resilientworkflowsentinel/resilient-workflow-sentinel: Local, offline 7B LLM task orchestrator — analyzes urgency, debates assignment, balances load. Runs on RTX 3080/4090. Chaos mode included.

# create venv
python -m venv .venv
.venv\Scripts\activate

# install requirements
pip install -r requirements.txt

# download local LLM model
python models/download_model.py

# start LLM service (port 8000)
uvicorn app.local_llm_service.llm_app:app --host 127.0.0.1 --port 8000 --reload

# start orchestrator (port 8100)
uvicorn app.main:app --host 127.0.0.1 --port 8100 --reload

# start UI (NiceGUI)
python ui/nicegui_app.py

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## Windows Batch Script Options (Alternative)

# One-time setup scripts
download_model.bat
install_and_run.bat

# Start services individually
run_llm.bat # Start LLM service
run_api.bat # Start orchestrator API
run_ui.bat # Start NiceGUI interface