LAYOUT.md
LICENSE
MANIFEST.in
README.md
pyproject.toml
examples/__init__.py
examples/csp_python_go_stdio_demo.py
examples/csp_python_js_stdio_demo.py
examples/csp_python_rust_stdio_demo.py
examples/csp_rust_worker.py
examples/csp_session_demo.py
examples/demos/__init__.py
examples/demos/async_demo.py
examples/demos/coding_review.py
examples/demos/coding_review_recipe.py
examples/demos/coding_team.py
examples/demos/context_handoff_demo.py
examples/demos/contract_validation_demo.py
examples/demos/core_runtime_safety_demo.py
examples/demos/doctor_benchmark.py
examples/demos/doctor_orchestrator.py
examples/demos/evaluation_demo.py
examples/demos/extension_demo.py
examples/demos/fake_provider_tool_call_demo.py
examples/demos/fusion_style_demo.py
examples/demos/handoff_demo.py
examples/demos/handoff_quality_demo.py
examples/demos/mai_clinical_ensemble_benchmark.py
examples/demos/mai_clinical_mimo_benchmark.py
examples/demos/mai_clinical_mimo_rescue.py
examples/demos/mai_clinical_targeted_rescue.py
examples/demos/mai_style_doctor_benchmark.py
examples/demos/media_dubbing_demo.py
examples/demos/medical_tools_demo.py
examples/demos/memory_demo.py
examples/demos/project_context_demo.py
examples/demos/provider_matrix_demo.py
examples/demos/provider_tool_adapter_demo.py
examples/demos/provider_tool_formats_demo.py
examples/demos/real_task_calculator.py
examples/demos/recipe_demo.py
examples/demos/replay_demo.py
examples/demos/repo_inspired_protocols.py
examples/demos/research_workflow.py
examples/demos/simple_agent.py
examples/demos/structured_output_demo.py
examples/demos/structured_recipe_demo.py
examples/demos/support_escalation.py
examples/demos/template_demo.py
examples/demos/tool_agent.py
examples/demos/tool_execution_demo.py
examples/demos/tool_schema_demo.py
examples/demos/trace_demo.py
examples/demos/complex_audit_extension/__init__.py
examples/demos/complex_audit_extension/recipes.py
examples/demos/complex_audit_extension/tools.py
examples/fixtures/reports/README.md
examples/fixtures/reports/clinical_benchmark_400_summary.json
examples/fixtures/reports/clinical_benchmark_400_summary.md
examples/fixtures/reports/coding_review.json
examples/fixtures/reports/coding_review.md
examples/fixtures/reports/coding_review_recipe.json
examples/fixtures/reports/coding_review_recipe.md
examples/fixtures/reports/context_handoff_demo.md
examples/fixtures/reports/contract_validation_demo.json
examples/fixtures/reports/contract_validation_demo.md
examples/fixtures/reports/doctor_benchmark_30.json
examples/fixtures/reports/doctor_benchmark_30.md
examples/fixtures/reports/doctor_orchestrator.json
examples/fixtures/reports/doctor_orchestrator.md
examples/fixtures/reports/evaluation_demo.json
examples/fixtures/reports/evaluation_demo.md
examples/fixtures/reports/extension_demo.json
examples/fixtures/reports/extension_demo.md
examples/fixtures/reports/fusion_style_demo.json
examples/fixtures/reports/fusion_style_demo.md
examples/fixtures/reports/handoff_quality_demo.json
examples/fixtures/reports/handoff_quality_demo.md
examples/fixtures/reports/mai_style_doctor_benchmark_30.json
examples/fixtures/reports/mai_style_doctor_benchmark_30.md
examples/fixtures/reports/media_context_demo.json
examples/fixtures/reports/media_context_demo.md
examples/fixtures/reports/media_dubbing_demo.json
examples/fixtures/reports/media_dubbing_demo.md
examples/fixtures/reports/memory_demo.json
examples/fixtures/reports/memory_demo.md
examples/fixtures/reports/project_context_demo.json
examples/fixtures/reports/project_context_demo.md
examples/fixtures/reports/provider_matrix_demo.json
examples/fixtures/reports/provider_matrix_demo.md
examples/fixtures/reports/provider_tool_adapter_demo.json
examples/fixtures/reports/provider_tool_adapter_demo.md
examples/fixtures/reports/provider_tool_formats_demo.json
examples/fixtures/reports/provider_tool_formats_demo.md
examples/fixtures/reports/real_task_calculator.json
examples/fixtures/reports/real_task_calculator.md
examples/fixtures/reports/recipe_demo.json
examples/fixtures/reports/recipe_demo.md
examples/fixtures/reports/replay_demo.json
examples/fixtures/reports/replay_demo.md
examples/fixtures/reports/research_workflow.json
examples/fixtures/reports/research_workflow.md
examples/fixtures/reports/structured_output_demo.json
examples/fixtures/reports/structured_output_demo.md
examples/fixtures/reports/structured_recipe_demo.json
examples/fixtures/reports/structured_recipe_demo.md
examples/fixtures/reports/support_escalation.json
examples/fixtures/reports/support_escalation.md
examples/fixtures/reports/tool_execution_demo.json
examples/fixtures/reports/tool_execution_demo.md
examples/fixtures/reports/trace_demo.json
examples/fixtures/reports/trace_demo.md
examples/integrations/__init__.py
examples/integrations/freemodel_best_model_demo.py
examples/integrations/freemodel_coding_team.py
examples/integrations/freemodel_openai_compatible.py
examples/integrations/langgraph_integration.py
examples/integrations/ollama_agent.py
examples/integrations/openai_agents_sdk_integration.py
examples/integrations/opencode_go_agent.py
examples/integrations/opencode_zen_agent.py
examples/integrations/pydantic_ai_integration.py
handoffkit/__init__.py
handoffkit/_version.py
handoffkit/agent.py
handoffkit/cli.py
handoffkit/context.py
handoffkit/contracts.py
handoffkit/errors.py
handoffkit/evaluation.py
handoffkit/extensions.py
handoffkit/handoff.py
handoffkit/memory.py
handoffkit/protocol.py
handoffkit/provider_adapters.py
handoffkit/py.typed
handoffkit/quality.py
handoffkit/replay.py
handoffkit/reports.py
handoffkit/runner.py
handoffkit/safety.py
handoffkit/sandbox.py
handoffkit/schemas.py
handoffkit/structured.py
handoffkit/templates.py
handoffkit/tool.py
handoffkit/tool_execution.py
handoffkit/tool_factory.py
handoffkit/tracing.py
handoffkit/validation.py
handoffkit.egg-info/PKG-INFO
handoffkit.egg-info/SOURCES.txt
handoffkit.egg-info/dependency_links.txt
handoffkit.egg-info/entry_points.txt
handoffkit.egg-info/requires.txt
handoffkit.egg-info/top_level.txt
handoffkit/_cli/__init__.py
handoffkit/_cli/browse.py
handoffkit/_cli/csp.py
handoffkit/_cli/demos.py
handoffkit/_cli/main.py
handoffkit/_cli/media.py
handoffkit/_cli/project.py
handoffkit/benchmarks/__init__.py
handoffkit/benchmarks/cases.py
handoffkit/benchmarks/doctor.py
handoffkit/benchmarks/doctor_cases_100.py
handoffkit/benchmarks/doctor_cases_30.py
handoffkit/benchmarks/doctor_cases_400.py
handoffkit/benchmarks/independent.py
handoffkit/benchmarks/mai.py
handoffkit/benchmarks/metrics.py
handoffkit/benchmarks/data/doctor_cases_100.json
handoffkit/benchmarks/data/doctor_cases_30.json
handoffkit/benchmarks/data/doctor_cases_400.json
handoffkit/browser/__init__.py
handoffkit/browser/cache.py
handoffkit/browser/explorer.py
handoffkit/browser/html_extract.py
handoffkit/browser/kit.py
handoffkit/browser/page.py
handoffkit/browser/rank.py
handoffkit/browser/research.py
handoffkit/browser/search.py
handoffkit/browser/tools.py
handoffkit/browser/transport.py
handoffkit/browser/types.py
handoffkit/browser/util.py
handoffkit/crypto_research/__init__.py
handoffkit/csp/__init__.py
handoffkit/csp/channel.py
handoffkit/csp/dedup.py
handoffkit/csp/distributed.py
handoffkit/csp/durable_security.py
handoffkit/csp/errors.py
handoffkit/csp/models.py
handoffkit/csp/runtime.py
handoffkit/csp/scheduler_state.py
handoffkit/csp/security.py
handoffkit/csp/transport.py
handoffkit/protocols/__init__.py
handoffkit/protocols/compressed.py
handoffkit/protocols/hybrid_min.py
handoffkit/protocols/hybrid_state.py
handoffkit/protocols/natural.py
handoffkit/providers/__init__.py
handoffkit/providers/base.py
handoffkit/providers/echo_provider.py
handoffkit/providers/fallback.py
handoffkit/providers/native_openai.py
handoffkit/providers/ollama_provider.py
handoffkit/providers/openai_compatible.py
handoffkit/providers/openai_provider.py
handoffkit/providers/opencode_provider.py
handoffkit/providers/registry.py
handoffkit/recipes/__init__.py
handoffkit/recipes/builtins.py
handoffkit/recipes/fusion.py
handoffkit/recipes/media.py
handoffkit/recipes/showcases.py
handoffkit/recipes/web.py
handoffkit/tools/__init__.py
handoffkit/tools/filesystem.py
handoffkit/tools/medical.py
handoffkit/tools/shell.py
handoffkit/tools/text.py
scripts/audit_clinical_benchmark.py
scripts/build_doctor_cases_100.py
scripts/build_doctor_cases_400.py
scripts/rescore_clinical_report.py
tests/conftest.py
tests/test_070_examples.py
tests/test_adoption_docs.py
tests/test_agent.py
tests/test_api_stability.py
tests/test_artifact_signatures.py
tests/test_async_runtime.py
tests/test_browser.py
tests/test_cli.py
tests/test_cli_csp.py
tests/test_cli_doctor.py
tests/test_clinical_benchmark_audit.py
tests/test_clinical_ensemble_benchmark.py
tests/test_clinical_targeted_rescue.py
tests/test_coding_team.py
tests/test_contract_validation.py
tests/test_cross_runtime_contracts.py
tests/test_csp_contracts.py
tests/test_csp_distributed.py
tests/test_csp_reliability.py
tests/test_csp_runtime.py
tests/test_csp_security.py
tests/test_csp_tls_integration.py
tests/test_docs_090.py
tests/test_doctor_benchmark.py
tests/test_durable_replay.py
tests/test_durable_revocation.py
tests/test_edge_profiles.py
tests/test_evaluation.py
tests/test_fallback_provider.py
tests/test_fusion_style_demo.py
tests/test_handoff.py
tests/test_imports.py
tests/test_independent_benchmark.py
tests/test_json_schemas.py
tests/test_mai_benchmark.py
tests/test_media.py
tests/test_medical_tools.py
tests/test_memory_context.py
tests/test_metrics.py
tests/test_native_providers.py
tests/test_ollama_provider_mock.py
tests/test_openai_model_selection.py
tests/test_openai_provider_mock.py
tests/test_opencode_provider_mock.py
tests/test_protocols.py
tests/test_provider_adapters.py
tests/test_provider_matrix.py
tests/test_provider_registry.py
tests/test_public_api_compatibility.py
tests/test_quality.py
tests/test_real_task_demo.py
tests/test_recipes_extensions.py
tests/test_release_process_docs.py
tests/test_replay.py
tests/test_reports.py
tests/test_sandbox_policy.py
tests/test_security_conformance.py
tests/test_security_transcript.py
tests/test_shell_safety.py
tests/test_showcases.py
tests/test_stable_metadata.py
tests/test_structured_outputs.py
tests/test_team.py
tests/test_templates.py
tests/test_tool.py
tests/test_tool_execution.py
tests/test_tool_factory.py
tests/test_tracing.py
tests/test_validation.py
tests/test_wheel_smoke.py