AI-Agents-Orchestrator

(★ 83)

🪈 Intelligent orchestration system that coordinates multiple AI coding assistants (Claude, Codex, Gemini CLI, Copilot CLI) to collaborate on complex software development tasks via REPL or a Vue/Nuxt UI dashboard. Also includes an Agentic Team runtime with role-based multi-agent open communication & lead-gated final responses.

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- README.md
- config.yml
- README.md
- - ai-ml-engineer.md
  - backend-api.md
  - code-reviewer.md
  - database-architect.md
  - devops-infrastructure.md
  - documentation-writer.md
  - mobile-developer.md
  - performance-engineer.md
  - security-specialist.md
  - test-runner.md
  - web-frontend.md
- - adapters.md
  - ai-ml.md
  - api-design.md
  - ci-cd.md
  - config.md
  - database.md
  - frontend.md
  - observability.md
  - performance.md
  - security.md
  - testing.md
- CLAUDE.md
- README.md
- settings.json
- settings.local.json
- - ai-ml-engineer.toml
  - backend-api.toml
  - code-reviewer.toml
  - database-architect.toml
  - devops-infrastructure.toml
  - documentation-writer.toml
  - explorer.toml
  - implementer.toml
  - mobile-developer.toml
  - performance-engineer.toml
  - security-specialist.toml
  - test-runner.toml
  - web-frontend.toml
- - post_tool_use_review.py
  - pre_tool_use_policy.py
  - session_start.py
  - stop_continue.py
  - user_prompt_submit_data_flywheel.py
- - aiml.rules
  - api.rules
  - database.rules
  - default.rules
  - performance.rules
  - security.rules
- config.toml
- hooks.json
- README.md
- - bug_report.yml
  - feature_request.yml
  - question.yml
- - ci.yml
- CODE_OF_CONDUCT.md
- CONTRIBUTING.md
- PULL_REQUEST_TEMPLATE.md
- SECURITY.md
- - __init__.py
  - base.py
  - claude_adapter.py
  - cli_communicator.py
  - codex_adapter.py
  - copilot_adapter.py
  - gemini_adapter.py
  - llama_cpp_adapter.py
  - ollama_adapter.py
- - agents.yaml
- - __init__.py
  - memory_manager.py
- - __init__.py
  - team_prompts.py
- - __init__.py
  - clarification.py
  - team_decision.py
- - __init__.py
  - app.py
- __init__.py
- config_utils.py
- constants.py
- decision_parser.py
- engine.py
- fallback.py
- mcp_client.py
- offline.py
- README.md
- shell.py
- - dashboard.html
- __init__.py
- __main__.py
- app.py
- README.md
- - README.md
- - blue-green-deployment.yaml
  - canary-deployment.yaml
  - configmap.yaml
  - deployment.yaml
  - hpa.yaml
  - ingress-nginx.yaml
  - monitoring.yaml
  - network-policy.yaml
  - production-config.yaml
  - pvc.yaml
  - secrets.yaml.template
  - service.yaml
- - haproxy.cfg
  - nginx.conf
- - blue-green-switch.sh
  - canary-rollout.sh
- - agentic-team.service
  - ai-orchestrator.service
  - context-dashboard.service
  - mcp-server.service
- DEPLOYMENT.md
- jenkins-note.md
- README.md
- - agentic-team.png
  - cli-2.png
  - cli-3.png
  - cli.png
  - graph.png
  - interactive.png
  - mcp.png
  - ui.png
- adding-agents.md
- agentic-team-api-reference.md
- agentic-team-architecture.md
- configuration-guide.md
- context-system.md
- offline-mode.md
- orchestrator-api-reference.md
- orchestrator-architecture.md
- security.md
- skills-library.md
- specialized-agents.md
- testing-guide.md
- - basic_usage.py
  - custom_team_config.py
  - decision_parsing.py
  - with_callbacks.py
- - basic_usage.py
  - custom_workflow.py
  - metrics_and_health.py
  - programmatic_adapters.py
  - with_fallback.py
- README.md
- sample_tasks.md
- - __init__.py
  - base.py
  - config_analyzer.py
  - doc_analyzer.py
  - generic_analyzer.py
  - javascript_analyzer.py
  - python_analyzer.py
- - __init__.py
  - server.py
- - __init__.py
  - cache.py
  - config.py
  - differ.py
  - exceptions.py
  - graph.py
  - ignore.py
  - metrics.py
  - migrations.py
  - scanner.py
  - schema.py
  - validation.py
  - watcher.py
- - __init__.py
  - formatters.py
- - __init__.py
  - generator.py
- - __init__.py
  - fts_engine.py
  - query_engine.py
- - __init__.py
  - html_renderer.py
- __init__.py
- __main__.py
- API_REFERENCE.md
- ARCHITECTURE.md
- cli.py
- README.md
- .gitkeep
- README.md
- - __init__.py
  - config_resources.py
- - __init__.py
  - agentic_team_tools.py
  - code_analysis.py
  - context_tools.py
  - devops_tools.py
  - orchestrator_tools.py
  - security_tools.py
  - shared_tools.py
  - testing_tools.py
- __init__.py
- __main__.py
- engines.py
- README.md
- repl.py
- server.py
- - __init__.py
  - base.py
  - claude_adapter.py
  - cli_communicator.py
  - codex_adapter.py
  - copilot_adapter.py
  - gemini_adapter.py
  - llama_cpp_adapter.py
  - ollama_adapter.py
- - __init__.py
  - shell.py
- - agents.yaml
- - __init__.py
  - memory_manager.py
- - __init__.py
  - engine.py
  - exceptions.py
  - planner.py
  - task_manager.py
  - workflow.py
- - __init__.py
  - async_executor.py
  - cache.py
  - config_manager.py
- - __init__.py
  - health.py
  - logging_config.py
  - metrics.py
  - report_generator.py
- - __init__.py
  - system_prompts.py
  - templates.py
- - __init__.py
  - fallback.py
  - offline.py
  - retry.py
- - __init__.py
  - agent_output.py
  - clarification.py
- - __init__.py
  - security.py
- - __init__.py
  - app.py
- __init__.py
- mcp_client.py
- README.md
- .gitkeep
- README.md
- android-chrome-192x192.png
- android-chrome-512x512.png
- apple-touch-icon.png
- favicon-16x16.png
- favicon-32x32.png
- favicon.ico
- script.js
- styles.css
- .gitkeep
- config_20260404_031141.json
- dashboard_20260404_031141.html
- exec_20260404_031142.json
- exec_20260404_031144.json
- exec_20260404_031145.json
- exec_20260404_031146.json
- exec_20260404_031147.json
- exec_20260404_031148.json
- exec_20260404_031149.json
- exec_20260404_031150.json
- health_20260404_031141.json
- INDEX.json
- perf_20260404_031141.json
- README.md
- workflow_20260404_031141.json
- docker-build.sh
- docker-up.sh
- format.sh
- health-check.sh
- install.sh
- lint.sh
- seed_context_graphs.py
- setup-env.sh
- start-agentic-team.sh
- start-agentic-ui.sh
- start-all.sh
- start-mcp-server.sh
- start-orchestrator.sh
- start-ui.sh
- test.sh
- validate-config.sh
- .gitkeep
- agentic-team-demo.json
- auth-system.json
- cli-todo-app.json
- db-refactor.json
- README.md
- rest-api-project.json
- websocket-chat.json
- __init__.py
- conftest.py
- test_adapter_execution.py
- test_adapters.py
- test_agentic_team_engine.py
- test_agentic_ui_backend.py
- test_cli_communicator.py
- test_context_system.py
- test_core_coverage.py
- test_enterprise_hardening.py
- test_exceptions.py
- test_functional_e2e.py
- test_graphify.py
- test_graphify_v2.py
- test_graphify_v3.py
- test_integration.py
- test_mcp_server.py
- test_mcp_tools.py
- test_offline_features.py
- test_orchestrator.py
- test_production_hardening.py
- test_project_context.py
- test_report_generator.py
- test_security.py
- test_shell.py
- test_ui_backend.py
- .gitkeep
- README.md
.dockerignore
.editorconfig
.env.example
.flake8
.gitattributes
.gitignore
.gitlab-ci.yml
.mcp.json
.pre-commit-config.yaml
.prettierignore
.worktreeinclude
ADD_AGENTS.md
AGENTIC_INFRA.md
AGENTIC_TEAM.md
AGENTS.md
ai-agentic-team
ai-agentic-team-wrapper
ai-orchestrator
ai-orchestrator-wrapper
ARCHITECTURE.md
coverage.xml
DEPLOYMENT.md
docker-compose.yml
Dockerfile
FEATURES.md
GRAPHIFY.md
index.html
Jenkinsfile
LICENSE
Makefile
MCP.md
OFFLINE_MODE.md
ORCHESTRATOR.md
package-lock.json
package.json
pyproject.toml
QUICKSTART.md
README.md
requirements.txt
SETUP.md
setup.py

# Installation Guide

1. Get the code

git clone https://github.com/hoangsonww/AI-Agents-Orchestrator

Downloads the entire project code from GitHub to your computer.

cd AI-Agents-Orchestrator

Moves into the project folder you just downloaded.

2. Docker

Easy Recommended

Prerequisites

Git Needed to download the project code from GitHub.
Docker Desktop Needed to build and run containers. Install it and keep it running in the background.

DOCK[Docker]

Type this command into your terminal and run it.

| | |-- devops/ # 3 skills (Docker, CI/CD, K8s)

Type this command into your terminal and run it.

|-- docker-compose.yml # Both UIs + monitoring stack

Runs the command against the services defined in the compose file.

subgraph Docker Compose

Runs the command against the services defined in the compose file.

docker compose up --build -d

Builds and starts all defined containers (server, database, etc.) at once, in the background.

✅ Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.

Pulled directly from this repo's README.

3. Node.js

Easy

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 agentic_team/ui/frontend

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.

4. 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.

python3 -m venv venv

Runs the Python script (or module).

pip install -r requirements.txt

Installs the Python libraries listed in requirements.txt (or similar).

python -m mcp_server.server

Runs the Python script (or module).

python -m mcp_server.server --transport http --port 8000

Runs the Python script (or module).

python -m mcp_server repl

Runs the Python script (or module).

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

Pulled directly from this repo's README.

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 run-ui