firefrost-operations-manual/docs/skills/gemini-tools

Gemini Tools Collection

Skills for integrating Google Gemini into Firefrost workflows.

Requirement: GEMINI_API_KEY environment variable must be set.
API Key: https://aistudio.google.com/app/apikey

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Available Tools

Tool	File	Purpose
Gemini Consultant	gemini-consultant.md	Second opinion with web search + vision
Gemini Second Opinion	gemini-second-opinion.md	Independent technical analysis
Gemini Image Generation	gemini-image-generation.md	AI image generation with nano-banana CLI

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Gemini Consultant

Best for: Real-time web information, fact verification, image analysis

# With web search (default)
uv run consult.py "What's the latest NeoForge version?"

# With context
uv run consult.py "What could cause this error?" -c "TypeError: Cannot read property 'map' of undefined"

# Analyze an image
uv run consult.py "What's in this image?" -i screenshot.png

# Without web search
uv run consult.py "Explain the CAP theorem" --no-search

Python script included: consult.py

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Gemini Second Opinion

Best for: Architectural decisions, code reviews, plan validation

gemini "REVIEW MODE: [your question]" --output-format json

Use cases:

• Validate a plan before executing
• Cross-check Claude's analysis
• Architecture decisions (GraphQL vs REST, microservices vs monolith)
• Security assessment validation

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Gemini Image Generation (Nano Banana)

Best for: Generating images, thumbnails, marketing assets

# Generate image
gemini-nano-banana-tool generate "A cat wearing a wizard hat" -o cat.png

# AI-optimize prompt first
gemini-nano-banana-tool promptgen "wizard cat" | gemini-nano-banana-tool generate -o cat.png -s

# Different aspect ratios
gemini-nano-banana-tool generate "YouTube thumbnail" -o thumb.png -a 16:9
gemini-nano-banana-tool generate "Instagram story" -o story.png -a 9:16

Cost estimates:

• Flash: ~$0.039/image
• Pro 1K/2K: ~$0.134/image
• Pro 4K: ~$0.24/image

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Firefrost Integration

Existing Workflow

Our gemini-consultation skill already provides structured consultation patterns. These tools complement it with:

1. Real-time web search — Verify latest versions, docs, news
2. Independent analysis — "Two AI perspectives catch more issues than one"
3. Image generation — Marketing assets, thumbnails, social media graphics

When to Use Each

Situation	Tool
Need current info (versions, docs)	Gemini Consultant
Validate architecture decisions	Gemini Second Opinion
Review Claude's security analysis	Gemini Second Opinion
Create marketing graphics	Gemini Image Generation
Generate thumbnails/banners	Gemini Image Generation
Structured consultation with handoff	gemini-consultation skill

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Setup

1. Get API key: https://aistudio.google.com/app/apikey
2. Set environment variable:

   export GEMINI_API_KEY='your-api-key'
   

3. For nano-banana tool:

   git clone https://github.com/dnvriend/gemini-nano-banana-tool.git
   cd gemini-nano-banana-tool
   uv tool install .
   

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Source: skill.fish (melodic-software, stared, dnvriend)
Added: 2026-04-09 by Chronicler #73

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