gemini-cli

Gemini CLI Integration Skill

This skill enables Claude Code to effectively orchestrate Gemini CLI (verified against v0.58.0) for code generation, review, analysis, and multi-turn delegation.

Model Rule (Mandatory)

Every gemini invocation must pass -m explicitly. Only two model IDs are permitted:

• gemini-3.8-flash - the default, use it for everything
• gemini-3-pro-preview - only when a Pro model is genuinely required

Never omit -m and never use any other model ID.

When to Use This Skill

Ideal Use Cases

1. Second Opinion / Cross-Validation

   • Code review after writing code (different AI perspective)
   • Security audit with alternative analysis
   • Finding bugs Claude might have missed

2. Google Search Grounding

   • Questions requiring current internet information
   • Latest library versions, API changes, documentation updates
   • Current events or recent releases

3. Codebase Architecture Analysis

   • Use Gemini's codebase_investigator tool
   • Understanding unfamiliar codebases
   • Mapping cross-file dependencies

4. Parallel Processing

   • Offload tasks while continuing other work
   • Run multiple code generations simultaneously
   • Background documentation generation

5. Specialized Generation

   • Test suite generation
   • JSDoc/documentation generation
   • Code translation between languages

6. Long-Running Delegation

   • Hand off a multi-step job and follow up over several turns
   • Long-form writing: drafts, docs, reports, release notes
   • Staged review where each round builds on the last
   • See "Long-Running Collaboration" below - this is the highest-value pattern

When NOT to Use

• Simple, quick tasks (overhead not worth it)
• Tasks requiring immediate response (rate limits cause delays)
• When context is already loaded and understood

Core Instructions

1. Verify Installation

command -v gemini || which gemini

2. Basic Command Pattern

gemini "[prompt]" --yolo -m gemini-3.8-flash -o text 2>&1

Key flags:

• --yolo or -y: Auto-approve all tool calls
• -m gemini-3.8-flash: Required on every call (see Model Rule above)
• -m gemini-3-pro-preview: The only alternative, for tasks that need a Pro model
• -o text: Human-readable output
• -o json: Structured output with stats

3. Critical Behavioral Notes

YOLO Mode Behavior: Auto-approves tool calls but does NOT prevent planning prompts. Gemini may still present plans and ask "Does this plan look good?" Use forceful language:

• "Apply now"
• "Start immediately"
• "Do this without asking for confirmation"

Rate Limits: Free tier has 60 requests/min, 1000/day. CLI auto-retries with backoff. Expect messages like "quota will reset after Xs".

Untrusted Directories: In a directory Gemini has not trusted, headless runs refuse and exit without answering. Pass --skip-trust (or set GEMINI_CLI_TRUST_WORKSPACE=true) for any scripted call outside a trusted project.

4. Output Processing

For JSON output (-m gemini-3.8-flash -o json), parse:

{
  "response": "actual content",
  "session_id": "1b5fa7cb-0a7f-46d5-a0ee-040de3f00174",
  "stats": {
    "models": { "tokens": {...} },
    "tools": { "byName": {...} }
  }
}

Keep session_id whenever the task might need a follow-up. It is the handle for every later turn.

Long-Running Collaboration (Sessions)

Every headless run creates a durable session. Use this to hand Gemini a multi-step job and send follow-ups instead of re-sending context. Prefer this over one-shot calls for anything iterative: long-form writing, staged reviews, multi-file refactors.

1. Open a session and hold its ID

Generate the UUID yourself so nothing needs parsing:

SID=$(uuidgen | tr 'A-Z' 'a-z')
gemini -p "Draft [thing] from @outline.md. Return the draft only." \
  -m gemini-3.8-flash --session-id "$SID" -o json | jq -r '.response'

Or let Gemini assign one and read it back from the JSON:

SID=$(gemini -p "[task]" -m gemini-3.8-flash -o json | jq -r '.session_id')

2. Follow up with -r

echo "Tighten section 2 to 400 words. Keep the opening." \
  | gemini -r "$SID" -m gemini-3.8-flash -o json | jq -r '.response'

Do not reuse --session-id for the follow-up. It only starts new sessions and fails with Session ID "..." already exists. Use --resume to resume it.

3. Recover a lost ID

gemini --list-sessions   # prints "1. First prompt (2 minutes ago) [uuid]"

Session Rules

• Resume by UUID, not index. -r also takes an index or latest, but indexes shift as new sessions are created, so a hardcoded index silently targets the wrong conversation.
• Verify continuity. A resumed run echoes the same session_id in its JSON. Check it to confirm you continued rather than started fresh.
• Do not restate context in follow-ups. The session already has the history. Repeating it wastes tokens and invites contradiction.
• Watch the token growth. Each turn re-sends the whole history. Read stats.models.*.tokens.total on long threads.
• One session per job. Do not mix an unrelated task into a session; start a new UUID.

Attaching Files

Reference a file with @path inside the prompt. This works in headless mode and covers more than text:

Target	Behavior
Text file	Pulled in via the read_file tool
Image (PNG, JPG, GIF, WEBP, SVG, BMP)	Inlined as a real attachment, no tool call
PDF	Inlined as a real attachment, no tool call
@dir/	Expands to every file in the directory
Absolute path outside the cwd	Resolves fine, no extra flags

# Give a writing task its source material up front
gemini -p "Draft release notes from @CHANGELOG.md, matching the voice in @docs/voice.md." \
  -m gemini-3.8-flash --session-id "$SID" -o json

# Vision works
gemini -p "Transcribe the whiteboard in @~/Desktop/board.png as a markdown outline." \
  -m gemini-3.8-flash -o text

Notes:

• Images and PDFs consume prompt tokens directly since they are attached rather than read.
• Binary files do not error. You get metadata only (size, "binary data"), not contents.
• Attach source material on the session's first call. It stays in history for every follow-up, so later turns can just say "revise section 3".
• .geminiignore excludes files from @ expansion.
• Piping is the alternative and needs no @: cat notes.md | gemini -p "summarize the above". Stdin is prepended to the prompt.

Quick Reference Commands

Code Generation

gemini "Create [description] with [features]. Output complete file content." --yolo -m gemini-3.8-flash -o text

Code Review

gemini "Review [file] for: 1) features, 2) bugs/security issues, 3) improvements" -m gemini-3.8-flash -o text

Bug Fixing

gemini "Fix these bugs in [file]: [list]. Apply fixes now." --yolo -m gemini-3.8-flash -o text

Test Generation

gemini "Generate [Jest/pytest] tests for [file]. Focus on [areas]." --yolo -m gemini-3.8-flash -o text

Documentation

gemini "Generate JSDoc for all functions in [file]. Output as markdown." --yolo -m gemini-3.8-flash -o text

Architecture Analysis

gemini "Use codebase_investigator to analyze this project" -m gemini-3.8-flash -o text

Web Research

gemini "What are the latest [topic]? Use Google Search." -m gemini-3.8-flash -o text

Pro Model (Only When Required)

gemini "[prompt]" -m gemini-3-pro-preview -o text

Error Handling

Rate Limit Exceeded

• CLI auto-retries with backoff
• Stay on -m gemini-3.8-flash; gemini-3-pro-preview burns quota faster
• Run in background for long operations

Command Failures

• Check JSON output for detailed error stats
• Verify Gemini is authenticated: gemini --version
• Check ~/.gemini/settings.json for config issues

Authentication Errors

If a call fails on credentials rather than the prompt, check which auth path is in play. Gemini CLI supports API key, OAuth, and Vertex AI; see reference.md and defer to the official docs.

For the Vertex AI service account setup, all four variables must be present:

GOOGLE_APPLICATION_CREDENTIALS=/path/to.json
GOOGLE_CLOUD_PROJECT=foo-bar-dev-055c
GOOGLE_CLOUD_LOCATION=global
GOOGLE_GENAI_USE_VERTEXAI=true

Common causes: GOOGLE_APPLICATION_CREDENTIALS pointing at a missing file, the service account missing roles/aiplatform.user, or a stray GEMINI_API_KEY taking precedence over Vertex.

Validation After Generation

Always verify Gemini's output:

• Check for security vulnerabilities (XSS, injection)
• Test functionality matches requirements
• Review code style consistency
• Verify dependencies are appropriate

Integration Workflow

Standard Generate-Review-Fix Cycle

# 1. Generate
gemini "Create [code]" --yolo -m gemini-3.8-flash -o text

# 2. Review (Gemini reviews its own work)
gemini "Review [file] for bugs and security issues" -m gemini-3.8-flash -o text

# 3. Fix identified issues
gemini "Fix [issues] in [file]. Apply now." --yolo -m gemini-3.8-flash -o text

Background Execution

For long tasks, run in background and monitor:

gemini "[long task]" --yolo -m gemini-3.8-flash -o text 2>&1 &
# Monitor with BashOutput tool

Gemini's Unique Capabilities

These tools are available only through Gemini:

1. google_web_search - Real-time internet search via Google
2. codebase_investigator - Deep architectural analysis
3. save_memory - Cross-session persistent memory

Configuration

Project Context (Optional)

Create .gemini/GEMINI.md in project root for persistent context that Gemini will automatically read.

Session Management

List sessions: gemini --list-sessions Resume session: echo "follow-up" | gemini -r "$SID" -m gemini-3.8-flash -o text

See "Long-Running Collaboration" above for the full multi-turn workflow.

See Also

• reference.md - Complete command and flag reference
• templates.md - Prompt templates for common operations
• patterns.md - Advanced integration patterns
• tools.md - Gemini's built-in tools documentation