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      "title": "SAP Release Strategy Diagnostics",
      "description": "A conservative diagnostic frame for release strategy blocks in SAP purchasing documents.",
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      "section": "diagnostics",
      "status": "reviewed",
      "verified": true,
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      "last_modified_at": "",
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        "sap-mm",
        "diagnostics",
        "purchasing"
      ]
    },
    {
      "url": "https://dkharlanau.github.io/atlas/diagnostics/sap-rfc-destination-diagnostics/",
      "title": "SAP RFC Destination Diagnostics",
      "description": "Diagnostic guide for SAP RFC destination failures, connection errors, and remote function call issues in distributed system landscapes.",
      "type": "atlas",
      "section": "diagnostics",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "2026-06-13",
      "last_modified_at": "",
      "author": "Dzmitryi Kharlanau",
      "tags": [
        "rfc",
        "integration",
        "sap-basis",
        "diagnostics",
        "distributed-systems"
      ]
    },
    {
      "url": "https://dkharlanau.github.io/atlas/diagnostics/sap-source-determination-diagnostics/",
      "title": "SAP Source Determination Diagnostics",
      "description": "A conservative diagnostic frame for source determination failures in SAP procurement.",
      "type": "atlas",
      "section": "diagnostics",
      "status": "reviewed",
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        "sap-mm",
        "diagnostics",
        "purchasing"
      ]
    },
    {
      "url": "https://dkharlanau.github.io/atlas/diagnostics/sap-stock-transfer-diagnostics/",
      "title": "SAP Stock Transfer Diagnostics",
      "description": "A conservative diagnostic frame for stock transfer and in-transit issues in SAP.",
      "type": "atlas",
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        "procure-to-pay",
        "sap-mm",
        "diagnostics",
        "inventory-management"
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    },
    {
      "url": "https://dkharlanau.github.io/atlas/diagnostics/sap-three-way-match-diagnostics/",
      "title": "SAP Three-Way Match Diagnostics",
      "description": "Diagnostic guide for three-way match failures between purchase order, goods receipt, and invoice verification in SAP.",
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      "verified": true,
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        "procure-to-pay",
        "sap-mm",
        "diagnostics",
        "invoice-verification"
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    },
    {
      "url": "https://dkharlanau.github.io/atlas/diagnostics/sap-transport-governance-diagnostics/",
      "title": "SAP Transport Governance Diagnostics",
      "description": "Diagnose SAP transport queue conflicts, dependency order, approval gaps, and parallel changes before adjusting the import sequence.",
      "type": "atlas",
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      "status": "reviewed",
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      "last_reviewed": "2026-06-13",
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        "transport",
        "governance",
        "change-control",
        "stms"
      ]
    },
    {
      "url": "https://dkharlanau.github.io/atlas/diagnostics/sap-vendor-master-replication-diagnostics/",
      "title": "SAP Vendor Master Replication Diagnostics",
      "description": "A conservative diagnostic frame for vendor master replication issues in SAP, covering BP, supplier, and purchasing organization data flows.",
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        "master-data",
        "sap-mdg",
        "diagnostics",
        "replication"
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    },
    {
      "url": "https://dkharlanau.github.io/atlas/",
      "title": "Knowledge Atlas — SAP, Operations, Data, Automation, and AI Support Concepts",
      "description": "Curated Knowledge Atlas for business, SAP, operations, data, automation, and AI-assisted support concepts.",
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        "diagnostics",
        "ai-operations",
        "data-quality",
        "automation"
      ]
    },
    {
      "url": "https://dkharlanau.github.io/atlas/links/",
      "title": "Atlas Links — Reference Routes",
      "description": "Reference routes from the Knowledge Atlas to profile, services, AI context, and datasets.",
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    },
    {
      "url": "https://dkharlanau.github.io/atlas/maps/",
      "title": "Atlas Maps — Process and Dependency Maps",
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    },
    {
      "url": "https://dkharlanau.github.io/atlas/maps/order-to-cash-map/",
      "title": "Order to Cash Map",
      "description": "A concise process map for order to cash across demand, commitment, fulfillment, billing, and cash.",
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      "description": "A concise map of the procure-to-pay operating chain from demand to invoice and clearing.",
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    },
    {
      "url": "https://dkharlanau.github.io/atlas/sap/",
      "title": "Atlas SAP Section — Configuration and Support Concepts",
      "description": "Curated SAP support and configuration explanations with conservative boundaries.",
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      "url": "https://dkharlanau.github.io/skill-hub/agent-usage-guide/",
      "title": "Agent Usage Guide — How AI Agents Should Use Skill Hub",
      "description": "Instructions for AI agents on how to use Skill Hub: choose skills, combine them, ask for missing context, separate facts from assumptions, produce artifacts, and avoid generic framework summaries.",
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      "title": "AI-Assisted Analysis — Skill Group Index",
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      "title": "AI-Assisted Documentation Review Working Skill",
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    {
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      "title": "AI-Assisted Meeting Synthesis Working Skill",
      "description": "Turn raw meeting transcripts or notes into a structured synthesis of decisions, actions, and risks with AI assistance and human review.",
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    {
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      "title": "AI-Assisted Status Reporting Working Skill",
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      "title": "AI-Assisted Test Case Generation Working Skill",
      "description": "Generate structured test cases with AI assistance, then validate coverage, edge cases, and traceability before adding them to a test plan.",
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      "title": "AI Output Review Working Skill",
      "description": "Review any AI-generated output for hallucinations, inconsistency, and hidden assumptions before using it for work decisions.",
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      "title": "AI Prompt Briefing for Work Artifacts Working Skill",
      "description": "Write prompts that produce concrete, professional work artifacts rather than generic explanations, by structuring context, constraints, and output format.",
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    {
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      "title": "Business Problem to Backlog Working Skill",
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    {
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      "title": "Convert Notes to Requirements Working Skill",
      "description": "Turn raw meeting notes, interview transcripts, and ticket comments into structured requirements without losing the nuance that matters.",
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    {
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      "title": "Validate AI-Generated Requirements Working Skill",
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    {
      "url": "https://dkharlanau.github.io/skill-hub/ai-assisted-development/",
      "title": "AI-Assisted Development — Skill Group Index",
      "description": "Practical skills for using AI safely and effectively in development work: repository context packing, coding-agent task design, code review, tool selection, and MCP workflows.",
      "type": "skill-hub",
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      "author": "Dzmitryi Kharlanau",
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    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/ai-assisted-development/ai-coding-agent-task-design/",
      "title": "AI Coding Agent Task Design",
      "description": "Turn vague work into narrow, testable coding-agent tasks with one objective, relevant files, constraints, validation commands, done criteria, and stop conditions.",
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    {
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      "title": "AI-Generated Code Review",
      "description": "Review AI-authored changes before merge: diff inspection, tests, security checks, public/private boundaries, architecture drift, and final merge checklist.",
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    {
      "url": "https://dkharlanau.github.io/skill-hub/ai-assisted-development/ai-tool-selection-for-development/",
      "title": "AI Tool Selection for Development",
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      "tags": []
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    {
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      "title": "MCP Development Workflow",
      "description": "Use MCP and tool servers safely for development workflows: read-only vs write-capable tools, permission boundaries, local filesystem risks, GitHub write risks, and audit logging.",
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      "title": "Architecture Skills",
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    },
    {
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      "title": "Capability Mapping",
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      "url": "https://dkharlanau.github.io/skill-hub/artifact-templates/",
      "title": "Artifact Templates — Reusable Templates for Skill Hub Skills",
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      "author": "Dzmitryi Kharlanau",
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    {
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      "title": "Assumption and Constraint Mapping Working Skill",
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      "title": "Gap Analysis Working Skill",
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    {
      "url": "https://dkharlanau.github.io/skill-hub/business-analysis/process-analysis-working-skill/",
      "title": "Process Analysis Working Skill",
      "description": "Document how work actually happens, where it breaks, what systems touch it, and who owns each step — not how it is supposed to happen.",
      "type": "skill-hub",
      "section": "business-analysis",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/business-analysis/requirements-elicitation-working-skill/",
      "title": "Requirements Elicitation Working Skill",
      "description": "Turn vague stakeholder complaints into structured requirements with assumptions, constraints, risks, and acceptance criteria.",
      "type": "skill-hub",
      "section": "business-analysis",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/business-analysis/scope-boundary-definition-working-skill/",
      "title": "Scope Boundary Definition Working Skill",
      "description": "Define what is in scope, what is out of scope, and what sits at the boundary so that projects do not drift into adjacent problems.",
      "type": "skill-hub",
      "section": "business-analysis",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/business-analysis/stakeholder-analysis-working-skill/",
      "title": "Stakeholder Analysis Working Skill",
      "description": "Identify who affects or is affected by a change, what they control, what they need, and how to get reliable information from them.",
      "type": "skill-hub",
      "section": "business-analysis",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/business-analysis/use-case-analysis-working-skill/",
      "title": "Use Case Analysis Working Skill",
      "description": "Identify actors, goals, and system interactions to produce structured use cases that reveal missing requirements and boundary conditions.",
      "type": "skill-hub",
      "section": "business-analysis",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/business-analysis/user-story-refinement-working-skill/",
      "title": "User Story Refinement Working Skill",
      "description": "Turn vague user stories into structured, implementable backlog items with acceptance criteria, boundaries, and dependencies.",
      "type": "skill-hub",
      "section": "business-analysis",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/dama-dmbok/",
      "title": "DAMA / Data — Practical Working Skills",
      "description": "Practical working skills for data governance, quality root cause, metadata, master data, lineage, reference data, and integration interoperability. Usable tomorrow.",
      "type": "skill-hub",
      "section": "dama-dmbok",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "Dzmitryi Kharlanau",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/dama-dmbok/data-governance-working-skill/",
      "title": "Data Governance Working Skill",
      "description": "Diagnose missing data ownership, undefined rules, and unenforced policies. Produce a governance action plan with named owners, decision rights, and enforcement mechanisms.",
      "type": "skill-hub",
      "section": "dama-dmbok",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/dama-dmbok/data-integration-interoperability-working-skill/",
      "title": "Data Integration & Interoperability Working Skill",
      "description": "Diagnose integration failures caused by data mismatch, schema drift, or mapping errors. Define data contracts and validation rules at interface boundaries.",
      "type": "skill-hub",
      "section": "dama-dmbok",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/dama-dmbok/data-lineage-working-skill/",
      "title": "Data Lineage Working Skill",
      "description": "Trace data from source to consumer. Document transformations, hops, and ownership at each stage. Identify lineage gaps that create audit or trust risk.",
      "type": "skill-hub",
      "section": "dama-dmbok",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/dama-dmbok/data-quality-root-cause-working-skill/",
      "title": "Data Quality Root Cause Working Skill",
      "description": "Trace a data defect from symptom to entry point. Classify the root cause type. Produce a correction plan and a prevention control.",
      "type": "skill-hub",
      "section": "dama-dmbok",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/dama-dmbok/master-data-management-working-skill/",
      "title": "Master Data Management Working Skill",
      "description": "Map master data domains, identify duplication and fragmentation, define golden record logic, and design replication governance.",
      "type": "skill-hub",
      "section": "dama-dmbok",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/dama-dmbok/metadata-management-working-skill/",
      "title": "Metadata Management Working Skill",
      "description": "Catalog business, technical, and operational metadata. Identify gaps that block reporting, integration, or AI readiness. Produce a metadata inventory with ownership.",
      "type": "skill-hub",
      "section": "dama-dmbok",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/dama-dmbok/reference-data-management-working-skill/",
      "title": "Reference Data Management Working Skill",
      "description": "Manage code lists, status values, and classification schemes. Prevent drift between systems. Design distribution and change control for reference data.",
      "type": "skill-hub",
      "section": "dama-dmbok",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/decision-validation/",
      "title": "Decision & Validation — Skill Group Index",
      "description": "Practical working skills for making evidence-based decisions and validating requirements: trade-off analysis, option comparison, risk dependency mapping, evidence-based recommendations, requirements review, traceability matrix drafting, and test scenario derivation.",
      "type": "skill-hub",
      "section": "decision-validation",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "Dzmitryi Kharlanau",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/decision-validation/evidence-based-recommendation-working-skill/",
      "title": "Evidence-Based Recommendation Writing Working Skill",
      "description": "Write recommendations that state what should be done, why it should be done, and what evidence supports the claim — so that approvers can decide without guessing.",
      "type": "skill-hub",
      "section": "decision-validation",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/decision-validation/option-comparison-matrix-working-skill/",
      "title": "Option Comparison Matrix Working Skill",
      "description": "Produce a structured comparison of options against weighted criteria so that stakeholders can see why one option is better without relying on narrative bias.",
      "type": "skill-hub",
      "section": "decision-validation",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/decision-validation/requirements-review-checklist-working-skill/",
      "title": "Requirements Review Checklist Working Skill",
      "description": "Review requirements for completeness, consistency, testability, and feasibility before they are approved for implementation.",
      "type": "skill-hub",
      "section": "decision-validation",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/decision-validation/risk-dependency-mapping-working-skill/",
      "title": "Risk and Dependency Mapping Working Skill",
      "description": "Identify what could go wrong, what depends on what, and which risks are connected so that mitigation plans address root causes instead of symptoms.",
      "type": "skill-hub",
      "section": "decision-validation",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/decision-validation/test-scenario-derivation-working-skill/",
      "title": "Test Scenario Derivation Working Skill",
      "description": "Derive concrete test scenarios from requirements and acceptance criteria so that testers know exactly what to verify before development begins.",
      "type": "skill-hub",
      "section": "decision-validation",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/decision-validation/traceability-matrix-working-skill/",
      "title": "Traceability Matrix Drafting Working Skill",
      "description": "Map requirements to source, design, test, and release so that every requirement can be traced from origin to verification and no requirement is orphaned.",
      "type": "skill-hub",
      "section": "decision-validation",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/decision-validation/trade-off-analysis-working-skill/",
      "title": "Trade-Off Analysis Working Skill",
      "description": "Compare competing objectives across multiple dimensions so that decisions are made on evidence rather than on the loudest voice in the room.",
      "type": "skill-hub",
      "section": "decision-validation",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/framework-map/",
      "title": "Framework Map — How Enterprise Frameworks Map to Practical Work",
      "description": "A practical map connecting DAMA-DMBOK, BABOK, TOGAF-style architecture, integration architecture, and SAP AMS to usable work skills. Not a framework summary.",
      "type": "skill-hub",
      "section": "framework-map.md",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/",
      "title": "Skill Hub — Practical Working Skills for Enterprise Consultants and AI Agents",
      "description": "A library of practical working skills for enterprise consultants, business analysts, data consultants, solution architects, integration architects, SAP AMS consultants, and AI agents. Not a glossary. Not a framework encyclopedia. Usable work skills.",
      "type": "skill-hub",
      "section": "index.md",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-13",
      "author": "Dzmitryi Kharlanau",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/integration-architecture/",
      "title": "Integration Architecture — Skill Group Index",
      "description": "Practical working skills for designing, owning, monitoring, and troubleshooting enterprise integrations in SAP and mixed landscapes.",
      "type": "skill-hub",
      "section": "integration-architecture",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "Dzmitryi Kharlanau",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/integration-architecture/api-integration-working-skill/",
      "title": "API Integration Working Skill",
      "description": "Choose protocols, define contracts, and design resilient synchronous integrations for REST, OData, SOAP, and SAP services.",
      "type": "skill-hub",
      "section": "integration-architecture",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/integration-architecture/data-mesh-working-skill/",
      "title": "Data Mesh Working Skill",
      "description": "Apply data mesh principles to SAP and enterprise landscapes by identifying domains, defining data products, assigning ownership, and choosing integration patterns.",
      "type": "skill-hub",
      "section": "integration-architecture",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/integration-architecture/event-driven-architecture-working-skill/",
      "title": "Event-Driven Architecture Working Skill",
      "description": "Decide whether an event should exist, who owns it, what its contract is, and how failures are monitored and handled.",
      "type": "skill-hub",
      "section": "integration-architecture",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/integration-architecture/integration-error-handling-working-skill/",
      "title": "Integration Error Handling Working Skill",
      "description": "Design retry, dead letter, and escalation logic so transient failures recover safely and permanent failures escalate correctly.",
      "type": "skill-hub",
      "section": "integration-architecture",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/integration-architecture/integration-observability-working-skill/",
      "title": "Integration Observability Working Skill",
      "description": "Design monitoring and alerting for integrations so failures are detected before business users report them, and diagnostics are fast and repeatable.",
      "type": "skill-hub",
      "section": "integration-architecture",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/integration-architecture/interface-ownership-working-skill/",
      "title": "Interface Ownership Working Skill",
      "description": "Assign clear ownership to every interface, document who decides what, and prevent failures from sitting unresolved because no one is responsible.",
      "type": "skill-hub",
      "section": "integration-architecture",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/productivity-execution-control/",
      "title": "Productivity and Execution Control — Skill Group Index",
      "description": "Practical working skills for planning work, clarifying tasks, triaging priorities, escalating blockers, reviewing daily execution, tracking follow-ups, managing delivery checklists, and detecting scope creep.",
      "type": "skill-hub",
      "section": "productivity-execution-control",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "Dzmitryi Kharlanau",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/productivity-execution-control/blocker-escalation-working-skill/",
      "title": "Blocker Escalation Working Skill",
      "description": "Escalate a blocked task to the right person with the right context so the blocker is removed quickly, without blame, and without repeating information.",
      "type": "skill-hub",
      "section": "productivity-execution-control",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/productivity-execution-control/daily-execution-review-working-skill/",
      "title": "Daily Execution Review Working Skill",
      "description": "Run a 10-minute structured daily review that tracks progress, surfaces blockers, and resets priorities so the team starts each day with clarity and alignment.",
      "type": "skill-hub",
      "section": "productivity-execution-control",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/productivity-execution-control/delivery-checklist-management-working-skill/",
      "title": "Delivery Checklist Management Working Skill",
      "description": "Build and maintain a delivery checklist that confirms every prerequisite is complete, every risk is addressed, and every stakeholder is ready before a milestone is declared done.",
      "type": "skill-hub",
      "section": "productivity-execution-control",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/productivity-execution-control/follow-up-tracking-working-skill/",
      "title": "Follow-Up Tracking Working Skill",
      "description": "Track commitments made in meetings and messages so nothing is forgotten, every promise has an owner and a deadline, and accountability is visible.",
      "type": "skill-hub",
      "section": "productivity-execution-control",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/productivity-execution-control/priority-triage-working-skill/",
      "title": "Priority Triage Working Skill",
      "description": "Compare tasks by impact, urgency, and effort to decide what to do now, what to do next, and what to decline or defer so capacity is allocated to the highest-value work.",
      "type": "skill-hub",
      "section": "productivity-execution-control",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/productivity-execution-control/scope-creep-detection-working-skill/",
      "title": "Scope Creep Detection Working Skill",
      "description": "Detect, document, and challenge scope expansion before it consumes budget and schedule without changing the project charter or approval chain.",
      "type": "skill-hub",
      "section": "productivity-execution-control",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/productivity-execution-control/task-clarification-working-skill/",
      "title": "Task Clarification Working Skill",
      "description": "Turn a vague or ambiguous task into a clear, actionable work item with defined inputs, outputs, success criteria, and ownership so the assignee can start immediately.",
      "type": "skill-hub",
      "section": "productivity-execution-control",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/productivity-execution-control/work-breakdown-planning-working-skill/",
      "title": "Work Breakdown Planning Working Skill",
      "description": "Decompose a project or phase into work packages with clear boundaries, dependencies, and deliverables so the team can estimate, assign, and execute without overlap or gaps.",
      "type": "skill-hub",
      "section": "productivity-execution-control",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/quality-rules/",
      "title": "Quality Rules — What Makes a Skill Hub Page Good or Bad",
      "description": "Quality criteria for Skill Hub pages. Good page criteria, weak page warning signs, anti-generic writing rules, public-safety rules, agent-readiness rules, artifact-readiness rules, and link quality rules.",
      "type": "skill-hub",
      "section": "quality-rules.md",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/sap-ams/",
      "title": "SAP AMS / Operations — Skill Group Index",
      "description": "Practical working skills for SAP Application Management Services and operations: incident triage, root cause analysis, change impact, knowledge capture, and recurring ticket patterns.",
      "type": "skill-hub",
      "section": "sap-ams",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "Dzmitryi Kharlanau",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/sap-ams/change-impact-analysis-working-skill/",
      "title": "Change Impact Analysis — Working Skill",
      "description": "Before applying a transport, configuration change, or master data update, know which processes, interfaces, and stakeholders are affected.",
      "type": "skill-hub",
      "section": "sap-ams",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/sap-ams/incident-triage-working-skill/",
      "title": "Incident Triage — Working Skill",
      "description": "Classify SAP incidents fast, contain business impact, and route to the right owner without wasting time on premature diagnosis.",
      "type": "skill-hub",
      "section": "sap-ams",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/sap-ams/operational-knowledge-capture-working-skill/",
      "title": "Operational Knowledge Capture — Working Skill",
      "description": "Turn firefighting into reusable knowledge: capture what was done, why it worked, and when it applies.",
      "type": "skill-hub",
      "section": "sap-ams",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/sap-ams/recurring-ticket-pattern-analysis-working-skill/",
      "title": "Recurring Ticket Pattern Analysis — Working Skill",
      "description": "Find the patterns behind repeated tickets, quantify the cost, and design a permanent fix instead of handling the same symptom forever.",
      "type": "skill-hub",
      "section": "sap-ams",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/sap-ams/root-cause-analysis-working-skill/",
      "title": "Root Cause Analysis — Working Skill",
      "description": "Separate symptoms from causes, trace defects to their entry point, and produce a correction and prevention plan for SAP incidents.",
      "type": "skill-hub",
      "section": "sap-ams",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/skill-page-template/",
      "title": "Skill Page Template — Standard Structure for Skill Hub Pages",
      "description": "The standard template for all Skill Hub pages. Defines the required sections, their purpose, and quality criteria. Use this when creating or reviewing skill pages.",
      "type": "skill-hub",
      "section": "skill-page-template.md",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-09",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/systems-analysis/",
      "title": "Systems Analysis — Skill Group Index",
      "description": "Practical working skills for systems analysts: mapping entity states, lifecycles, and interface requirements across system boundaries.",
      "type": "skill-hub",
      "section": "systems-analysis",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "Dzmitryi Kharlanau",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/systems-analysis/interface-requirement-analysis-working-skill/",
      "title": "Interface Requirement Analysis Working Skill",
      "description": "Define what data crosses a system boundary, in which direction, under what conditions, and with what quality and error-handling requirements.",
      "type": "skill-hub",
      "section": "systems-analysis",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/systems-analysis/state-lifecycle-analysis-working-skill/",
      "title": "State and Lifecycle Analysis Working Skill",
      "description": "Map the states an entity passes through, the events that trigger transitions, and the conditions that must hold at each stage so that no invalid state reaches production.",
      "type": "skill-hub",
      "section": "systems-analysis",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/testing-quality-delivery/",
      "title": "Testing, QA, and Delivery Validation — Skill Group Index",
      "description": "Practical working skills for testing, quality assurance, and delivery validation: test case design, regression planning, defect triage, QA review, deployment readiness, UAT preparation, test evidence review, and release risk assessment.",
      "type": "skill-hub",
      "section": "testing-quality-delivery",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "Dzmitryi Kharlanau",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/testing-quality-delivery/defect-triage-classification-working-skill/",
      "title": "Defect Triage and Classification Working Skill",
      "description": "Classify incoming defects by severity, priority, root cause area, and owner so the right team fixes the right defects in the right order.",
      "type": "skill-hub",
      "section": "testing-quality-delivery",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/testing-quality-delivery/deployment-readiness-checklist-working-skill/",
      "title": "Deployment Readiness Checklist Working Skill",
      "description": "Confirm that every prerequisite for safe deployment is complete: tests passed, rollback plan ready, stakeholders informed, monitoring active.",
      "type": "skill-hub",
      "section": "testing-quality-delivery",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/testing-quality-delivery/qa-review-sign-off-working-skill/",
      "title": "QA Review and Sign-Off Working Skill",
      "description": "Run a structured quality gate review before release: verify test coverage, defect status, documentation completeness, and risk acceptance.",
      "type": "skill-hub",
      "section": "testing-quality-delivery",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/testing-quality-delivery/regression-test-planning-working-skill/",
      "title": "Regression Test Planning Working Skill",
      "description": "Select what to retest based on change risk, impact area, and historical defect density so regression effort is focused and defensible.",
      "type": "skill-hub",
      "section": "testing-quality-delivery",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/testing-quality-delivery/release-risk-review-working-skill/",
      "title": "Release Risk Review Working Skill",
      "description": "Assess release risk by weighing open defects, untested areas, dependency changes, and business impact so the go/no-go decision is evidence-based.",
      "type": "skill-hub",
      "section": "testing-quality-delivery",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/testing-quality-delivery/test-case-design-working-skill/",
      "title": "Test Case Design Working Skill",
      "description": "Write step-by-step executable test cases that verify requirements, cover edge cases, and can be executed by testers who do not know the system internals.",
      "type": "skill-hub",
      "section": "testing-quality-delivery",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/testing-quality-delivery/test-evidence-review-working-skill/",
      "title": "Test Evidence Review Working Skill",
      "description": "Review executed test evidence for completeness, accuracy, and traceability so the test record is audit-ready and credible.",
      "type": "skill-hub",
      "section": "testing-quality-delivery",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/testing-quality-delivery/uat-preparation-working-skill/",
      "title": "UAT Preparation Working Skill",
      "description": "Prepare business testers with clear scenarios, test data, environment access, and defect reporting rules so UAT produces valid sign-off.",
      "type": "skill-hub",
      "section": "testing-quality-delivery",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/work-documentation-handover/",
      "title": "Work Documentation and Handover — Skill Group Index",
      "description": "Practical working skills for writing handover notes, decision summaries, action logs, process documentation, incident records, knowledge articles, runbooks, status updates, and lessons learned.",
      "type": "skill-hub",
      "section": "work-documentation-handover",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "Dzmitryi Kharlanau",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/work-documentation-handover/decision-summary-writing-working-skill/",
      "title": "Decision Summary Writing Working Skill",
      "description": "Document what was decided, what alternatives were rejected, why, and what the consequences are so future teams do not re-open closed decisions.",
      "type": "skill-hub",
      "section": "work-documentation-handover",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/work-documentation-handover/handover-note-writing-working-skill/",
      "title": "Handover Note Writing Working Skill",
      "description": "Produce a handover package that transfers context, decisions, risks, and open items so the receiving team can continue without starting from scratch.",
      "type": "skill-hub",
      "section": "work-documentation-handover",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/work-documentation-handover/incident-documentation-working-skill/",
      "title": "Incident Documentation Working Skill",
      "description": "Write an incident record that captures symptom, diagnosis, resolution, and prevention so the next incident is handled faster and patterns are visible.",
      "type": "skill-hub",
      "section": "work-documentation-handover",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/work-documentation-handover/knowledge-article-writing-working-skill/",
      "title": "Knowledge Article Writing Working Skill",
      "description": "Turn a known fix, workaround, or procedure into a self-service knowledge article that reduces repeat tickets and onboarding time.",
      "type": "skill-hub",
      "section": "work-documentation-handover",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/work-documentation-handover/lessons-learned-capture-working-skill/",
      "title": "Lessons Learned Capture Working Skill",
      "description": "Capture what worked, what failed, and what to change after a project phase or incident so the organization learns instead of repeating.",
      "type": "skill-hub",
      "section": "work-documentation-handover",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/work-documentation-handover/meeting-notes-to-action-log-working-skill/",
      "title": "Meeting Notes to Action Log Working Skill",
      "description": "Convert raw meeting notes into a structured action log with owners, deadlines, and dependencies so decisions become executable tasks.",
      "type": "skill-hub",
      "section": "work-documentation-handover",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/work-documentation-handover/process-documentation-working-skill/",
      "title": "Process Documentation Working Skill",
      "description": "Document how a business process actually works, who owns each step, what systems are involved, and where it breaks.",
      "type": "skill-hub",
      "section": "work-documentation-handover",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/work-documentation-handover/runbook-writing-working-skill/",
      "title": "Runbook Writing Working Skill",
      "description": "Write a step-by-step operational runbook that an on-call engineer can follow safely without knowing the system history.",
      "type": "skill-hub",
      "section": "work-documentation-handover",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    },
    {
      "url": "https://dkharlanau.github.io/skill-hub/work-documentation-handover/status-update-writing-working-skill/",
      "title": "Status Update Writing Working Skill",
      "description": "Write a project status update that tells the truth about progress, risks, blockers, and next steps without hiding bad news.",
      "type": "skill-hub",
      "section": "work-documentation-handover",
      "status": "reviewed",
      "verified": true,
      "last_reviewed": "",
      "last_modified_at": "2026-06-12",
      "author": "",
      "tags": []
    }
  ]
}