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OSSS
__main__.md
agents
- metagpt_agent.md
ai
- additional_index.md
- admin_additional_index_router.md
- agents
  - base_agent.md
  - classifier_agent.md
  - critic
  - data_query
    - agent.md
    - config.md
    - http.md
    - query_metadata.md
    - queryspec.md
    - schema.md
    - specs_runtime.md
    - text_filters.md
    - wizard
    - wizard_config.md
  - final
    - agent.md
    - prompts.md
  - historian
  - http_get
    - agent.md
    - models.md
  - metadata.md
  - models.md
  - output_envelope.md
  - protocols.md
  - refiner
  - registry.md
  - synthesis
- api
  - base.md
  - decorators.md
  - external.md
  - factory.md
  - internal.md
  - main.md
  - models.md
  - orchestration_api.md
  - orchestration_interface.md
  - routes
  - schema_validation.md
  - schemas
    - query_response.md
    - questions.md
  - transformers
    - query_transformer.md
  - websockets.md
- cli
  - main.md
  - main_commands.md
  - workflow_commands.md
- common.md
- config
  - agent_configs.md
  - app_config.md
  - config_mapper.md
  - llm_config.md
  - logging_config.md
  - openai_config.md
- context.md
- correlation.md
- database
  - migrations
    - env.md
    - versions
      - 9e9217e312f7_add_historian_documents_schema_with_.md
  - models.md
  - repositories
  - session_factory.md
- dependencies
  - advanced_orchestrator.md
  - dynamic_composition.md
  - execution_planner.md
  - failure_manager.md
  - graph_engine.md
  - resource_scheduler.md
- diagnostics
  - cli.md
  - dag_explorer.md
  - diagnostics.md
  - execution_tracer.md
  - formatters.md
  - health.md
  - metrics.md
  - pattern_tester.md
  - pattern_validator.md
  - profiler.md
  - unified_cli.md
  - visualize_dag.md
- events
  - emitter.md
  - sinks.md
  - types.md
- exceptions
  - agent_errors.md
  - config_errors.md
  - io_errors.md
  - llm_errors.md
  - orchestration_errors.md
- intents
  - heuristics
  - heuristics_legacy.md
  - prompt.md
  - registry.md
  - types.md
- llm
  - factory.md
  - llm_interface.md
  - openai.md
  - provider_enum.md
  - structured.md
  - stub.md
  - utils.md
- metrics.md
- observability
  - context.md
  - formatters.md
  - logger.md
- orchestration
  - adapter.md
  - advanced_adapter.md
  - canonicalization.md
  - classification_bridge.md
  - config.md
  - config_access.md
  - error_policies.md
  - graph_assembler.md
  - graph_builder.md
  - graph_cache.md
  - graph_factory.md
  - intent_classifier.md
  - interaction_state.md
  - memory_manager.md
  - models_internal.md
  - node_registry.md
  - node_wrappers.md
  - nodes
    - aggregator_node.md
    - base_advanced_node.md
    - decision_node.md
    - terminator_node.md
    - validator_node.md
  - orchestrator.md
  - pattern_service.md
  - patterns
    - spec.md
  - pipeline
    - turn_normalizer.md
  - planning
    - apply.md
    - defaults.md
    - plan.md
    - plan_types.md
    - planner.md
    - preflight_router.md
    - rules.md
  - protocol
    - pending_action.md
    - turn_controller.md
  - prototype_dag.md
  - rag_prefetch.md
  - routers
    - builtins.md
    - constants.md
    - data_query.md
    - helpers.md
    - refiner.md
    - reflection.md
    - registry.md
  - routing
    - apply.md
    - constants.md
    - db_query_router.md
    - factories.md
    - heuristics.md
    - historian.md
    - interfaces.md
    - route_keys.md
    - routers.md
    - signals.md
  - semantic_validation.md
  - state_bridge.md
  - state_schemas.md
  - state_store.md
  - wizard
    - normalize.md
    - types.md
- rag
  - additional_index_rag.md
- rag_files.md
- retrieval
  - embedding.md
  - vector_store.md
- routing
  - resource_optimizer.md
  - routing_decision.md
- services
  - backend_api_client.md
  - classification_service.md
  - final_refinement_service.md
  - langchain_service.md
  - llm_pool.md
  - markdown_export_service.md
  - model_discovery_service.md
  - nl_to_sql_service.md
  - nlp_extraction_service.md
  - schemas.md
  - sql_to_http_service.md
  - workflow_persistence_service.md
- session_store.md
- store
  - frontmatter.md
  - topic_manager.md
  - utils.md
  - wiki_adapter.md
- utils
  - content_truncation.md
  - llm_text.md
  - versioning.md
- validation
  - base.md
- workflows
  - composer.md
  - definition.md
  - executor.md
  - prompt_composer.md
  - prompt_loader.md
  - validators.md
api
- ai_gateway.md
- auth_proxy.md
- debug.md
- generated_resources
- logout.md
- mentors.md
- router_factory.md
- routers
app_logger.md
auth
- dependencies.md
- deps.md
- deps_fresh.md
- introspection.md
- jwt.md
- keycloak.md
- keycloak_refresh.md
- roles.md
- routes.md
- session_token.md
- tokens.md
cli.md
common
- circuit_breaker.md
config
- agent_configs.md
- app_configs.md
- config_mapper.md
- logging_config.md
- openai_config.md
core
- config.md
db
- base.md
- migrations
- models
- session.md
guardrails.md
main.md
mappers.md
middleware
- session_ttl.md
resources.md
routes_guarded.md
safety.md
schemas
- academic_term.md
- accommodation.md
- activity.md
- address.md
- agenda_item.md
- agenda_item_approval.md
- agenda_item_file.md
- agenda_workflow.md
- agenda_workflow_step.md
- alignment.md
- ap_vendor.md
- approvals.md
- asset.md
- asset_part.md
- assignment.md
- assignment_category.md
- attendance.md
- attendance_code.md
- attendance_daily_summary.md
- attendance_event.md
- audit_log.md
- base.md
- behavior_code.md
- behavior_intervention.md
- bell_schedule.md
- building.md
- bus_route.md
- bus_stop.md
- bus_stop_time.md
- calendar.md
- calendar_day.md
- camp_registration.md
- camps.md
- channel.md
- channels.md
- class_rank.md
- codegen.md
- comm_search_index.md
- committee.md
- common.md
- comms.md
- compliance_record.md
- concession_item.md
- concession_sale_items.md
- concession_sales.md
- concession_stands.md
- consent.md
- consequence.md
- consequence_type.md
- contact.md
- core.md
- course.md
- course_prerequisite.md
- course_section.md
- crud.md
- curricula.md
- curriculum_units.md
- curriculum_version.md
- data_quality_issue.md
- data_sharing_agreement.md
- deduction_code.md
- delivery.md
- department.md
- department_position_index.md
- document.md
- document_activity.md
- document_link.md
- document_notification.md
- document_permission.md
- document_search_index.md
- document_version.md
- donations.md
- earning_code.md
- education_association.md
- ell_plan.md
- embed.md
- emergency_contact.md
- employee_deduction.md
- employee_earning.md
- entity_tag.md
- evaluation_assignment.md
- evaluation_cycle.md
- evaluation_file.md
- evaluation_question.md
- evaluation_report.md
- evaluation_response.md
- evaluation_section.md
- evaluation_signoff.md
- evaluation_template.md
- evaluations.md
- event.md
- event_scheduling.md
- export_run.md
- external_id.md
- facility.md
- family_portal_access.md
- fan_app_settings.md
- fan_pages.md
- fan_site.md
- feature_flag.md
- fee.md
- file.md
- final_grade.md
- fiscal_period.md
- fiscal_year.md
- floor.md
- folder.md
- frameworks.md
- fundraising.md
- fundraising_campaigns.md
- game_documents.md
- game_official_contracts.md
- game_programs.md
- game_reports.md
- games.md
- gl_account.md
- gl_account_balance.md
- gl_account_segment.md
- gl_segment.md
- gl_segment_value.md
- goal.md
- governing_body.md
- gpa_calculation.md
- grade_level.md
- grade_scale.md
- grade_scale_band.md
- gradebook_entry.md
- grading_period.md
- guardian.md
- health_profile.md
- hr_employee.md
- hr_position.md
- hr_position_assignment.md
- iep_plan.md
- immunization.md
- immunization_record.md
- incident.md
- incident_participant.md
- initiative.md
- invoice.md
- journal_batch.md
- journal_entry.md
- journal_entry_line.md
- kpi.md
- kpi_datapoint.md
- lease.md
- library_checkout.md
- library_fine.md
- library_hold.md
- library_item.md
- line_item.md
- live_scoring.md
- maintenance_request.md
- manual_stats.md
- meal_account.md
- meal_eligibility_status.md
- meal_transaction.md
- medication.md
- medication_administration.md
- meeting.md
- meeting_document.md
- meeting_file.md
- meeting_permission.md
- meeting_publication.md
- meeting_search_index.md
- membership.md
- message.md
- message_recipient.md
- meter.md
- minutes.md
- motion.md
- move_order.md
- notification.md
- nurse_visit.md
- objective.md
- official_contracts.md
- officials.md
- order.md
- order_create.md
- order_line_item.md
- organization.md
- page.md
- part.md
- part_location.md
- pay_period.md
- paycheck.md
- payment.md
- payroll_run.md
- period.md
- permission.md
- person.md
- person_address.md
- person_contact.md
- personal_note.md
- plan.md
- plan_alignment.md
- plan_assignment.md
- plan_filter.md
- plan_search_index.md
- planning.md
- plans.md
- pm_plan.md
- pm_work_generator.md
- policy.md
- policy_approval.md
- policy_comment.md
- policy_file.md
- policy_legal_ref.md
- policy_publication.md
- policy_search_index.md
- policy_version.md
- policy_workflow.md
- policy_workflow_step.md
- post.md
- post_attachment.md
- practice_management.md
- project.md
- project_task.md
- proposal_document.md
- proposal_review.md
- proposal_standard_map.md
- proposals.md
- publication.md
- repo.md
- report_card.md
- requirement.md
- resolution.md
- retention_rule.md
- review_request.md
- review_rounds.md
- reviewers.md
- reviews.md
- role.md
- role_permission.md
- room.md
- round_decisions.md
- scan_request.md
- scan_result.md
- school.md
- score_entries.md
- scorecard.md
- scorecard_kpi.md
- seasons.md
- section504_plan.md
- section_meeting.md
- section_room_assignment.md
- sis_import_job.md
- space.md
- space_reservation.md
- special_education_case.md
- sports.md
- staff.md
- standardized_test.md
- standards.md
- stat_imports.md
- state.md
- state_reporting_snapshot.md
- store_order_items.md
- store_orders.md
- store_products.md
- student.md
- student_guardian.md
- student_program_enrollment.md
- student_school_enrollment.md
- student_section_enrollment.md
- student_transportation_assignment.md
- subject.md
- subscription.md
- tag.md
- teacher_section_assignment.md
- team_messages.md
- teams.md
- test_administration.md
- test_result.md
- ticket.md
- ticket_out.md
- ticket_scan.md
- ticket_type.md
- ticketing.md
- transcript_line.md
- transportation.md
- trips.md
- unit_standard_map.md
- user.md
- user_account.md
- varsity_schedules.md
- vendor.md
- vote.md
- waiver.md
- warranty.md
- webhook.md
- work_assignments.md
- work_order.md
- work_order_part.md
- work_order_task.md
- work_order_time_log.md
- workers.md
services
- classroom_sync.md
- google_client.md
sessions.md
sessions_diag.md
settings.md
tests
- conftest.md
- test_ap_vendor_mapping.md
- test_auth_me.md
- test_health.md
- test_state.md
- test_token_flow.md
- users
  - test_board_chair.md
- utils
  - openapi_payload.md
tutors
- manager.md
- models.md
- router.md
- storage.md