Scroll World: An Open Source Skill That One-Shots Animated Scrolling Websites

Chase walks through Scroll World, an open source agent skill that generates the animated "fly through the world" scrolling websites you see on high-end landing pages. It works with both Claude Fable 5 and the new GPT 5.6. You install the skill, run it, and describe the site you want. The skill generates a still image for approval, then turns it into video clips and stitches them into one continuous scroll.

Chase also maintains his own fork of the skill with mobile improvements and budget tiers, so you can cap how much you spend on generation.

What Scroll World Produces

The video opens with demos of the output: fully rendered 3D isometric worlds that the page camera flies through as you scroll. One demo shows a nighttime city of blue-lit buildings behind a "Your world never stops talking" headline. Another shows a floating temple on an island with rivers flowing off the edges.

The repo's own demo is a pastoral farm world with the headline "It starts in the hills." The README describes the skill as building an "immersive scrubbed 'fly through the world' landing page for any industry or brand" where scrolling flies the camera from outside each scene into its interior, then on to the next scene with no cuts. It cites the Emons logistics site as the reference style.

How the Workflow Runs

The loop is simple. Install the skill, run it, and tell it what kind of website you are building. It generates a still image first, and you give it a thumbs up or thumbs down. Once you approve the still, it generates the videos and stitches them together into the scrolling page.

The README shows it is an agent skill compatible with Claude Code, Codex, and any SKILL.md-compatible agent. For Claude Code, it installs as a plugin:

/plugin marketplace add oxo95/scroll-world
/plugin install scroll-world@scroll-world

After that, you either ask for a scroll-through world landing page in plain language or invoke /scroll-world directly.

Chase's Fork: Mobile Fixes and Budget Tiers

Chase built a fork of the upstream skill with improvements for mobile and budget tiers for anyone who does not want to blow their whole Higgsfield budget on one site. The fork's README describes it as a hardened fork of oxo95/scroll-world and lists the additions: budget tiers with spend gates, a previz draft pass, SSIM seam verification, extracted-frame posters, an iOS Low Power Mode fallback, device-class clip tiers, data-saver handling, true 9:16 portrait tiers, and a crawlable SEO copy block. Configs stay backward compatible with upstream.

To get the fork, Chase says to search his YouTube channel for his Scroll World video, which links to it.

Key Takeaways

• Scroll World is an open source agent skill that generates continuous fly-through scrolling landing pages, and it works with Claude Fable 5 and GPT 5.6.
• The workflow is approval-gated: it generates a still image first, you approve or reject it, then it produces and stitches the video clips.
• It installs as a Claude Code plugin from the oxo95/scroll-world marketplace and also runs on Codex or any SKILL.md-compatible agent.
• Chase's fork adds budget tiers and spend gates plus mobile hardening (iOS Low Power Mode fallback, device-class clip tiers, 9:16 portrait tiers).
• Video generation costs real money, so the budget controls in the fork matter if you plan to iterate.

Resources

• Scroll World upstream repo (oxo95/scroll-world)
• Chase's hardened fork: search "Scroll World" on his YouTube channel for the link