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@1c0662a
by softaworkssoftaworks/agent-toolkit2.5k stars
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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 this Skill: https://skilld.dev/gh/softaworks/agent-toolkit/gemini

This session only. Nothing lands on disk.

SKILL.md

≈63 tokens always: the name and description. ≈2.4k when used: this file. ≈2.8k more on demand in 1 file.

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:

# 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:

    # 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:

    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)

# 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 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

# 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

# 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

# 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

Source: SKILL.md on GitHub

2 alerts16d5 checks · Risk HIGH
  • Gen Agent Trust Hub16d

    The skill provides instructions for using the Gemini CLI for code analysis, including advice on bypassing manual approvals and managing system processes. It encourages the use of an 'auto-approve' mode for tool actions and provides commands for terminating system processes, while also making unverified claims about model capabilities.

  • Socket16d

    1 alert: gptAnomaly

  • Snyk16d

    Risk: LOW · No issues

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    Score: 93/100 · 2 sections analyzed

Signed by skilld at 1c0662a. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 2 months ago.

Dormantupdated 9 months ago
  • CLI
  • gemini
  • code-review
  • large-context
  • code-analysis
  • architectural-review
  • multi-file-analysis

README badge

README badge for softaworks/agent-toolkit/gemini

Invokes Gemini CLI for code review, plan review, and large-context analysis (>200k tokens) using Gemini 3 Pro by default. Handles multi-file codebase analysis and requires `--approval-mode yolo` for background execution to avoid hanging on approval prompts.

Generated from the current SKILL.md.

What approval mode should I use for background tasks like CI/CD or Claude Code tool calls?
Use `--approval-mode yolo` or wrap with a timeout. Never use `--approval-mode default` in non-interactive shells, as it will hang indefinitely waiting for approval prompts that cannot be provided.
Which Gemini model should I choose for code reviews?
Use `gemini-3-pro-preview` by default for best reasoning and coding quality (35% better at software engineering than 2.5 Pro). Use `gemini-3-flash` if you need sub-second latency, or `gemini-2.5-flash` for cost optimization.
What context window size does Gemini support?
Gemini 3 models support 1M tokens of input context and 64k output tokens, making them suitable for processing entire codebases and documentation sets.
How do I detect and fix a hung Gemini process?
Check with `ps aux | grep gemini` for processes running 20+ minutes with 0% CPU usage. Kill with `pkill -9 -f "gemini.*gemini-3-pro-preview"` and prevent hangs by always using `--approval-mode yolo` with an optional timeout wrapper in background tasks.
What are the main use cases for this skill?
Code reviews, plan/architecture reviews, and large context analysis (>200k tokens) across multiple files that benefit from Gemini's reasoning capabilities.

Generated from the current SKILL.md. These answers refresh after source changes.