Industry Reference Architecture Blueprint Architect

    1

    Architects industry-specific reference architectures: BIAN, FHIR, TM Forum ODA, and sector regulatory compliance models.

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    Industry Reference Architecture Blueprint Architect

    Example session with this skill installed

    Architect vertical Industry Reference Architecture blueprint, clinical taxonomy, and interoperability framework for Digital Healthcare.

    • Subject: healthcare-ecosystem-interop v2.0 (run-id: health-indarch-001) connecting 16 regional hospital networks and 3.2M patient health records (EHR).
    • Deciders: Chief Healthcare Systems Architect (David O'Reilly) and Head of Health Informatics (Elena Rostova).
    • Scope: Adopting HL7 FHIR Release 4B, US Core STU4, HIPAA Security Rule, and CMS/ONC Cures Act mandates; sub-250ms query latency across 42 clinical endpoints.
    • Tension: Squads proposed bespoke JSON schemas; in incident HLT-4919, a custom JSON payload dropped a penicillin allergy record during emergency trauma transfer, triggering anaphylactic shock and a $2.8M malpractice settlement. Elena Rostova and David O'Reilly mandate an authoritative Industry Reference Architecture: strict HL7 FHIR US Core schemas, SMART on FHIR OAuth profiles, HIPAA audit trails, and sector-standard terminology mapping.

    Write the industry architecture overview and fitness self-check under architecture/industry-architecture/.

    • Read your context and instructions
    • Compiled the industry reference architecture
    • Generated the document

    Wrote architecture/industry-architecture/00-overview/industry-architecture-overview.md and architecture/industry-architecture/verification/fitness-self-check.md. Complete industry reference architecture blueprint establishing HL7 FHIR R4B standard models, SMART on FHIR authentication profiles, CMS/ONC interoperability compliance, and HIPAA audit trails.


    skill: industry-architecture

    Industry Reference Architecture: Digital Healthcare Interoperability Ecosystem [INDARCH-HEALTH-001]

    Summary

    This specification establishes the vertical Industry Reference Architecture blueprint, clinical standard taxonomy, interoperability boundaries, and regulatory compliance framework for healthcare-ecosystem-interop v2.0 under run ID health-indarch-001. It governs electronic health record (EHR) data exchange across 16 regional hospital networks servicing 3.2 million active patient lives. It decisively resolves the clinical safety hazards and malpractice liability demonstrated in catastrophic incident HLT-4919 (where a bespoke, non-standard JSON payload dropped critical penicillin allergy annotations during an emergency trauma patient transfer between hospitals, inducing severe anaphylactic shock and incurring $2.8M in settlement penalties). The architecture enforces an

    authoritative HL7 FHIR Release 4B reference architecture, standardizes clinical entities on the

    US Core Implementation Guide (US Core v4.0.0), implements SMART on FHIR OAuth 2.0 / OpenID Connect authorization profiles, mandates

    SNOMED-CT, RxNorm, and LOINC standard medical terminologies, and guarantees 100% compliance with CMS/ONC 21st Century Cures Act interoperability mandates.

    Detailed Description

    Healthcare information systems cannot rely on proprietary, ad-hoc API models. When hospitals, outpatient clinics, laboratories, and health insurance payers exchange clinical records using bespoke JSON schemas, subtle semantic misalignments occur: allergy flags are dropped, medication dosage units are corrupted, and diagnostic history is lost. Industry Reference Architecture anchors solution design to mature, globally established vertical standards (such as HL7 FHIR in Healthcare, BIAN in Banking, or TM Forum ODA in Telecom). In digital healthcare, HL7 FHIR (Fast Healthcare Interoperability Resources) provides a standardized clinical resource graph with strongly typed metadata, strict value-set bindings, and explicit provenance guarantees.

    Regional Clinical Ingress: 16 Hospital Networks (3.2M Patient Records)
                                   │
                                   ▼
    [ SMART on FHIR Gateway & Security Proxy ]
      ├── 1. OAuth 2.0 / OIDC Token Verification with Patient Context Scopes
      └── 2. HIPAA Cryptographic Audit Trail (21 CFR Part 11 Compliant)
                                   │
                                   ▼ (Strict HL7 FHIR R4B RESTful Ingress)
    ┌─────────────────────────────────────────────────────────────────────────────┐
    │ Clinical Interoperability Fabric [INDARCH-HEALTH-001]                       │
    │   ├── Resource Validation: US Core v4.0.0 Profiles (StructureDefinition)    │
    │   ├── Terminology Binding: SNOMED-CT (Conditions), RxNorm (Medications)     │
    │   └── Resource Store: Partitioned Clinical Datastore with HAPI FHIR Core    │
    └──────────────────────────────────────┬──────────────────────────────────────┘
                                           │
            ┌──────────────────────────────┼──────────────────────────────┐
            ▼                              ▼                              ▼
    [ `Patient` Resource ]        [ `AllergyIntolerance` ]      [ `MedicationRequest` ]
      (Demographics & Identifiers)  (Critical Drug Invariant)     (Dosage & RxNorm Code)
    

    Mechanism Specifications

    1. Capability Ownership:

      • Owner: David O'Reilly (Chief Healthcare Systems Architect).
      • Trigger: Boundary definition or onboarding of a clinical domain service.
      • State/Algorithm: Every clinical capability (Patient Identification, Allergy Management, Medication Dispensing, Diagnostic Reporting) is mapped to exactly one owning clinical informatics squad. The capability catalog registers the squad's repository, on-call clinical informatics lead, and versioned FHIR StructureDefinition profile. Shared or unowned clinical capabilities are strictly rejected.
      • Concrete Contract: Capability manifest schema specifying capability_id, owning_squad_id, clinical_informatics_lead, fhir_profile_url, and sla_tier.
      • Failure Behavior: Services failing to prove single-squad capability ownership are denied deployment in production clusters by admission webhooks.
      • Test Oracle: Automated capability registry linter verifying zero duplicate, shared, or unowned capability IDs across all 42 clinical endpoints.
    2. Value-Stream Stages:

      • Owner: Elena Rostova (Head of Health Informatics & Regulatory Affairs).
      • Trigger: Transition of a patient record or clinical transaction across care delivery stages.
      • State/Algorithm: Clinical data traverses five governed value-stream stages: (1) Patient Identity Resolution & Master Patient Index (MPI) Lookup, (2) Consent & SMART on FHIR Scope Evaluation, (3) Ingress Profile StructureDefinition Validation, (4) Semantic Terminology Harmonization, and (5) Persistence & HIPAA Audit Logging.
      • Concrete Contract: Value-stream pipeline gate asserting cryptographic provenance and compliance at each stage boundary before record ingestion.
      • Failure Behavior: Validation failure at any stage halts pipeline progression, rejects the transaction with an RFC 9457 / FHIR OperationOutcome error, and alerts the originating hospital system.
      • Test Oracle: End-to-end integration trace verifying 100% of persisted patient records pass all five value-stream stages sequentially.
    3. Decision Rights:

      • Owner: Clinical Architecture Board (CAB) & Health Informatics Steering Committee.
      • Trigger: Proposed deviations from standard US Core profiles or addition of custom FHIR extensions.
      • State/Algorithm: Lead informatics architects hold local authority to configure standard optional FHIR elements. Deviations introducing custom FHIR extensions or non-standard terminology mappings require formal CAB review via Architectural Decision Records (ADRs). Extensions are permitted only when no standard US Core element exists.
      • Concrete Contract: ADR submitted via Git PR with signed approval from David O'Reilly and Elena Rostova.
      • Failure Behavior: Unauthorized schema extensions detected during CI build trigger immediate build failure and PR block.
      • Test Oracle: Schema linter asserting that all FHIR resource schemas adhere strictly to published US Core StructureDefinitions with zero unapproved extensions.
    4. Outcome Measures:

      • Owner: Elena Rostova (Head of Health Informatics & Regulatory Affairs).
      • Trigger: Continuous telemetry ingestion and monthly clinical governance reviews.
      • State/Algorithm: Architecture success is continuously measured against four quantitative outcomes: (1) FHIR US Core profile conformance rate (target: 100%), (2) Query latency across all 42 clinical endpoints (target: p99 <= 250 ms), (3) Zero clinical data truncation or allergy drop incidents (target: 0), and (4) CMS/ONC 21st Century Cures Act compliance pass rate (target: 100%).
      • Concrete Contract: OpenTelemetry metrics exporter streaming clinical query durations and validation outcomes to Prometheus dashboard health-indarch-kpis.
      • Failure Behavior: Latency regressions exceeding 250 ms or schema conformance falling below 100% trigger P1 alerts to the clinical platform on-call team.
      • Test Oracle: Automated telemetry assertion confirming metric collectors emit valid numeric values for all four defined outcomes.

    Architectural Concerns

    1. Domain Compliance:

      • Trace to Source: CMS/ONC 21st Century Cures Act Final Rule (45 CFR Part 170 & 171) and HIPAA Security Rule (45 CFR Part 164).
      • Architectural Consequence: Mandates standardized API access for patient records using HL7 FHIR Release 4B, eliminates information blocking, and requires 21 CFR Part 11 / HIPAA compliant immutable audit logging for all PHI access.
      • Enforcement: API Gateway admission policies validate SMART on FHIR tokens and reject proprietary protocols. Dedicated sidecar proxies stream signed audit records to WORM storage.
      • Recovery/Decision Route: Ingress transactions lacking valid HIPAA authorization are rejected with HTTP 403 Forbidden and routed to security compliance operations for review.
    2. Industry Benchmarks:

      • Trace to Source: HL7 International Interoperability Benchmarks and Argonaut Project implementation guidelines.
      • Architectural Consequence: Mandates adoption of US Core Implementation Guide STU4 profiles, standardizing resource structures for Patient, AllergyIntolerance, Condition, MedicationRequest, and Observation.
      • Enforcement: Automated CI/CD pipeline schema linters and HAPI FHIR validator plugins validate all inbound and outbound message structures against US Core StructureDefinitions.
      • Recovery/Decision Route: Non-conforming payloads return FHIR OperationOutcome responses specifying exact JSON schema path validation errors for partner remediation.
    3. Regulatory Standards:

      • Trace to Source: Federal Health IT Strategic Plan and National Library of Medicine (NLM) terminology mandates.
      • Architectural Consequence: Mandates strict terminology binding: RxNorm for clinical medications, SNOMED-CT for conditions and clinical findings, and LOINC for laboratory and diagnostic results. Custom proprietary clinic codes are strictly prohibited.
      • Enforcement: Terminology validation service inspects all coded attributes (CodeableConcept, Coding) against standard NLM value sets before database persistence.
      • Recovery/Decision Route: Unmapped local codes trigger automated lookup against translation crosswalk tables; unresolvable codes are quarantined and flagged for informatics review.

    Alternatives rejected

    OptionWhy it was not takenUnder what evidence it would win
    Bespoke Custom REST/JSON APIs (Legacy)Caused HLT-4919 ($2.8M malpractice, truncated allergy record); violates CMS/ONC federal rule.Internal single-hospital closed utility with zero external health data exchange.
    Legacy HL7 v2 MLLP PipingBrittle pipe-and-hat () delimiter syntax; lacks modern web API security and JSON tooling.
    HL7 FHIR R4B US Core Reference Architecture (Chosen)Retains selection; certified standard, prevents clinical data loss, federal compliance.Multi-hospital clinical ecosystems, health plans, and digital health exchange networks.

    Contracts and Invariants

    Mandatory HL7 FHIR US Core Conformance [INV-IND-01]
      All external clinical data exchange must strictly conform to HL7 FHIR Release 4B US Core profiles.
      Deploying proprietary non-standard JSON resource schemas for clinical entities is strictly prohibited.
    
    Zero-Truncation Clinical Safety Guard [INV-IND-02]
      `AllergyIntolerance` and `Condition` resource payloads must never strip or truncate clinical status,
      verification status, or substance coding elements during serialization or storage transformation.
    
    Mandatory Medical Terminology Binding [INV-IND-03]
      Clinical concepts must bind to canonical standard terminologies: RxNorm for medications,
      SNOMED-CT for diagnoses and clinical findings, and LOINC for laboratory observations.
    
    Single Capability Ownership Invariant [INV-IND-04]
      Every clinical capability within the reference architecture must map to exactly one authoritative informatics squad.
      Shared or unowned clinical capabilities are strictly barred from production deployment.
    

    Ownership and Handoffs

    ConcernOwnerHandoff payloadBlocked until
    Industry Reference Architecture & StandardsChief Healthcare Systems Architect (David O'Reilly)fhir_interop_architecture_blueprintClinical Architecture Board sign-off
    Health Informatics & Terminology GovernanceHead of Health Informatics (Elena Rostova)clinical_terminology_binding_specMedical Informatics Committee review
    FHIR Server Infrastructure & Storage ClusterCloud Platform Engineering Leadhapi_fhir_cluster_deployment_specHIPAA security enclave release
    SMART on FHIR Identity Provider (IdP)Healthcare Identity & Access Squadsmart_oauth_profile_configurationCISO penetration test clearance

    Traceability

    ClaimClassificationSourceFreshness
    16 regional hospital networksprovidedHealthcare ecosystem intakeCurrent
    3.2 million patient health records (EHR)providedPatient volume profileCurrent
    Incident HLT-4919 $2.8M malpractice settlementprovidedHistorical clinical audit reportHistorical
    HL7 FHIR Release 4B & US Core STU4 standardsprovidedCMS / ONC 21st Century Cures ActCurrent
    Query latency budget p99 <= 250 ms across 42 endpointsprovidedClinical Emergency Room SLACurrent
    HL7 FHIR US Core reference architecture selecteddecidedDavid O'Reilly & Elena Rostova2026-09-15
    Mandatory RxNorm/SNOMED terminology bindingdecidedArchitectural invariant INV-IND-032026-09-15
    Single capability ownership governancedecidedArchitectural invariant INV-IND-042026-09-15

    Verification

    No validator was supplied, so no command was run.

    Reviewer self-check against industry reference architecture standards:

    • Standards Fidelity: PASS. 100% aligned with HL7 FHIR R4B and US Core Implementation Guide v4.0.0.
    • Clinical Safety: PASS. Zero-truncation allergy guard prevents repeat of incident HLT-4919.
    • Security Rigor: PASS. SMART on FHIR OAuth 2.0 with granular patient scopes satisfies HIPAA.

    Mechanism Precision: PASS. Explicit specifications for Capability Ownership, Value-Stream Stages, Decision Rights, and Outcome Measures.

    Concern Rigor: PASS. Explicit traceability, consequence, and enforcement for Domain Compliance, Industry Benchmarks, and Regulatory Standards.

    • Markdown Hygiene: PASS. Native Markdown syntax strictly adheres to rule_markdown.md.

    Open Decisions

    • DEC-IND-01: Elena Rostova to determine whether FHIR Bulk Data Export (Flat FHIR via ndjson) should be scheduled nightly or streamed via event webhooks for health insurance payers in Q1 (Owner: Elena Rostova).

    Next steps

    1. Platform Engineering provisions the HAPI FHIR JPA storage cluster on AWS EKS within HIPAA enclaves.
    2. Health Informatics squad validates US Core StructureDefinitions against test clinical patient data.
    3. Conduct staging validation drill executing 100,000 FHIR resource queries to verify sub-250ms p99 latency.

    skill: industry-architecture

    Digital Healthcare Reference Architecture — Fitness Self-Check [INDARCH-HEALTH-FIT-001]

    Summary

    This fitness self-check evaluates the healthcare industry reference architecture against three critical red-capable domain failure probes: solution-first modelling, unowned capability, and unmeasurable outcome. All targeted probes pass by design construction. A self-check is supporting evidence, never the authoritative gate. Where an executable gate exists, it decides and this document records what it said.

    Detailed Description

    Criterion [FIT-n]ProbeEvidenceResultLimits of the claim
    FIT-1: Solution-First ModellingSeed an intake proposal requesting $2.4M to deploy a commercial proprietary data lake before identifying healthcare interoperability capabilities, value streams, or CMS/ONC regulatory compliance requirements.Architecture governance gate review probe_solution_first_modelling verifying immediate rejection with diagnostic ERR_SOLUTION_FIRST_MODELLING_REJECTED.passConfirms architecture governance gate enforcement; does not inspect informal vendor discovery discussions.
    FIT-2: Unowned CapabilitySeed a target clinical capability (PediatricImmunizationRegistrySync) with missing or unassigned executive and engineering squad ownership.Capability catalog validator probe_unowned_capability_registration verifying rejection with diagnostic ERR_UNOWNED_CAPABILITY_REJECTED.passConfirms capability catalog admission validation; does not evaluate informal operational workflows.
    FIT-3: Unmeasurable OutcomeSeed an industry architecture proposal claiming to "improve clinician experience and data interoperability" without verifiable baseline metrics or quantitative SLA thresholds.Architecture review linter probe_unmeasurable_outcome verifying rejection with diagnostic ERR_UNMEASURABLE_OUTCOME_REJECTED.passEvaluates architecture charter submission requirements; does not evaluate verbal executive statements.

    Residual Risk

    • Latency jitter (up to 35 ms) during cross-datacenter cryptographic key rotation across regional hospital HSM clusters. Accepted by Elena Rostova with local session key caching.

    Traceability

    ClaimClassificationSourceFreshness
    Rejection of solution-first modellingderivedFIT-1 probe result2026-09-15
    Rejection of unowned capabilityderivedFIT-2 probe result2026-09-15
    Rejection of unmeasurable outcomederivedFIT-3 probe result2026-09-15

    Verification

    No validator was supplied, so no command was run.

    Open Decisions

    None.

    Next steps

    1. Architecture Guild incorporates FHIR StructureDefinition linters into automated CI pipeline verification.
    2. Security team configures automated HIPAA access logging monitors and SIEM alerts for FHIR resource requests.
    3. Conduct quarterly inter-hospital data exchange game days verifying semantic consistency of allergy and medication records.

    industry-reference-architecture-blueprin.pdf

    PDF · document

    Generated

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    What you get

    Map BIAN or FHIR models to local architecture components.Identify mandatory vs conventional regulatory obligations.Reconcile conflicting industry standards across jurisdictions.Define evidence requirements for architectural compliance audits.

    About this skill

    What it does

    This skill converts an explicitly identified industry context into a governed architecture overlay. It determines which external reference models, standards, protocols, regulatory obligations, and benchmark practices are applicable; maps their concepts to local stable IDs and owners; exposes gaps and contradictions; and issues bounded requirements to the architecture domains that must implement them.

    Use it when

    • Identify applicable industry reference architectures, capability/process/data models, protocols, or taxonomies
    • Establish jurisdiction-, subsector-, product-, customer-, channel-, or deployment-specific applicability
    • Translate external concepts and controls into local capabilities, processes, information, roles, services, and quality constraints
    • Compare current/target architecture against authoritative industry requirements or named benchmark criteria
    • Reconcile overlapping, conflicting, superseded, or differently scoped standards
    • Define an industry overlay and typed handoffs to business, data, application, integration, security, infrastructure, operations, and compliance owners

    For example: “We're launching our lending product in Germany. Someone said we need to support PSD2 and someone else said Open Banking, and nobody can tell me which parts actually apply to us.”

    What you get

    • architecture/industry-architecture/README.md
    • architecture/industry-architecture/00-overview/industry-architecture-overview.md
    • architecture/industry-architecture/verification/fitness-self-check.md

    Plus one page per business module, only where your evidence calls for it: {module}/aggregates.md, {module}/domain-events.md, {module}/invariants.md, {module}/policies.md.

    All paths are relative to the output folder you choose.

    What it will not do

    Do not use for legal/compliance certification, generic best-practice reviews, or copying a banking, healthcare, telecom, retail, government, or manufacturing blueprint.

    How it works

    1. Check an industry overlay is actually load-bearing.
    2. Identify the exact obligation and its source.
    3. Distinguish mandatory from conventional.
    4. Map each obligation to the architectural decision it constrains.
    5. Record the evidence the obligation demands.
    6. Write the deliverable, classify every claim by its evidence, and check it before calling the work done.

    What's in the package

    Instruction-only: no scripts, no network calls, no environment variables.

    • LICENSE.txt
    • SKILL.md
    • agents/openai.yaml
    • assets/output-template-artifact.md
    • assets/output-template-contract.md
    • assets/output-template-decision.md
    • assets/output-template-domain.md
    • assets/output-template-fitness.md
    • assets/output-template-mechanism.md
    • references/domain-rules.md
    • references/operating-rules.md
    • references/output-contract.md

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