aiwg
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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.
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# Windsurf Quick Start
## Install & Deploy
**1. Install**
```bash
npm install -g aiwg
```
**2. Deploy to your project**
```bash
cd /path/to/your/project
# Deploy SDLC framework:
aiwg use sdlc --provider windsurf
```
**3. Open in Windsurf**
```bash
# Windsurf automatically loads rules and agents
code /path/to/your/project # or use Windsurf launcher
```
**4. Regenerate for intelligent integration**
```text
/aiwg-regenerate-windsurfrules
```
This step is critical - it aggregates all agents into `AGENTS.md` and updates `.windsurfrules` for natural language command mapping ("run security review" → workflow). Without it, advanced features won't work correctly. See the [Regenerate Guide](#regenerate-guide) for details.
**5. You're ready.** See the [Intake Guide](../intake-guide.md) for starting projects.
## What Gets Created
```text
AGENTS.md # Aggregated agent definitions (auto-loaded)
.windsurfrules # Windsurf rules file
.windsurf/
├── workflows/ # Commands deployed as workflows
├── skills/ # Skill directories
└── rules/ # Rule files
.aiwg/ # SDLC artifacts
```
**Key Architecture**:
- **Agents**: Aggregated into single `AGENTS.md` at project root (Windsurf reads automatically)
- **Commands**: Deployed as native workflows to `.windsurf/workflows/`
- **Skills**: Deployed to `.windsurf/skills/`
- **Rules**: Deployed to `.windsurf/rules/` AND root `.windsurfrules` file
## Using Agents
Windsurf reads `AGENTS.md` automatically. Use natural language to invoke agents:
```text
"Generate intake for an e-commerce platform"
"Transition to Elaboration"
"Run security review"
"Where are we in the project?"
```
### @-Mention Patterns
Reference agents directly using @-mentions:
```text
"@requirements-analyst create user stories for checkout"
"@architecture-designer review the SAD"
"@test-engineer generate integration tests"
```
### Workflow Commands
Commands are deployed as Windsurf workflows:
```text
/transition inception elaboration
/security-review
/project-status
```
## Agent Aggregation
Unlike platforms that support individual agent files, Windsurf uses a single aggregated `AGENTS.md`:
**Why Aggregation?**
- Windsurf reads project context from root files
- Single file is more performant than multiple scattered files
- All agent definitions remain accessible via @-mentions
- Regenerate updates aggregation when framework changes
**How It Works**:
1. Framework defines agents in `agentic/code/frameworks/sdlc-complete/agents/`
2. Deployment aggregates all agents into root `AGENTS.md`
3. Windsurf loads `AGENTS.md` automatically on project open
4. Regenerate command updates aggregation if needed
## Regenerate Guide
The regenerate command is essential for Windsurf integration:
```text
/aiwg-regenerate-windsurfrules
```
**What it does**:
- Aggregates all agent definitions into `AGENTS.md`
- Updates `.windsurfrules` with latest patterns
- Synchronizes `.windsurf/workflows/` with command definitions
- Enables natural language → workflow mapping
**When to regenerate**:
- After initial deployment
- After updating AIWG framework (`npm update -g aiwg`)
- When adding custom agents or commands
- If natural language workflows stop working
## Windsurf Commands
```bash
# Regenerate aggregated files
/aiwg-regenerate-windsurfrules
# Project setup
/aiwg-setup-project
# Workflow commands (examples)
/transition <from-phase> <to-phase>
/security-review
/project-status
```
## Troubleshooting
### Natural language not working?
Run regenerate to update mappings:
```text
/aiwg-regenerate-windsurfrules
```
### AGENTS.md not loading?
Windsurf reads root `AGENTS.md` automatically. If agents aren't available:
1. Verify `AGENTS.md` exists at project root
2. Check file isn't empty
3. Restart Windsurf
4. Regenerate if needed
### Workflows missing?
Check deployment:
```bash
# Redeploy framework
aiwg use sdlc --provider windsurf --force
# Verify workflows exist
ls .windsurf/workflows/
```
### Commands not found?
Ensure `.windsurfrules` is up to date:
```text
/aiwg-regenerate-windsurfrules
```
Then verify:
```bash
cat .windsurfrules | grep -A 2 "Commands"
```
### Agents not responding correctly?
1. Check `AGENTS.md` contains expected agents:
```bash
grep "^# Agent:" AGENTS.md
```
2. Verify aggregation is recent:
```bash
head -n 5 AGENTS.md # Check timestamp comment
```
3. Regenerate if stale:
```text
/aiwg-regenerate-windsurfrules
```
### Skills not available?
Skills are deployed to `.windsurf/skills/`:
```bash
# Check skills directory
ls .windsurf/skills/
# Redeploy if missing
aiwg use sdlc --provider windsurf --force
```
## Support Levels
| Artifact Type | Support | Location |
|---------------|---------|----------|
| **Agents** | Aggregated | `AGENTS.md` (root) |
| **Commands** | Native | `.windsurf/workflows/` |
| **Skills** | Conventional | `.windsurf/skills/` |
| **Rules** | Conventional | `.windsurf/rules/`, `.windsurfrules` |
**Aggregated**: All agent definitions combined into single file
**Native**: Deployed to platform-specific location with full support
**Conventional**: Standard directory-based deployment
## Ralph Iterative Loops
Ralph loops support multi-provider execution. While Windsurf agents are deployed via AIWG, Ralph task loops run through the CLI:
```bash
aiwg ralph "Fix all tests" --completion "npm test passes"
```
See [Ralph Guide](../ralph-guide.md) for full documentation including `--provider` options.
## Next Steps
- [Cross-Platform Overview](cross-platform-overview.md) - Compare platform differences
- [Intake Guide](../intake-guide.md) - Start your first project
- [SDLC Framework](../../agentic/code/frameworks/sdlc-complete/README.md) - Complete framework reference
- [Commands Reference](../cli-reference.md) - All 40 AIWG commands
## Additional Resources
**Windsurf Documentation**: [windsurf.ai/docs](https://windsurf.ai/docs)
**AIWG Repository**: [github.com/jmagly/aiwg](https://github.com/jmagly/aiwg)
**Support**: [Discord](https://discord.gg/BuAusFMxdA) | [Telegram](https://t.me/+oJg9w2lE6A5lOGFh)