cli-agent-orchestrator

(★ 1,091)

Multi-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions

File Explorer

Download Latest Version (.zip)

- - feature_request.md
- - cargo-deny.yml
  - ci.yml
  - gh-pages.yml
  - publish-to-pypi.yml
  - release.yml
  - secret-scan.yml
  - test-antigravity-cli-provider.yml
  - test-claude-code-provider.yml
  - test-codex-provider.yml
  - test-kiro-cli-provider.yml
- - pre-commit
  - pre-push
- - agent.spec.ts
  - dashboard.spec.ts
  - event-stream.spec.ts
  - host.html
  - host.js
  - server.mjs
- - check-bundle-size.mjs
  - coverage-ratchet.mjs
  - record-demo.mjs
  - scan-jit.mjs
- .gitignore
- package-lock.json
- package.json
- playwright.config.ts
- README.md
- tsconfig.json
- vite.config.agent.ts
- vite.config.dashboard.ts
- vite.config.events.ts
- vite.config.graph.ts
- vite.config.ts
- vitest.config.ts
- gen.mjs
- status.json
- tokens.json
- - cao_architecture.mmd
  - cao_architecture.png
  - handoff-workflow.mmd
  - handoff-workflow.png
  - multi-role-feature-development.mmd
  - multi-role-feature-development.png
  - parallel-data-analysis.mmd
  - parallel-data-analysis.png
  - parallel-test-execution.mmd
  - parallel-test-execution.png
  - tmux_all_windows.png
- - conditional_example.py
  - fanout_example.py
  - loop_example.py
  - loop_raw_http_example.py
- - ag-ui-copilotkit-demo.gif
  - ag-ui-cross-provider-sync-demo.gif
  - ag-ui-eventsource-viewer-demo.gif
  - ag-ui-handoff-approval-demo.gif
  - ag-ui-session-timeline-demo.gif
  - ag-ui-supervisor-dashboard-demo.gif
  - mcp-apps-agent.png
  - mcp-apps-dashboard.png
  - mcp-apps-demo.gif
  - mcp-apps-demo.mp4
  - mcp-apps-demo.webm
  - mcp-apps-event-stream.png
- agent-profile.md
- agui.md
- antigravity-cli.md
- api.md
- claude-code.md
- codespaces.md
- codex-cli.md
- configuration.md
- control-planes.md
- copilot-cli.md
- cursor-cli.md
- devcontainer-feature.md
- discovery-tool-coexistence.md
- event-driven-architecture.md
- external-tool-integration.md
- fleet-coordinator.md
- flows.md
- grok-cli.md
- herdr.md
- hermes.md
- inbox-delivery.md
- kimi-cli.md
- kiro-cli.md
- knowledge-graph-viewing.md
- mcp-apps.md
- memory.md
- minimax-code.md
- mock-cli-provider.md
- omp-cli.md
- opencode-cli.md
- otel-deployment.md
- plugins.md
- RELEASING.md
- security.md
- self-learning-validation.md
- self-learning.md
- settings.md
- skills.md
- terminal-lifecycle.md
- tmux.md
- tool-restrictions.md
- updating.md
- web-ui.md
- workflow-scripts-authoring-guide.md
- workflows.md
- working-directory.md
- - build.sh
- - intro.md
- - .nojekyll
- .gitignore
- docusaurus.config.ts
- package-lock.json
- package.json
- README.md
- sidebars.ts
- tsconfig.json
- - README.md
- - .gitignore
  - aidlc_portfolio_supervisor.md
  - aidlc_runner.md
  - bun.lock
  - package.json
  - README.md
  - tsconfig.json
- - analysis_supervisor.md
  - data_analyst.md
  - README.md
  - report_generator.md
- - README.md
- - codex_developer.md
  - codex_documenter.md
  - codex_reviewer.md
  - README.md
- - cross_provider_supervisor.md
  - data_analyst_claude_code.md
  - data_analyst_codex.md
  - data_analyst_copilot_cli.md
  - data_analyst_kimi_cli.md
  - data_analyst_kiro_cli.md
  - README.md
  - report_generator_codex.md
- - .gitignore
  - fleet.example.json
  - README.md
- - morning-trivia.md
- - ci_developer.md
  - README.md
  - run.sh
- - README.md
- - dev-kimi.md
  - dev-opus.md
  - dev-sonnet.md
  - reviewer-opus.md
- - README.md
- - README.md
  - tool_restrictions_custom_restricted.md
  - tool_restrictions_developer.md
  - tool_restrictions_reviewer.md
  - tool_restrictions_supervisor.md
- assert_no_ffi.py
- assert_wheel_matrix.py
- build_tui.py
- bump_version.py
- hatch_build_tui_tag.py
- security-scan.sh
- smoke_test_wheel.py
- sync_skills.py
- validate_markdown_links.py
- vendor_ext_apps_skills.py
- - SKILL.md
- - SKILL.md
- - SKILL.md
- - SKILL.md
- - SKILL.md
- - SKILL.md
- - SKILL.md
- - SKILL.md
- - SKILL.md
- - SKILL.md
- - SKILL.md
- - SKILL.md
- - SKILL.md
- plugin.json
- - __init__.py
  - _counter.py
  - _identity.py
  - _inputs.py
  - _transport.py
  - exceptions.py
  - models.py
- - __init__.py
  - constants.py
- - __init__.py
  - conftest.py
  - test_agui_auth_hardening.py
  - test_agui_default_on_smoke.py
  - test_agui_emit_ui.py
  - test_agui_enablement.py
  - test_agui_endpoint_coverage.py
  - test_agui_lifespan_telemetry.py
  - test_agui_replay_contract.py
  - test_agui_resume_endpoint.py
  - test_agui_run_endpoint.py
  - test_agui_stream_coverage.py
  - test_agui_stream_endpoint.py
  - test_agui_stream_overflow.py
  - test_agui_stream_reconnect.py
  - test_api_coverage.py
  - test_api_endpoints.py
  - test_api_profile_surface.py
  - test_api_profiles.py
  - test_auth_read_gating.py
  - test_csrf_origin.py
  - test_default_off_listeners.py
  - test_events_endpoints.py
  - test_flow_api.py
  - test_inbox_messages.py
  - test_lifespan_inbox.py
  - test_memory_api.py
  - test_memory_export_api.py
  - test_memory_reconciliation_startup.py
  - test_memory_relationship_routes.py
  - test_oauth_prm.py
  - test_outcomes_api.py
  - test_plugin_lifespan.py
  - test_replay_nfr2_and_c1.py
  - test_run_step.py
  - test_run_step_env_guard.py
  - test_run_step_extraction_failure_status.py
  - test_run_step_replay_branch.py
  - test_scope_coverage.py
  - test_security.py
  - test_settings_api.py
  - test_skill_seeding_startup.py
  - test_terminal_output_range.py
  - test_terminals.py
  - test_workflow_compare_diagnostics.py
  - test_workflow_endpoints.py
  - test_workflow_events_sse.py
  - test_workflow_inspection_replay.py
  - test_workflow_lifecycle_integration.py
  - test_workflow_lifecycle_realserver.py
  - test_workflow_read_offloop.py
  - test_workflow_route_ordering.py
  - test_workflow_run_delete.py
  - test_workflow_run_surface_tier.py
  - test_workflow_runs.py
  - test_ws_auth.py
- - __init__.py
  - test_factory.py
  - test_herdr_backend.py
  - test_herdr_inbox_service.py
  - test_tmux_backend.py
- - __init__.py
  - test_emit_output.py
  - test_get_inputs.py
  - test_run_step.py
  - test_shim_http_only_boundary.py
  - test_step_surface.py
  - test_transport.py
- - __init__.py
  - test_main.py
  - test_profile_cmd.py
- - __init__.py
  - test_database.py
  - test_database_permissions.py
  - test_kiro_engine_persistence.py
  - test_memory_relationships_migration.py
  - test_tmux_client.py
  - test_tmux_lookup_error.py
  - test_tmux_merge_extra_env.py
  - test_tmux_send_keys.py
  - test_workflow_index_migration.py
  - test_workflow_run_migration.py
- - __init__.py
  - conftest.py
  - test_allowed_tools.py
  - test_assign.py
  - test_cross_provider.py
  - test_handoff.py
  - test_headless_ci.py
  - test_send_message.py
  - test_skills.py
  - test_supervisor_orchestration.py
- - __init__.py
  - test_example_profiles.py
- - __init__.py
  - test_apps.py
  - test_sep2133.py
  - test_widget.py
- - __init__.py
  - cao_server.py
  - jwks_server.py
  - jwt_factory.py
  - terminal_factory.py
  - test_cao_server.py
  - test_jwt_factory.py
- - __init__.py
  - conftest.py
  - test_api_routes.py
  - test_cache.py
  - test_models.py
  - test_registries.py
- - __init__.py
  - test_answer_user_prompt.py
  - test_app_tools.py
  - test_assign.py
  - test_emit_ui_coverage.py
  - test_handoff.py
  - test_handoff_equivalence.py
  - test_list_siblings_and_metadata.py
  - test_load_skill.py
  - test_models.py
  - test_resolve_child_allowed_tools.py
  - test_send_message.py
  - test_terminal_cleanup.py
  - test_utils.py
  - test_workflow_events.py
  - test_workflow_return.py
  - test_workflow_tools.py
- - __init__.py
  - test_kiro_engine.py
  - test_opencode_agent.py
  - test_recovery_policy.py
  - test_session.py
  - test_skill.py
  - test_workflow.py
- - __init__.py
  - conftest.py
  - test_read_session_output.py
  - test_server.py
- - __init__.py
  - test_base.py
  - test_events.py
  - test_package.py
  - test_registry.py
- - __init__.py
  - conftest.py
  - README.md
  - test_antigravity_cli_unit.py
  - test_base_provider.py
  - test_claude_code_coverage.py
  - test_claude_code_unit.py
  - test_codex_provider_unit.py
  - test_container_wrapped.py
  - test_copilot_cli_unit.py
  - test_cursor_cli_unit.py
  - test_grok_cli_unit.py
  - test_hermes_provider_unit.py
  - test_kimi_cli_unit.py
  - test_kimi_session.py
  - test_kiro_capabilities.py
  - test_kiro_cli_integration.py
  - test_kiro_cli_unit.py
  - test_memory_injection.py
  - test_minimax_code_unit.py
  - test_mock_cli_coverage.py
  - test_mock_cli_scripted.py
  - test_mock_cli_unit.py
  - test_native_status_shared.py
  - test_omp_unit.py
  - test_opencode_cli_unit.py
  - test_permission_prompt_detection.py
  - test_provider_init_timeout.py
  - test_provider_manager_unit.py
  - test_startup_handler_nonblocking.py
  - test_startup_prompt_idle_gap.py
  - test_status_staleness_guard.py
  - test_tmux_working_directory.py
- - __init__.py
  - test_wheel_matrix.py
- - __init__.py
  - test_auth.py
- - __init__.py
  - conftest.py
  - test_agent_scaffold.py
  - test_agent_step.py
  - test_agui_stream_mapping.py
  - test_audit_log.py
  - test_bm25_search.py
  - test_cleanup_service.py
  - test_config_service.py
  - test_context_manager_agent.py
  - test_cross_references.py
  - test_deferred_submit_verification.py
  - test_disabled_agent_dirs.py
  - test_event_bus.py
  - test_event_log_service.py
  - test_event_primitives.py
  - test_fifo_reader.py
  - test_flow_service.py
  - test_herdr_inbox_registry.py
  - test_inbox_service.py
  - test_install_service.py
  - test_journal_step_lifecycle.py
  - test_kiro_engine_phase0.py
  - test_kiro_v2_goldens.py
  - test_learned_patterns.py
  - test_learning_enabled_flag.py
  - test_learning_loop_e2e.py
  - test_log_writer.py
  - test_memory_archive_okf_export.py
  - test_memory_archive_okf_import.py
  - test_memory_archive_registry.py
  - test_memory_durability_and_concurrent.py
  - test_memory_enabled_flag.py
  - test_memory_injection_traversal.py
  - test_memory_lint_enabled.py
  - test_memory_partial_write.py
  - test_memory_path_validation.py
  - test_memory_per_scope_cap.py
  - test_memory_reconciliation.py
  - test_memory_relationship_integration.py
  - test_memory_service.py
  - test_memory_service_index_roundtrip.py
  - test_memory_service_phase2.py
  - test_memory_store_occurred_at.py
  - test_outcome_service.py
  - test_plugin_dispatch.py
  - test_plugin_event_emission.py
  - test_profile_search.py
  - test_profile_store.py
  - test_profile_validator.py
  - test_project_identity.py
  - test_promotion_service.py
  - test_recall_index_traversal.py
  - test_recovery_decision_intake.py
  - test_replay_verification_guard.py
  - test_scoring.py
  - test_script_journal_extension.py
  - test_script_lint.py
  - test_script_runner.py
  - test_secret_gate.py
  - test_secret_redaction.py
  - test_session_env.py
  - test_session_service.py
  - test_settings_service.py
  - test_settlement_rewire.py
  - test_sse_bus.py
  - test_sse_bus_overflow.py
  - test_status_monitor.py
  - test_step_fingerprint.py
  - test_step_output_store.py
  - test_step_replay.py
  - test_step_result.py
  - test_terminal_service.py
  - test_terminal_service_coverage.py
  - test_terminal_service_full.py
  - test_terminal_service_inbox_registration.py
  - test_ui_state_service.py
  - test_wiki_compiler.py
  - test_wiki_healer.py
  - test_wiki_lint.py
  - test_wiki_lint_offload.py
  - test_wiki_lint_reconciliation.py
  - test_workflow_composed_path.py
  - test_workflow_errors.py
  - test_workflow_event_emission.py
  - test_workflow_journal_connection_posture.py
  - test_workflow_journal_events.py
  - test_workflow_journal_list.py
  - test_workflow_journal_resume.py
  - test_workflow_journal_txn.py
  - test_workflow_retention.py
  - test_workflow_service.py
  - test_workflow_spec_service.py
  - test_worktree_service.py
- - __init__.py
  - conftest.py
  - test_context_propagation.py
  - test_optional_extra.py
  - test_orchestration_instrumentation.py
  - test_otel_init.py
  - test_spans.py
- - __init__.py
  - test_agent_profiles.py
  - test_agent_profiles_coverage.py
  - test_atomic_file.py
  - test_bundled_profiles.py
  - test_env.py
  - test_log_redaction.py
  - test_logging.py
  - test_markdown_links.py
  - test_mcp_resolution.py
  - test_opencode_config.py
  - test_opencode_permissions.py
  - test_path_validation.py
  - test_skill_injection.py
  - test_skills.py
  - test_template.py
  - test_terminal.py
  - test_text.py
  - test_tool_mapping.py
  - test_workflow_events.py
- __init__.py
- conftest.py
- README.md
- test_allowed_tools_helpers.py
- test_command_catalog_matches_click.py
- test_constants.py
- test_devcontainer_feature.py
- test_docs_canonical_links.py
- test_fixtures_no_personal_pii.py
- test_gitleaks_config.py
- test_http_only_boundary.py
- test_no_ffi_guard.py
- test_skill_packaging_parity.py
- test_supervisor_orchestration_helpers.py
- - catalog.rs
  - env_guard.rs
  - error.rs
  - guided_flow.rs
  - handoff.rs
  - main.rs
  - renderer.rs
  - results_pane.rs
  - server.rs
  - types.rs
- - binary_exits_zero.rs
  - endpoint_contract.rs
  - hermeticity_tripwire.rs
  - no_backend_attach_call.rs
  - pty.rs
- Cargo.lock
- Cargo.toml
- deny.toml
- - api.ts
  - App.tsx
  - index.css
  - main.tsx
  - status.generated.ts
  - store.ts
- index.html
- package-lock.json
- package.json
- postcss.config.js
- README.md
- tailwind.config.js
- tailwind.preset.cjs
- tsconfig.json
- vite.config.ts
.coverage-baseline.json
.gitignore
.gitleaks.toml
.pre-commit-config.yaml
.tmux.conf
CHANGELOG.md
cliff.toml
CODE_OF_CONDUCT.md
CODEBASE.md
CONTRIBUTING.md
DEVELOPMENT.md
LICENSE
Makefile
mypy.ini
NOTICE
pyproject.toml
README.md
README.zh-CN.md
SECURITY.md
tmux-install.sh
uv.lock

🚀 Installation Guide

1. Get the code

git clone https://github.com/awslabs/cli-agent-orchestrator

Downloads the entire project code from GitHub to your computer.

cd cli-agent-orchestrator

Moves into the project folder you just downloaded.

2. Node.js

Easy Recommended

Prerequisites

Git Needed to download the project code from GitHub.
Node.js Node.js must be installed to use npm. The LTS version is recommended.

cd cao_mcp_apps

This project's files live in a subfolder, so move into it first.

npm install

Downloads and installs the libraries listed in package.json.

npm start

Starts the development/run server.

✅ After running the command, open the address shown in the terminal (usually something like http://localhost:3000) in your browser.

3. Python

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.

pip install .

Installs the package published on PyPI directly — no need to clone the source.

python <실행할 파일명>.py # README에서 정확한 실행 파일명을 확인하세요

Runs the Python script (or module).

✅ If it runs without errors and prints output in the terminal, it worked.

4. Rust

Medium

Prerequisites

Git Needed to download the project code from GitHub.
Rust (rustup) Installing via rustup also installs cargo.

cd tui

This project's files live in a subfolder, so move into it first.

cargo build --release

Compiles the Rust project.

cargo run

Builds and then immediately runs the program.

✅ If cargo build finishes without errors, it worked. The executable is created under target/.

5. Make

Medium

Prerequisites

Git Needed to download the project code from GitHub.
Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).

make

Compiles the code based on the generated build configuration to produce an executable.

✅ If it finishes without errors, it worked. Try running the generated executable directly.

// repository documentation

Was this content helpful?

★ 0 (0 ratings)