LICENSE
MANIFEST.in
README.md
pyproject.toml
requirements.txt
run_test.py
agent_utilities/__init__.py
agent_utilities/__main__.py
agent_utilities/agent_utilities.py
agent_utilities/api_utilities.py
agent_utilities/base_utilities.py
agent_utilities/decorators.py
agent_utilities/exceptions.py
agent_utilities/graph_orchestration.py
agent_utilities/mcp_utilities.py
agent_utilities.egg-info/PKG-INFO
agent_utilities.egg-info/SOURCES.txt
agent_utilities.egg-info/dependency_links.txt
agent_utilities.egg-info/requires.txt
agent_utilities.egg-info/top_level.txt
agent_utilities/agent/__init__.py
agent_utilities/agent/discovery.py
agent_utilities/agent/factory.py
agent_utilities/agent/registry_builder.py
agent_utilities/agent_chat/parser.py
agent_utilities/automation/__init__.py
agent_utilities/automation/file_watcher.py
agent_utilities/automation/maintenance_cron.py
agent_utilities/capabilities/__init__.py
agent_utilities/capabilities/adversarial_verifier.py
agent_utilities/capabilities/checkpointing.py
agent_utilities/capabilities/context_warnings.py
agent_utilities/capabilities/eviction.py
agent_utilities/capabilities/hooks.py
agent_utilities/capabilities/stuck_loop.py
agent_utilities/capabilities/teams.py
agent_utilities/core/__init__.py
agent_utilities/core/chat_persistence.py
agent_utilities/core/cognitive_scheduler.py
agent_utilities/core/config.py
agent_utilities/core/decorators.py
agent_utilities/core/default_catalog.py
agent_utilities/core/embedding_utilities.py
agent_utilities/core/exceptions.py
agent_utilities/core/interfaces.py
agent_utilities/core/model_factory.py
agent_utilities/core/persistence.py
agent_utilities/core/registry_cli.py
agent_utilities/core/resource_optimizer.py
agent_utilities/core/scheduler.py
agent_utilities/core/workspace.py
agent_utilities/graph/__init__.py
agent_utilities/graph/builder.py
agent_utilities/graph/client.py
agent_utilities/graph/config_helpers.py
agent_utilities/graph/council.py
agent_utilities/graph/executor.py
agent_utilities/graph/graph_models.py
agent_utilities/graph/heavy_thinking.py
agent_utilities/graph/hierarchical_planner.py
agent_utilities/graph/horizon_curriculum.py
agent_utilities/graph/hsm.py
agent_utilities/graph/integration.py
agent_utilities/graph/lifecycle.py
agent_utilities/graph/memory_cache.py
agent_utilities/graph/mermaid.py
agent_utilities/graph/models.py
agent_utilities/graph/nodes.py
agent_utilities/graph/retry_manager.py
agent_utilities/graph/reward_decomposition.py
agent_utilities/graph/routing.py
agent_utilities/graph/runner.py
agent_utilities/graph/specialists.py
agent_utilities/graph/state.py
agent_utilities/graph/steps.py
agent_utilities/graph/subagent_patterns.py
agent_utilities/graph/swarm.py
agent_utilities/graph/swarm_models.py
agent_utilities/graph/swarm_preset.py
agent_utilities/graph/unified.py
agent_utilities/graph/verification.py
agent_utilities/graph/workspace_attention.py
agent_utilities/harness/__init__.py
agent_utilities/harness/backtest_harness.py
agent_utilities/harness/component_registry.py
agent_utilities/harness/constraint_engine.py
agent_utilities/harness/evidence_corpus.py
agent_utilities/harness/evolve_agent.py
agent_utilities/harness/manifest.py
agent_utilities/harness/trace_backend.py
agent_utilities/harness/trace_distiller.py
agent_utilities/harness/variant_pool.py
agent_utilities/harness/verifier.py
agent_utilities/knowledge_graph/__init__.py
agent_utilities/knowledge_graph/__main__.py
agent_utilities/knowledge_graph/_engine_protocol.py
agent_utilities/knowledge_graph/codemaps.py
agent_utilities/knowledge_graph/consolidation.py
agent_utilities/knowledge_graph/context_builder.py
agent_utilities/knowledge_graph/context_compactor.py
agent_utilities/knowledge_graph/drift_tracker.py
agent_utilities/knowledge_graph/engine.py
agent_utilities/knowledge_graph/engine_ahe.py
agent_utilities/knowledge_graph/engine_federation.py
agent_utilities/knowledge_graph/engine_ingestion.py
agent_utilities/knowledge_graph/engine_memory.py
agent_utilities/knowledge_graph/engine_query.py
agent_utilities/knowledge_graph/engine_registry.py
agent_utilities/knowledge_graph/eval_capture.py
agent_utilities/knowledge_graph/ewc.py
agent_utilities/knowledge_graph/fingerprint.py
agent_utilities/knowledge_graph/graph_validator.py
agent_utilities/knowledge_graph/hybrid_retriever.py
agent_utilities/knowledge_graph/hypergraph.py
agent_utilities/knowledge_graph/inference_engine.py
agent_utilities/knowledge_graph/maintainer.py
agent_utilities/knowledge_graph/memory_retriever.py
agent_utilities/knowledge_graph/migrations.py
agent_utilities/knowledge_graph/ogm.py
agent_utilities/knowledge_graph/owl_bridge.py
agent_utilities/knowledge_graph/policy_ingestor.py
agent_utilities/knowledge_graph/retrieval_quality.py
agent_utilities/knowledge_graph/rule_ingestor.py
agent_utilities/knowledge_graph/self_model.py
agent_utilities/knowledge_graph/topological_partition.py
agent_utilities/knowledge_graph/trace_distiller.py
agent_utilities/knowledge_graph/backends/__init__.py
agent_utilities/knowledge_graph/backends/base.py
agent_utilities/knowledge_graph/backends/falkordb_backend.py
agent_utilities/knowledge_graph/backends/ladybug_backend.py
agent_utilities/knowledge_graph/backends/neo4j_backend.py
agent_utilities/knowledge_graph/backends/owl/__init__.py
agent_utilities/knowledge_graph/backends/owl/base.py
agent_utilities/knowledge_graph/backends/owl/owlready2_backend.py
agent_utilities/knowledge_graph/backends/owl/stardog_backend.py
agent_utilities/knowledge_graph/id_management/__init__.py
agent_utilities/knowledge_graph/id_management/unified_id.py
agent_utilities/knowledge_graph/kb/__init__.py
agent_utilities/knowledge_graph/kb/entity_claim_extractor.py
agent_utilities/knowledge_graph/kb/extractor.py
agent_utilities/knowledge_graph/kb/ingestion.py
agent_utilities/knowledge_graph/kb/parser.py
agent_utilities/knowledge_graph/maintenance/__init__.py
agent_utilities/knowledge_graph/maintenance/document_cleanup.py
agent_utilities/knowledge_graph/pipeline/__init__.py
agent_utilities/knowledge_graph/pipeline/document_deletion.py
agent_utilities/knowledge_graph/pipeline/document_ingestion.py
agent_utilities/knowledge_graph/pipeline/document_update.py
agent_utilities/knowledge_graph/pipeline/runner.py
agent_utilities/knowledge_graph/pipeline/types.py
agent_utilities/knowledge_graph/pipeline/phases/__init__.py
agent_utilities/knowledge_graph/pipeline/phases/centrality.py
agent_utilities/knowledge_graph/pipeline/phases/communities.py
agent_utilities/knowledge_graph/pipeline/phases/embedding.py
agent_utilities/knowledge_graph/pipeline/phases/knowledge_base.py
agent_utilities/knowledge_graph/pipeline/phases/memory.py
agent_utilities/knowledge_graph/pipeline/phases/mro.py
agent_utilities/knowledge_graph/pipeline/phases/owl_reasoning.py
agent_utilities/knowledge_graph/pipeline/phases/parse.py
agent_utilities/knowledge_graph/pipeline/phases/reference.py
agent_utilities/knowledge_graph/pipeline/phases/registry.py
agent_utilities/knowledge_graph/pipeline/phases/resolve.py
agent_utilities/knowledge_graph/pipeline/phases/scan.py
agent_utilities/knowledge_graph/pipeline/phases/sync.py
agent_utilities/knowledge_graph/pipeline/phases/validate.py
agent_utilities/knowledge_graph/pipeline/phases/workspace_sync.py
agent_utilities/mcp/__init__.py
agent_utilities/mcp/agent_manager.py
agent_utilities/mcp/config_loader.py
agent_utilities/mcp/context_helpers.py
agent_utilities/mcp/middlewares.py
agent_utilities/mcp/server_factory.py
agent_utilities/models/__init__.py
agent_utilities/models/agent.py
agent_utilities/models/codemap.py
agent_utilities/models/graph.py
agent_utilities/models/knowledge_base.py
agent_utilities/models/knowledge_graph.py
agent_utilities/models/mcp.py
agent_utilities/models/model_registry.py
agent_utilities/models/project.py
agent_utilities/models/prompt.py
agent_utilities/models/scheduling.py
agent_utilities/models/schema_definition.py
agent_utilities/models/schema_pack.py
agent_utilities/models/sdd.py
agent_utilities/models/usage.py
agent_utilities/models/schema_packs/__init__.py
agent_utilities/models/schema_packs/biomedical.py
agent_utilities/models/schema_packs/core.py
agent_utilities/models/schema_packs/evolution.py
agent_utilities/models/schema_packs/finance.py
agent_utilities/models/schema_packs/research.py
agent_utilities/observability/__init__.py
agent_utilities/observability/approval_manager.py
agent_utilities/observability/audit_logger.py
agent_utilities/observability/config_versioning.py
agent_utilities/observability/custom_observability.py
agent_utilities/observability/evaluation.py
agent_utilities/observability/event_aggregator.py
agent_utilities/observability/mermaid.py
agent_utilities/observability/token_tracker.py
agent_utilities/patterns/__init__.py
agent_utilities/patterns/exploration.py
agent_utilities/patterns/first_run_tests.py
agent_utilities/patterns/interactive_explanations.py
agent_utilities/patterns/manager.py
agent_utilities/patterns/manual_test.py
agent_utilities/patterns/manual_testing.py
agent_utilities/patterns/prioritization.py
agent_utilities/patterns/prompt_chain.py
agent_utilities/patterns/subagents.py
agent_utilities/patterns/tdd.py
agent_utilities/patterns/walkthroughs.py
agent_utilities/policies/__init__.py
agent_utilities/prompting/__init__.py
agent_utilities/prompting/builder.py
agent_utilities/prompting/provider_adapter.py
agent_utilities/prompting/structured.py
agent_utilities/prompts/__init__.py
agent_utilities/prompts/agent_engineer.json
agent_utilities/prompts/agent_summary.json
agent_utilities/prompts/architect.json
agent_utilities/prompts/base_agent.json
agent_utilities/prompts/brand_strategy.json
agent_utilities/prompts/browser_automation.json
agent_utilities/prompts/c_programmer.json
agent_utilities/prompts/cloud_architect.json
agent_utilities/prompts/code_generation.json
agent_utilities/prompts/content_generation.json
agent_utilities/prompts/coordinator.json
agent_utilities/prompts/council_chairman.json
agent_utilities/prompts/council_contrarian.json
agent_utilities/prompts/council_executor.json
agent_utilities/prompts/council_expansionist.json
agent_utilities/prompts/council_first_principles.json
agent_utilities/prompts/council_outsider.json
agent_utilities/prompts/council_reviewer.json
agent_utilities/prompts/cpp_programmer.json
agent_utilities/prompts/critique.json
agent_utilities/prompts/data_scientist.json
agent_utilities/prompts/database_expert.json
agent_utilities/prompts/debugger_expert.json
agent_utilities/prompts/devops_engineer.json
agent_utilities/prompts/document_specialist.json
agent_utilities/prompts/golang_programmer.json
agent_utilities/prompts/java_programmer.json
agent_utilities/prompts/javascript_programmer.json
agent_utilities/prompts/knowledge_graph.json
agent_utilities/prompts/main_agent.json
agent_utilities/prompts/memory_instruction.json
agent_utilities/prompts/memory_selection.json
agent_utilities/prompts/mobile_programmer.json
agent_utilities/prompts/planner.json
agent_utilities/prompts/project_manager.json
agent_utilities/prompts/python_programmer.json
agent_utilities/prompts/qa_expert.json
agent_utilities/prompts/researcher.json
agent_utilities/prompts/router.json
agent_utilities/prompts/rust_programmer.json
agent_utilities/prompts/safety_guard.json
agent_utilities/prompts/safety_policy.json
agent_utilities/prompts/security_auditor.json
agent_utilities/prompts/systems_manager.json
agent_utilities/prompts/tool_guidance.json
agent_utilities/prompts/typescript_programmer.json
agent_utilities/prompts/ui_ux_designer.json
agent_utilities/prompts/verifier.json
agent_utilities/protocols/__init__.py
agent_utilities/protocols/a2a.py
agent_utilities/protocols/a2a_config.py
agent_utilities/protocols/a2a_graph_skill.py
agent_utilities/protocols/acp_adapter.py
agent_utilities/protocols/acp_providers.py
agent_utilities/protocols/agui_emitter.py
agent_utilities/protocols/data_connector.py
agent_utilities/rlm/__init__.py
agent_utilities/rlm/config.py
agent_utilities/rlm/hook.py
agent_utilities/rlm/repl.py
agent_utilities/rlm/specialist.py
agent_utilities/sdd/__init__.py
agent_utilities/sdd/orchestrator.py
agent_utilities/security/__init__.py
agent_utilities/security/auth.py
agent_utilities/security/cli.py
agent_utilities/security/guardrail_engine.py
agent_utilities/security/guardrails.py
agent_utilities/security/permissions_kernel.py
agent_utilities/security/prompt_scanner.py
agent_utilities/security/repetition_guard.py
agent_utilities/security/secrets_client.py
agent_utilities/security/tool_guard.py
agent_utilities/server/__init__.py
agent_utilities/server/app.py
agent_utilities/server/concurrency.py
agent_utilities/server/dependencies.py
agent_utilities/server/models.py
agent_utilities/server/routers/__init__.py
agent_utilities/server/routers/agent_ui.py
agent_utilities/server/routers/core.py
agent_utilities/server/routers/human.py
agent_utilities/server/routers/interop.py
agent_utilities/tools/__init__.py
agent_utilities/tools/a2a_tools.py
agent_utilities/tools/agent_tools.py
agent_utilities/tools/developer_tools.py
agent_utilities/tools/eval_harness.py
agent_utilities/tools/git_tools.py
agent_utilities/tools/kg_evolution_tools.py
agent_utilities/tools/kg_share_tools.py
agent_utilities/tools/knowledge_tools.py
agent_utilities/tools/mcp_sync_tool.py
agent_utilities/tools/memory_tools.py
agent_utilities/tools/onboarding_tools.py
agent_utilities/tools/pattern_tools.py
agent_utilities/tools/scheduler_tools.py
agent_utilities/tools/sdd_tools.py
agent_utilities/tools/self_improvement_tools.py
agent_utilities/tools/style_tools.py
agent_utilities/tools/team_tools.py
agent_utilities/tools/tool_filtering.py
agent_utilities/tools/tool_registry.py
agent_utilities/tools/versioning.py
agent_utilities/tools/workspace_tools.py
agent_utilities/tools/browser/__init__.py
agent_utilities/tools/browser/browser_control.py
agent_utilities/tools/browser/browser_interactions.py
agent_utilities/tools/browser/browser_manager.py
agent_utilities/tools/browser/browser_navigation.py
agent_utilities/tools/browser/browser_screenshot.py
examples/reference_agent/basic_agent.py
examples/reference_agent/graph_agent.py
examples/reference_agent/knowledge_graph_agent.py
examples/reference_agent/mcp_agent.py
examples/reference_agent/memory_agent.py
examples/reference_agent/protocol_agent.py
scripts/verify_acp.py
scripts/verify_acp_stack.py
tests/conftest.py
tests/test_a2a_graph_skill.py
tests/test_ahe_harness.py
tests/test_audit_logger.py
tests/test_backlink_boost.py
tests/test_backtest_harness.py
tests/test_cognitive_scheduler.py
tests/test_concurrency_manager.py
tests/test_conductor_workflow.py
tests/test_confidence_routing.py
tests/test_config_versioning.py
tests/test_data_connector.py
tests/test_eval_capture.py
tests/test_eval_runner.py
tests/test_evolutionary_aggregation.py
tests/test_function_registry.py
tests/test_guardrail_engine.py
tests/test_heavy_thinking.py
tests/test_innovation_framework.py
tests/test_kg_ogm.py
tests/test_memory_retriever.py
tests/test_model_synergy.py
tests/test_permissions_kernel.py
tests/test_prompt_integrity.py
tests/test_provider_adapter.py
tests/test_recursive_orchestration.py
tests/test_registry_cache.py
tests/test_registry_cli.py
tests/test_retrieval_quality.py
tests/test_risk_scoring.py
tests/test_schema_packs.py
tests/test_security_and_serialization.py
tests/test_subagent_patterns.py
tests/test_swarm_preset.py
tests/test_team_config.py
tests/test_token_tracker.py
tests/test_trading_pipeline.py
tests/test_variant_pool.py
tests/test_visibility_graph.py
tests/test_wide_search_graph.py
tests/test_workspace_attention.py
tests/integration/__init__.py
tests/integration/core/check_openapi.py
tests/integration/core/check_paths.py
tests/integration/core/check_pydantic_ai.py
tests/integration/core/merge_mcp_configs.py
tests/integration/core/test_agent_creation.py
tests/integration/core/test_api_endpoints.py
tests/integration/core/test_capabilities_integration.py
tests/integration/core/test_developer_tools.py
tests/integration/core/test_model_override_middleware.py
tests/integration/core/test_models_endpoint.py
tests/integration/core/test_rlm_executor.py
tests/integration/core/test_rlm_planner.py
tests/integration/core/test_security_server.py
tests/integration/core/test_server.py
tests/integration/core/test_server_routes.py
tests/integration/core/test_workspace.py
tests/integration/graph/test_endpoint_consumer_coverage.py
tests/integration/graph/test_executor.py
tests/integration/graph/test_graph_advanced.py
tests/integration/graph/test_graph_enhancements.py
tests/integration/graph/test_graph_lifecycle.py
tests/integration/graph/test_graph_orchestration.py
tests/integration/graph/test_unified.py
tests/integration/knowledge_graph/test_engine_helpers.py
tests/integration/knowledge_graph/test_kg_advanced_patterns.py
tests/integration/knowledge_graph/test_knowledge_base.py
tests/integration/knowledge_graph/test_knowledge_graph.py
tests/integration/knowledge_graph/test_knowledge_graph_backend.py
tests/integration/knowledge_graph/test_knowledge_graph_integration.py
tests/integration/knowledge_graph/test_knowledge_maintenance.py
tests/integration/knowledge_graph/test_knowledge_tools.py
tests/integration/mcp/test_agent_registry.py
tests/integration/mcp/test_mcp_integration.py
tests/integration/mcp/test_mcp_utilities_integration.py
tests/integration/protocols/test_a2a_discovery.py
tests/integration/protocols/test_acp_adapter.py
tests/integration/protocols/test_acp_integration.py
tests/integration/sdd/test_sdd_logic.py
tests/integration/sdd/test_sdd_tools.py
tests/unit/__init__.py
tests/unit/mock_utils.py
tests/unit/test_context_compactor.py
tests/unit/test_engineering_rules.py
tests/unit/test_evolutionary_memory.py
tests/unit/test_horizon_curriculum.py
tests/unit/test_hypergraph.py
tests/unit/test_parallel_distillation.py
tests/unit/test_policy_ingestor.py
tests/unit/test_prompt_scanner.py
tests/unit/test_repetition_guard.py
tests/unit/test_retry_manager.py
tests/unit/test_reward_decomposition.py
tests/unit/core/test_agent_factory.py
tests/unit/core/test_agent_instrumentation.py
tests/unit/core/test_agui_emitter.py
tests/unit/core/test_auth.py
tests/unit/core/test_base_utilities.py
tests/unit/core/test_capabilities.py
tests/unit/core/test_capabilities_advanced.py
tests/unit/core/test_capabilities_core.py
tests/unit/core/test_config.py
tests/unit/core/test_config_helpers.py
tests/unit/core/test_core_modules_misc.py
tests/unit/core/test_env_check.py
tests/unit/core/test_eval_harness.py
tests/unit/core/test_guardrails.py
tests/unit/core/test_mermaid.py
tests/unit/core/test_model.py
tests/unit/core/test_model_registry.py
tests/unit/core/test_partition_logic.py
tests/unit/core/test_prompt_builder.py
tests/unit/core/test_prompt_loading.py
tests/unit/core/test_prompts.py
tests/unit/core/test_reference_agent.py
tests/unit/core/test_rlm.py
tests/unit/core/test_rlm_ahe_integration.py
tests/unit/core/test_rlm_helpers.py
tests/unit/core/test_scheduler.py
tests/unit/core/test_secrets_client.py
tests/unit/core/test_security.py
tests/unit/core/test_structured_prompts.py
tests/unit/core/test_teams.py
tests/unit/core/test_workspace_parsing.py
tests/unit/core/test_workspace_unit.py
tests/unit/graph/test_council.py
tests/unit/graph/test_graph_builder.py
tests/unit/graph/test_graph_engine.py
tests/unit/graph/test_graph_executor.py
tests/unit/graph/test_graph_hsm.py
tests/unit/graph/test_graph_iter.py
tests/unit/graph/test_graph_properties.py
tests/unit/graph/test_graph_runner.py
tests/unit/graph/test_graph_steps.py
tests/unit/knowledge_graph/__init__.py
tests/unit/knowledge_graph/test_codemaps.py
tests/unit/knowledge_graph/test_consolidation_engine.py
tests/unit/knowledge_graph/test_contextual_embeddings.py
tests/unit/knowledge_graph/test_document_deletion.py
tests/unit/knowledge_graph/test_document_ingestion.py
tests/unit/knowledge_graph/test_document_update.py
tests/unit/knowledge_graph/test_entity_claim_extractor.py
tests/unit/knowledge_graph/test_fingerprint.py
tests/unit/knowledge_graph/test_graph_validator.py
tests/unit/knowledge_graph/test_kb_logic.py
tests/unit/knowledge_graph/test_kb_research.py
tests/unit/knowledge_graph/test_kb_smoke.py
tests/unit/knowledge_graph/test_kg_consolidation.py
tests/unit/knowledge_graph/test_kg_models.py
tests/unit/knowledge_graph/test_knowledge_graph_unit.py
tests/unit/knowledge_graph/test_knowledge_tools_unit.py
tests/unit/knowledge_graph/test_ladybug_backend.py
tests/unit/knowledge_graph/test_owl_backend.py
tests/unit/knowledge_graph/test_owl_bridge.py
tests/unit/knowledge_graph/test_owl_reasoning_phase.py
tests/unit/knowledge_graph/test_patterns.py
tests/unit/knowledge_graph/test_standard_ontology.py
tests/unit/knowledge_graph/test_unified_id_system.py
tests/unit/mcp/test_mcp_manager.py
tests/unit/mcp/test_mcp_manager_extended.py
tests/unit/mcp/test_mcp_partitioning.py
tests/unit/mcp/test_mcp_scoring.py
tests/unit/mcp/test_mcp_sync.py
tests/unit/mcp/test_mcp_utilities.py
tests/unit/mcp/test_tool_filtering.py
tests/unit/mcp/test_tools_logic.py
tests/unit/mcp/test_tools_misc.py
tests/unit/pipeline/__init__.py
tests/unit/pipeline/test_cross_repo_resolve.py
tests/unit/pipeline/test_pipeline_phases.py
tests/unit/pipeline/test_pipeline_phases_extended.py
tests/unit/pipeline/test_pipeline_resolve.py
tests/unit/pipeline/test_pipeline_scan_parse.py
tests/unit/protocols/test_a2a.py
tests/unit/protocols/test_ctx_helpers.py
tests/unit/protocols/test_ctx_scenarios.py
tests/unit/sdd/test_governance_graph.py
tests/unit/sdd/test_sdd_tools_unit.py