LICENSE
MANIFEST.in
README.md
pyproject.toml
requirements.txt
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/file_safety.py
agent_utilities/graph_orchestration.py
agent_utilities/mcp_config.json
agent_utilities/mcp_utilities.py
agent_utilities/nested_context.py
agent_utilities/py.typed
agent_utilities.egg-info/PKG-INFO
agent_utilities.egg-info/SOURCES.txt
agent_utilities.egg-info/dependency_links.txt
agent_utilities.egg-info/entry_points.txt
agent_utilities.egg-info/requires.txt
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agent_utilities/agent/__init__.py
agent_utilities/agent/capability_resolver.py
agent_utilities/agent/discovery.py
agent_utilities/agent/factory.py
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agent_utilities/knowledge_graph/enrichment/writeback/sinks/legal.py
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agent_utilities/knowledge_graph/enrichment/writeback/sinks/nextcloud.py
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agent_utilities/knowledge_graph/retrieval/code_metrics.py
agent_utilities/knowledge_graph/retrieval/context_plane.py
agent_utilities/knowledge_graph/retrieval/deploy_context.py
agent_utilities/knowledge_graph/retrieval/direct_corpus.py
agent_utilities/knowledge_graph/retrieval/embedding_diagnostics.py
agent_utilities/knowledge_graph/retrieval/entity_context.py
agent_utilities/knowledge_graph/retrieval/evaluation_corpus.py
agent_utilities/knowledge_graph/retrieval/executable_rag.py
agent_utilities/knowledge_graph/retrieval/generative_recommender.py
agent_utilities/knowledge_graph/retrieval/governance_rules.py
agent_utilities/knowledge_graph/retrieval/hard_negative_miner.py
agent_utilities/knowledge_graph/retrieval/hybrid_retriever.py
agent_utilities/knowledge_graph/retrieval/hyde_planner.py
agent_utilities/knowledge_graph/retrieval/iterative_expansion.py
agent_utilities/knowledge_graph/retrieval/latent_topology_rag.py
agent_utilities/knowledge_graph/retrieval/memory_retriever.py
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agent_utilities/knowledge_graph/retrieval/ops_context.py
agent_utilities/knowledge_graph/retrieval/query_analysis.py
agent_utilities/knowledge_graph/retrieval/reasoning_reranker.py
agent_utilities/knowledge_graph/retrieval/relational_intent.py
agent_utilities/knowledge_graph/retrieval/retrieval_quality.py
agent_utilities/knowledge_graph/retrieval/score_gate.py
agent_utilities/knowledge_graph/retrieval/semantic_retrieval_engine.py
agent_utilities/knowledge_graph/retrieval/single_shot_sira.py
agent_utilities/knowledge_graph/retrieval/temporal_semantic_id.py
agent_utilities/knowledge_graph/retrieval/troubleshoot_context.py
agent_utilities/knowledge_graph/search_synthesis/__init__.py
agent_utilities/knowledge_graph/search_synthesis/evidence_subgraph.py
agent_utilities/knowledge_graph/search_synthesis/models.py
agent_utilities/knowledge_graph/search_synthesis/question_formulation.py
agent_utilities/knowledge_graph/search_synthesis/shortcut_risks.py
agent_utilities/knowledge_graph/security/__init__.py
agent_utilities/knowledge_graph/security/cognitive_trap_defense.py
agent_utilities/knowledge_graph/security/graph_validator.py
agent_utilities/knowledge_graph/security/policy_ingestor.py
agent_utilities/knowledge_graph/security/rule_ingestor.py
agent_utilities/knowledge_graph/setup/__init__.py
agent_utilities/knowledge_graph/setup/cli.py
agent_utilities/knowledge_graph/setup/database_environment.py
agent_utilities/knowledge_graph/shapes/feed.shapes.ttl
agent_utilities/knowledge_graph/shapes/governance.shapes.ttl
agent_utilities/knowledge_graph/shapes/harness.shapes.ttl
agent_utilities/knowledge_graph/shapes/temporal.shapes.ttl
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agent_utilities/knowledge_graph/standardization/cohorts.py
agent_utilities/knowledge_graph/standardization/consolidation.py
agent_utilities/knowledge_graph/standardization/drift.py
agent_utilities/knowledge_graph/standardization/standards.py
agent_utilities/knowledge_graph/streams/__init__.py
agent_utilities/knowledge_graph/streams/kafka_adapter.py
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agent_utilities/mcp/action_dispatch.py
agent_utilities/mcp/agent_manager.py
agent_utilities/mcp/check_env_var_drift.py
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agent_utilities/mcp/eunomia_principal.py
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agent_utilities/mcp/kg_server.py
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agent_utilities/mcp/toolset_factory.py
agent_utilities/mcp/verbose_tools.py
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agent_utilities/messaging/agent_channel.py
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agent_utilities/messaging/capabilities.py
agent_utilities/messaging/coalescer.py
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agent_utilities/messaging/daemon.py
agent_utilities/messaging/enrichment.py
agent_utilities/messaging/federation.py
agent_utilities/messaging/inbox.py
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agent_utilities/messaging/router.py
agent_utilities/messaging/service.py
agent_utilities/messaging/voice.py
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agent_utilities/messaging/backends/discord.py
agent_utilities/messaging/backends/googlechat.py
agent_utilities/messaging/backends/googlemeet.py
agent_utilities/messaging/backends/imessage.py
agent_utilities/messaging/backends/irc.py
agent_utilities/messaging/backends/line.py
agent_utilities/messaging/backends/matrix.py
agent_utilities/messaging/backends/mattermost.py
agent_utilities/messaging/backends/nextcloud.py
agent_utilities/messaging/backends/signal.py
agent_utilities/messaging/backends/slack.py
agent_utilities/messaging/backends/synology.py
agent_utilities/messaging/backends/teams.py
agent_utilities/messaging/backends/telegram.py
agent_utilities/messaging/backends/twitch.py
agent_utilities/messaging/backends/voicecall.py
agent_utilities/messaging/backends/whatsapp.py
agent_utilities/models/README.md
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agent_utilities/models/agent.py
agent_utilities/models/codemap.py
agent_utilities/models/company.py
agent_utilities/models/company_brain.py
agent_utilities/models/execution_manifest.py
agent_utilities/models/goal.py
agent_utilities/models/graph.py
agent_utilities/models/imodel.py
agent_utilities/models/knowledge_base.py
agent_utilities/models/knowledge_graph.py
agent_utilities/models/knowledge_pack.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/schema_pack_audit.py
agent_utilities/models/schema_pack_loader.py
agent_utilities/models/sdd.py
agent_utilities/models/usage.py
agent_utilities/models/domains/__init__.py
agent_utilities/models/domains/enterprise.py
agent_utilities/models/domains/finance.py
agent_utilities/models/domains/infrastructure.py
agent_utilities/models/domains/ml_rlm.py
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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/numeric/__init__.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/correlation.py
agent_utilities/observability/custom_observability.py
agent_utilities/observability/escalation_matrix.py
agent_utilities/observability/event_aggregator.py
agent_utilities/observability/gateway_metrics.py
agent_utilities/observability/langfuse_exporter.py
agent_utilities/observability/mermaid.py
agent_utilities/observability/replay_engine.py
agent_utilities/observability/self_ingest.py
agent_utilities/observability/token_tracker.py
agent_utilities/orchestration/__init__.py
agent_utilities/orchestration/action_policy.py
agent_utilities/orchestration/agent_dispatch.py
agent_utilities/orchestration/agent_dispatch_worker.py
agent_utilities/orchestration/agent_market.py
agent_utilities/orchestration/agent_runner.py
agent_utilities/orchestration/autonomy_ramp.py
agent_utilities/orchestration/computer_use_agent.py
agent_utilities/orchestration/cost_governor.py
agent_utilities/orchestration/deploy_watch.py
agent_utilities/orchestration/distributed_coordinator.py
agent_utilities/orchestration/durable_execution.py
agent_utilities/orchestration/engine.py
agent_utilities/orchestration/execution_profile.py
agent_utilities/orchestration/fleet_actuation.py
agent_utilities/orchestration/fleet_autoscaler.py
agent_utilities/orchestration/fleet_observation.py
agent_utilities/orchestration/fleet_reconciler.py
agent_utilities/orchestration/manager.py
agent_utilities/orchestration/outcome_router.py
agent_utilities/orchestration/prediction_linkage.py
agent_utilities/orchestration/protocol.py
agent_utilities/orchestration/reactions.py
agent_utilities/orchestration/recovery_daemon.py
agent_utilities/orchestration/resilience.py
agent_utilities/orchestration/scaling_signals.py
agent_utilities/orchestration/session_continuity.py
agent_utilities/orchestration/swe_agent.py
agent_utilities/patterns/README.md
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_tool.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/policies/engineering_rules/a-philosophy-of-software-design.mini.md
agent_utilities/policies/engineering_rules/clean-architecture.mini.md
agent_utilities/policies/engineering_rules/clean-code.mini.md
agent_utilities/policies/engineering_rules/code-complete.mini.md
agent_utilities/policies/engineering_rules/designing-data-intensive-applications.mini.md
agent_utilities/policies/engineering_rules/domain-driven-design-distilled.mini.md
agent_utilities/policies/engineering_rules/domain-driven-design.mini.md
agent_utilities/policies/engineering_rules/implementing-domain-driven-design.mini.md
agent_utilities/policies/engineering_rules/patterns-of-enterprise-application-architecture.mini.md
agent_utilities/policies/engineering_rules/refactoring.mini.md
agent_utilities/policies/engineering_rules/release-it.mini.md
agent_utilities/policies/engineering_rules/the-pragmatic-programmer.mini.md
agent_utilities/policies/engineering_rules/working-effectively-with-legacy-code.mini.md
agent_utilities/pricing/__init__.py
agent_utilities/pricing/catalog.py
agent_utilities/pricing/fallback.py
agent_utilities/pricing/litellm.py
agent_utilities/pricing/normalize.py
agent_utilities/pricing/store.py
agent_utilities/prompting/__init__.py
agent_utilities/prompting/builder.py
agent_utilities/prompting/dspy_compiler.py
agent_utilities/prompting/prompt.schema.json
agent_utilities/prompting/provider_adapter.py
agent_utilities/prompting/structured.py
agent_utilities/prompts/README.md
agent_utilities/prompts/__init__.py
agent_utilities/prompts/agent-utilities-expert.json
agent_utilities/prompts/agent_engineer.json
agent_utilities/prompts/agent_summary.json
agent_utilities/prompts/ansible_tower_specialist.json
agent_utilities/prompts/architect.json
agent_utilities/prompts/archivebox_specialist.json
agent_utilities/prompts/arr_specialist.json
agent_utilities/prompts/atlassian_specialist.json
agent_utilities/prompts/audio_transcriber_specialist.json
agent_utilities/prompts/base_agent.json
agent_utilities/prompts/brand_strategy.json
agent_utilities/prompts/browser_automation.json
agent_utilities/prompts/buffett_investor.json
agent_utilities/prompts/burry_investor.json
agent_utilities/prompts/bus_coordinator.json
agent_utilities/prompts/c_programmer.json
agent_utilities/prompts/chief_trading_officer.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/cpp_programmer.json
agent_utilities/prompts/critique.json
agent_utilities/prompts/damodaran_investor.json
agent_utilities/prompts/data_curator.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/dietician_chef.json
agent_utilities/prompts/document_specialist.json
agent_utilities/prompts/druckenmiller_investor.json
agent_utilities/prompts/ear_specialist.json
agent_utilities/prompts/eval_judge.json
agent_utilities/prompts/evolution_specialist.json
agent_utilities/prompts/finance_operations_coordinator.json
agent_utilities/prompts/fitness_trainer.json
agent_utilities/prompts/golang_programmer.json
agent_utilities/prompts/graham_investor.json
agent_utilities/prompts/home_assistant_specialist.json
agent_utilities/prompts/hr_operations_coordinator.json
agent_utilities/prompts/java_programmer.json
agent_utilities/prompts/javascript_programmer.json
agent_utilities/prompts/jellyfin_specialist.json
agent_utilities/prompts/knowledge_graph.json
agent_utilities/prompts/langfuse_specialist.json
agent_utilities/prompts/legal_compliance_coordinator.json
agent_utilities/prompts/listmonk_specialist.json
agent_utilities/prompts/main_agent.json
agent_utilities/prompts/media_downloader_specialist.json
agent_utilities/prompts/memory_instruction.json
agent_utilities/prompts/memory_selection.json
agent_utilities/prompts/messaging_assistant.json
agent_utilities/prompts/microsoft_specialist.json
agent_utilities/prompts/ml_orchestrator.json
agent_utilities/prompts/mobile_programmer.json
agent_utilities/prompts/nextcloud_specialist.json
agent_utilities/prompts/plane_specialist.json
agent_utilities/prompts/planner.json
agent_utilities/prompts/portainer_specialist.json
agent_utilities/prompts/postiz_specialist.json
agent_utilities/prompts/project_manager.json
agent_utilities/prompts/python_programmer.json
agent_utilities/prompts/qa_expert.json
agent_utilities/prompts/qbittorrent_specialist.json
agent_utilities/prompts/quant_career_mentor.json
agent_utilities/prompts/quant_developer.json
agent_utilities/prompts/quant_research_analyst.json
agent_utilities/prompts/quant_researcher.json
agent_utilities/prompts/quant_trader.json
agent_utilities/prompts/repository_manager.json
agent_utilities/prompts/researcher.json
agent_utilities/prompts/risk_analyst.json
agent_utilities/prompts/risk_compliance_officer.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/servicenow_specialist.json
agent_utilities/prompts/social_media_influencer.json
agent_utilities/prompts/stirlingpdf_specialist.json
agent_utilities/prompts/swe_engineer.json
agent_utilities/prompts/systems_manager.json
agent_utilities/prompts/tool_guidance.json
agent_utilities/prompts/training_engineer.json
agent_utilities/prompts/tunnel_specialist.json
agent_utilities/prompts/typescript_programmer.json
agent_utilities/prompts/ui_ux_designer.json
agent_utilities/prompts/uptime_kuma_specialist.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/dataflows.py
agent_utilities/protocols/quant_agent.py
agent_utilities/protocols/universal_connector.py
agent_utilities/protocols/source_connectors/__init__.py
agent_utilities/protocols/source_connectors/base.py
agent_utilities/protocols/source_connectors/checkpoint.py
agent_utilities/protocols/source_connectors/permission_sync.py
agent_utilities/protocols/source_connectors/registry.py
agent_utilities/protocols/source_connectors/connectors/__init__.py
agent_utilities/protocols/source_connectors/connectors/ard.py
agent_utilities/protocols/source_connectors/connectors/database.py
agent_utilities/protocols/source_connectors/connectors/filesystem.py
agent_utilities/protocols/source_connectors/connectors/mcp_package.py
agent_utilities/protocols/source_connectors/connectors/mcp_tool.py
agent_utilities/protocols/source_connectors/connectors/package_manifest.py
agent_utilities/protocols/source_connectors/connectors/reader.py
agent_utilities/protocols/source_connectors/connectors/rest.py
agent_utilities/protocols/source_connectors/connectors/rss.py
agent_utilities/protocols/source_connectors/connectors/web.py
agent_utilities/rlm/__init__.py
agent_utilities/rlm/client.py
agent_utilities/rlm/config.py
agent_utilities/rlm/dynamic_reward.py
agent_utilities/rlm/eval_set_optimizer.py
agent_utilities/rlm/gepa.py
agent_utilities/rlm/hook.py
agent_utilities/rlm/predict_rlm.py
agent_utilities/rlm/prompts.py
agent_utilities/rlm/repl.py
agent_utilities/rlm/roles.py
agent_utilities/rlm/runner.py
agent_utilities/rlm/schema.py
agent_utilities/rlm/skills.py
agent_utilities/rlm/specialist.py
agent_utilities/rlm/telemetry.py
agent_utilities/rlm/benchmarks/__init__.py
agent_utilities/rlm/benchmarks/base.py
agent_utilities/rlm/benchmarks/baselines.py
agent_utilities/rlm/benchmarks/cost.py
agent_utilities/rlm/benchmarks/runner.py
agent_utilities/rlm/benchmarks/scoreboard.py
agent_utilities/rlm/benchmarks/tasks/__init__.py
agent_utilities/rlm/benchmarks/tasks/_datasets.py
agent_utilities/rlm/benchmarks/tasks/browsecomp_plus.py
agent_utilities/rlm/benchmarks/tasks/longbench_codeqa.py
agent_utilities/rlm/benchmarks/tasks/oolong.py
agent_utilities/rlm/benchmarks/tasks/oolong_pairs.py
agent_utilities/rlm/benchmarks/tasks/s_niah.py
agent_utilities/rlm/sandboxes/__init__.py
agent_utilities/rlm/sandboxes/_bridge.py
agent_utilities/rlm/sandboxes/analyzer.py
agent_utilities/rlm/sandboxes/base.py
agent_utilities/rlm/sandboxes/container_fork_backend.py
agent_utilities/rlm/sandboxes/docker_backend.py
agent_utilities/rlm/sandboxes/firecracker_backend.py
agent_utilities/rlm/sandboxes/forkserver_backend.py
agent_utilities/rlm/sandboxes/local_backend.py
agent_utilities/rlm/sandboxes/monty_backend.py
agent_utilities/rlm/sandboxes/registry.py
agent_utilities/rlm/sandboxes/reward.py
agent_utilities/rlm/sandboxes/router.py
agent_utilities/rlm/sandboxes/wasm_backend.py
agent_utilities/runtime/__init__.py
agent_utilities/runtime/bridge.py
agent_utilities/runtime/browser_tier.py
agent_utilities/runtime/computer_use_tier.py
agent_utilities/runtime/docker_workspace.py
agent_utilities/runtime/events.py
agent_utilities/runtime/local_workspace.py
agent_utilities/runtime/policy.py
agent_utilities/runtime/provenance.py
agent_utilities/runtime/warm_registry.py
agent_utilities/runtime/workspace.py
agent_utilities/sdd/README.md
agent_utilities/sdd/__init__.py
agent_utilities/sdd/orchestrator.py
agent_utilities/sdd/watcher.py
agent_utilities/security/__init__.py
agent_utilities/security/ard_signing.py
agent_utilities/security/auth.py
agent_utilities/security/brain_context.py
agent_utilities/security/browser_auth.py
agent_utilities/security/cli.py
agent_utilities/security/credential_provider.py
agent_utilities/security/egress.py
agent_utilities/security/execution_stability_engine.py
agent_utilities/security/guardrails.py
agent_utilities/security/oidc_discovery.py
agent_utilities/security/permissions_kernel.py
agent_utilities/security/request_identity.py
agent_utilities/security/run_token.py
agent_utilities/security/sandboxed_executor.py
agent_utilities/security/secrets_client.py
agent_utilities/security/security_policy_middleware.py
agent_utilities/security/sidecar_runtime.py
agent_utilities/security/source_credentials.py
agent_utilities/security/threat_defense_engine.py
agent_utilities/security/tool_guard.py
agent_utilities/security/xai_auth.py
agent_utilities/security/zero_day_immunity.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/ard.py
agent_utilities/server/routers/benchmark.py
agent_utilities/server/routers/commands.py
agent_utilities/server/routers/core.py
agent_utilities/server/routers/enhanced.py
agent_utilities/server/routers/git_webhooks.py
agent_utilities/server/routers/human.py
agent_utilities/server/routers/interop.py
agent_utilities/server/routers/proxy.py
agent_utilities/server/routers/runtime.py
agent_utilities/server/routers/swebench.py
agent_utilities/skills/__init__.py
agent_utilities/skills/agent-utilities-deployment/SKILL.md
agent_utilities/skills/agent-utilities-evolution/SKILL.md
agent_utilities/skills/agent-utilities-evolution/scripts/wiring_sweep.py
agent_utilities/skills/agent-utilities-source-integration/SKILL.md
agent_utilities/skills/autonomous-contribution/SKILL.md
agent_utilities/skills/concept-node-extractor/SKILL.md
agent_utilities/skills/kg-report-persister/SKILL.md
agent_utilities/skills/knowledge-graph-ingest/SKILL.md
agent_utilities/skills/knowledge-graph-ingest/ingest_manifest.yaml
agent_utilities/skills/skill_graphs/agent-utilities/SKILL.md
agent_utilities/skills/skill_graphs/agent-utilities/deployment/SKILL.md
agent_utilities/skills/skill_graphs/agent-utilities/deployment/scripts/deploy_wizard.py
agent_utilities/skills/skill_graphs/agent-utilities/development/SKILL.md
agent_utilities/skills/skill_graphs/agent-utilities/ontology/SKILL.md
agent_utilities/skills/skill_graphs/agent-utilities/pillars/SKILL.md
agent_utilities/skills/skill_graphs/agent-utilities/tools/SKILL.md
agent_utilities/skills/workflows/agent-os-genesis/SKILL.md
agent_utilities/skills/workflows/agent-os-genesis/references/TROUBLESHOOTING.md
agent_utilities/skills/workflows/agent-os-genesis/references/arr-stack-vpn-hardening.md
agent_utilities/skills/workflows/agent-os-genesis/references/connector-catalog.md
agent_utilities/skills/workflows/agent-os-genesis/references/connector-ingestion-owl.md
agent_utilities/skills/workflows/agent-os-genesis/references/freshrss-and-sso.md
agent_utilities/skills/workflows/agent-os-genesis/references/homelab-ops-learnings.md
agent_utilities/skills/workflows/agent-os-genesis/references/keycloak-realm-consolidation.md
agent_utilities/skills/workflows/agent-os-genesis/references/package-deploy-readme.md
agent_utilities/skills/workflows/agent-os-genesis/references/plane-provisioning-and-connector-auth.md
agent_utilities/skills/workflows/agent-os-genesis/references/standard-repos-and-ci.md
agent_utilities/skills/workflows/agent-os-genesis/references/team.yaml
agent_utilities/tools/README.md
agent_utilities/tools/__init__.py
agent_utilities/tools/a2a_tools.py
agent_utilities/tools/agent_tools.py
agent_utilities/tools/code_intelligence_tools.py
agent_utilities/tools/codebase_map_tools.py
agent_utilities/tools/computer_use_tools.py
agent_utilities/tools/db_tools.py
agent_utilities/tools/developer_tools.py
agent_utilities/tools/dynamic_tool_orchestrator.py
agent_utilities/tools/eval_harness.py
agent_utilities/tools/git_tools.py
agent_utilities/tools/jupyter_adapter.py
agent_utilities/tools/kg_evolution_tools.py
agent_utilities/tools/kg_share_tools.py
agent_utilities/tools/kg_tools.py
agent_utilities/tools/knowledge_tools.py
agent_utilities/tools/mcp_sync_tool.py
agent_utilities/tools/media_tools.py
agent_utilities/tools/memory_tools.py
agent_utilities/tools/onboarding_tools.py
agent_utilities/tools/pattern_tools.py
agent_utilities/tools/sandbox_executor.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/swe_workspace_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
agent_utilities/usage/__init__.py
agent_utilities/usage/backend.py
agent_utilities/usage/cost.py
agent_utilities/usage/models.py
agent_utilities/usage/recorder.py
agent_utilities/usage/schema.py
agent_utilities/usage/service.py
agent_utilities/usage/backends/__init__.py
agent_utilities/usage/backends/duckdb_mirror.py
agent_utilities/usage/backends/postgres.py
agent_utilities/usage/backends/sql_base.py
agent_utilities/usage/backends/sqlite_fts.py
agent_utilities/workflows/__init__.py
agent_utilities/workflows/distillation_hook.py
agent_utilities/workflows/epistemic_sync.py
agent_utilities/workflows/runner.py
agent_utilities/workflows/skill_compiler.py
agent_utilities/workflows/skill_picker.py
agent_utilities/workflows/visualizer.py
docs/scaling/capacity_model.py
examples/ontology_workflow/lift_sample_process.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/add_trace_decorator.py
scripts/bench_bus.py
scripts/build_concepts_yaml.py
scripts/build_feature_ledger.py
scripts/check.py
scripts/check_capability_ledger.py
scripts/check_concept_gaps.py
scripts/check_concept_governance.py
scripts/check_concepts.py
scripts/check_coupling.py
scripts/check_designation_eval.py
scripts/check_eval_corpus.py
scripts/check_genesis_manifest.py
scripts/check_liveness.py
scripts/check_longmemeval.py
scripts/check_no_env_sprawl.py
scripts/check_no_stub.py
scripts/check_ontology.py
scripts/check_prompt_schema.py
scripts/check_reliability_corpus.py
scripts/check_retrieval_quality.py
scripts/check_sprawl.py
scripts/check_stubs.py
scripts/check_surface_parity.py
scripts/check_tool_refs.py
scripts/check_wiring.py
scripts/consolidate_concepts.py
scripts/consolidation_callmap.py
scripts/dev_execute_agent.py
scripts/dev_orchestration_seam_e2e.py
scripts/drop_models.py
scripts/find_unmapped_labels.py
scripts/fix_precommit_hooks.py
scripts/format_ttl.py
scripts/gen_agents_md.py
scripts/gen_docs.py
scripts/gen_genesis_manifest.py
scripts/gen_grafana_dashboards.py
scripts/gen_graphos_manifest.py
scripts/gen_mcp_fleet_registry.py
scripts/gen_mcp_service_stacks.py
scripts/gen_prometheus_mcp_targets.py
scripts/gen_prompt_schema.py
scripts/generate_connector_map.py
scripts/get_stats.py
scripts/ingest_all.py
scripts/ingest_config.py
scripts/ingest_paper.py
scripts/inject_concept_ids.py
scripts/inject_precommit_hooks.py
scripts/install_git_hooks.py
scripts/mermaid_linter.py
scripts/migrate_concepts_hierarchy.py
scripts/migrate_prompts.py
scripts/parse_awesome_deep_trading.py
scripts/patch_schema.py
scripts/profile_book_ingestion.py
scripts/provision_rlm_wasm.py
scripts/reserve_concepts_hook.py
scripts/retrofit_fleet_contribution.py
scripts/run_assimilation_breadth.py
scripts/run_guardrails_lean.py
scripts/scaffold_graph_action.py
scripts/security_sanitizer.py
scripts/stress_ingest.py
scripts/submit_diff.py
scripts/validate_change.py
scripts/validate_diagrams.py
scripts/validate_mcp_config.py
scripts/verify_acp.py
scripts/verify_acp_stack.py
scripts/verify_kafka_sync.py
tests/_test_engine.py
tests/conftest.py
tests/kg_recording_backend.py
tests/test_a2a_graph_skill.py
tests/test_action_dispatch.py
tests/test_adaptive_stopping.py
tests/test_agent_step_po.py
tests/test_agent_toolkit_ingestion.py
tests/test_ahe_3_22_code_synthesis.py
tests/test_ahe_3_24_capability_ratchet.py
tests/test_ahe_3_26_improvement_ledger.py
tests/test_ahe_3_31_recursive_distill.py
tests/test_ahe_3_48_latent_efficiency_live_path.py
tests/test_ahe_harness.py
tests/test_alpha_factors.py
tests/test_archivebox_sync.py
tests/test_assimilation_benchmark.py
tests/test_assimilation_benchmark_live_path.py
tests/test_attribution_reliability.py
tests/test_audit_logger.py
tests/test_auto_merge_action_policy.py
tests/test_backend_tiered_migration.py
tests/test_backlink_boost.py
tests/test_backtest_harness.py
tests/test_baseline_overfit_gate.py
tests/test_breadth_preskip.py
tests/test_bulk_ingestion.py
tests/test_cache_rollout_signals.py
tests/test_causal_reasoning.py
tests/test_chunked_drain.py
tests/test_codemap_skeleton.py
tests/test_cognitive_scheduler.py
tests/test_commands.py
tests/test_comparative_analysis.py
tests/test_composite_backtest.py
tests/test_concept_hierarchy.py
tests/test_concrete_stubs.py
tests/test_concurrency.py
tests/test_concurrency_manager.py
tests/test_conductor_workflow.py
tests/test_confidence_routing.py
tests/test_config_versioning.py
tests/test_contradiction_detector.py
tests/test_contradiction_detector_live_path.py
tests/test_credit_quality.py
tests/test_cross_market_arb.py
tests/test_data_connector_nodes.py
tests/test_decentralized_memory.py
tests/test_decentralized_memory_router.py
tests/test_distillation.py
tests/test_distiller.py
tests/test_durable_execution.py
tests/test_dynamic_subgraph.py
tests/test_dynamic_workflow.py
tests/test_embedder_client_cache.py
tests/test_embedding_diagnostics.py
tests/test_escalation_matrix.py
tests/test_eunomia_principal.py
tests/test_eval_capture.py
tests/test_eval_runner.py
tests/test_eval_set_optimizer.py
tests/test_evolution_pr_bridge.py
tests/test_evolutionary_aggregation.py
tests/test_explore_exploit_router.py
tests/test_explore_exploit_router_parity.py
tests/test_external_plugin_adapter.py
tests/test_failure_analyzer.py
tests/test_failure_regression_check.py
tests/test_fast_slow_controller.py
tests/test_finance_pipeline.py
tests/test_forecasting.py
tests/test_freshrss_worldmodel.py
tests/test_function_registry.py
tests/test_gateway_client.py
tests/test_generative_recommender.py
tests/test_goal_models.py
tests/test_granular_endpoints.py
tests/test_graph_search_evolution.py
tests/test_graph_theory_primitives.py
tests/test_guardrail_engine.py
tests/test_harness_fence.py
tests/test_hote_tri_evolution.py
tests/test_imodel_evolver.py
tests/test_infrastructure_ontology.py
tests/test_ingest_graph_routing.py
tests/test_ingestion_manifest.py
tests/test_ingestion_perf_optimizations.py
tests/test_innovation_framework.py
tests/test_insider_equilibrium.py
tests/test_interpretability_tests.py
tests/test_iterative_expansion.py
tests/test_jupyter_adapter.py
tests/test_kg_2_67_world_model.py
tests/test_kg_2_68_reasoner_router.py
tests/test_kg_2_69_program_synthesis.py
tests/test_kg_2_73b_latent_rollout_memory.py
tests/test_kg_autorouting.py
tests/test_kg_engine_lock.py
tests/test_kg_graph_factory.py
tests/test_kg_host_lock.py
tests/test_kg_ogm.py
tests/test_knowledge_pack.py
tests/test_knowledge_pack_hydration.py
tests/test_kronos_forecaster.py
tests/test_langfuse_exporter.py
tests/test_latent_space_regularizer.py
tests/test_load_config.py
tests/test_loop_auto_merge.py
tests/test_loop_search_tasks.py
tests/test_market_data.py
tests/test_market_feeds.py
tests/test_mcp_orchestrate.py
tests/test_memento_lcm.py
tests/test_memento_verification.py
tests/test_memory_bridge.py
tests/test_memory_retriever.py
tests/test_mermaid_linter.py
tests/test_microstructure.py
tests/test_model_display.py
tests/test_model_synergy.py
tests/test_multiplexer_dynamic_gateway.py
tests/test_multiplexer_host_routing.py
tests/test_multiplexer_resilience.py
tests/test_multiplexer_transports.py
tests/test_neural_reranker.py
tests/test_night_shift_live_path.py
tests/test_numeric_parity.py
tests/test_optimal_execution.py
tests/test_orch_1_104_unified_entrypoint_continuity.py
tests/test_orch_collective.py
tests/test_orchestrate_mcp.py
tests/test_os_5_35_cost_governor.py
tests/test_os_5_36_search_distillation.py
tests/test_os_5_37_compute_governor.py
tests/test_overnight_runner.py
tests/test_paper_links.py
tests/test_parity_features.py
tests/test_payments.py
tests/test_permissions_kernel.py
tests/test_pool_adoption.py
tests/test_population_drift.py
tests/test_portfolio_optimizer.py
tests/test_preference_pairs.py
tests/test_pretooluse_gate.py
tests/test_probabilistic_reasoning.py
tests/test_profit_attribution.py
tests/test_prompt_integrity.py
tests/test_provider_adapter.py
tests/test_rag_kg_unification.py
tests/test_reactive_framework.py
tests/test_readme_env_vars.py
tests/test_readme_tools.py
tests/test_recursive_orchestration.py
tests/test_registry_cache.py
tests/test_registry_cli.py
tests/test_release_channel.py
tests/test_repo_classification.py
tests/test_research_acquisition.py
tests/test_research_autopilot.py
tests/test_research_enhancements.py
tests/test_research_log.py
tests/test_resilience_policy.py
tests/test_retrieval_quality.py
tests/test_risk_manager.py
tests/test_risk_scoring.py
tests/test_round4_live_path.py
tests/test_safe_1_1_frontier_scorers.py
tests/test_safe_1_2_scaling_laws.py
tests/test_safe_1_5_corrigibility.py
tests/test_schema_packs.py
tests/test_score_gate.py
tests/test_sdd_task_ergonomics.py
tests/test_search_synthesis.py
tests/test_security_and_serialization.py
tests/test_self_guided_play.py
tests/test_sessions_gateway.py
tests/test_signal_fusion.py
tests/test_skill_compiler.py
tests/test_skill_enrichment_standardization.py
tests/test_skill_graph_pipeline.py
tests/test_staged_pipeline.py
tests/test_startup.py
tests/test_strategy_export.py
tests/test_strategy_sharing.py
tests/test_streaming.py
tests/test_subagent_patterns.py
tests/test_substrate_trainer.py
tests/test_team_config.py
tests/test_temporal_semantic_id.py
tests/test_time_diversity.py
tests/test_token_tracker.py
tests/test_trace_backend_failure_reads.py
tests/test_trading_curator.py
tests/test_trading_pipeline.py
tests/test_trading_swarm.py
tests/test_trading_team_seed.py
tests/test_training_signals.py
tests/test_trajectory_signatures.py
tests/test_unified_ingestion.py
tests/test_validate_mcp_config.py
tests/test_variant_pool.py
tests/test_verbose_tools.py
tests/test_versioned_orders.py
tests/test_visibility_graph.py
tests/test_visual_ta.py
tests/test_web_fetch.py
tests/test_wide_search_graph.py
tests/test_workflow_visualizer.py
tests/test_workspace_attention.py
tests/consolidation/test_memory_engine_paths.py
tests/consolidation/test_router_caps.py
tests/docs/__init__.py
tests/docs/test_docs_consistency.py
tests/gates/__init__.py
tests/gates/test_designation_eval_meta.py
tests/gates/test_gates_meta.py
tests/gates/test_gates_meta_extra.py
tests/gates/test_harness_fence_gate.py
tests/gates/test_reliability_corpus_gate.py
tests/harness/test_adaptation_speed.py
tests/harness/test_always_on_tracing.py
tests/harness/test_continuous_eval_research_craft_live_path.py
tests/harness/test_dataset_and_prompt_version.py
tests/harness/test_edit_engine.py
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tests/harness/test_evolution_self_play_live_path.py
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tests/harness/test_kg_trace_backend.py
tests/harness/test_model_tracing_wrap.py
tests/harness/test_online_scoring.py
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tests/harness/test_red_team.py
tests/harness/test_regression_assertions.py
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tests/harness/test_superhuman_benchmark.py
tests/harness/test_swebench_harness.py
tests/harness/test_swebench_remediation_live_path.py
tests/harness/test_tool_judge.py
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tests/harness/test_tracing.py
tests/integration/__init__.py
tests/integration/conftest.py
tests/integration/test_camunda_live.py
tests/integration/test_eunomia_integration.py
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tests/integration/test_full_stack_e2e.py
tests/integration/test_git_resolver.py
tests/integration/test_observability_pipeline.py
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tests/integration/backends/test_backend_conformance.py
tests/integration/backends/test_cross_backend_parity.py
tests/integration/backends/test_fanout_live.py
tests/integration/backends/test_sparql_backend_live.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
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tests/integration/core/test_rlm_planner.py
tests/integration/core/test_security_server.py
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tests/integration/core/test_workflow_compilation_parallel.py
tests/integration/core/test_workspace.py
tests/integration/graph/test_endpoint_consumer_coverage.py
tests/integration/graph/test_epistemic_context.py
tests/integration/graph/test_executor.py
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tests/integration/graph/test_graph_lifecycle.py
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tests/integration/knowledge_graph/test_company_brain_e2e.py
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tests/integration/knowledge_graph/test_kg_advanced_patterns.py
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tests/integration/knowledge_graph/test_knowledge_graph_backend.py
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tests/integration/knowledge_graph/test_knowledge_maintenance.py
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tests/integration/knowledge_graph/test_owl_sparql_shacl_engine.py
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tests/integration/profiles/test_profile_enterprise_full.py
tests/integration/profiles/test_profile_tiny_zero_dep.py
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tests/unit/mcp/test_fanout_timeout.py
tests/unit/mcp/test_graph_query_sparql.py
tests/unit/mcp/test_graph_query_sql.py
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tests/unit/mcp/test_watcher_cpu.py
tests/unit/messaging/test_backend_reactions.py
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tests/unit/messaging/test_federation.py
tests/unit/messaging/test_inbox.py
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tests/unit/messaging/test_messaging_commands.py
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tests/unit/messaging/test_messaging_reactions.py
tests/unit/messaging/test_messaging_routing.py
tests/unit/messaging/test_messaging_voice.py
tests/unit/messaging/test_reach_service.py
tests/unit/messaging/test_render.py
tests/unit/orchestration/test_reactions.py
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tests/unit/protocols/test_a2a.py
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tests/unit/protocols/test_ctx_scenarios.py
tests/unit/protocols/test_mcp_package_connector.py
tests/unit/protocols/test_mcp_tool_source_connector.py
tests/unit/protocols/test_reader_connector.py
tests/unit/protocols/test_source_connectors.py
tests/unit/protocols/test_universal_connector.py
tests/unit/rlm/test_ahe_3_32_benchmark_live.py
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tests/unit/rlm/test_rlm_integration_wiring.py
tests/unit/rlm/test_rlm_runner_entrypoint.py
tests/unit/rlm/test_rlm_selectors.py
tests/unit/rlm/test_schema_contract.py
tests/unit/rlm/test_subagent_schema.py
tests/unit/rlm/test_subagent_schema_live_path.py
tests/unit/sdd/test_batch_tasks.py
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tests/unit/sdd/test_sdd_tools_unit.py
tests/unit/server/__init__.py
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tests/unit/workflows/test_skill_picker.py