superforge-scroll

superforge-scroll is a skill for Claude Code from takaoumehara/superforge-skill. It costs 241 tokens per session (8,516 once invoked), scanned A, original, MIT.

A skill for building landing pages where scrolling moves a camera continuously through a generated place, such as a building or route. The page uses pre-rendered video and matches scroll position to video time.

In plain words
What is it for?
Use it to plan camera routes, generate scene stills and connecting clips, and build a self-contained scroll-controlled playback experience.
Why use it?
It addresses the difficult planning and joining work behind a continuous camera journey. It plans viewpoints and transitions so chained scenes do not visibly break.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: positional $N argument.

Part of the superforge-skills plugin — 15 skills shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/takaoumehara/superforge-skill/superforge-scroll
Any agent
npx skills add takaoumehara/superforge-skill --skill superforge-scroll
Clone the repo
git clone --depth 1 https://github.com/takaoumehara/superforge-skill

Made for: Claude Code.

Or install superforge-skills, the plugin that ships this one along with the rest of its 15 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for superforge-scroll

README.md
[![agentmods](https://agentmods.dev/badge/skills/takaoumehara/superforge-skill/superforge-scroll.svg)](https://agentmods.dev/skills/takaoumehara/superforge-skill/superforge-scroll)
Your own site
<a href="https://agentmods.dev/skills/takaoumehara/superforge-skill/superforge-scroll"><img src="https://agentmods.dev/badge/skills/takaoumehara/superforge-skill/superforge-scroll.svg" alt="Measured on agentmods" height="20"></a>
Per session 241 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 8,516 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00241 $0.08516
Opus 5 $0.00120 $0.04258
Sonnet 5 $0.00048 $0.01703
Haiku 4.5 $0.00024 $0.00852

Measured 5d ago against content hash 37e936412780, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

superforge-scroll scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

The scan reads SKILL.md. This mod also ships 3 executable files (references/knockout.py, references/scrub-engine.js, scripts/plan_map.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/superforge-scroll/SKILL.md · 599 lines

How it starts

The opening of the file, as written. The whole thing — 599 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Superforge Scroll — Cinematic Scroll-Scrubbed Worlds

A landing page where scroll drives a camera. It flies through a space — into a building, along a route, across a miniature world — continuously, with no visible cuts. The visuals are pre-rendered AI video; the page just scrubs them by scroll position. This is the technique behind Apple's scroll-through product pages: the camera genuinely moved, scroll only drives time.

What gets produced: a camera plan → N scene stills → N legs → (architecture B only) N−1 connectors → a self-contained scrub engine that plays the chain as one flight.

Three things distinguish a build that works from one that merely renders:

  1. The camera is planned before any pixel exists. The still is not a picture of the scene, it is the camera's frame 0. Skip the plan and you are asking a model to invent routes between six unrelated viewpoints. → §2, references/planning.md
  2. Seams must be frame-identical. Every chained clip starts from the actual rendered last frame of the previous one, never from a fresh render of the same subject. → §6
  3. The backend must be probed, not trusted. A video API can accept your image, ignore your prompt, bill you, and return a frame-locked clip flying the wrong way. → §4, references/providers.md

The scrub engine is self-contained vanilla JS — it builds its own DOM and injects its own CSS into a container you give it — so it drops into plain HTML, Next.js, Vue, Rails, anything. Do not assume a framework. The value here is the plan, the seam method, and the backend contract, not the frontend.


1. Interview — ask what you cannot sensibly default

The subject is the user's to state. Ask it as an open question in plain prose, never a fabricated multiple-choice list of industries — a made-up list biases them and reads as you deciding their business for them. Reserve structured choices for the genuinely enumerable, lower-stakes decisions, and signal that "other" is available.

Read the full file on GitHub · 599 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 599 lines · 241 tokens per session scan A 37e936412780

Subscribe to this mod's changes

superforge-scroll is a skill published in the GitHub repository takaoumehara/superforge-skill (1 stars, last pushed 21d ago), licensed MIT. It adds 241 tokens to every session and 8,516 once invoked, about $0.0012 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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