Vance IngallsandClaude Opus 5 cc40e35aa0 feat(engine): render the FX chain offline, and the carve analysis behind it (#3021)
* feat(engine): render audio FX in an OfflineAudioContext

Reads `data-fx-chain` off an audio element and runs the chain over the trimmed
WAV before volume automation is baked in — effects should see the raw signal,
and the envelope belongs on their output.

The processing happens in an OfflineAudioContext inside the headless browser
the engine already drives, running the same graph builders the studio previews
with. That is the point of the approach: one implementation per effect, so the
render agreeing with the preview is a property of the architecture rather than
a tolerance to police. Reimplementing each effect as an FFmpeg filter would
mean two implementations to keep in step, and for the dynamics processors and
modulated delays there is no filter that behaves the same way.

`build:audio-fx-runtime` bundles the graph builders into an injectable IIFE,
following the same pattern as the existing runtime artifacts, so the browser
runs exactly the code the studio does.

The page loads from a file:// URL rather than about:blank because AudioWorklet
is only exposed in a secure context — the compressor, limiter, gate and
bitcrush processors would otherwise fail to register with an opaque error.
file:// qualifies and needs no listening socket.

The chain is serialised into the attribute the way colour grading carries its
config, so there is no side-car file to resolve or lose.

An FX failure is fatal for the whole mix rather than a per-track soft failure.
Every other audio failure mode degrades gracefully — the track drops, siblings
continue — but substituting the dry signal for a processed one ships a render
that sounds plausible and is not what the author set up. Since the per-element
work races under Promise.all, an internal AbortController chained off the
caller's signal aborts in-flight siblings before workDir is removed.

* feat(core): voiceover carve analysis

Finds the bands a voice occupies so a music bed can be dipped there, letting
the voice sit in front without ducking the whole track.

Carve is a relationship between two tracks rather than an effect on one, so it
stays out of the FX chain. What it emits is an ordinary chain of peaking
filters, so a carve composes with whatever else is on the track and needs no
separate rendering path.

Selection is weighted toward intelligibility rather than raw voice energy.
Ranking purely by power lands on the fundamental almost every time, because
that is where a voice is loudest — but the masking that actually hurts a
voiceover happens higher up, and dipping 160 Hz mostly just thins the bed. The
bias is a control, not a constant: at 0 it follows raw energy, at 1 it weights
toward 1-3 kHz.

Ranking happens in dB, which matters more than it looks. Speech spreads 20-30 dB
across these bands — it falls off roughly 6 dB per octave above the fundamental
— so a weighting has to be on that scale to move anything at all. A
multiplicative weight of `1 - bias + bias * shaped` is bounded below by
`1 - bias`, capping its influence at 10*log10(1/(1 - bias)): 5.2 dB at the 0.7
default, 3 dB at 0.5. That is no influence against a real voice — every bias
short of ~0.95 would rank exactly like bias 0 and carve the fundamental, the
outcome the bias exists to prevent, while looking decisive against a fixture
whose bands sit 2 dB apart. So the bias is a dB penalty, zero at 2 kHz and worth
up to 30 dB at full strength, and relative cut depths come from a dB difference
rather than a ratio of weighted linear powers.

The bias reweights ranking without overriding the spectrum — a band the voice
has no energy in is not worth carving, and scores -Infinity rather than
competing — so a strongly low-pitched voice can still select low at full bias.
What the tests hold is that biasing never selects lower than the unbiased
ranking, that the DEFAULT bias reaches the presence region on a voice with a
realistic tilt, and that bias 0 still follows raw power exactly.

Includes a radix-2 FFT rather than a dependency; one Welch-style averaged
spectrum over third-octave bands does not justify pulling in a DSP library.

* fix(engine): keep the FX render 16-bit, stereo, and correctly sized

Three defects in the offline FX path, none of which any test could see.

**Float output silently disabled sample-accurate volume automation.** The writer
emitted 32-bit IEEE float; the very next mixer step bakes the volume envelope
into the samples and accepts only 16-bit PCM, returning null otherwise. So
enabling any effect downgraded that track to the ffmpeg expression path — capped
at 32 straight segments, quantising a curved envelope, and on a dense one falling
back to base volume. It now writes 16-bit PCM, clamped rather than wrapped so a
limiter at 0 dB or a resonant filter cannot turn overshoot into a click. A test
asserts the baker accepts the writer's own output and actually fades it.

**Everything was folded to mono.** `prepareAudioTrack` goes out of its way to
emit stereo — its pan filter exists to dodge ffmpeg's 3 dB mono-to-stereo
rematrix — and this folded it, then wrote one channel. So adding a single peaking
EQ collapsed a bed's width and cost ~3 dB in the render, while preview stayed
stereo. Channels now travel as one plane each, through an OfflineAudioContext of
the same width, and come back interleaved.

**Small results decoded the wrong length.** `new Float32Array(buf.buffer)`
discards byteOffset and byteLength, and Node pools small allocations: a 400-byte
payload sits at offset 8 inside an 8 KiB pool, so a clip under ~1024 samples
decoded as 2048 samples of unrelated memory — and the empty-result guard could
not see it. The reader has the mirror-image fix: a float data chunk on an odd
boundary (ffmpeg's pcm_f32le writes fmt(18) + fact, landing `data` at 58) now
copies instead of throwing RangeError on an unaligned view.

The tail limitation is now stated rather than mis-stated: the context is exactly
as long as the input, so a reverb or delay still ringing is cut there. The old
comment claimed the opposite. How far a tail may run past a clip's end changes
the clip's length in the mix, so it is a product decision, not one to make here.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix(producer): report an FX render failure as an audio error

`processCompositionAudio` reports per-track failures in its result, but an FX
failure it cannot degrade past — a browser that will not launch, a chain that
will not build — rejects instead. `runAudioStage` had no try, so that rejection
escaped to the orchestrator as an unclassified pipeline exception, losing the
stage/owner/retryable classification this stage exists to attach, and skipping
its abort check on the way out.

It now lands in `audioError` alongside every other cause, while an abort still
keeps its own shape rather than being reported as an audio problem.

Not done here: committing the generated `audio-fx-runtime-inline.ts` so a fresh
clone typechecks packages/engine without building first. The bundle is built from
the stub, and the stub changes three times across this stack — so the artifact
differs per branch and would conflict on every restack. Its model,
position-edits-render-inline.ts, is committed only because it is stable. Building
before testing is this monorepo's existing contract (studio's tests need core's
dist too), so the gap is not specific to audio FX and is better closed by a build
ordering gate than by committing a per-branch artifact.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* test(engine): skip the browser FX render cases when there is no browser

CI's `Test` job was red on this PR with four failures, all the same cause:

  Failed to launch the browser process: spawn
  /home/runner/.cache/hyperframes/chrome/chrome-headless-shell

The job installs ffmpeg and no browser, deliberately — every other suite
that needs an external binary already guards on it
(`describe.skipIf(!HAS_FFMPEG)`). These cases were the only ones assuming
a Chrome, so they failed on an absent dependency rather than on anything
about the code.

Guards on `resolveHeadlessShellPath()` — the same resolver
`acquireBrowser` launches through, so the check cannot drift from the
thing it guards the way a hard-coded cache path would. A configured path
that does not exist throws; that is caught and read as "cannot run here".

Checked both directions rather than just the green one: with a browser all
11 cases run and pass, and with `HYPERFRAMES_BROWSER_PATH` pointed at a
missing binary exactly 3 skip and the other 8 still run. A guard that
silently skipped everything would have looked identical in CI.

They keep their value where it exists — every developer machine, and any
job that has run `hyperframes browser ensure`.

Not touched: the CodeQL failure on this PR is a run from 2026-08-07, five
days and several force-pushes stale. None of the 17 open repo alerts are
in files this PR changes; it re-runs on this push.

* chore(engine): suppress the temp-file alert with the reason it is safe

CodeQL flags `writeWav`'s `writeFileSync` as js/insecure-temporary-file
(high) — the one new alert on #3021, and the reason its CodeQL check is
red.

It is a false positive, and the comment says why rather than just silencing
it: `path` is always inside a directory made by `mkdtempSync`, never a
name assembled directly under `tmpdir()`. Both callers are covered — the
browser host page writes into `mkdtempSync(join(tmpdir(), "hf-fx-host-"))`,
and the render output goes to the producer work dir, itself
`mkdtempSync(join(tempRoot, "producer-project-"))`. mkdtemp picks the
random suffix and creates the directory 0700 in one syscall, so the
predictable filename inside it cannot be pre-created or symlinked by
another user, which is the attack the rule is about. The analyzer sees the
dataflow reach `tmpdir()` and not the mkdtemp in between.

Suppressed inline rather than dismissed in the UI, so the justification
lives next to the code and the rule stays live for anything added later in
this file. Matches the repo's existing convention — `planV2.ts:222`
carries an `lgtm[js/insecure-temporary-file]` for a different reason on
the same rule.

Correcting myself: I first reported this alert as not real, having
intersected the PR's files against the default-branch alert list, which
does not contain PR-ref alerts. Querying ?ref=refs/pull/3021/merge returns
it straight away.

* test(engine): probe ffmpeg and Chrome instead of assuming them

Two failures on #3021's Test job, both about the environment rather than
the code under test.

**Bare `ffmpeg` is not on PATH in CI.** The 16-bit fixture shelled out to
`execFileSync("ffmpeg", ...)` and died with ENOENT. The job does provide
ffmpeg, through `prepare-ffmpeg-bin`, which is what `getFfmpegBinary()`
resolves — every other ffmpeg-dependent suite in this package already goes
through it. Now this one does too, and the case is `skipIf(!HAS_FFMPEG)`
so a contributor without ffmpeg skips rather than fails.

**The browser guard trusted the wrong thing.** It asked
`resolveHeadlessShellPath()` and treated a returned path as "a browser is
here". CI's cache holds a chrome-headless-shell that resolves and then
fails to spawn — a partial download is indistinguishable from a working
one by `existsSync`, which is all that resolver checks. So the three
browser cases ran anyway and failed on the launch.

It now runs `--version` and requires exit 0, which is the same probe the
ffmpeg suites use: ask the binary, do not infer from the filesystem.

Checked both directions rather than just the green one. With a working
browser all 11 cases run and pass; with `HYPERFRAMES_BROWSER_PATH` pointed
at a binary that exits non-zero — CI's exact situation — exactly 3 skip
and the other 8 still run. A guard that quietly skipped everything would
have looked identical on the CI summary.

---------

Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-12 09:13:12 -07:00
2026-08-11 16:19:20 -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 --full-depth

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 a non-interactive skills add without --skill installs all 19.

--full-depth does a full clone of the repo's current main. Without it, skills add fetches the skills.sh registry blob, which lags main by hours — you'd get an older copy of a skill. (hyperframes skills update already installs full-depth.)

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 19 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 --full-depth) 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 19. Use npx skills add heygen-com/hyperframes --all --full-depth to install all 19 deliberately (skips the picker), or npx skills add heygen-com/hyperframes --skill <name> --full-depth for just one (bare name, no leading /). Keep --full-depth — it installs the current main; without it skills add fetches the skills.sh blob, which lags by hours.

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-registry Install and wire registry blocks and components into compositions via hyperframes add. 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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