gemini
Install this skill
npx skills add softaworks/agent-toolkitWorks across Claude Code, Cursor, Codex, Copilot & Antigravity
The Gemini tool provides direct command-line access to Google's specialized LLMs for codebase analysis, architectural planning, and software engineering workflows. It operates by processing large context windows, enabling agents to parse hundreds of thousands of tokens across entire repositories for logical pattern recognition. Unlike manual code review, this tool automates deep inspections of technical specifications and multi-file relationships without needing human intervention for every step. The integration includes specific approval modes to govern how the agent interacts with file system changes, making it suitable for both active terminal sessions and background execution tasks. By selecting specific models like gemini-3-pro-preview or flash, users tune the balance between high-reasoning capability and execution speed for their specific engineering requirements, ensuring that complex codebases are analyzed efficiently within the standard development lifecycle.
When to Use This Skill
- β’Auditing large architectural plans or documentation sets for structural inconsistencies
- β’Running automated, non-interactive code reviews in CI/CD pipeline environments
- β’Scanning entire project directories to identify patterns or potential security vulnerabilities
- β’Executing rapid, high-volume analysis tasks where model speed is the priority
How to Invoke This Skill
Example prompts that trigger this skill in Claude Code, Cursor, or Antigravity:
- βAnalyze the architectural integrity of this repository
- βIdentify security flaws across the entire codebase
- βReview these technical specifications for implementation gaps
- βExamine the relationship between these services and identify potential bottlenecks
- βPerform a non-interactive code review of the current project
Pro Tips
- π‘Always use `--approval-mode yolo` for automated or non-interactive environments (like Claude Code tool calls) to prevent indefinite hangs.
- π‘For critical or long-running tasks, wrap `gemini` calls with `timeout` to ensure graceful termination if an unexpected issue arises.
- π‘Even with Gemini's large context windows, providing clear, specific prompts helps Gemini focus its analysis and deliver more precise, targeted feedback.
What this skill does
- β’Analyzes relationships across massive, multi-file code repositories
- β’Performs autonomous code reviews with customizable approval gating
- β’Supports distinct modes for interactive user prompts versus automated background processing
- β’Provides model selection logic to prioritize either high-reasoning accuracy or sub-second latency
- β’Exposes flags for sandbox isolation and explicit directory inclusion for scope control
When not to use it
- βTasks requiring real-time, high-stakes system configuration changes without prior audit
- βInteractive development environments where the agent is left in a background mode without terminal input
- βScenarios involving sensitive private keys or credentials that should never be processed by LLMs
Example workflow
- Select the appropriate Gemini model based on reasoning or speed requirements
- Define the approval mode to either auto_edit for safety or yolo for full automation
- Execute the tool command with target directories and the analysis prompt
- Monitor the background process or wait for the interactive feedback loop
- Review the generated analysis findings to determine next development steps
Prerequisites
- βAgent-toolkit installed in the local environment
- βActive internet connection for model API communication
- βProperly scoped API keys for Gemini services
Pitfalls & limitations
- !Running in default approval mode during background shell execution causes the process to hang indefinitely
- !Neglecting to set a timeout wrapper when executing automated tasks can lead to zombie processes
- !Selecting an overly expensive model for simple, high-volume tasks that could be handled by the flash version
FAQ
How it compares
This tool replaces manual 'copy-paste' LLM interactions by providing persistent, context-aware file access and structured approval workflows, which are impossible to achieve via standard web-based AI chat interfaces.
π Full skill instructions β original source: softaworks/agent-toolkit
## 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
## β οΈ 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:**
- β Use
--approval-mode yolo for fully automated execution- β OR wrap with timeout:
timeout 300 gemini ...- β 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 β (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 (β οΈ ONLY for interactive terminal sessions)-
auto_edit: Auto-approve edit tools only (for code reviews with suggestions)-
yolo: Auto-approve all tools (β
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 isolation4. **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_edit7. **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 β
| -m gemini-3-pro-preview --approval-mode yolo || Background analysis |
yolo β
| -m gemini-3-pro-preview --approval-mode yolo || Background with timeout |
yolo β
| 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 β
| -m gemini-3-flash --approval-mode yolo || Cost-optimized background |
yolo β
| -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 β | **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 processing4. **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 --versionHow to Use This Skill Unit
Option A: Project-Specific (Recommended)
- Click "Download" above
- In your project, create the directory:
.agent/skills/gemini/ - Save the file as
SKILL.md - The agent will automatically discover the skill based on its description.
Option B: Global Installation (All Agents)
Save the file to these locations to make it available across all projects:
- Claude Code:
~/.claude/skills/softaworks/agent-toolkit/gemini/SKILL.md - Cursor:
~/.cursor/skills/softaworks/agent-toolkit/gemini/SKILL.md - Antigravity:
~/.gemini/antigravity/skills/softaworks/agent-toolkit/gemini/SKILL.md
π Install with CLI:npx skills add softaworks/agent-toolkit