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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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# Cursor Quick Start --- ## Install & Deploy **1. Install** ```bash npm install -g aiwg ``` **2. Deploy to your project** ```bash cd /path/to/your/project # Deploy all 4 artifact types for Cursor aiwg use sdlc --provider cursor ``` **3. Configure MCP (optional)** ```bash aiwg mcp install cursor ``` **4. Open in Cursor** ```bash cursor . ``` **5. Regenerate for intelligent integration** ```text /aiwg-regenerate-cursorrules ``` This step is critical - it enables natural language command mapping ("run security review" workflow). Without it, advanced features won't work correctly. See the [Regenerate Guide](#regenerate-guide) for details. **6. You're ready.** See the [Intake Guide](#intake-guide) for starting projects. --- ## What Gets Created ```text .cursor/ ├── agents/ # SDLC agents (Requirements Analyst, Architecture Designer, etc.) ├── commands/ # Slash commands (/project-status, /security-gate, etc.) ├── skills/ # Skill directories (voice profiles, project awareness, etc.) ├── rules/ # Context rules (token security, citation policy, etc.) — MDC format └── mcp.json # MCP config (if enabled) AGENTS.md # Project context .aiwg/ # SDLC artifacts ``` > **Note:** Cursor uses `.mdc` extension for rules (Cursor's MDC format for context rules). --- ## Using Agents Invoke via @-mention in Cursor: ```text @security-architect Review the authentication implementation @test-engineer Generate unit tests for the user service ``` --- ## Ralph Iterative Loops Ralph loops support multi-provider execution. While Cursor 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. --- ## Troubleshooting **Natural language not working?** Run regenerate: ```text /aiwg-regenerate-cursorrules ``` **Rules not loading?** Check file extension is `.mdc` and restart Cursor. **Redeploy if needed:** ```bash aiwg use sdlc --provider cursor --force ```