singularity-forge/gitbook/README.md
ace-pm b29c12d5e5 refactor(native): rename gsd_parser.rs to forge_parser.rs
Final rebrand: rename remaining Rust source file to complete the gsd → forge
transition. All parser references already use forge_parser after earlier commits.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-15 14:58:21 +02:00

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# What is SF?
SF is an AI-powered development agent that turns project ideas into working software. Describe what you want to build, and SF researches, plans, codes, tests, and commits — with clean git history and full cost tracking.
## How It Works
SF breaks your project into manageable pieces and works through them systematically:
```
You describe your project
SF creates a milestone with slices (features)
Each slice is decomposed into tasks
Tasks are executed one at a time in fresh AI sessions
Code is committed, verified, and the next task begins
```
You can stay hands-on with **step mode** (reviewing each step) or let SF run autonomously with **auto mode** while you grab coffee.
## Key Features
- **Autonomous execution** — `/sf auto` runs research, planning, coding, testing, and committing without intervention
- **20+ LLM providers** — Anthropic, OpenAI, Google, OpenRouter, GitHub Copilot, Amazon Bedrock, local models, and more
- **Git isolation** — Each milestone works in its own worktree branch, merged cleanly when done
- **Cost tracking** — Real-time token usage, budget ceilings, and automatic model downgrading
- **Crash recovery** — Sessions resume automatically after interruptions
- **Skills system** — Domain-specific instruction sets for frameworks, languages, and tools
- **Parallel milestones** — Run multiple milestones simultaneously in isolated worktrees
- **Remote questions** — Get Discord, Slack, or Telegram notifications when SF needs input
- **Web interface** — Browser-based dashboard with real-time progress
- **VS Code extension** — Chat participant, sidebar dashboard, and full command palette
- **Headless mode** — Run in CI pipelines, cron jobs, and scripted automation
## Quick Start
```bash
# Install
npm install -g sf-run
# Launch
sf
# Start autonomous mode
/sf auto
```
See [Installation](getting-started/installation.md) for detailed setup instructions.
## Two Ways to Work
| Mode | Command | Best For |
|------|---------|----------|
| **Step** | `/sf` | Staying in the loop, reviewing each step |
| **Auto** | `/sf auto` | Walking away, overnight builds, batch work |
The recommended workflow: run auto mode in one terminal, steer from another. See [Step Mode](core-concepts/step-mode.md) and [Auto Mode](core-concepts/auto-mode.md).
## Requirements
- **Node.js** 22.0.0 or later (24 LTS recommended)
- **Git** installed and configured
- An API key for at least one LLM provider (or use browser sign-in for Anthropic/GitHub Copilot)