Manufacturing Quality World

Represents quality incidents and their evidence, production lineage, equipment context, decisions, corrective actions, and outcomes.

Scope

Included: quality_incident, lot, equipment, inspection, claim, evidence, constraint, decision, capa, outcome.

Excluded: complete_mes_implementation, complete_qms_implementation.

The package is intentionally not a full MES or QMS database schema.

Sources

• Source systems (interfaces/sources.yaml): MES (production orders, operation execution, production lots, equipment, defect events) and QMS (inspections, nonconformances, claims, CAPA, verification).
• Standards: ISA-95 and OPC UA, bound in interfaces/sources.yaml (see Adjacent standards).
• Ontology: openworld-examples/quality-ontology@0.1.0, a dependency.
• Knowledge graph: knowledge/plant-kg.yaml, a small illustrative plant graph.

Native system records are bound through explicit interface/mapping assets.

Use it for

• What is the current status of an incident, its claim, and its CAPA, and which inspection results and equipment condition events go with it?
• Which lots, equipment, and parts are behind a customer claim (extraction/claim-context.yaml)?
• Should affected lots be put on quality hold (scenarios/quality-hold.yaml)?
• Trace a claim to production and equipment evidence and propose a reviewed RCA and CAPA (tasks/claim-rca.yaml).
• Check whether a committed action had its intended effect: QMS status, follow-up inspection, CAPA outcome (interfaces/effect-verification.yaml).

Limitations

• Reference semantic package; source systems remain external.
• evidence.open_hypotheses is in the EWS schema but has no binding in the State Compiler.
• The RCA playbook (knowledge/rca-playbook.yaml) has no bound content.
• The plant knowledge graph holds no real plant data.
• Task, work, artifact, and consumer assets are experimental (spec Appendix C).

Versions

• 0.1.0: first public example.

Conformance

Declared profile: action-ready — a World View, a State Compiler with a concrete EWS schema, and action/commit/effect-verification interfaces.

Semantics

semantics/quality-terms.yaml binds the World's names, all nine EWS fields, the observation types, and the actions to terms of openworld-examples/quality-ontology (a dependency). Check it with ontle validate --resolve --source examples.

Knowledge graph (experimental)

knowledge/plant-kg.yaml is a small illustrative plant graph (kg/plant.ttl). It is the A-box for the T-box in openworld-examples/quality-ontology; ontle kg check . --source ../.. confirms it uses only that ontology's classes and properties, within their domains and ranges. extraction/claim-context.yaml selects the lots, equipment, and parts behind one claim, and lists the ontology terms its query uses (query.terms, experimental), so that a deprecated or removed term is reported instead of silently matching nothing: ontle kg extract . --profile extraction/claim-context.yaml --param claimId=C-102 produces examples/kg-observations.yaml, and compiling it together with examples/observations.yaml gives examples/expected-ews-with-kg.yaml.

Work (experimental)

tasks/claim-rca.yaml combines the Diagnose and Recommend work patterns, needs the quality-incident View and the RCA playbook (knowledge/rca-playbook.yaml), and produces the RCA report described by artifacts/rca-report.yaml. consumers/quality-manager.yaml describes how the quality manager receives the View. These asset kinds are experimental (spec Appendix C).

Adjacent standards

ISA-95 (enterprise-control object models) and OPC UA (equipment information models) are referenced from interfaces/sources.yaml. OWP does not redefine them; it binds them to this World and View. The OPC UA binding points at the OPC 40001-1 Machinery 1.04.1 NodeSet in the OPC Foundation UA-Nodeset repository, pinned by digest (the NodeSet files are under the OPC Foundation MIT License 1.00; the specification documents are not redistributable and are only linked).

Assets

Path	Kind
actors/plant-director.yaml	ActorProfile
actors/quality-manager.yaml	ActorProfile
actors/quality-team.yaml	ActorProfile
actors/rca-agent.yaml	ActorProfile
agents/rca-agent.yaml	AgentProfile
artifacts/rca-report.yaml	ArtifactContract
capabilities/rca-analysis.yaml	CapabilityContract
consumers/quality-manager.yaml	ConsumerRepresentationProfile
delegations/rca-agent.yaml	DelegationProfile
eval/rca-report-review.yaml	EvaluationProfile
examples/basic.yaml	PackageExample
examples/expected-ews-with-kg.yaml	PackageExample
examples/expected-ews.yaml	PackageExample
examples/kg-observations.yaml	PackageExample
examples/observations.yaml	PackageExample
extraction/claim-context.yaml	KnowledgeExtractionProfile
interfaces/actions.yaml	ActionBindingProfile
interfaces/commit.yaml	CommitContract
interfaces/effect-verification.yaml	EffectVerificationProfile
interfaces/observations.yaml	ObservationAcquisitionProfile
interfaces/sources.yaml	SourceSystemSchemaProfile
knowledge/plant-kg.yaml	KnowledgeAsset
knowledge/rca-playbook.yaml	KnowledgeAsset
patterns/diagnose.yaml	WorkPatternProfile
roles/quality-manager.yaml	RoleProfile
scenarios/claim-rca.yaml	ScenarioProfile
scenarios/quality-hold.yaml	ScenarioProfile
semantics/quality-terms.yaml	SemanticBinding
state/quality-incident-compiler.yaml	StateCompilerProfile
tasks/claim-rca.yaml	TaskSetProfile
views/quality-incident-task.yaml	WorldViewProfile