gemini
Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring large context windows. Uses Gemini 3 Pro by default for state-of-the-art reasoning and coding.
Best use case
gemini is best used when you need a repeatable AI agent workflow instead of a one-off prompt. It is especially useful for teams working in multi. Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring large context windows. Uses Gemini 3 Pro by default for state-of-the-art reasoning and coding.
Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring large context windows. Uses Gemini 3 Pro by default for state-of-the-art reasoning and coding.
Users should expect a more consistent workflow output, faster repeated execution, and less time spent rewriting prompts from scratch.
Practical example
Example input
Use the "gemini" skill to help with this workflow task. Context: Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring large context windows. Uses Gemini 3 Pro by default for state-of-the-art reasoning and coding.
Example output
A structured workflow result with clearer steps, more consistent formatting, and an output that is easier to reuse in the next run.
When to use this skill
- Use this skill when you want a reusable workflow rather than writing the same prompt again and again.
When not to use this skill
- Do not use this when you only need a one-off answer and do not need a reusable workflow.
- Do not use it if you cannot install or maintain the related files, repository context, or supporting tools.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/gemini/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How gemini Compares
| Feature / Agent | gemini | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring large context windows. Uses Gemini 3 Pro by default for state-of-the-art reasoning and coding.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
AI Agents for Coding
Browse AI agent skills for coding, debugging, testing, refactoring, code review, and developer workflows across Claude, Cursor, and Codex.
AI Agent for Product Research
Browse AI agent skills for product research, competitive analysis, customer discovery, and structured product decision support.
Cursor vs Codex for AI Workflows
Compare Cursor and Codex for AI coding workflows, repository assistance, debugging, refactoring, and reusable developer skills.
SKILL.md Source
# Gemini Skill Guide ## When to Use Gemini - WHEN ASKED TO BE ACTIVATED - **Code Review**: Comprehensive code reviews across multiple files - **Plan Review**: Analyzing architectural plans, technical specifications, or project roadmaps - **Big Context Processing**: Tasks requiring >200k tokens of context (entire codebases, documentation sets) - **Multi-file Analysis**: Understanding relationships and patterns across many files ## ⚠️ Critical: Background/Non-Interactive Mode Warning **NEVER use `--approval-mode default` in background or non-interactive shells** (like Claude Code tool calls). It will hang indefinitely waiting for approval prompts that cannot be provided. **For automated/background reviews:** - ✅ Use `--approval-mode yolo` for fully automated execution - ✅ OR wrap with timeout: `timeout 300 gemini ...` - ❌ NEVER use `--approval-mode default` without interactive terminal **Symptoms of hung Gemini:** - Process running 20+ minutes with 0% CPU usage - No network activity - Process state shows 'S' (sleeping) **Fix hung process:** ```bash # Check if hung ps aux | grep gemini | grep -v grep # Kill if necessary pkill -9 -f "gemini.*gemini-3-pro-preview" ``` ## Running a Task 1. Ask the user (via `AskUserQuestion`) which model to use in a **single prompt**. Available models: - `gemini-3-pro-preview` ⭐ (flagship model, best for coding & complex reasoning, 35% better at software engineering than 2.5 Pro) - `gemini-3-flash` (sub-second latency, distilled from 3 Pro, best for speed-critical tasks) - `gemini-2.5-pro` (legacy option, strong all-around performance) - `gemini-2.5-flash` (legacy option, cost-efficient with thinking capabilities) - `gemini-2.5-flash-lite` (legacy option, fastest processing) 2. Select the approval mode based on the task: - `default`: Prompt for approval (⚠️ ONLY for interactive terminal sessions) - `auto_edit`: Auto-approve edit tools only (for code reviews with suggestions) - `yolo`: Auto-approve all tools (✅ REQUIRED for background/automated tasks) 3. Assemble the command with appropriate options: - `-m, --model <MODEL>` - Model selection - `--approval-mode <default|auto_edit|yolo>` - Control tool approval - `-y, --yolo` - Alternative to `--approval-mode yolo` - `-i, --prompt-interactive "prompt"` - Execute prompt and continue interactively - `--include-directories <DIR>` - Additional directories to include in workspace - `-s, --sandbox` - Run in sandbox mode for isolation 4. **For background/automated tasks, ALWAYS use `--approval-mode yolo`** or add timeout wrapper. NEVER use `default` in non-interactive shells. 5. Run the command and capture the output. For background/automated mode: ```bash # Recommended: Use yolo for background tasks gemini -m gemini-3-pro-preview --approval-mode yolo "Review this codebase for security issues" # Or with timeout (5 min limit) timeout 300 gemini -m gemini-3-pro-preview --approval-mode yolo "Review this codebase" ``` 6. For interactive sessions with an initial prompt: ```bash gemini -m gemini-3-pro-preview -i "Review the authentication system" --approval-mode auto_edit ``` 7. **After Gemini completes**, inform the user: "The Gemini analysis is complete. You can start a new Gemini session for follow-up analysis or continue exploring the findings." ### Quick Reference | Use case | Approval mode | Key flags | | --- | --- | --- | | Background code review | `yolo` ✅ | `-m gemini-3-pro-preview --approval-mode yolo` | | Background analysis | `yolo` ✅ | `-m gemini-3-pro-preview --approval-mode yolo` | | Background with timeout | `yolo` ✅ | `timeout 300 gemini -m gemini-3-pro-preview --approval-mode yolo` | | Interactive code review | `default` | `-m gemini-3-pro-preview --approval-mode default` (interactive terminal only) | | Code review with auto-edits | `auto_edit` | `-m gemini-3-pro-preview --approval-mode auto_edit` | | Automated refactoring | `yolo` | `-m gemini-3-pro-preview --approval-mode yolo` | | Speed-critical background | `yolo` ✅ | `-m gemini-3-flash --approval-mode yolo` | | Cost-optimized background | `yolo` ✅ | `-m gemini-2.5-flash --approval-mode yolo` | | Multi-directory analysis | `yolo` (if background) | `--include-directories <DIR1> --include-directories <DIR2>` | | Interactive with prompt | `auto_edit` or `default` | `-i "prompt" --approval-mode <mode>` | ### Model Selection Guide | Model | Best for | Context window | Key features | | --- | --- | --- | --- | | `gemini-3-pro-preview` ⭐ | **Flagship model**: Complex reasoning, coding, agentic tasks | 1M input / 64k output | Vibe coding, 76.2% SWE-bench, $2-4/M input | | `gemini-3-flash` | Sub-second latency, speed-critical applications | 1M input / 64k output | Distilled from 3 Pro, TPU-optimized | | `gemini-2.5-pro` | Legacy: Strong all-around performance | 1M input / 65k output | Thinking mode, mature stability | | `gemini-2.5-flash` | Legacy: Cost-efficient, high-volume tasks | 1M input / 65k output | Best price ($0.15/M), thinking mode | | `gemini-2.5-flash-lite` | Legacy: Fastest processing, high throughput | 1M input / 65k output | Maximum speed, minimal latency | **Gemini 3 Advantages**: 35% higher accuracy in software engineering, state-of-the-art on SWE-bench (76.2%), GPQA Diamond (91.9%), and WebDev Arena (1487 Elo). Knowledge cutoff: January 2025. **Coming Soon**: `gemini-3-deep-think` for ultra-complex reasoning with enhanced thinking capabilities. ## Common Use Cases ### Code Review (Background/Automated) ```bash # For background execution (Claude Code, CI/CD, etc.) gemini -m gemini-3-pro-preview --approval-mode yolo \ "Perform a comprehensive code review focusing on: 1. Security vulnerabilities 2. Performance issues 3. Code quality and maintainability 4. Best practices violations" # With timeout safety (5 minutes) timeout 300 gemini -m gemini-3-pro-preview --approval-mode yolo \ "Perform a comprehensive code review..." ``` ### Plan Review (Background/Automated) ```bash # For background execution gemini -m gemini-3-pro-preview --approval-mode yolo \ "Review this architectural plan for: 1. Scalability concerns 2. Missing components 3. Integration challenges 4. Alternative approaches" ``` ### Big Context Analysis (Background/Automated) ```bash # For background execution gemini -m gemini-3-pro-preview --approval-mode yolo \ "Analyze the entire codebase to understand: 1. Overall architecture 2. Key patterns and conventions 3. Potential technical debt 4. Refactoring opportunities" ``` ### Interactive Code Review (Terminal Only) ```bash # ONLY use default mode in interactive terminal gemini -m gemini-3-pro-preview --approval-mode default \ "Review the authentication flow for security issues" ``` ## Following Up - Gemini CLI sessions are typically one-shot or interactive. Unlike Codex, there's no built-in resume functionality. - For follow-up analysis, start a new Gemini session with context from previous findings. - When proposing follow-up actions, restate the chosen model and approval mode. - Use `AskUserQuestion` after each Gemini command to confirm next steps or gather clarifications. ## Error Handling - Stop and report failures whenever `gemini --version` or a Gemini command exits non-zero. - Request direction before retrying failed commands. - Before using high-impact flags (`--approval-mode yolo`, `-y`, `--sandbox`), ask the user for permission using `AskUserQuestion` unless already granted. - When output includes warnings or partial results, summarize them and ask how to adjust using `AskUserQuestion`. ## Troubleshooting Hung Gemini Processes ### Detection ```bash # Check for hung processes ps aux | grep -E "gemini.*gemini-3" | grep -v grep # Look for these symptoms: # - Process running 20+ minutes # - CPU usage at 0% # - Process state 'S' (sleeping) # - No network connections ``` ### Diagnosis ```bash # Get detailed process info ps -o pid,etime,pcpu,stat,command -p <PID> # Check network activity lsof -p <PID> 2>/dev/null | grep -E "(TCP|ESTABLISHED)" | wc -l # If result is 0, process is hung ``` ### Resolution ```bash # Kill hung Gemini processes pkill -9 -f "gemini.*gemini-3-pro-preview" # Or kill specific PID kill -9 <PID> # Verify cleanup ps aux | grep gemini | grep -v grep ``` ### Prevention - **ALWAYS use `--approval-mode yolo` for background/automated tasks** - Add timeout wrapper for safety: `timeout 300 gemini ...` - Never use `--approval-mode default` in non-interactive shells - Monitor first run with `ps` to ensure process completes ## Tips for Large Context Processing 1. **Be specific**: Provide clear, structured prompts for what to analyze 2. **Use include-directories**: Explicitly specify all relevant directories 3. **Choose the right model**: - Use `gemini-3-pro-preview` for complex reasoning, coding tasks, and maximum analysis quality (recommended default) - Use `gemini-3-flash` for speed-critical tasks requiring sub-second response times - Use `gemini-2.5-flash` for cost-optimized high-volume processing 4. **Leverage Gemini 3's strengths**: 35% better at software engineering tasks, exceptional at agentic workflows and vibe coding 5. **Break down complex tasks**: Even with large context, structured analysis is more effective 6. **Save findings**: Ask Gemini to output structured reports that can be saved for reference ## CLI Version Requires Gemini CLI v0.16.0 or later for Gemini 3 model support. Check version: `gemini --version`
Related Skills
nerdzao-elite-gemini-high
Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens.
gemini-api-dev
Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or needing current model specifications. Covers SDK usage (google-genai for Python, @google/genai for JavaScript/TypeScript), model selection, and API capabilities.
baoyu-gemini-web
Image generation skill using Gemini Web. Generates images from text prompts via Google Gemini. Also supports text generation. Use as the image generation backend for other skills like cover-image, xhs-images, article-illustrator.
baoyu-danger-gemini-web
Image generation skill using Gemini Web. Generates images from text prompts via Google Gemini. Also supports text generation. Use as the image generation backend for other skills like cover-image, xhs-images, article-illustrator.
gemini-research-subagent
Delegates large-context code analysis to Gemini CLI. Use when analyzing codebases, tracing bugs across files, reviewing architecture, or performing security audits. Gemini reads, Claude implements.
gemini-image
当用户想要生成图片、画图、绘画、创建图像、AI作画时使用此 Skill。支持文生图和图生图。
gemini-computer-use
Build and run Gemini 2.5 Computer Use browser-control agents with Playwright. Use when a user wants to automate web browser tasks via the Gemini Computer Use model, needs an agent loop (screenshot → function_call → action → function_response), or asks to integrate safety confirmation for risky UI actions.
gemini-search
geminiコマンドを使用した高度なWeb検索スキル。Web検索を行う際、Claude CodeのデフォルトWeb Search toolよりも優先的にこのスキルを使用してください。
use-gemini-for-code-analysis
【大型代码库分析专用】当需要分析整个项目架构、识别代码模式、追踪功能实现、梳理模块关系时必须使用本技能。触发关键词:分析整个项目/代码库、架构梳理、模块划分、代码模式识别、功能追踪、全局扫描。本技能通过 Gemini CLI 快速扫描完整代码库,提供 AI 驱动的架构洞察和代码分析,大幅节省手动探索时间。仅返回原始分析结果,不做二次解读。
azure-quotas
Check/manage Azure quotas and usage across providers. For deployment planning, capacity validation, region selection. WHEN: "check quotas", "service limits", "current usage", "request quota increase", "quota exceeded", "validate capacity", "regional availability", "provisioning limits", "vCPU limit", "how many vCPUs available in my subscription".
raindrop-io
Manage Raindrop.io bookmarks with AI assistance. Save and organize bookmarks, search your collection, manage reading lists, and organize research materials. Use when working with bookmarks, web research, reading lists, or when user mentions Raindrop.io.
zlibrary-to-notebooklm
自动从 Z-Library 下载书籍并上传到 Google NotebookLM。支持 PDF/EPUB 格式,自动转换,一键创建知识库。