AI ToolsJul 22, 2026, 10:44 PM

Teaching Claude Code to Paint: A Stateful Image-Editing Skill Built on Gemini's Interactions API and MCP

30-second summary

A new skill for Claude Code, nb2lite-skill-claude, allows users to perform stateful image editing using Google's Gemini API. It leverages Gemini's interactions API and a Multi-modal Conversation Protocol server.

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Teaching Claude Code to Paint: A Stateful Image-Editing Skill Built on Gemini's Interactions API and MCP
Key takeaways
  • A new Claude Code skill, nb2lite-skill-claude, enables stateful image editing.
  • The skill integrates Google's Gemini 3.1 Flash Lite Image model via its interactions API.
  • It facilitates multi-turn conversational image editing and includes a simplified installation process.
Full story

The nb2lite-skill-claude project demonstrates a novel application of large language models by enabling stateful image editing within Anthropic's Claude Code environment. This is achieved by packaging Google's Gemini 3.1 Flash Lite Image model as a Claude Code skill.

The system utilizes Gemini's interactions API, which supports multi-turn conversations, to manage the state of image edits. This allows for a more interactive and iterative editing process, similar to traditional image editing software.

Key features include an "idiot-proof" installation guide and a practical demonstration through a "dogfooded" cover image, making the technology accessible to a wider range of users and developers.

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Why this matters
Developers

Enables building more interactive AI-powered tools.

Businesses

Opens possibilities for AI-assisted creative workflows.

Everyone

Shows advanced integration of multimodal AI capabilities.

Glossary
Stateful Image Editing
Image editing where the system remembers previous edits and context across multiple interactions.
Claude Code
An environment or feature within Anthropic's Claude AI that allows for code-related tasks and interactions.
Gemini Interactions API
An API for Google's Gemini models that supports conversational, multi-turn interactions.
MCP server
Multi-modal Conversation Protocol server, likely a framework for managing complex AI interactions.
Sources · 2
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