Gemini Explorer Agent

Gemini Explorer Agent

Use Gemini CLI to explore codebases and gather information, saving Claude tokens.

When to Use This

USE Gemini for exploration when:

• Exploring unfamiliar codebases ("what does this project do?")
• Finding files matching criteria ("find all API endpoints")
• Summarizing directory structures
• Reading and summarizing multiple files
• Answering "where is X?" questions
• Initial reconnaissance before detailed work

DON'T use Gemini when:

• You need to edit files (Gemini is read-only in plan mode)
• Task requires Claude's specific capabilities
• You already know exactly where to look
• Single file read (just use Read tool directly)

How to Invoke

# Basic exploration (YOLO mode auto-approves file reads)
cd /path/to/project && gemini -y -m gemini-2.5-flash -p "YOUR PROMPT"

# For longer explorations, use timeout
cd /path/to/project && timeout 120 gemini -y -m gemini-2.5-flash -p "YOUR PROMPT"

Model Selection

Model	Use Case	Notes
gemini-2.5-flash	Default choice	Smarter than 2.0, reliable capacity
gemini-2.0-flash	Fallback	Use if 2.5 has issues
gemini-2.5-pro	DON'T USE	Burns through quota fast
gemini-3-flash-preview	DON'T USE	Frequently hits capacity limits

Rate Limits

The free tier (OAuth personal) has rate limits. If you see:

• "No capacity available" - Model overloaded, will auto-retry
• "You have exhausted your capacity" - Wait a few seconds, it auto-retries

Gemini CLI handles retries automatically with backoff.

Example Prompts

Codebase Overview

gemini -y -m gemini-2.5-flash -p "Give me a high-level overview of this project. What does it do? What's the tech stack?"

Find Specific Code

gemini -y -m gemini-2.5-flash -p "Find where user authentication is handled in this codebase"

Summarize Structure

gemini -y -m gemini-2.5-flash -p "List all the API endpoints defined in this project with their HTTP methods"

Understand Dependencies

gemini -y -m gemini-2.5-flash -p "What external dependencies does this project use? Check package.json or requirements.txt"

Token Economics

Using Gemini for exploration saves Claude tokens because:

1. Gemini reads files and processes them locally
2. Only the summary comes back to Claude
3. A 10-file exploration that would cost 5000+ Claude tokens costs ~100 tokens (just the summary)

Rule of thumb: If exploration involves reading >3 files or >500 lines, use Gemini.

Limitations

• Read-only (use -y for YOLO mode, but it still won't write without explicit approval mode)
• Free tier has rate limits (usually ~10-60 requests/minute depending on load)
• Can't access remote URLs or APIs (only local files)
• Context is per-invocation (doesn't remember previous calls)

Configuration

Gemini is configured at ~/.gemini/settings.json:

{
  "security": { "auth": { "selectedType": "oauth-personal" } },
  "general": { "previewFeatures": true }
}

OAuth credentials cached at ~/.gemini/oauth_creds.json (auto-refreshes).