Gemini CLI

npm install -g @google/generative-ai-cli

# Or use npx without installing
npx @google/generative-ai-cli

gemini auth login

gemini "Hello! Can you help me with Trix SDK integration?"

gemini "How do I store and search memories with the Trix API?"

gemini "Show me how to add persistent memory to my AI chatbot with Trix"

gemini "What's the best way to organize Trix memory spaces for multi-tenant apps?"

gemini "Review this Trix memory service and suggest improvements" < src/services/memory.ts

gemini "Debug this Trix API configuration" < src/config/trix.ts

gemini chat

# Now in interactive mode:
> Help me set up Trix memory SDK with TypeScript
> How do I search memories with metadata filters?
> Show me the RAG integration pattern

# Trix Memory Integration

## Overview
This project uses the Trix memory platform for [describe your use case].

## Tech Stack
- Framework: React 18 with TypeScript
- Trix SDK: @trixdb/client
- API Base URL: https://api.trixdb.com
- MCP Server: @trix/mcp

## Project Structure
- `src/services/memory.ts` - Trix memory service
- `src/hooks/useMemory.ts` - Custom memory hook
- `src/utils/search.ts` - Search and retrieval helpers
- `src/types/trix.ts` - TypeScript types for Trix API

## Trix Configuration
- API key via TRIX_API_KEY environment variable
- Default space for user isolation
- Metadata filters for content categorization
- Webhook events for memory changes

## Common Commands
```bash
npm run dev        # Start development server
npm run build      # Build for production
npm test          # Run tests
```

## Known Issues
- [List any known issues or workarounds]

{
  "mcpServers": {
    "trix-memory": {
      "command": "npx",
      "args": ["-y", "@trix/mcp"],
      "env": {
        "TRIX_API_KEY": "your_api_key_here"
      }
    }
  }
}

gemini "Remember that we're using React 18 with TypeScript for our Trix integration"

gemini "What do you know about our Trix setup?"

// .gemini/extensions/trix-helper/index.js
export default {
  name: 'trix-helper',
  description: 'Helper tools for Trix memory integration',

  tools: {
    searchMemories: {
      description: 'Search Trix memories for relevant context',
      parameters: {
        query: { type: 'string', description: 'Search query' }
      },
      execute: async ({ query }) => {
        // Custom search logic using Trix API
        return results;
      }
    }
  }
};

#!/bin/bash
# scripts/review-trix-pr.sh

gemini --headless --json "Review this Trix integration PR for:
- API usage patterns
- Security concerns (API key handling)
- Performance (batch operations, search optimization)
- Error handling completeness

$(git diff main...HEAD)" | jq -r '.response'

// .gemini/policy.json
{
  "allowedTools": [
    "read_file",
    "write_file",
    "run_shell_command"
  ],
  "deniedTools": [
    "run_shell_command"  // Prevent shell execution in CI
  ],
  "requireConfirmation": [
    "write_file"  // Always confirm file writes
  ]
}

gemini "Set up Trix memory SDK in this TypeScript project:
1. Install @trixdb/client package
2. Create memory service with types
3. Add store, search, and delete methods
4. Configure API authentication
5. Export from index"

gemini "Review this Trix memory integration for issues" < src/services/memory.ts

gemini "Generate JSDoc comments for this Trix memory utility file" < src/utils/memory-helpers.ts > src/utils/memory-helpers.documented.ts

gemini "Debug this Trix API error:
$(npm run dev 2>&1 | tail -n 20)

My configuration:
$(cat src/config/trix.ts)"

gemini chat
> I need to refactor my memory service to use the new Trix SDK patterns
> [paste current code]
> Can you show me the updated version?

gemini "Set up Trix memory SDK with TypeScript and configure API authentication"

gemini "Create a memory service for my Next.js app with server-side search"

gemini "Configure the Trix MCP server for Gemini CLI integration"

gemini "Build a RAG pipeline using Trix memory for context retrieval"

gemini "Implement batch memory import from a CSV file"

gemini "Create space-based isolation for multi-tenant memory management"

gemini "Why are my Trix memory searches returning irrelevant results?"

gemini "Debug this Trix API authentication error: [error message]"

gemini "Optimize my Trix memory pipeline for high-throughput ingestion"