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specs/017-llm-analysis-plugin/quickstart.md

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+# Quickstart: LLM Analysis Plugin
+
+## Prerequisites
+
+1. An API Key from OpenAI, OpenRouter, or Kilo.
+2. (Optional) Playwright browsers installed for high-fidelity screenshots:
+   ```bash
+   playwright install chromium
+   ```
+
+## Configuration
+
+1. Navigate to **Settings > LLM Providers**.
+2. Click **"Add Provider"**.
+3. Select type (e.g., `OpenRouter`).
+4. Enter your API Key and Base URL (e.g., `https://openrouter.ai/api/v1`).
+5. Set a default model (e.g., `anthropic/claude-3.5-sonnet`).
+6. Click **Save**.
+
+## Usage
+
+### Dashboard Validation
+
+1. Go to **Environments**.
+2. Select a dashboard from the list.
+3. Click **"Validate"**.
+4. Wait for the task to complete and view the report in the **Task History** panel.
+
+### Dataset Documentation
+
+1. Go to **Tools > Documentation**.
+2. Select a dataset.
+3. Click **"Generate Docs"**.
+4. Review the generated descriptions and changes will be applied to the metadata.
+
+### Git Commit Generation
+
+1. Make changes to files in the repository.
+2. Go to the **Git** plugin tab.
+3. Stage your files.
+4. Click the **"✨" (Magic)** button next to the commit message box.
+5. Review and edit the suggested message before committing.