LICENSE
README.md
pyproject.toml
src/skifer/__init__.py
src/skifer/cli.py
src/skifer/registry.py
src/skifer/spark_factory.py
src/skifer/utils.py
src/skifer.egg-info/PKG-INFO
src/skifer.egg-info/SOURCES.txt
src/skifer.egg-info/dependency_links.txt
src/skifer.egg-info/entry_points.txt
src/skifer.egg-info/requires.txt
src/skifer.egg-info/top_level.txt
src/skifer/adaptive/__init__.py
src/skifer/adaptive/aggregator.py
src/skifer/adaptive/evaluator.py
src/skifer/adaptive/generator.py
src/skifer/adaptive/models.py
src/skifer/adaptive/recommender.py
src/skifer/adaptive/store.py
src/skifer/adaptive/workflow.py
src/skifer/agentic/__init__.py
src/skifer/agentic/agent.py
src/skifer/agentic/builder_agent.py
src/skifer/agentic/data_service.py
src/skifer/agentic/dictionary_agent.py
src/skifer/agentic/exporter.py
src/skifer/agentic/history.py
src/skifer/agentic/hub.py
src/skifer/agentic/lineage_agent.py
src/skifer/agentic/models.py
src/skifer/agentic/orchestrator.py
src/skifer/agentic/quality_agent.py
src/skifer/agentic/resolver.py
src/skifer/agentic/user_profile.py
src/skifer/api/__init__.py
src/skifer/api/app.py
src/skifer/api/errors.py
src/skifer/api/security.py
src/skifer/api/routes/__init__.py
src/skifer/api/routes/agents.py
src/skifer/api/routes/catalog.py
src/skifer/api/routes/certifications.py
src/skifer/api/routes/contracts.py
src/skifer/api/routes/data_products.py
src/skifer/api/routes/dictionary.py
src/skifer/api/routes/identity.py
src/skifer/api/routes/incidents.py
src/skifer/api/routes/jobs.py
src/skifer/api/routes/lineage.py
src/skifer/api/routes/pipelines.py
src/skifer/api/routes/project.py
src/skifer/api/routes/quality.py
src/skifer/api/routes/rules.py
src/skifer/api/routes/semantic.py
src/skifer/api/routes/session.py
src/skifer/capabilities/__init__.py
src/skifer/capabilities/autonomy.py
src/skifer/capabilities/credentials.py
src/skifer/capabilities/executor.py
src/skifer/capabilities/executors.py
src/skifer/capabilities/harness.py
src/skifer/capabilities/history.py
src/skifer/capabilities/invoker.py
src/skifer/capabilities/models.py
src/skifer/capabilities/preconditions.py
src/skifer/capabilities/registry.py
src/skifer/capabilities/validator.py
src/skifer/core/__init__.py
src/skifer/core/catalog_inspector.py
src/skifer/core/config.py
src/skifer/core/constants.py
src/skifer/core/context.py
src/skifer/core/core.py
src/skifer/core/environment.py
src/skifer/core/interpreter.py
src/skifer/core/ir.py
src/skifer/core/json_schema.py
src/skifer/core/loaders.py
src/skifer/core/op_catalog.py
src/skifer/core/patterns.py
src/skifer/core/registry.py
src/skifer/core/rule_analyzer.py
src/skifer/core/rule_executor.py
src/skifer/core/rule_planner.py
src/skifer/core/sandbox.py
src/skifer/core/schema_loader.py
src/skifer/core/spark_backend.py
src/skifer/core/sql_compiler.py
src/skifer/core/writer.py
src/skifer/lineage/__init__.py
src/skifer/lineage/classification.py
src/skifer/lineage/dictionary.py
src/skifer/lineage/renderer.py
src/skifer/lineage/tracker.py
src/skifer/mcp/__init__.py
src/skifer/mcp/auth.py
src/skifer/mcp/capability_tools.py
src/skifer/mcp/config.py
src/skifer/mcp/resources.py
src/skifer/mcp/runtime.py
src/skifer/mcp/server.py
src/skifer/mcp/tools.py
src/skifer/observability/__init__.py
src/skifer/observability/alerts.py
src/skifer/observability/audit.py
src/skifer/observability/best_effort.py
src/skifer/observability/certification.py
src/skifer/observability/certification_store.py
src/skifer/observability/checks.py
src/skifer/observability/contracts.py
src/skifer/observability/history.py
src/skifer/observability/incidents.py
src/skifer/observability/metadata_index.py
src/skifer/observability/metadata_store.py
src/skifer/observability/monitor.py
src/skifer/observability/odcs.py
src/skifer/observability/openlineage.py
src/skifer/observability/publication.py
src/skifer/observability/quarantine.py
src/skifer/observability/reporter.py
src/skifer/observability/tracing.py
src/skifer/observability/tracing_exporters.py
src/skifer/observability/uc_mirror.py
src/skifer/semantic/__init__.py
src/skifer/semantic/access_policy.py
src/skifer/semantic/builder.py
src/skifer/semantic/calendar.py
src/skifer/semantic/dependencies.py
src/skifer/semantic/domain.py
src/skifer/semantic/domain_graph.py
src/skifer/semantic/draft_builder.py
src/skifer/semantic/evidence.py
src/skifer/semantic/extractor.py
src/skifer/semantic/glossary.py
src/skifer/semantic/llm_provider.py
src/skifer/semantic/metric_views.py
src/skifer/semantic/output_projection.py
src/skifer/semantic/persistence.py
src/skifer/semantic/planner.py
src/skifer/semantic/semantic.py
src/skifer/semantic/sync.py
src/skifer/semantic/validator.py
src/skifer/services/__init__.py
src/skifer/services/agents.py
src/skifer/services/container.py
src/skifer/services/context.py
src/skifer/services/execution.py
src/skifer/services/governance.py
src/skifer/services/identity.py
src/skifer/services/project.py
src/skifer/services/quality.py
src/skifer/services/rules.py
src/skifer/services/semantic.py
src/skifer/services/serialization.py
src/skifer/serving/__init__.py
src/skifer/serving/_agent_core.py
src/skifer/serving/_response_serializer.py
src/skifer/serving/deploy.py
src/skifer/serving/responses_agent.py
src/skifer/sinks/__init__.py
src/skifer/sinks/jdbc.py
tests/test_adaptive_aggregator.py
tests/test_adaptive_cli.py
tests/test_adaptive_evaluator.py
tests/test_adaptive_generator.py
tests/test_adaptive_recommender.py
tests/test_adaptive_store.py
tests/test_agent.py
tests/test_agent_ready_data_service.py
tests/test_aggregate.py
tests/test_alerts.py
tests/test_api.py
tests/test_audit.py
tests/test_backend_spark.py
tests/test_best_effort.py
tests/test_builder_agent.py
tests/test_capability_autonomy.py
tests/test_capability_credentials.py
tests/test_capability_executor.py
tests/test_capability_executors.py
tests/test_capability_harness.py
tests/test_capability_history.py
tests/test_capability_invoker.py
tests/test_capability_preconditions.py
tests/test_capability_registry.py
tests/test_capability_validator.py
tests/test_catalog_inspector.py
tests/test_certification.py
tests/test_certification_store.py
tests/test_certified_publication.py
tests/test_cli.py
tests/test_cli_metadata.py
tests/test_config.py
tests/test_context.py
tests/test_contract_diff.py
tests/test_contracts.py
tests/test_core.py
tests/test_core_connect_patch.py
tests/test_core_env_detection.py
tests/test_core_join.py
tests/test_core_username.py
tests/test_dictionary_agent.py
tests/test_docs_navigation.py
tests/test_dummy.py
tests/test_engine_fake_backend.py
tests/test_engine_with_backend.py
tests/test_examples.py
tests/test_history.py
tests/test_hub.py
tests/test_incidents.py
tests/test_incidents_cli.py
tests/test_interpreter.py
tests/test_ir.py
tests/test_json_schema.py
tests/test_lineage_agent.py
tests/test_lineage_classification.py
tests/test_lineage_dictionary.py
tests/test_lineage_renderer.py
tests/test_lineage_tracker.py
tests/test_llm_provider.py
tests/test_loaders.py
tests/test_materialized_view.py
tests/test_mcp_auth.py
tests/test_mcp_capabilities.py
tests/test_mcp_cli.py
tests/test_mcp_resources.py
tests/test_mcp_tools.py
tests/test_metadata_index.py
tests/test_metadata_registry_query.py
tests/test_metadata_store.py
tests/test_metric_views.py
tests/test_observability.py
tests/test_odcs_export.py
tests/test_odcs_import.py
tests/test_op_catalog.py
tests/test_openlineage.py
tests/test_orchestrator.py
tests/test_package_metadata.py
tests/test_partials.py
tests/test_patterns.py
tests/test_quality_agent.py
tests/test_quarantine.py
tests/test_registry.py
tests/test_registry_import_paths.py
tests/test_resolver.py
tests/test_rule_analyzer.py
tests/test_rule_executor.py
tests/test_rule_planner.py
tests/test_sandbox.py
tests/test_schema_loader.py
tests/test_semantic_access_policy.py
tests/test_semantic_builder.py
tests/test_semantic_calendar.py
tests/test_semantic_certification_gate.py
tests/test_semantic_domain.py
tests/test_semantic_domain_e2e.py
tests/test_semantic_draft_builder.py
tests/test_semantic_engine_catalog.py
tests/test_semantic_evidence.py
tests/test_semantic_metric_views_publish.py
tests/test_semantic_persistence.py
tests/test_semantic_planner.py
tests/test_semantic_projection.py
tests/test_semantic_sync.py
tests/test_services_agents.py
tests/test_services_architecture.py
tests/test_services_container.py
tests/test_services_context.py
tests/test_services_execution.py
tests/test_services_governance.py
tests/test_services_identity.py
tests/test_services_project.py
tests/test_services_quality.py
tests/test_services_rules.py
tests/test_services_semantic.py
tests/test_services_serialization.py
tests/test_serving_agent_core.py
tests/test_serving_deploy.py
tests/test_serving_mlflow_roundtrip.py
tests/test_serving_response_serializer.py
tests/test_sink_jdbc.py
tests/test_spark_backend.py
tests/test_spark_factory.py
tests/test_sql_compiler.py
tests/test_streaming.py
tests/test_tracing.py
tests/test_tracing_exporters.py
tests/test_tracing_integration.py
tests/test_tracing_mlflow_real.py
tests/test_tracing_redaction.py
tests/test_uc_mirror.py
tests/test_user_profile.py
tests/test_utils_logging.py
tests/test_utils_safe_columns.py
tests/test_validator.py
tests/test_writer.py