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Orchestrator
A Node.js orchestration server that bridges VS Code, SpecKit, and LM Studio/Ollama for automated software development workflows.
Project Overview
graph LR
VS[VS Code Extension] -->|Roadmap/Commands| O[Orchestrator]
O -->|Template Execution| LM[LM Studio/Ollama]
O -->|Task Generation| S[SpecKit]
LM -->|Reasoning| O
S -->|Automation| O
The orchestrator server enables automated software development by:
- Converting roadmap items into SpecKit tasks
- Executing templates with LLM-powered reasoning
- Automating development tasks through VS Code commands
Prerequisites
- Node.js 18+
- LM Studio or Ollama for local LLM execution
- VS Code with orchestrator extension
npmfor dependency management
Quick Start
- Install dependencies and build:
npm install
npm run build
- Start LM Studio (or preferred provider) and orchestrator:
npm run start:orchestrator
- Install VS Code extension:
- Via packaged .vsix file
-
Or using
vsce packageand manual installation -
In VS Code:
- Generate roadmap.json
- Convert to SpecKit tasks
- Run templates/automation phases
Development
# Start orchestrator server
npm run start:orchestrator
# Run tests
npm run test:server # Test orchestrator server
npm run test:extension # Test VS Code extension
See Usage Guide for detailed command reference and troubleshooting.
Environment Variables
| Variable | Default | Description |
|---|---|---|
ORCH_PORT |
4100 | Orchestrator HTTP port |
ORCH_MODEL |
lmstudio-local | Model ID for LLM calls |
OPENAI_API_BASE |
http://localhost:1234/v1 | LM Studio API base URL |
DESKTOP_DRIVER_URL |
http://127.0.0.1:39990/computer-use | Desktop driver endpoint |
MAX_STEPS |
8 | Maximum steps per task |
ORCH_ADMIN_TOKEN |
(empty) | If set, protects /admin/* endpoints |