": "agent-sandbox-isolation",
          "name": "Agent Sandbox Isolation",
          "path": "skills/project-management/agent-sandbox-isolation/SKILL.md"
        },
        {
          "slug": "agentic-observability",
          "name": "Agentic Observability",
          "path": "skills/project-management/agentic-observability/SKILL.md"
        },
        {
          "slug": "agentic-prompt-translation",
          "name": "Agentic Prompt Translation",
          "path": "skills/project-management/agentic-prompt-translation/SKILL.md"
        },
        {
          "slug": "agile-ceremony-facilitator",
          "name": "Agile Ceremony Facilitator",
          "path": "skills/project-management/agile-ceremony-facilitator/SKILL.md"
        },
        {
          "slug": "api-first-design-blueprinting",
          "name": "API-First Design Blueprinting",
          "path": "skills/project-management/api-first-design-blueprinting/SKILL.md"
        },
        {
          "slug": "automated-code-and-pr-review",
          "name": "Automated Code and PR Review",
          "path": "skills/project-management/automated-code-and-pr-review/SKILL.md"
        },
        {
          "slug": "automated-performance-monitoring",
          "name": "Automated Performance Monitoring",
          "path": "skills/project-management/automated-performance-monitoring/SKILL.md"
        },
        {
          "slug": "automated-skill-evolution",
          "name": "Automated Skill Evolution",
          "path": "skills/project-management/automated-skill-evolution/SKILL.md"
        },
        {
          "slug": "branded-report-formatting",
          "name": "Branded Report Formatting",
          "path": "skills/project-management/branded-report-formatting/SKILL.md"
        },
        {
          "slug": "browser-agent-navigation",
          "name": "Browser Agent Navigation",
          "path": "skills/project-management/browser-agent-navigation/SKILL.md"
        },
        {
          "slug": "budget-risk-auditor",
          "name": "Budget Risk Auditor",
          "path": "skills/project-management/budget-risk-auditor/SKILL.md"
        },
        {
          "slug": "complexity-deconstruction",
          "name": "Complexity Deconstruction",
          "path": "skills/project-management/complexity-deconstruction/SKILL.md"
        },
        {
          "slug": "conditional-workflow-orchestration",
          "name": "Conditional Workflow Orchestration",
          "path": "skills/project-management/conditional-workflow-orchestration/SKILL.md"
        },
        {
          "slug": "context-compaction",
          "name": "Context Compaction",
          "path": "skills/project-management/context-compaction/SKILL.md"
        },
        {
          "slug": "context-engineering",
          "name": "Context Engineering",
          "path": "skills/project-management/context-engineering/SKILL.md"
        },
        {
          "slug": "critical-task-sequencing",
          "name": "Critical Task Sequencing",
          "path": "skills/project-management/critical-task-sequencing/SKILL.md"
        },
        {
          "slug": "crm-record-operations",
          "name": "CRM Record Operations",
          "path": "skills/project-management/crm-record-operations/SKILL.md"
        },
        {
          "slug": "dependency-mapper",
          "name": "Dependency Mapper",
          "path": "skills/project-management/dependency-mapper/SKILL.md"
        },
        {
          "slug": "deterministic-data-sorting",
          "name": "Deterministic Data Sorting",
          "path": "skills/project-management/deterministic-data-sorting/SKILL.md"
        },
        {
          "slug": "dynamic-asset-blueprint-injection",
          "name": "Dynamic Asset Blueprint Injection",
          "path": "skills/project-management/dynamic-asset-blueprint-injection/SKILL.md"
        },
        {
          "slug": "etl-content-transformation",
          "name": "ETL Content Transformation",
          "path": "skills/project-management/etl-content-transformation/SKILL.md"
        },
        {
          "slug": "execution-gap-management",
          "name": "Execution Gap Management",
          "path": "skills/project-management/execution-gap-management/SKILL.md"
        },
        {
          "slug": "feature-request-breaker",
          "name": "Feature Request Breaker",
          "path": "skills/project-management/feature-request-breaker/SKILL.md"
        },
        {
          "slug": "governance-and-access-policy-enforcement",
          "name": "Governance and Access Policy Enforcement",
          "path": "skills/project-management/governance-and-access-policy-enforcement/SKILL.md"
        },
        {
          "slug": "guardrail-enforcement",
          "name": "Guardrail Enforcement",
          "path": "skills/project-management/guardrail-enforcement/SKILL.md"
        },
        {
          "slug": "harness-engineering",
          "name": "Harness Engineering",
          "path": "skills/project-management/harness-engineering/SKILL.md"
        },
        {
          "slug": "incremental-plan-creation",
          "name": "Incremental Plan Creation",
          "path": "skills/project-management/incremental-plan-creation/SKILL.md"
        },
        {
          "slug": "intelligent-document-processing",
          "name": "Intelligent Document Processing",
          "path": "skills/project-management/intelligent-document-processing/SKILL.md"
        },
        {
          "slug": "knowledge-gap-bridging",
          "name": "Knowledge Gap Bridging",
          "path": "skills/project-management/knowledge-gap-bridging/SKILL.md"
        },
        {
          "slug": "legal-and-medical-reference-retrieval",
          "name": "Legal and Medical Reference Retrieval",
          "path": "skills/project-management/legal-and-medical-reference-retrieval/SKILL.md"
        },
        {
          "slug": "location-based-task-execution",
          "name": "Location-Based Task Execution",
          "path": "skills/project-management/location-based-task-execution/SKILL.md"
        },
        {
          "slug": "low-code-process-automation",
          "name": "Low-Code Process Automation",
          "path": "skills/project-management/low-code-process-automation/SKILL.md"
        },
        {
          "slug": "meeting-synthesizer",
          "name": "Meeting Synthesizer",
          "path": "skills/project-management/meeting-synthesizer/SKILL.md"
        },
        {
          "slug": "multi-step-react-coordination",
          "name": "Multi-Step ReAct Coordination",
          "path": "skills/project-management/multi-step-react-coordination/SKILL.md"
        },
        {
          "slug": "payment-history-and-refund-handling",
          "name": "Payment History and Refund Handling",
          "path": "skills/project-management/payment-history-and-refund-handling/SKILL.md"
        },
        {
          "slug": "pdf-project-form-manipulation",
          "name": "PDF Project Form Manipulation",
          "path": "skills/project-management/pdf-project-form-manipulation/SKILL.md"
        },
        {
          "slug": "plan-structure-review",
          "name": "Plan Structure Review",
          "path": "skills/project-management/plan-structure-review/SKILL.md"
        },
        {
          "slug": "project-data-pipeline-ingestion",
          "name": "Project Data Pipeline Ingestion",
          "path": "skills/project-management/project-data-pipeline-ingestion/SKILL.md"
        },
        {
          "slug": "project-financial-compliance-validation",
          "name": "Project Financial Compliance Validation",
          "path": "skills/project-management/project-financial-compliance-validation/SKILL.md"
        },
        {
          "slug": "project-risk-security-scanning",
          "name": "Project Risk Security Scanning",
          "path": "skills/project-management/project-risk-security-scanning/SKILL.md"
        },
        {
          "slug": "prompt-engineering",
          "name": "Prompt Engineering",
          "path": "skills/project-management/prompt-engineering/SKILL.md"
        },
        {
          "slug": "resource-allocator",
          "name": "Resource Allocator",
          "path": "skills/project-management/resource-allocator/SKILL.md"
        },
        {
          "slug": "scope-creep-detector",
          "name": "Scope Creep Detector",
          "path": "skills/project-management/scope-creep-detector/SKILL.md"
        },
        {
          "slug": "self-verification-loop-design",
          "name": "Self-Verification Loop Design",
          "path": "skills/project-management/self-verification-loop-design/SKILL.md"
        },
        {
          "slug": "sprint-velocity-predictor",
          "name": "Sprint Velocity Predictor",
          "path": "skills/project-management/sprint-velocity-predictor/SKILL.md"
        },
        {
          "slug": "stakeholder-sentiment-analyzer",
          "name": "Stakeholder Sentiment Analyzer",
          "path": "skills/project-management/stakeholder-sentiment-analyzer/SKILL.md"
        },
        {
          "slug": "structured-feedback-generation",
          "name": "Structured Feedback Generation",
          "path": "skills/project-management/structured-feedback-generation/SKILL.md"
        },
        {
          "slug": "sub-agent-task-delegation",
          "name": "Sub-agent Task Delegation",
          "path": "skills/project-management/sub-agent-task-delegation/SKILL.md"
        },
        {
          "slug": "technical-debt-estimator",
          "name": "Technical Debt Estimator",
          "path": "skills/project-management/technical-debt-estimator/SKILL.md"
        },
        {
          "slug": "tool-orchestration",
          "name": "Tool Orchestration",
          "path": "skills/project-management/tool-orchestration/SKILL.md"
        },
        {
          "slug": "vps-infrastructure-hardening",
          "name": "VPS Infrastructure Hardening",
          "path": "skills/project-management/vps-infrastructure-hardening/SKILL.md"
        },
        {
          "slug": "wbs-atomic-decomposition",
          "name": "WBS Atomic Decomposition",
          "path": "skills/project-management/wbs-atomic-decomposition/SKILL.md"
        },
        {
          "slug": "workstream-resource-assignment",
          "name": "Workstream Resource Assignment",
          "path": "skills/project-management/workstream-resource-assignment/SKILL.md"
        }
      ]
    },
    {
      "id": "web3-financial-ops",
      "title": "Web3 & Financial Ops",
      "skill_count": 20,
      "skills": [
        {
          "slug": "access-control-validation",
          "name": "Access Control Validation",
          "path": "skills/web3-financial-ops/access-control-validation/SKILL.md"
        },
        {
          "slug": "arbitrage-opportunity-detection",
          "name": "Arbitrage Opportunity Detection",
          "path": "skills/web3-financial-ops/arbitrage-opportunity-detection/SKILL.md"
        },
        {
          "slug": "automated-fuzzing",
          "name": "Automated Fuzzing",
          "path": "skills/web3-financial-ops/automated-fuzzing/SKILL.md"
        },
        {
          "slug": "bytecode-analysis",
          "name": "Bytecode Analysis",
          "path": "skills/web3-financial-ops/bytecode-analysis/SKILL.md"
        },
        {
          "slug": "collateral-health-monitoring",
          "name": "Collateral Health Monitoring",
          "path": "skills/web3-financial-ops/collateral-health-monitoring/SKILL.md"
        },
        {
          "slug": "contract-vulnerability-identification",
          "name": "Contract Vulnerability Identification",
          "path": "skills/web3-financial-ops/contract-vulnerability-identification/SKILL.md"
        },
        {
          "slug": "cross-chain-bridge-routing",
          "name": "Cross-Chain Bridge Routing",
          "path": "skills/web3-financial-ops/cross-chain-bridge-routing/SKILL.md"
        },
        {
          "slug": "dependency-security-check",
          "name": "Dependency Security Check",
          "path": "skills/web3-financial-ops/dependency-security-check/SKILL.md"
        },
        {
          "slug": "flash-loan-orchestration",
          "name": "Flash Loan Orchestration",
          "path": "skills/web3-financial-ops/flash-loan-orchestration/SKILL.md"
        },
        {
          "slug": "formal-verification",
          "name": "Formal Verification",
          "path": "skills/web3-financial-ops/formal-verification/SKILL.md"
        },
        {
          "slug": "gas-optimization-analysis",
          "name": "Gas Optimization Analysis",
          "path": "skills/web3-financial-ops/gas-optimization-analysis/SKILL.md"
        },
        {
          "slug": "impermanent-loss-analysis",
          "name": "Impermanent Loss Analysis",
          "path": "skills/web3-financial-ops/impermanent-loss-analysis/SKILL.md"
        },
        {
          "slug": "liquidity-pool-rebalancing",
          "name": "Liquidity Pool Rebalancing",
          "path": "skills/web3-financial-ops/liquidity-pool-rebalancing/SKILL.md"
        },
        {
          "slug": "logic-flow-mapping",
          "name": "Logic Flow Mapping",
          "path": "skills/web3-financial-ops/logic-flow-mapping/SKILL.md"
        },
        {
          "slug": "mev-protection",
          "name": "MEV Protection",
          "path": "skills/web3-financial-ops/mev-protection/SKILL.md"
        },
        {
          "slug": "oracle-price-validation",
          "name": "Oracle Price Validation",
          "path": "skills/web3-financial-ops/oracle-price-validation/SKILL.md"
        },
        {
          "slug": "slippage-monitoring",
          "name": "Slippage Monitoring",
          "path": "skills/web3-financial-ops/slippage-monitoring/SKILL.md"
        },
        {
          "slug": "static-analysis",
          "name": "Static Analysis",
          "path": "skills/web3-financial-ops/static-analysis/SKILL.md"
        },
        {
          "slug": "upgradeability-audit",
          "name": "Upgradeability Audit",
          "path": "skills/web3-financial-ops/upgradeability-audit/SKILL.md"
        },
        {
          "slug": "yield-harvesting-automation",
          "name": "Yield Harvesting Automation",
          "path": "skills/web3-financial-ops/yield-harvesting-automation/SKILL.md"
        }
      ]
    },
    {
      "id": "systems-engineering",
      "title": "Systems Engineering",
      "skill_count": 94,
      "skills": [
        {
          "slug": "ansible-playbook-validation",
          "name": "Ansible Playbook Validation",
          "path": "skills/systems-engineering/ansible-playbook-validation/SKILL.md"
        },
        {
          "slug": "api-analytics-and-telemetry",
          "name": "API Analytics and Telemetry",
          "path": "skills/systems-engineering/api-analytics-and-telemetry/SKILL.md"
        },
        {
          "slug": "api-discovery-and-cataloging",
          "name": "API Discovery and Cataloging",
          "path": "skills/systems-engineering/api-discovery-and-cataloging/SKILL.md"
        },
        {
          "slug": "api-governance-and-audit",
          "name": "API Governance and Audit",
          "path": "skills/systems-engineering/api-governance-and-audit/SKILL.md"
        },
        {
          "slug": "api-monetization-execution",
          "name": "API Monetization Execution",
          "path": "skills/systems-engineering/api-monetization-execution/SKILL.md"
        },
        {
          "slug": "api-sandboxing",
          "name": "API Sandboxing",
          "path": "skills/systems-engineering/api-sandboxing/SKILL.md"
        },
        {
          "slug": "ast-structural-mapping",
          "name": "AST Structural Mapping",
          "path": "skills/systems-engineering/ast-structural-mapping/SKILL.md"
        },
        {
          "slug": "attack-tree-modeling",
          "name": "Attack Tree Modeling",
          "path": "skills/systems-engineering/attack-tree-modeling/SKILL.md"
        },
        {
          "slug": "audio-chapter-generation",
          "name": "Audio Chapter Generation",
          "path": "skills/systems-engineering/audio-chapter-generation/SKILL.md"
        },
        {
          "slug": "audio-language-detection",
          "name": "Audio Language Detection",
          "path": "skills/systems-engineering/audio-language-detection/SKILL.md"
        },
        {
          "slug": "automated-test-execution",
          "name": "Automated Test Execution",
          "path": "skills/systems-engineering/automated-test-execution/SKILL.md"
        },
        {
          "slug": "bom-structural-validation",
          "name": "BOM Structural Validation",
          "path": "skills/systems-engineering/bom-structural-validation/SKILL.md"
        },
        {
          "slug": "bounding-box-region-search",
          "name": "Bounding Box Region Search",
          "path": "skills/systems-engineering/bounding-box-region-search/SKILL.md"
        },
        {
          "slug": "change-impact-evaluation",
          "name": "Change Impact Evaluation",
          "path": "skills/systems-engineering/change-impact-evaluation/SKILL.md"
        },
        {
          "slug": "chart-data-extraction",
          "name": "Chart Data Extraction",
          "path": "skills/systems-engineering/chart-data-extraction/SKILL.md"
        },
        {
          "slug": "ci-cd-pipeline-architecture",
          "name": "CI CD Pipeline Architecture",
          "path": "skills/systems-engineering/ci-cd-pipeline-architecture/SKILL.md"
        },
        {
          "slug": "cloud-cost-anomaly-detection",
          "name": "Cloud Cost Anomaly Detection",
          "path": "skills/systems-engineering/cloud-cost-anomaly-detection/SKILL.md"
        },
        {
          "slug": "cloud-disaster-recovery-testing",
          "name": "Cloud Disaster Recovery Testing",
          "path": "skills/systems-engineering/cloud-disaster-recovery-testing/SKILL.md"
        },
        {
          "slug": "cloud-security-posture-management",
          "name": "Cloud Security Posture Management",
          "path": "skills/systems-engineering/cloud-security-posture-management/SKILL.md"
        },
        {
          "slug": "communication-protocol-translation",
          "name": "Communication Protocol Translation",
          "path": "skills/systems-engineering/communication-protocol-translation/SKILL.md"
        },
        {
          "slug": "conflict-detection-logic",
          "name": "Conflict Detection Logic",
          "path": "skills/systems-engineering/conflict-detection-logic/SKILL.md"
        },
        {
          "slug": "containerized-orchestration",
          "name": "Containerized Orchestration",
          "path": "skills/systems-engineering/containerized-orchestration/SKILL.md"
        },
        {
          "slug": "database-migration-guardian",
          "name": "Database Migration Guardian",
          "path": "skills/systems-engineering/database-migration-guardian/SKILL.md"
        },
        {
          "slug": "document-alignment-validation",
          "name": "Document Alignment Validation",
          "path": "skills/systems-engineering/document-alignment-validation/SKILL.md"
        },
        {
          "slug": "emi-emc-shielding-specification",
          "name": "EMI EMC Shielding Specification",
          "path": "skills/systems-engineering/emi-emc-shielding-specification/SKILL.md"
        },
        {
          "slug": "execution-log-streaming",
          "name": "Execution Log Streaming",
          "path": "skills/systems-engineering/execution-log-streaming/SKILL.md"
        },
        {
          "slug": "external-file-injection",
          "name": "External File Injection",
          "path": "skills/systems-engineering/external-file-injection/SKILL.md"
        },
        {
          "slug": "failure-mode-effects-analysis",
          "name": "Failure Mode Effects Analysis",
          "path": "skills/systems-engineering/failure-mode-effects-analysis/SKILL.md"
        },
        {
          "slug": "feature-rollout-control",
          "name": "Feature Rollout Control",
          "path": "skills/systems-engineering/feature-rollout-control/SKILL.md"
        },
        {
          "slug": "file-system-dependency-tracing",
          "name": "File System Dependency Tracing",
          "path": "skills/systems-engineering/file-system-dependency-tracing/SKILL.md"
        },
        {
          "slug": "formal-methods-and-model-checking",
          "name": "Formal Methods and Model Checking",
          "path": "skills/systems-engineering/formal-methods-and-model-checking/SKILL.md"
        },
        {
          "slug": "formal-specification-synthesis",
          "name": "Formal Specification Synthesis",
          "path": "skills/systems-engineering/formal-specification-synthesis/SKILL.md"
        },
        {
          "slug": "gdpr-contract-review",
          "name": "GDPR Contract Review",
          "path": "skills/systems-engineering/gdpr-contract-review/SKILL.md"
        },
        {
          "slug": "go-concurrency-pattern-auditing",
          "name": "Go Concurrency Pattern Auditing",
          "path": "skills/systems-engineering/go-concurrency-pattern-auditing/SKILL.md"
        },
        {
          "slug": "hardware-in-the-loop-testing",
          "name": "Hardware in the Loop Testing",
          "path": "skills/systems-engineering/hardware-in-the-loop-testing/SKILL.md"
        },
        {
          "slug": "high-availability-setup",
          "name": "High Availability Setup",
          "path": "skills/systems-engineering/high-availability-setup/SKILL.md"
        },
        {
          "slug": "hipaa-readiness-audit",
          "name": "HIPAA Readiness Audit",
          "path": "skills/systems-engineering/hipaa-readiness-audit/SKILL.md"
        },
        {
          "slug": "interface-control-document-generation",
          "name": "Interface Control Document Generation",
          "path": "skills/systems-engineering/interface-control-document-generation/SKILL.md"
        },
        {
          "slug": "invoice-schema-auto-discovery",
          "name": "Invoice Schema Auto Discovery",
          "path": "skills/systems-engineering/invoice-schema-auto-discovery/SKILL.md"
        },
        {
          "slug": "kubernetes-configuration-auditing",
          "name": "Kubernetes Configuration Auditing",
          "path": "skills/systems-engineering/kubernetes-configuration-auditing/SKILL.md"
        },
        {
          "slug": "latency-and-throughput-benchmarking",
          "name": "Latency and Throughput Benchmarking",
          "path": "skills/systems-engineering/latency-and-throughput-benchmarking/SKILL.md"
        },
        {
          "slug": "latency-path-analysis",
          "name": "Latency Path Analysis",
          "path": "skills/systems-engineering/latency-path-analysis/SKILL.md"
        },
        {
          "slug": "layout-preserved-extraction",
          "name": "Layout Preserved Extraction",
          "path": "skills/systems-engineering/layout-preserved-extraction/SKILL.md"
        },
        {
          "slug": "linddun-privacy-analysis",
          "name": "LINDDUN Privacy Analysis",
          "path": "skills/systems-engineering/linddun-privacy-analysis/SKILL.md"
        },
        {
          "slug": "mathematical-formula-recognition",
          "name": "Mathematical Formula Recognition",
          "path": "skills/systems-engineering/mathematical-formula-recognition/SKILL.md"
        },
        {
          "slug": "mbse-modeling-validation",
          "name": "MBSE Modeling Validation",
          "path": "skills/systems-engineering/mbse-modeling-validation/SKILL.md"
        },
        {
          "slug": "memory-leak-binary-forensics",
          "name": "Memory Leak Binary Forensics",
          "path": "skills/systems-engineering/memory-leak-binary-forensics/SKILL.md"
        },
        {
          "slug": "misra-static-code-analysis",
          "name": "MISRA Static Code Analysis",
          "path": "skills/systems-engineering/misra-static-code-analysis/SKILL.md"
        },
        {
          "slug": "monolith-refactoring",
          "name": "Monolith Refactoring",
          "path": "skills/systems-engineering/monolith-refactoring/SKILL.md"
        },
        {
          "slug": "multi-document-splitting",
          "name": "Multi Document Splitting",
          "path": "skills/systems-engineering/multi-document-splitting/SKILL.md"
        },
        {
          "slug": "multi-gateway-management",
          "name": "Multi Gateway Management",
          "path": "skills/systems-engineering/multi-gateway-management/SKILL.md"
        },
        {
          "slug": "multilingual-audio-pipeline",
          "name": "Multilingual Audio Pipeline",
          "path": "skills/systems-engineering/multilingual-audio-pipeline/SKILL.md"
        },
        {
          "slug": "network-egress-control",
          "name": "Network Egress Control",
          "path": "skills/systems-engineering/network-egress-control/SKILL.md"
        },
        {
          "slug": "network-topology-optimization",
          "name": "Network Topology Optimization",
          "path": "skills/systems-engineering/network-topology-optimization/SKILL.md"
        },
        {
          "slug": "octave-risk-evaluation",
          "name": "OCTAVE Risk Evaluation",
          "path": "skills/systems-engineering/octave-risk-evaluation/SKILL.md"
        },
        {
          "slug": "openapi-to-mcp-transformation",
          "name": "OpenAPI to MCP Transformation",
          "path": "skills/systems-engineering/openapi-to-mcp-transformation/SKILL.md"
        },
        {
          "slug": "owasp-security-review",
          "name": "OWASP Security Review",
          "path": "skills/systems-engineering/owasp-security-review/SKILL.md"
        },
        {
          "slug": "parallel-execution-scheduling",
          "name": "Parallel Execution Scheduling",
          "path": "skills/systems-engineering/parallel-execution-scheduling/SKILL.md"
        },
        {
          "slug": "parameter-sensitivity-analysis",
          "name": "Parameter Sensitivity Analysis",
          "path": "skills/systems-engineering/parameter-sensitivity-analysis/SKILL.md"
        },
        {
          "slug": "pasta-attack-simulation",
          "name": "PASTA Attack Simulation",
          "path": "skills/systems-engineering/pasta-attack-simulation/SKILL.md"
        },
        {
          "slug": "pci-dss-payment-audit",
          "name": "PCI DSS Payment Audit",
          "path": "skills/systems-engineering/pci-dss-payment-audit/SKILL.md"
        },
        {
          "slug": "pdf-a-archival-conversion",
          "name": "PDF A Archival Conversion",
          "path": "skills/systems-engineering/pdf-a-archival-conversion/SKILL.md"
        },
        {
          "slug": "power-and-thermal-budgeting",
          "name": "Power and Thermal Budgeting",
          "path": "skills/systems-engineering/power-and-thermal-budgeting/SKILL.md"
        },
        {
          "slug": "prompt-injection-defense",
          "name": "Prompt Injection Defense",
          "path": "skills/systems-engineering/prompt-injection-defense/SKILL.md"
        },
        {
          "slug": "python-type-annotation-enforcement",
          "name": "Python Type Annotation Enforcement",
          "path": "skills/systems-engineering/python-type-annotation-enforcement/SKILL.md"
        },
        {
          "slug": "quality-scoring-and-ambiguity-filtering",
          "name": "Quality Scoring and Ambiguity Filtering",
          "path": "skills/systems-engineering/quality-scoring-and-ambiguity-filtering/SKILL.md"
        },
        {
          "slug": "quota-management-and-rate-limiting",
          "name": "Quota Management and Rate Limiting",
          "path": "skills/systems-engineering/quota-management-and-rate-limiting/SKILL.md"
        },
        {
          "slug": "readability-benchmarking",
          "name": "Readability Benchmarking",
          "path": "skills/systems-engineering/readability-benchmarking/SKILL.md"
        },
        {
          "slug": "readiness-gate-enforcement",
          "name": "Readiness Gate Enforcement",
          "path": "skills/systems-engineering/readiness-gate-enforcement/SKILL.md"
        },
        {
          "slug": "redundancy-logic-verification",
          "name": "Redundancy Logic Verification",
          "path": "skills/systems-engineering/redundancy-logic-verification/SKILL.md"
        },
        {
          "slug": "regression-suite-optimization",
          "name": "Regression Suite Optimization",
          "path": "skills/systems-engineering/regression-suite-optimization/SKILL.md"
        },
        {
          "slug": "regulatory-compliance-mapping",
          "name": "Regulatory Compliance Mapping",
          "path": "skills/systems-engineering/regulatory-compliance-mapping/SKILL.md"
        },
        {
          "slug": "resource-quota-enforcement",
          "name": "Resource Quota Enforcement",
          "path": "skills/systems-engineering/resource-quota-enforcement/SKILL.md"
        },
        {
          "slug": "rust-borrow-checker-diagnostics",
          "name": "Rust Borrow Checker Diagnostics",
          "path": "skills/systems-engineering/rust-borrow-checker-diagnostics/SKILL.md"
        },
        {
          "slug": "rust-lifetime-annotation-mapping",
          "name": "Rust Lifetime Annotation Mapping",
          "path": "skills/systems-engineering/rust-lifetime-annotation-mapping/SKILL.md"
        },
        {
          "slug": "safety-goal-allocation",
          "name": "Safety Goal Allocation",
          "path": "skills/systems-engineering/safety-goal-allocation/SKILL.md"
        },
        {
          "slug": "schema-drift-detection",
          "name": "Schema Drift Detection",
          "path": "skills/systems-engineering/schema-drift-detection/SKILL.md"
        },
        {
          "slug": "segment-based-audio-processing",
          "name": "Segment Based Audio Processing",
          "path": "skills/systems-engineering/segment-based-audio-processing/SKILL.md"
        },
        {
          "slug": "soc2-compliance-package-builder",
          "name": "SOC2 Compliance Package Builder",
          "path": "skills/systems-engineering/soc2-compliance-package-builder/SKILL.md"
        },
        {
          "slug": "stakeholder-mapping-analysis",
          "name": "Stakeholder Mapping Analysis",
          "path": "skills/systems-engineering/stakeholder-mapping-analysis/SKILL.md"
        },
        {
          "slug": "standardized-templating",
          "name": "Standardized Templating",
          "path": "skills/systems-engineering/standardized-templating/SKILL.md"
        },
        {
          "slug": "state-cleansing-and-sanitization",
          "name": "State Cleansing and Sanitization",
          "path": "skills/systems-engineering/state-cleansing-and-sanitization/SKILL.md"
        },
        {
          "slug": "structural-hygiene-enforcement",
          "name": "Structural Hygiene Enforcement",
          "path": "skills/systems-engineering/structural-hygiene-enforcement/SKILL.md"
        },
        {
          "slug": "symbolic-execution",
          "name": "Symbolic Execution",
          "path": "skills/systems-engineering/symbolic-execution/SKILL.md"
        },
        {
          "slug": "traceability-matrix-automation",
          "name": "Traceability Matrix Automation",
          "path": "skills/systems-engineering/traceability-matrix-automation/SKILL.md"
        },
        {
          "slug": "unit-test-generation",
          "name": "Unit Test Generation",
          "path": "skills/systems-engineering/unit-test-generation/SKILL.md"
        },
        {
          "slug": "unsafe-rust-code-auditing",
          "name": "Unsafe Rust Code Auditing",
          "path": "skills/systems-engineering/unsafe-rust-code-auditing/SKILL.md"
        },
        {
          "slug": "vast-collaborative-modeling",
          "name": "VAST Collaborative Modeling",
          "path": "skills/systems-engineering/vast-collaborative-modeling/SKILL.md"
        },
        {
          "slug": "verification-loop-auditing",
          "name": "Verification Loop Auditing",
          "path": "skills/systems-engineering/verification-loop-auditing/SKILL.md"
        },
        {
          "slug": "voice-activity-detection",
          "name": "Voice Activity Detection",
          "path": "skills/systems-engineering/voice-activity-detection/SKILL.md"
        },
        {
          "slug": "voice-commanded-execution",
          "name": "Voice Commanded Execution",
          "path": "skills/systems-engineering/voice-commanded-execution/SKILL.md"
        },
        {
          "slug": "weight-and-balance-integration",
          "name": "Weight and Balance Integration",
          "path": "skills/systems-engineering/weight-and-balance-integration/SKILL.md"
        },
        {
          "slug": "whisper-hallucination-suppression",
          "name": "Whisper Hallucination Suppression",
          "path": "skills/systems-engineering/whisper-hallucination-suppression/SKILL.md"
        },
        {
          "slug": "world-context-injection",
          "name": "World Context Injection",
          "path": "skills/systems-engineering/world-context-injection/SKILL.md"
        }
      ]
    },
    {
      "id": "software-engineering",
      "title": "Software Engineering",
      "skill_count": 9,
      "skills": [
        {
          "slug": "architectural-spec-compilation",
          "name": "Architectural Spec Compilation",
          "path": "skills/software-engineering/architectural-spec-compilation/SKILL.md"
        },
        {
          "slug": "architecture-security-audit",
          "name": "Architecture Security Audit",
          "path": "skills/software-engineering/architecture-security-audit/SKILL.md"
        },
        {
          "slug": "compliance-and-framework-cross-walk",
          "name": "Compliance and Framework Cross-Walk",
          "path": "skills/software-engineering/compliance-and-framework-cross-walk/SKILL.md"
        },
        {
          "slug": "compliance-and-regulatory-engineering",
          "name": "Compliance and Regulatory Engineering",
          "path": "skills/software-engineering/compliance-and-regulatory-engineering/SKILL.md"
        },
        {
          "slug": "deterministic-data-transformation-modeling",
          "name": "Deterministic Data Transformation Modeling",
          "path": "skills/software-engineering/deterministic-data-transformation-modeling/SKILL.md"
        },
        {
          "slug": "infrastructure-and-devops-hardening",
          "name": "Infrastructure and DevOps Hardening",
          "path": "skills/software-engineering/infrastructure-and-devops-hardening/SKILL.md"
        },
        {
          "slug": "legacy-to-cloud-migration-security-review",
          "name": "Legacy to Cloud Migration Security Review",
          "path": "skills/software-engineering/legacy-to-cloud-migration-security-review/SKILL.md"
        },
        {
          "slug": "scientific-synthesis-and-methodology-critique",
          "name": "Scientific Synthesis and Methodology Critique",
          "path": "skills/software-engineering/scientific-synthesis-and-methodology-critique/SKILL.md"
        },
        {
          "slug": "strategic-business-and-financial-intelligence",
          "name": "Strategic Business and Financial Intelligence",
          "path": "skills/software-engineering/strategic-business-and-financial-intelligence/SKILL.md"
        }
      ]
    },
    {
      "id": "cybersecurity",
      "title": "Non-Native Cybersecurity",
      "skill_count": 9,
      "skills": [
        {
          "slug": "advanced-malware-sandbox-orchestration",
          "name": "Advanced Malware Sandbox Orchestration",
          "path": "skills/cybersecurity/advanced-malware-sandbox-orchestration/SKILL.md"
        },
        {
          "slug": "agent-identity-and-multi-factor-attestation",
          "name": "Agent Identity and Multi-Factor Attestation",
          "path": "skills/cybersecurity/agent-identity-and-multi-factor-attestation/SKILL.md"
        },
        {
          "slug": "authorized-penetration-test-planning",
          "name": "Authorized Penetration Test Planning",
          "path": "skills/cybersecurity/authorized-penetration-test-planning/SKILL.md"
        },
        {
          "slug": "cryptographic-protocol-auditing",
          "name": "Cryptographic Protocol Auditing",
          "path": "skills/cybersecurity/cryptographic-protocol-auditing/SKILL.md"
        },
        {
          "slug": "deep-packet-inspection-and-traffic-forensics",
          "name": "Deep Packet Inspection and Traffic Forensics",
          "path": "skills/cybersecurity/deep-packet-inspection-and-traffic-forensics/SKILL.md"
        },
        {
          "slug": "digital-forensics-and-incident-response",
          "name": "Digital Forensics and Incident Response",
          "path": "skills/cybersecurity/digital-forensics-and-incident-response/SKILL.md"
        },
        {
          "slug": "hardware-and-firmware-vulnerability-scanning",
          "name": "Hardware and Firmware Vulnerability Scanning",
          "path": "skills/cybersecurity/hardware-and-firmware-vulnerability-scanning/SKILL.md"
        },
        {
          "slug": "industrial-control-systems-and-ot-security",
          "name": "Industrial Control Systems and OT Security",
          "path": "skills/cybersecurity/industrial-control-systems-and-ot-security/SKILL.md"
        },
        {
          "slug": "threat-intelligence-synthesis-and-attribution",
          "name": "Threat Intelligence Synthesis and Attribution",
          "path": "skills/cybersecurity/threat-intelligence-synthesis-and-attribution/SKILL.md"
        }
      ]
    },
    {
      "id": "data-engineering",
      "title": "Data Engineering & Pipelines",
      "skill_count": 15,
      "skills": [
        {
          "slug": "backfill-orchestration",
          "name": "Backfill Orchestration",
          "path": "skills/data-engineering/backfill-orchestration/SKILL.md"
        },
        {
          "slug": "change-data-capture-sync",
          "name": "Change Data Capture Sync",
          "path": "skills/data-engineering/change-data-capture-sync/SKILL.md"
        },
        {
          "slug": "data-lineage-tracking",
          "name": "Data Lineage Tracking",
          "path": "skills/data-engineering/data-lineage-tracking/SKILL.md"
        },
        {
          "slug": "dbt-model-testing",
          "name": "dbt Model Testing",
          "path": "skills/data-engineering/dbt-model-testing/SKILL.md"
        },
        {
          "slug": "incremental-loading-logic",
          "name": "Incremental Loading Logic",
          "path": "skills/data-engineering/incremental-loading-logic/SKILL.md"
        },
        {
          "slug": "metadata-cataloging",
          "name": "Metadata Cataloging",
          "path": "skills/data-engineering/metadata-cataloging/SKILL.md"
        },
        {
          "slug": "pipeline-performance-monitoring",
          "name": "Pipeline Performance Monitoring",
          "path": "skills/data-engineering/pipeline-performance-monitoring/SKILL.md"
        },
        {
          "slug": "schema-evolution-management",
          "name": "Schema Evolution Management",
          "path": "skills/data-engineering/schema-evolution-management/SKILL.md"
        },
        {
          "slug": "state-aware-reliability-and-recovery",
          "name": "State-Aware Reliability and Recovery",
          "path": "skills/data-engineering/state-aware-reliability-and-recovery/SKILL.md"
        },
        {
          "slug": "transactional-state-management",
          "name": "Transactional State Management",
          "path": "skills/data-engineering/transactional-state-management/SKILL.md"
        },
        {
          "slug": "warehouse-access-governance",
          "name": "Warehouse Access Governance",
          "path": "skills/data-engineering/warehouse-access-governance/SKILL.md"
        },
        {
          "slug": "warehouse-cost-observability",
          "name": "Warehouse Cost Observability",
          "path": "skills/data-engineering/warehouse-cost-observability/SKILL.md"
        },
        {
          "slug": "warehouse-data-quality-validation",
          "name": "Warehouse Data-Quality Validation",
          "path": "skills/data-engineering/warehouse-data-quality-validation/SKILL.md"
        },
        {
          "slug": "warehouse-pii-masking-and-detection",
          "name": "Warehouse PII Masking and Detection",
          "path": "skills/data-engineering/warehouse-pii-masking-and-detection/SKILL.md"
        },
        {
          "slug": "warehouse-statistical-anomaly-detection",
          "name": "Warehouse Statistical Anomaly Detection",
          "path": "skills/data-engineering/warehouse-statistical-anomaly-detection/SKILL.md"
        }
      ]
    },
    {
      "id": "observability-sre",
      "title": "Observability & SRE",
      "skill_count": 20,
      "skills": [
        {
          "slug": "alert-actionability-scoring",
          "name": "Alert Actionability Scoring",
          "path": "skills/observability-sre/alert-actionability-scoring/SKILL.md"
        },
        {
          "slug": "alert-to-runbook-auto-linking",
          "name": "Alert-to-Runbook Auto-Linking",
          "path": "skills/observability-sre/alert-to-runbook-auto-linking/SKILL.md"
        },
        {
          "slug": "change-event-impact-scoring",
          "name": "Change-Event Impact Scoring",
          "path": "skills/observability-sre/change-event-impact-scoring/SKILL.md"
        },
        {
          "slug": "contextual-alert-enrichment",
          "name": "Contextual Alert Enrichment",
          "path": "skills/observability-sre/contextual-alert-enrichment/SKILL.md"
        },
        {
          "slug": "database-lock-contention-analysis",
          "name": "Database Lock-Contention Analysis",
          "path": "skills/observability-sre/database-lock-contention-analysis/SKILL.md"
        },
        {
          "slug": "dependency-aware-alert-muting",
          "name": "Dependency-Aware Alert Muting",
          "path": "skills/observability-sre/dependency-aware-alert-muting/SKILL.md"
        },
        {
          "slug": "distributed-trace-stitching",
          "name": "Distributed Trace Stitching",
          "path": "skills/observability-sre/distributed-trace-stitching/SKILL.md"
        },
        {
          "slug": "dynamic-threshold-auto-tuning",
          "name": "Dynamic Threshold Auto-Tuning",
          "path": "skills/observability-sre/dynamic-threshold-auto-tuning/SKILL.md"
        },
        {
          "slug": "external-provider-health-sync",
          "name": "External Provider Health Sync",
          "path": "skills/observability-sre/external-provider-health-sync/SKILL.md"
        },
        {
          "slug": "flapping-alert-suppression",
          "name": "Flapping Alert Suppression",
          "path": "skills/observability-sre/flapping-alert-suppression/SKILL.md"
        },
        {
          "slug": "graph-based-root-cause-mapping",
          "name": "Graph-Based Root Cause Mapping",
          "path": "skills/observability-sre/graph-based-root-cause-mapping/SKILL.md"
        },
        {
          "slug": "historical-incident-pattern-matching",
          "name": "Historical Incident Pattern Matching",
          "path": "skills/observability-sre/historical-incident-pattern-matching/SKILL.md"
        },
        {
          "slug": "infrastructure-to-app-correlation",
          "name": "Infrastructure-to-App Correlation",
          "path": "skills/observability-sre/infrastructure-to-app-correlation/SKILL.md"
        },
        {
          "slug": "maintenance-window-auto-silencing",
          "name": "Maintenance Window Auto-Silencing",
          "path": "skills/observability-sre/maintenance-window-auto-silencing/SKILL.md"
        },
        {
          "slug": "multi-source-event-normalization",
          "name": "Multi-Source Event Normalization",
          "path": "skills/observability-sre/multi-source-event-normalization/SKILL.md"
        },
        {
          "slug": "on-call-load-balanced-dispatch",
          "name": "On-Call Load-Balanced Dispatch",
          "path": "skills/observability-sre/on-call-load-balanced-dispatch/SKILL.md"
        },
        {
          "slug": "predictive-burn-rate-alerting",
          "name": "Predictive Burn-Rate Alerting",
          "path": "skills/observability-sre/predictive-burn-rate-alerting/SKILL.md"
        },
        {
          "slug": "semantic-alert-deduplication",
          "name": "Semantic Alert Deduplication",
          "path": "skills/observability-sre/semantic-alert-deduplication/SKILL.md"
        },
        {
          "slug": "semantic-log-clustering",
          "name": "Semantic Log Clustering",
          "path": "skills/observability-sre/semantic-log-clustering/SKILL.md"
        },
        {
          "slug": "user-impact-quantification",
          "name": "User-Impact Quantification",
          "path": "skills/observability-sre/user-impact-quantification/SKILL.md"
        }
      ]
    },
    {
      "id": "geospatial-mapping",
      "title": "Geospatial & Mapping",
      "skill_count": 35,
      "skills": [
        {
          "slug": "automated-land-use-and-feature-extraction",
          "name": "Automated Land Use and Feature Extraction",
          "path": "skills/geospatial-mapping/automated-land-use-and-feature-extraction/SKILL.md"
        },
        {
          "slug": "batch-address-normalization",
          "name": "Batch Address Normalization",
          "path": "skills/geospatial-mapping/batch-address-normalization/SKILL.md"
        },
        {
          "slug": "change-detection-monitoring",
          "name": "Change Detection Monitoring",
          "path": "skills/geospatial-mapping/change-detection-monitoring/SKILL.md"
        },
        {
          "slug": "climate-safe-service-area-analysis",
          "name": "Climate-Safe Service Area Analysis",
          "path": "skills/geospatial-mapping/climate-safe-service-area-analysis/SKILL.md"
        },
        {
          "slug": "demographic-overlay-enrichment",
          "name": "Demographic Overlay Enrichment",
          "path": "skills/geospatial-mapping/demographic-overlay-enrichment/SKILL.md"
        },
        {
          "slug": "detour-minimizing-poi-search",
          "name": "Detour-Minimizing POI Search",
          "path": "skills/geospatial-mapping/detour-minimizing-poi-search/SKILL.md"
        },
        {
          "slug": "dynamic-multimodal-pathfinding",
          "name": "Dynamic Multimodal Pathfinding",
          "path": "skills/geospatial-mapping/dynamic-multimodal-pathfinding/SKILL.md"
        },
        {
          "slug": "emergency-response-radius-calculation",
          "name": "Emergency Response Radius Calculation",
          "path": "skills/geospatial-mapping/emergency-response-radius-calculation/SKILL.md"
        },
        {
          "slug": "environmental-and-proximity-risk-attribution",
          "name": "Environmental and Proximity Risk Attribution",
          "path": "skills/geospatial-mapping/environmental-and-proximity-risk-attribution/SKILL.md"
        },
        {
          "slug": "ev-range-aware-routing",
          "name": "EV Range-Aware Routing",
          "path": "skills/geospatial-mapping/ev-range-aware-routing/SKILL.md"
        },
        {
          "slug": "h3-hexagonal-grid-aggregation",
          "name": "H3 Hexagonal Grid Aggregation",
          "path": "skills/geospatial-mapping/h3-hexagonal-grid-aggregation/SKILL.md"
        },
        {
          "slug": "hazardous-material-routing",
          "name": "Hazardous Material Routing",
          "path": "skills/geospatial-mapping/hazardous-material-routing/SKILL.md"
        },
        {
          "slug": "high-precision-reverse-geocoding",
          "name": "High-Precision Reverse Geocoding",
          "path": "skills/geospatial-mapping/high-precision-reverse-geocoding/SKILL.md"
        },
        {
          "slug": "historical-place-name-resolution",
          "name": "Historical Place-Name Resolution",
          "path": "skills/geospatial-mapping/historical-place-name-resolution/SKILL.md"
        },
        {
          "slug": "hydrological-flow-and-runoff-prediction",
          "name": "Hydrological Flow and Runoff Prediction",
          "path": "skills/geospatial-mapping/hydrological-flow-and-runoff-prediction/SKILL.md"
        },
        {
          "slug": "indoor-micro-positioning",
          "name": "Indoor Micro-Positioning",
          "path": "skills/geospatial-mapping/indoor-micro-positioning/SKILL.md"
        },
        {
          "slug": "last-mile-delivery-optimization",
          "name": "Last-Mile Delivery Optimization",
          "path": "skills/geospatial-mapping/last-mile-delivery-optimization/SKILL.md"
        },
        {
          "slug": "lidar-surface-mesh-and-slope-generation",
          "name": "LIDAR Surface Mesh and Slope Generation",
          "path": "skills/geospatial-mapping/lidar-surface-mesh-and-slope-generation/SKILL.md"
        },
        {
          "slug": "massive-point-in-polygon-attribution",
          "name": "Massive Point-in-Polygon Attribution",
          "path": "skills/geospatial-mapping/massive-point-in-polygon-attribution/SKILL.md"
        },
        {
          "slug": "n-by-m-travel-time-matrix",
          "name": "N-by-M Travel-Time Matrix",
          "path": "skills/geospatial-mapping/n-by-m-travel-time-matrix/SKILL.md"
        },
        {
          "slug": "noisy-gps-snap-to-road",
          "name": "Noisy GPS Snap-to-Road",
          "path": "skills/geospatial-mapping/noisy-gps-snap-to-road/SKILL.md"
        },
        {
          "slug": "pedestrian-walkability-scoring",
          "name": "Pedestrian Walkability Scoring",
          "path": "skills/geospatial-mapping/pedestrian-walkability-scoring/SKILL.md"
        },
        {
          "slug": "poi-semantic-enrichment",
          "name": "POI Semantic Enrichment",
          "path": "skills/geospatial-mapping/poi-semantic-enrichment/SKILL.md"
        },
        {
          "slug": "public-transit-reachability-analysis",
          "name": "Public Transit Reachability Analysis",
          "path": "skills/geospatial-mapping/public-transit-reachability-analysis/SKILL.md"
        },
        {
          "slug": "real-time-asset-intersection-tracking",
          "name": "Real-Time Asset Intersection Tracking",
          "path": "skills/geospatial-mapping/real-time-asset-intersection-tracking/SKILL.md"
        },
        {
          "slug": "retail-site-selection-and-catchment-analysis",
          "name": "Retail Site Selection and Catchment Analysis",
          "path": "skills/geospatial-mapping/retail-site-selection-and-catchment-analysis/SKILL.md"
        },
        {
          "slug": "sar-subsidence-and-displacement-monitoring",
          "name": "SAR Subsidence and Displacement Monitoring",
          "path": "skills/geospatial-mapping/sar-subsidence-and-displacement-monitoring/SKILL.md"
        },
        {
          "slug": "service-radius-validation",
          "name": "Service Radius Validation",
          "path": "skills/geospatial-mapping/service-radius-validation/SKILL.md"
        },
        {
          "slug": "shadow-based-building-height-estimation",
          "name": "Shadow-Based Building Height Estimation",
          "path": "skills/geospatial-mapping/shadow-based-building-height-estimation/SKILL.md"
        },
        {
          "slug": "solar-irradiance-and-pv-potential",
          "name": "Solar Irradiance and PV Potential",
          "path": "skills/geospatial-mapping/solar-irradiance-and-pv-potential/SKILL.md"
        },
        {
          "slug": "spatio-temporal-cluster-analysis",
          "name": "Spatio-Temporal Cluster Analysis",
          "path": "skills/geospatial-mapping/spatio-temporal-cluster-analysis/SKILL.md"
        },
        {
          "slug": "time-dependent-accessibility-mapping",
          "name": "Time-Dependent Accessibility Mapping",
          "path": "skills/geospatial-mapping/time-dependent-accessibility-mapping/SKILL.md"
        },
        {
          "slug": "vegetation-health-indexing",
          "name": "Vegetation Health Indexing (NDVI)",
          "path": "skills/geospatial-mapping/vegetation-health-indexing/SKILL.md"
        },
        {
          "slug": "viewshed-and-line-of-sight-modeling",
          "name": "Viewshed and Line-of-Sight Modeling",
          "path": "skills/geospatial-mapping/viewshed-and-line-of-sight-modeling/SKILL.md"
        },
        {
          "slug": "vpn-and-proxy-geofencing-detection",
          "name": "VPN and Proxy Geofencing Detection",
          "path": "skills/geospatial-mapping/vpn-and-proxy-geofencing-detection/SKILL.md"
        }
      ]
    },
    {
      "id": "localization-i18n",
      "title": "Localization & i18n Engineering",
      "skill_count": 20,
      "skills": [
        {
          "slug": "address-format-validation",
          "name": "Address Format Validation",
          "path": "skills/localization-i18n/address-format-validation/SKILL.md"
        },
        {
          "slug": "bidi-algorithm-verification",
          "name": "Bidi Algorithm Verification",
          "path": "skills/localization-i18n/bidi-algorithm-verification/SKILL.md"
        },
        {
          "slug": "character-encoding-sanitization",
          "name": "Character Encoding Sanitization",
          "path": "skills/localization-i18n/character-encoding-sanitization/SKILL.md"
        },
        {
          "slug": "character-limit-and-width-enforcement",
          "name": "Character Limit and Width Enforcement",
          "path": "skills/localization-i18n/character-limit-and-width-enforcement/SKILL.md"
        },
        {
          "slug": "collation-and-sorting-rules",
          "name": "Collation and Sorting Rules",
          "path": "skills/localization-i18n/collation-and-sorting-rules/SKILL.md"
        },
        {
          "slug": "concatenation-detection",
          "name": "Concatenation Detection",
          "path": "skills/localization-i18n/concatenation-detection/SKILL.md"
        },
        {
          "slug": "gender-agreement-validation",
          "name": "Gender Agreement Validation",
          "path": "skills/localization-i18n/gender-agreement-validation/SKILL.md"
        },
        {
          "slug": "glossary-and-term-base-enforcement",
          "name": "Glossary and Term-Base Enforcement",
          "path": "skills/localization-i18n/glossary-and-term-base-enforcement/SKILL.md"
        },
        {
          "slug": "hardcoded-string-detection",
          "name": "Hardcoded String Detection",
          "path": "skills/localization-i18n/hardcoded-string-detection/SKILL.md"
        },
        {
          "slug": "icu-message-validation",
          "name": "ICU Message Validation",
          "path": "skills/localization-i18n/icu-message-validation/SKILL.md"
        },
        {
          "slug": "line-break-rule-validation",
          "name": "Line Break Rule Validation",
          "path": "skills/localization-i18n/line-break-rule-validation/SKILL.md"
        },
        {
          "slug": "locale-aware-formatting",
          "name": "Locale-Aware Formatting",
          "path": "skills/localization-i18n/locale-aware-formatting/SKILL.md"
        },
        {
          "slug": "placeholder-integrity-check",
          "name": "Placeholder Integrity Check",
          "path": "skills/localization-i18n/placeholder-integrity-check/SKILL.md"
        },
        {
          "slug": "pluralization-rules-enforcement",
          "name": "Pluralization Rules Enforcement",
          "path": "skills/localization-i18n/pluralization-rules-enforcement/SKILL.md"
        },
        {
          "slug": "pseudo-localization-testing",
          "name": "Pseudo-localization Testing",
          "path": "skills/localization-i18n/pseudo-localization-testing/SKILL.md"
        },
        {
          "slug": "resource-file-parsing",
          "name": "Resource File Parsing",
          "path": "skills/localization-i18n/resource-file-parsing/SKILL.md"
        },
        {
          "slug": "rtl-layout-checking",
          "name": "RTL Layout Checking",
          "path": "skills/localization-i18n/rtl-layout-checking/SKILL.md"
        },
        {
          "slug": "tag-consistency-check",
          "name": "Tag Consistency Check",
          "path": "skills/localization-i18n/tag-consistency-check/SKILL.md"
        },
        {
          "slug": "translation-memory-fuzzy-matching",
          "name": "Translation Memory Fuzzy Matching",
          "path": "skills/localization-i18n/translation-memory-fuzzy-matching/SKILL.md"
        },
        {
          "slug": "vertical-text-alignment",
          "name": "Vertical Text Alignment",
          "path": "skills/localization-i18n/vertical-text-alignment/SKILL.md"
        }
      ]
    }
  ],
  "total_skills": 326
}
