Miguel Ángel 8bf5b4423e perf: sublinear Studio rebuilds and seeks (#3837)
* perf(studio): resolve the overlay coordinate basis once per composition

The iframe->overlay basis (composition root, root scale, iframe and overlay
rects) was resolved inside every geometry call, so measuring a preview cost one
querySelector("[data-composition-id]") plus three layout reads PER ELEMENT to
rediscover something that is a property of the composition and the canvas zoom.

It is now threaded through orientedGroupAwareOverlayRect, groupAwareOverlayRect,
orientedOverlayRect, orientedVisibleOverlayRect and toVisibleOverlayRect the way
toVisibleOverlayRects already batched it, and resolved once by the two callers
that measure many elements in one synchronous pass: the off-canvas indicator
rebuild and the overlay RAF loop.

Both passes only read the DOM, so nothing can move the canvas between two
measurements inside one of them.

* perf(studio): rebuild the layer walk from the mutation, not the document

A MutationObserver marked the off-canvas indicators dirty and the rebuild then
re-derived every element in the preview from scratch. The observer's loudest
source is inline style, which is what animation writes, so a composition just
sitting there re-derived the whole document several times a second, and each
element costs two getComputedStyle reads, two ancestor walks for its source
file, and a textContent read over its whole subtree.

The records now say WHAT to drop, not merely that something changed, and the
per-element derivations are memoized between rebuilds. Two lifetimes, because
they do not go stale together: whether an element renders (and how many layer
children it has) dies on any nearby attribute write, while how it is ADDRESSED
survives every style write and dies only on something that can renumber a
selector. That split is what makes an ordinary animation frame cost no document
queries at all.

Not attributable to specific elements, so still a full rebuild: nodes added or
removed, and any change to an identity attribute, which renumbers every element
sharing a selector.

Two supporting changes:

- getDirectLayerChildren asked getDomLayerPatchTarget for a full patch target
  per child and used it as a boolean. The target carries the selector's
  occurrence index, which is a whole-document query the yes/no does not depend
  on. isDomLayerElement answers it without one, for every caller. Its unused
  options parameter goes with it.
- The observer no longer filters attributes. An attribute it never hears about
  is one the cache would answer stale for, and the old filter omitted id and the
  data-composition-* attributes that decide a layer's identity. Widening only
  makes indicators refresh sooner; a rebuild is a pure read and is throttled
  either way.

Every other caller of collectDomEditLayerItems passes no cache and is unchanged.

* perf(runtime): visit only the clips a seek can flip

Every seek, and every frame of playback, rebuilt the window of every video and
audio element in the document and handed all of them to the per-clip sync loop.
On a composition of eighty videos that is eighty window derivations and eighty
per-clip passes to conclude that one clip is on screen.

A clip is active only while start <= t < end, so a clip whose window excludes
the new time is inactive there whatever its element state is. Sorting the
windows by each endpoint turns a seek into two binary searches: the clips whose
start or end lies between the old time and the new one, plus the ones that were
in window at the old time. Anything outside both was out of window before and is
out of window now, and was already paused and already evicted by the pass that
last saw it go out. A one-frame step visits the clip or two that flip; a jump
over a hundred clips still visits the hundred boundaries it crosses.

The index carries only the windows, and it rides the revision the duration
floors already ride: the same timing attributes, the same media metadata events,
the same timeline registry signature. Nothing else is cached. Every field handed
to syncRuntimeMedia is re-read from the element on every pass, because
el.duration can be reset under us by the load() retry, and a cached copy of it
would be exactly the stale duration the two-resolver-scope rule exists to
prevent.

The render/export path does not consult the index at all and visits every
element on every frame, and a render seek clears the sweep so a later live seek
cannot inherit a position it did not establish.

Also folds the duration floors' own invalidation into that shared revision.
Draining the observer is what detects a change, and only the first reader in a
task gets the records, so two caches each checking for themselves would have had
the second told nothing changed.

* refactor(studio): split the overlay basis and the layer-walk read into their own modules

Clears the 600-line file cap and the fallow audit on this branch. Behaviour is
unchanged: this moves code, it does not alter any of it.

File size. Both files were already near the cap on main and my three levers
pushed them over (615 vs 598, and 605 vs 584):

- domEditOverlayGeometry.ts -> 561. The iframe->overlay coordinate basis
  (OverlayRootScale, computeOverlayRootScale and the root/dimension lookups it
  owns) moves to domEditOverlayBasis.ts. It is the one piece of that file every
  other piece depends on, and nothing in it is about a single element's
  geometry. Its two callers now import it from there.
- domEditingLayers.ts -> 587. The per-element read that the walk performs moves
  to readDomEditLayerWalkEntry in domEditLayerWalkCache.ts, the module that owns
  the memoization it reads through. The walk keeps the traversal and the depth
  bookkeeping, which are the parts that are actually about walking.

No unrelated code was trimmed to make room.

Duplication, all three clone groups fallow flagged:

- The runtime seek fixture (createMockTimeline, the synchronous animation-frame
  clock, the CSS.escape shim, stubDuration) was copied between
  init.timingResolver.test.ts and init.mediaClipIndex.test.ts. It moves to
  runtimeSeekFixture.test-helpers.ts. Each suite keeps its own vi.mock calls,
  which are file-scoped and cannot be shared. The file is excluded from
  tsconfig.runtime.json alongside the test files it serves, for the same reason.
- domEditLayerWalkCache.test.ts repeated its mount/observe/first-walk setup in
  three tests; that is now withWarmWalk.

Complexity. Only one of fallow's three findings is attributable to this branch,
and fallow agrees: it marks the other two inherited and excludes them from the
gate.

- offCanvasIndicatorRefresh.ts update was NEW (absent from main's report, 10
  cyclomatic / 31.6 CRAP here). The optional-chain-and-default I added to drain
  the observer becomes drainPendingLayerMutations, with its own unit tests, and
  the function drops off the report entirely.
- useDomEditOverlayRects.ts update: 37 cyclomatic / 69 cognitive on main AND
  here. My change added one statement and no branch; the function grew 139 -> 147
  lines, which is what resurfaced it. Left alone.
- domEditingDom.ts escapeCssIdentifier: 24 cyclomatic / 19 cognitive / 148.4
  CRAP on main AND here. Untouched by this branch; only its line number moved
  (173 -> 182) because the composition-source-map revision counter sits above it.
  Left alone.
2026-09-10 03:55:28 +00:00
2026-09-08 22:12:51 -04:00
2026-03-21 22:43:56 -07:00

HyperFrames

npm version npm downloads License Node.js Discord

Write HTML. Render video. Built for agents.

Quickstart | Showcase | Playground | Catalog | Docs | Discord

HyperFrames demo: HTML code on the left transforms into a rendered video on the right

HyperFrames is an open-source framework for turning HTML, CSS, media, and seekable animations into deterministic MP4 videos. Use it locally with the CLI, from AI coding agents with skills, or as the rendering core behind hosted authoring workflows.

Quick Start

With an AI coding agent

Install the HyperFrames skills, then describe the video you want:

npx skills add heygen-com/hyperframes

The picker opens with nothing pre-selected — the Core Skills group is all you need: the /hyperframes router installs each creation workflow on demand. Agents and non-interactive runs should use npx hyperframes skills update instead — it installs exactly the core set, whereas skills add --all installs every SKILL.md in the repo — the 20 published skills plus six repo-internal ones under .claude/skills / .agents/skills. For the full published set use npx hyperframes skills.

skills add resolves the skills.sh registry blob, which can lag main by hours. npx hyperframes skills update installs from the current main, so reach for it when you need the newest copy of a skill.

Try a prompt like:

Using /hyperframes, create a 10-second product intro with a fade-in title, a background video, and subtle background music.

The skills teach agents the HyperFrames production loop: plan the video, write valid HTML, wire seekable animations, add media, lint, preview, and render. They work with Claude Code, Cursor, Gemini CLI, Codex, and other coding agents that support skills.

Skills

HyperFrames ships 20 skills agents load on demand. Read /hyperframes first — it's the router and capability map; it picks a workflow for any "make me a…" request — video, deck, or composition port — and points to the domain skills below.

Default to the core set — the router installs each creation workflow on demand. npx hyperframes skills update installs exactly that from anywhere; the interactive picker (npx skills add heygen-com/hyperframes) lists it as the "Core Skills" group, nothing pre-selected. The picker is interactive-only — a non-interactive or agent run without --skill installs all 20. Use npx skills add heygen-com/hyperframes --all to install all 20 deliberately (skips the picker), or npx skills add heygen-com/hyperframes --skill <name> for just one (bare name, no leading /).

Installs stay lean after that: npx hyperframes init keeps the core set fresh (the router, the hyperframes-* domain skills, and media-use — plus whatever is already installed; /figma stays on demand) and never expands a partial install; the creation workflows install on demand — the router runs npx hyperframes skills update <workflow> before entering one. Nothing re-pulls the full set behind your back.

Upload to Codex

Build the upload-ready Codex plugin archive from the committed HEAD version of the manifest, brand assets, and skills:

bun run package:codex-plugin

This writes dist/hyperframes-plugin.zip with a hyperframes/ root folder and fails if the archive exceeds Codex's 100 MB upload limit.

Router

Skill Use when
/hyperframes Read first for any request to make / create / edit / animate / render a video, animation, or motion graphic. Capability map for the domain skills, the intent layer that confirms every creation brief up front, and intent router for the creation workflows below.

Creation workflows

Skill Use when
/product-launch-video Any website — marketing / launching / promoting a product (from its URL, a brief, or a script), or a site tour / showcase / social clip featuring the site's own visuals. Up to ~3 min (sweet spot 30-90s).
/faceless-explainer Explaining a topic / concept from arbitrary text — no product, no URL, no website capture; every visual is LLM-invented (typography / abstract / diagram / data-viz).
/pr-to-video A GitHub pull request (PR URL, owner/repo#N ref, or "this PR") → changelog / feature-reveal / fix / refactor explainer, read via the gh CLI.
/embedded-captions Adding captions / subtitles to an existing talking-head video (footage untouched) — verbatim rail, embedded climax behind the subject, or pure-cinematic embed.
/talking-head-recut Packaging an existing talking-head / interview / podcast video with designed graphic overlays — lower-thirds, data callouts, kinetic titles, pull-quotes, side panels, PiP.
/motion-graphics A short, unnarrated, design-led motion graphic (~under 10s) — kinetic type, stat / chart hit, logo sting, lower-third, animated tweet / headline. MP4 or transparent overlay.
/music-to-video A music track (audio file, video to pull audio from, or one generated from a mood brief) → a beat-synced video — lyric, slideshow, or kinetic promo; music drives pacing.
/slideshow A presentation / pitch deck / interactive deck — discrete slides, fragment reveals, branching, hotspot navigation, presenter mode. Output is a navigable deck, not a rendered video.
/general-video Anything else — longer or multi-scene pieces, brand / sizzle reel, title card, static loop, freeform composition. Input- and length-agnostic fallback, and the home of companion mode (co-create with the full toolbox).
/remotion-to-hyperframes Porting an existing Remotion (React) composition's source to HyperFrames HTML. One-way migration, not creation.

Domain skills (loaded on demand)

Atomic capabilities the creation workflows compose against — pull one when you need that specific layer.

Skill Covers
/hyperframes-core The composition contract — data-* timing attributes, class="clip", tracks, sub-compositions, variables, framework-owned media playback, determinism rules.
/hyperframes-animation All animation knowledge — atomic motion rules, scene blueprints, transitions, runtime adapters (GSAP / Lottie / Three.js / Anime.js / CSS / WAAPI / TypeGPU).
/hyperframes-keyframes Seek-safe keyframe authoring across runtimes — GSAP timelines, CSS keyframes, Anime.js, WAAPI, FLIP, paths, masks, SVG morph/draw, 3D depth — plus hyperframes keyframes diagnostics for rendered motion.
/hyperframes-creative Non-animation creative direction — frame.md / design.md, palettes, typography, narration, beat planning, audio-reactive visuals, composition patterns.
/media-use The media OS — resolve any media need (BGM, SFX, image, icon, logo, voice, color grade, LUT) into a frozen local file or paste-ready block + ledger record, generate via TTS/music/image models when the catalog misses, transcribe, caption, remove backgrounds, and reuse assets across projects. One shared audio engine + manifest tracking.
/hyperframes-cli CLI dev loop — init, lint, check, snapshot, preview, render, publish, doctor, plus HeyGen-hosted cloud rendering (cloud render) and AWS Lambda rendering (lambda deploy / render / progress).
/hyperframes-audio Mix the audio already placed in a composition — voiceover carve (dip a music bed only in the bands the voice occupies, static or dynamic, level match included), the effect chain (EQ, compressor, limiter, gate, saturation, delay, reverb, chorus, phaser, bitcrush), automation envelopes on volume or any effect parameter, and submix buses (<hf-audio-group>) carrying one chain, fader and automation clock for several tracks at once. Sourcing the audio is /media-use.
/hyperframes-registry Search, install and wire registry blocks and components into compositions via hyperframes catalog / hyperframes add. Load before hand-building any named look, effect, treatment or transition. Authoring a new block or component to contribute upstream.
/figma Import Figma assets, tokens, components, and storyboard sections → reconstructed motion (frames read as states, not slides) (REST/CLI) plus Motion animations (MCP) and shaders (MCP source / native export) into a composition.

For visual design handoff workflows, see the Claude Design guide and Open Design guide.

Manually with the CLI

npx hyperframes init my-video
cd my-video
npx hyperframes preview      # preview in browser with live reload
npx hyperframes render       # render to MP4

Requirements: Node.js 22+, FFmpeg

What You Can Build

Need ideas? Browse the Showcase for finished videos you can watch, read, run, and remix.

  • Product launch videos and feature announcements
  • PR walkthroughs with animated code diffs, narration, and captions
  • Data visualizations, chart races, and map animations
  • Social videos with kinetic captions, overlays, and music
  • Docs-to-video, PDF-to-video, and site-tour explainers
  • Reusable motion graphics for automated content pipelines

Frame.md

frame.md — your design system, ready for video.

Every brand has a design.md. None of them were written for a camera. frame.md is the missing translation layer: it takes your web-context design spec and inverts it for the frame — the same tokens, the same rules, but rewritten so an AI agent can compose a promo video without guessing at scale or reaching for web chrome.

The output is a DESIGN.md superset your whole toolchain can read. Atoms stay sacred. Composition stays free. Numbers come from the script.

Biennale Yellow
Biennale Yellow
BlockFrame
BlockFrame
Blue Professional
Blue Professional
Bold Poster
Bold Poster
Broadside
Broadside
Capsule
Capsule
Cartesian
Cartesian
Cobalt Grid
Cobalt Grid
Coral
Coral
Creative Mode
Creative Mode

Browse and remix them all at hyperframes.dev/design.

How It Works

Define a video as HTML. Add data attributes for timing and tracks. Use GSAP, CSS, Lottie, Three.js, Anime.js, WAAPI, or your own frame adapter for seekable animation.

<div id="stage" data-composition-id="launch" data-start="0" data-width="1920" data-height="1080">
  <video
    class="clip"
    data-start="0"
    data-duration="6"
    data-track-index="0"
    src="intro.mp4"
    muted
    playsinline
  ></video>

  <h1 id="title" class="clip" data-start="1" data-duration="4" data-track-index="1">Launch day</h1>

  <audio
    data-start="0"
    data-duration="6"
    data-track-index="2"
    data-volume="0.5"
    src="music.wav"
  ></audio>

  <script src="https://cdn.jsdelivr.net/npm/gsap@3/dist/gsap.min.js"></script>
  <script>
    const tl = gsap.timeline({ paused: true });
    tl.from("#title", { opacity: 0, y: 40, duration: 0.8 }, 1);
    window.__timelines = window.__timelines || {};
    window.__timelines.launch = tl;
  </script>
</div>

Preview instantly in the browser. Render locally or in Docker. The renderer seeks each frame in headless Chrome and encodes the result with FFmpeg, so the same input produces the same video.

HyperFrames Stack

HyperFrames is the open-source rendering engine, plus a growing set of tools around HTML-native video creation.

Piece Status What it does
CLI Available Scaffold, preview, lint, inspect, and render local video projects
Core / Engine / Producer Available Parse compositions, drive headless Chrome, encode video, and mix audio
Catalog Available Reusable blocks and components for transitions, overlays, captions, charts, maps, and effects
Agent skills Available Teach coding agents the video-production patterns that generic web docs miss
Studio Available, evolving Browser surface for previewing and editing compositions
AWS Lambda rendering Available Deploy a distributed render stack and drive renders from your laptop or CI
hyperframes.dev Available Community playground for previewing, iterating, sharing, and rendering HTML-native video projects
frame.md Available Invert your design system for the camera — a DESIGN.md superset an agent can compose video from

Catalog

Install ready-to-use blocks and components:

npx hyperframes add flash-through-white   # shader transition
npx hyperframes add instagram-follow      # social overlay
npx hyperframes add data-chart            # animated chart

Browse the catalog at hyperframes.heygen.com/catalog.

Why HyperFrames?

  • HTML-native: compositions are HTML files with data attributes. No React requirement, no proprietary timeline format.
  • Agent-friendly: agents already write HTML, and the CLI is non-interactive by default.
  • Deterministic: same input, same frames, same output. Built for CI, regression tests, and automated rendering.
  • No build step: an index.html composition plays as-is and can be previewed directly in the browser.
  • Adapter-based animation: bring GSAP, CSS animations, Lottie, Three.js, Anime.js, WAAPI, or a custom runtime.
  • Open source: Apache 2.0 license, with no per-render fees or commercial-use thresholds.

HyperFrames vs Remotion

HyperFrames is inspired by Remotion. Both tools render video with headless Chrome and FFmpeg. The main difference is the authoring model: Remotion's bet is React components; HyperFrames' bet is plain HTML that humans and agents can both write easily.

HyperFrames Remotion
Authoring HTML + CSS + seekable animation React components
Build step None; index.html plays as-is Bundler required
Agent handoff Plain HTML files JSX / React project
Library-clock animations Seekable, frame-accurate via adapters Wall-clock animation patterns need care
Distributed rendering Local and AWS Lambda render paths Remotion Lambda, mature cloud renderer
License Apache 2.0 Source-available Remotion License

Read the full comparison in the HyperFrames vs Remotion guide.

Documentation

Full documentation: hyperframes.heygen.com/introduction

Packages

Package Description
hyperframes CLI for creating, previewing, linting, and rendering compositions
@hyperframes/core Types, parsers, generators, linter, runtime, and frame adapters
@hyperframes/engine Seekable page-to-video capture engine using Puppeteer and FFmpeg
@hyperframes/producer Full rendering pipeline for capture, encode, and audio mix
@hyperframes/studio Browser-based composition editor UI
@hyperframes/player Embeddable <hyperframes-player> web component
@hyperframes/shader-transitions WebGL shader transitions for compositions
@hyperframes/aws-lambda AWS Lambda SDK and deployment surface for distributed renders

Community

HyperFrames is used in production at HeyGen, with community examples from teams like tldraw, TanStack, and others in ADOPTERS.md. Open a PR if your team is using HyperFrames.

Development Note

The repo uses Git LFS for golden regression-test baselines under packages/producer/tests/**/output.mp4 (about 240 MB of .mp4 files). If you're cloning the full repo for development, install Git LFS first:

# macOS
brew install git-lfs

# Ubuntu / Debian
sudo apt install git-lfs

# Windows
winget install GitHub.GitLFS

# Then, once per machine
git lfs install

If you only need source files, you can skip LFS content:

GIT_LFS_SKIP_SMUDGE=1 git clone https://github.com/heygen-com/hyperframes.git

License

Apache 2.0

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Write HTML. Render video. Built for agents.
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