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gemini AI Agent Skill
View Source: cachemoney/agent-toolkit
CriticalInstallation
npx skills add cachemoney/agent-toolkit --skill gemini 6
Installs
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 yolofor fully automated execution - ✅ OR wrap with timeout:
timeout 300 gemini ... - ❌ NEVER use
--approval-mode defaultwithout 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:
# Check if hung
ps aux | grep gemini | grep -v grep
# Kill if necessary
pkill -9 -f "gemini.*gemini-3-pro-preview"Running a Task
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)
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)
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
For background/automated tasks, ALWAYS use
--approval-mode yoloor add timeout wrapper. NEVER usedefaultin non-interactive shells.Run the command and capture the output. For background/automated mode:
# 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"For interactive sessions with an initial prompt:
gemini -m gemini-3-pro-preview -i "Review the authentication system" --approval-mode auto_editAfter 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)
# 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)
# 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)
# 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)
# 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
AskUserQuestionafter each Gemini command to confirm next steps or gather clarifications.
Error Handling
- Stop and report failures whenever
gemini --versionor 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 usingAskUserQuestionunless already granted. - When output includes warnings or partial results, summarize them and ask how to adjust using
AskUserQuestion.
Troubleshooting Hung Gemini Processes
Detection
# 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 connectionsDiagnosis
# 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 hungResolution
# 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 grepPrevention
- ALWAYS use
--approval-mode yolofor background/automated tasks - Add timeout wrapper for safety:
timeout 300 gemini ... - Never use
--approval-mode defaultin non-interactive shells - Monitor first run with
psto ensure process completes
Tips for Large Context Processing
- Be specific: Provide clear, structured prompts for what to analyze
- Use include-directories: Explicitly specify all relevant directories
- Choose the right model:
- Use
gemini-3-pro-previewfor complex reasoning, coding tasks, and maximum analysis quality (recommended default) - Use
gemini-3-flashfor speed-critical tasks requiring sub-second response times - Use
gemini-2.5-flashfor cost-optimized high-volume processing
- Use
- Leverage Gemini 3's strengths: 35% better at software engineering tasks, exceptional at agentic workflows and vibe coding
- Break down complex tasks: Even with large context, structured analysis is more effective
- 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
Installs
Security Audit
View Source
cachemoney/agent-toolkit
More from this source
How to use this skill
Install gemini by running npx skills add cachemoney/agent-toolkit --skill gemini in your project directory. Run the install command above in your project directory. The skill file will be downloaded from GitHub and placed in your project.
No configuration needed. Your AI agent (Claude Code, Cursor, Windsurf, etc.) automatically detects installed skills and uses them as context when generating code.
The skill enhances your agent's understanding of gemini, helping it follow established patterns, avoid common mistakes, and produce production-ready output.
What you get
Skills are plain-text instruction files — not executable code. They encode expert knowledge about frameworks, languages, or tools that your AI agent reads to improve its output. This means zero runtime overhead, no dependency conflicts, and full transparency: you can read and review every instruction before installing.
Compatibility
This skill works with any AI coding agent that supports the skills.sh format, including Claude Code (Anthropic), Cursor, Windsurf, Cline, Aider, and other tools that read project-level context files. Skills are framework-agnostic at the transport level — the content inside determines which language or framework it applies to.
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