English(EN) Teaching Google Antigravity to Paint: A Stateful Image-Editing Skill Built on Gemini's Interactions API and MCP

Google Gemini通过Interactions API实现状态化图像和视频编辑

作者 PulseAugur 编辑部 · [10 个来源] · 2026-07-22 22:44

Google为其Gemini模型开发了新功能，通过其Interactions API实现状态化图像和视频编辑。这使得Claude Code、Antigravity、Codex和Kiro等AI代理能够在不重新提示整个场景的情况下，迭代地改进生成的媒体。该系统使用模型上下文协议（MCP）服务器来连接Gemini模型与这些代理接口，从而实现复杂的编辑并跨多个回合保持视觉上下文。 AI

影响为AI代理实现更复杂和迭代的内容创作工作流程，可能改善用户体验和创意产出。

排序理由这描述了将现有模型和API集成到新工具和工作流程中，而不是新模型发布或基础研究。

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Google Gemini通过Interactions API实现状态化图像和视频编辑

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Signal score: 0 / 100; Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket: Tool; 这描述了将现有模型和API集成到新工具和工作流程中，而不是新模型发布或基础研究。
Source corroboration: 10 independent sources; Strong cross-source corroboration — multiple independent publishers covered this within the clustering window.
Topics: product, infra; Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
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完整方法见我们的编辑标准。

报道来源 [10]

dev.to — Claude Code tag TIER_1 English(EN) · xbill · 2026-07-23 17:17

教Claude代码直接：基于Gemini交互API构建的状态化视频编辑技能…

<h3> Teaching Claude Code to Direct: A Stateful Video-Editing Skill Built on Gemini’s Interactions API and MCP </h3> <p><a class="article-body-image-wrapper" href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2F…
Medium — MCP tag TIER_1 English(EN) · xbill · 2026-07-24 12:36

教Google Antigravity CLI绘画：基于Gemini的无状态图像编辑技能…

<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://xbill999.medium.com/teaching-google-antigravity-cli-to-paint-a-stateful-image-editing-skill-built-on-geminis-416f6dab744c?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max/1200/0*HXWTeM…
dev.to — MCP tag TIER_1 English(EN) · xbill · 2026-07-24 12:35

教谷歌反重力绘画：基于 Gemini 交互 API 和 MCP 的有状态图像编辑技能

<blockquote> <p><strong>TL;DR:</strong> <a href="https://github.com/xbill9/nb2lite-skill-agy" rel="noopener noreferrer">nb2lite-skill-agy</a> wraps Google's <code>gemini-3.1-flash-lite-image</code> model (NB2Lite) in a FastMCP server and packages it as an Antigravity CLI skill. Y…
dev.to — MCP tag TIER_1 English(EN) · xbill · 2026-07-24 12:27

教导反重力以进行导演：基于Gemini的交互API和MCP的视频编辑状态技能

<blockquote> <p><strong>TL;DR:</strong> <a href="https://github.com/xbill9/omni-skill-agy" rel="noopener noreferrer">omni-skill-agy</a> wraps Google's <code>gemini-omni-flash-preview</code> model (Omni Flash) in a tiny FastMCP server and packages it as an Antigravity CLI skill. Y…
dev.to — MCP tag TIER_1 English(EN) · xbill · 2026-07-23 23:57

教Codex绘画：基于Gemini的交互API和MCP构建的具有状态的图像编辑技能

<blockquote> <p><strong>TL;DR:</strong> <a href="https://github.com/xbill9/nb2lite-skill-codex" rel="noopener noreferrer">nb2lite-skill-codex</a> wraps Google's <code>gemini-3.1-flash-lite-image</code> model (NB2Lite) in a tiny FastMCP server and packages it as a Codex skill. You…
dev.to — MCP tag TIER_1 English(EN) · xbill · 2026-07-23 17:17

教Claude代码以进行直接操作：基于Gemini的交互API和MCP构建的状态化视频编辑技能

<blockquote> <p><strong>TL;DR:</strong> <a href="https://github.com/xbill9/omni-skill-claude" rel="noopener noreferrer">omni-skill-claude</a> wraps Google's <code>gemini-omni-flash-preview</code> model (Omni Flash) in a tiny FastMCP server and packages it as a Claude Code skill. …
Medium — MCP tag TIER_1 English(EN) · xbill · 2026-07-23 00:31

教 Kiro 绘画：基于 Gemini Interactions API 和 MCP 的有状态图像编辑技能

<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://xbill999.medium.com/teaching-kiro-to-paint-a-stateful-image-editing-skill-built-on-geminis-interactions-api-and-mcp-9bbe0de5391b?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max/1200/0…
dev.to — MCP tag TIER_1 English(EN) · xbill · 2026-07-23 00:31

教 Kiro 绘画：基于 Gemini 的 Interactions API 和 MCP 构建的具有状态的图像编辑技能

<blockquote> <p><strong>TL;DR:</strong> <a href="https://github.com/xbill9/nb2lite-skill-kiro" rel="noopener noreferrer">nb2lite-skill-kiro</a> wraps Google's <code>gemini-3.1-flash-lite-image</code> model (NB2Lite) in a tiny FastMCP server and packages it as a Kiro skill. You ty…
Medium — MCP tag TIER_1 English(EN) · xbill · 2026-07-22 22:44

教Claude代码绘画：基于Gemini交互API构建的状态化图像编辑技能…

<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://xbill999.medium.com/teaching-claude-code-to-paint-a-stateful-image-editing-skill-built-on-geminis-interactions-api-e6b0fdccf69c?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max/1200/0*…
dev.to — MCP tag TIER_1 English(EN) · xbill · 2026-07-22 22:44

教Claude代码绘画：基于Gemini的交互API和MCP构建的状态化图像编辑技能

<blockquote> <p><strong>TL;DR:</strong> <a href="https://github.com/xbill9/nb2lite-skill-claude" rel="noopener noreferrer">nb2lite-skill-claude</a> wraps Google's <code>gemini-3.1-flash-lite-image</code> model in a tiny FastMCP server and packages it as a Claude Code skill. You t…

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