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hyperframes/CLAUDE.md
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Miguel ÁngelandClaude Opus 4.8 57b3c78987 feat(media-use): color grading — grade/lut resolve, smart-grade, grade-compare + compare (#2041)
* feat(media-use): color grading — grade/lut resolve, smart-grade, grade-compare CLI

Add color grading to media-use as first-class resolve types plus a faithful
comparison command. All local, offline, deterministic — no model, no GPU.

- resolve -t grade / -t lut: produce a data-color-grading block (or a frozen
  .cube). Look cascade: core preset (no file) -> bundled .cube library ->
  parametric buildCube. Emitted .cube is Rec.709 and validated against core's
  colorLuts constraints (LUT_3D_SIZE <= 64) before it is frozen.
- smart grade (grade --for <media>): ffmpeg signalstats -> adjust suggestion
  (exposure / contrast / white balance), surfaced with the measured evidence on
  stderr as a starting point; never auto-applied.
- hyperframes grade-compare: renders N candidate grades onto a reference frame
  through the real runtime shader into one labeled comparison PNG, so an agent
  picks a look without opening Studio. Prepends an "original" baseline cell by
  default (--no-baseline to omit). Shares the headless-capture pipeline with
  snapshot via capture/captureCompositionFrame.
- media-use SKILL: proactive "media opportunity pass" guidance (grounded
  signal -> offer, ask once, surface don't mutate).

Verified: media-use 116/116, grade-compare 7/7, snapshot 9/9, lint + format
clean, full build green, comparison renders end to end.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01H5k87mPZ4d6yiFwcWSb8Vv

* test(cli): narrow grade-compare baseline assertion off unknown-typed grading

Assert the whole cell via toEqual instead of reaching into .grading.preset /
.grading.lut on the unknown-typed field, keeping the test typecheck-clean.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01H5k87mPZ4d6yiFwcWSb8Vv

* feat(media-use): agent-authored LUTs via --params + validate --from cube; never-read-.cube guardrail

- resolve -t lut / -t grade --params '<json>': build a parametric .cube from
  explicit params (bypassing the intent cascade), validate, and freeze in one
  step. --intent becomes the optional description. Lets an agent commit a look
  it computed itself.
- --from <file.cube> now validates the ingested LUT for lut/grade types and
  rejects an invalid/oversized cube (no partial write) — the escape hatch for a
  LUT the agent generated with its own code.
- SKILL.md: hard rule to never read a .cube body into context (~size^3 lines,
  zero legible signal) — inspect via grade-compare (see it) or cube-validate
  (ok/size), read the manifest description for meaning; plus both authoring
  paths and the parametric-vs-film-stock ceiling note.

Verified: media-use 116/116, lint + format clean; smokes — --params builds a
valid frozen cube, grade --params returns a lut block, bad JSON and an oversized
--from cube are both rejected with no stray file.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01H5k87mPZ4d6yiFwcWSb8Vv

* fix(cli): grade-compare validates referenced LUTs, warns on no-op cells, caps candidates

Bug-bash follow-ups — grade-compare silently accepted bad input:

- Validate LUT *content*, not just existence: each referenced .cube is parsed
  with core's parseCubeLut (now exported from @hyperframes/core) and rejected
  with a per-cell error ("LUT for \"<label>\" is not a valid .cube: ..."). A
  file that exists but isn't a valid cube no longer renders a silent no-op cell.
- Warn on inactive cells: a grading that normalizes to inactive (e.g. a
  malformed {lut:12345}) emits a stderr warning naming the cell; the
  auto-prepended "original" baseline is intentionally inactive and stays silent.
  stdout remains valid JSON.
- Cap candidates at 16 (excluding baseline): over-cap input renders the first N
  and reports {truncated:true, total:M} on stdout + a stderr note — no silent
  drop, no unbounded giant sheet.

Verified: grade-compare 10/10; non-cube LUT → clear error; {lut:12345} → warning
+ ok; 20 cells → cells=17 truncated total=20; valid runs unchanged. Lint/format
clean.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01H5k87mPZ4d6yiFwcWSb8Vv

* feat(cli): general `hyperframes compare` visual-variant primitive

Generalize grade-compare's "render N variants → one labeled sheet → the agent
looks and picks" loop into a standalone command that works on ANY variation
(font, layout, motion, grade, whole compositions) — the tool never needs to
know what differs.

- `hyperframes compare <path...> [--at <sec>] [--labels a,b,c] [--out] [--cols]
  [--json]`: renders each agent-authored composition variant through the real
  runtime (captureCompositionFrame) and stitches one labeled comparison sheet +
  JSON ({ok, sheet, rendered, variants, truncated?/total?}). 2+ paths required;
  caps at 16 with loud truncation. It presents, it does not judge — choosing is
  the caller's job.
- Factored the shared "render a labeled set → contact sheet" path so compare,
  grade-compare, and snapshot all sit on it (no duplication). grade-compare is
  now the first color-specific specialization of this primitive.
- New pathArgs util + contactSheet test; hyperframes-cli SKILL documents compare
  as the agent's "see your own renders and choose" primitive.

Verified: 26/26 across compare + grade-compare + snapshot + contactSheet (no
regressions); compare renders 3 variants into one visibly-distinct labeled
sheet; 2+-path error path clean; lint/format clean.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01H5k87mPZ4d6yiFwcWSb8Vv

* fix(ci): green the skills CI — skip ffmpeg tests when absent, oxfmt markdown

The "Test: skills" CI job runs bare `node --test` with no ffmpeg on PATH (by
design — skills tests are meant to be node-builtin-only). The grade-analyzer +
smart-grade tests shell to ffmpeg and were failing there with ENOENT. Guard
them to skip when ffmpeg isn't on PATH; they still run locally / where it is.

Also oxfmt README.md + hyperframes/media-use SKILL.md (the whole-repo
`oxfmt --check .` Format job caught markdown left unformatted by the rebase
conflict resolution).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01H5k87mPZ4d6yiFwcWSb8Vv

* fix(ci): skip core-conformance test when tsx is unavailable

The "Test: skills" CI job installs no deps, so the normalizeHfColorGrading
conformance test (which imports core's TS via `node --import tsx`) failed there.
Guard it to skip when tsx can't resolve; runs locally / in the deps-installed
Test job. Completes the skills-CI greening (the ffmpeg guards handled the rest).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01H5k87mPZ4d6yiFwcWSb8Vv

* fix(cli): escape grade-compare src double-quotes (CodeQL XSS) + Windows-safe compare test

- grade-compare built `<img src="...">` (double-quoted) with the single-quote
  escaper, leaving `"` unescaped — a `"` in the frame path could break out
  (CodeQL: incomplete HTML attribute sanitization). Use escapeXml for src.
- compare label test hard-coded POSIX paths that can't match on Windows; assert
  the derived labels (the subject); path resolution is covered elsewhere.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01H5k87mPZ4d6yiFwcWSb8Vv

* refactor(media-use): generate LUT library from params (drop committed .cube files)

The 3 bundled .cube files were 733 lines each (2,199 total) and were themselves
buildCube output — pure repo bloat. Replace with compact per-look params in
luts/index.json, generated on resolve; add an optional `url` for future scanned
LUTs to be CDN-hosted + downloaded on demand (freezeUrl) instead of committed.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01H5k87mPZ4d6yiFwcWSb8Vv

* feat(media-use): serve library LUTs from CDN on-demand (static.heygen.ai/luts), params fallback

Looks now carry a CDN `url` (hosted at s3://heygen-public/luts → static.heygen.ai/luts/<id>.cube);
resolve downloads + validates + freezes on demand, like bgm/image. `params` stays
as the deterministic offline fallback (--local-only, or if the download fails), so
resolution is never blocked on the network. Provider prefers url, falls back to params.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01H5k87mPZ4d6yiFwcWSb8Vv

* fix(media-use): address #2041 review — atomic LUT writes, compare telemetry, follow-ups

- Atomic .cube writes: library provider (url + params) and the parametric
  generator now write to a .tmp path, validate, then rename, so a crash can
  never orphan an invalid .cube at the final path (was validate-after-write).
- track("media_use_resolve") now emits provenance.via (url/params-fallback/params).
- grade-compare + compare: --timeout flag (was hardcoded 5000) and a
  media_use_compare event (cells, truncated, total, render_ready_timed_out);
  openSettledCompositionPage now surfaces the render-ready timeout.
- compare staging skips node_modules/.git; --for gets an upfront existence check.
- Rec.709 luma comment; HYPERFRAMES_ANALYZE_TIMEOUT_MS override; measured note
  uses basename; LUT s3 hosting moved from index.json into luts/README.md.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01H5k87mPZ4d6yiFwcWSb8Vv

---------

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-08 22:20:16 -04:00

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Markdown

# Hyperframes
Open-source video rendering framework: write HTML, render video.
## Skills
This repo ships 20 AI agent skills via [vercel-labs/skills](https://github.com/vercel-labs/skills). Install them before writing compositions — they encode framework-specific patterns that generic docs don't cover.
```bash
npx skills add heygen-com/hyperframes --full-depth # interactive picker
npx skills add heygen-com/hyperframes --all --full-depth # install all 20 (skips picker)
npx skills add heygen-com/hyperframes --skill <name> --full-depth # just one (bare name, no leading slash)
```
Keep `--full-depth`: it installs the current `main`. Without it, `skills add` fetches the skills.sh registry blob, which lags `main` by hours (you'd get a stale skill). `hyperframes skills update` already uses full-depth.
**`/hyperframes` is the entry skill — read it first.** It's the capability map for the domain skills below AND the intent router for the creation workflows. The full README skills section mirrors this list; keep them in sync (see "Skill catalog maintenance" below).
### Creation workflows
- `/product-launch-video` — a **product** URL (or a pre-written script / text brief in no-capture mode) → product launch / promo video, up to ~3 min (sweet spot ~30-90s).
- `/website-to-video` — a **general** website / URL → a video _of_ the site (tour / showcase / social clip from captured screenshots + assets); for a product **launch / promo**, use `/product-launch-video`.
- `/faceless-explainer` — arbitrary text, **no URL and no website capture** → faceless explainer, up to ~3 min (sweet spot ~30-90s); every visual is LLM-invented (typography / abstract graphics / diagram / data-viz).
- `/pr-to-video` — a GitHub PR (URL / `owner/repo#N` / "this PR") → code-change explainer, up to ~3 min (changelog / feature reveal / fix / refactor). A PR link, not a product website.
- `/embedded-captions` — an existing talking-head video (MP4) → the same footage with captions / subtitles added (verbatim rail + embedded climax, or pure-cinematic embed); the footage itself is untouched (no NLE-style editing).
- `/talking-head-recut` — an existing talking-head / interview / podcast video (MP4) → the same footage packaged with designed **graphic overlays** (kinetic titles, lower-thirds, data callouts, pull-quotes, side panels, PiP) synced to the transcript; the clip plays unchanged underneath, footage untouched. For plain captions/subtitles → `/embedded-captions`.
- `/motion-graphics` — a short (typically under 10s) design-led **motion graphic**, motion-is-the-message, no narration: kinetic type, a stat / number count-up, a chart, a logo sting, a lower-third / overlay, or an animated tweet / headline / captured-page highlight; rendered to MP4 or a transparent overlay. Longer / narrated / custom → `/general-video`.
- `/music-to-video` — a **music track** (audio file, or video to pull audio from) → beat-synced video (lyric / slideshow / kinetic promo). Music drives pacing; user-supplied images / videos are cut onto the same beat grid.
- `/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` — fallback for any other video creation (title card, longer brand / sizzle reel, multi-scene montage, static loop, custom composition); the original hyperframes flow — design → plan → layout → build → validate, any length.
- `/remotion-to-hyperframes` — port an existing Remotion (React) composition 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:
- `/hyperframes-core` — the composition contract: `data-*` timing attributes, `class="clip"`, tracks, sub-compositions, variables, framework-owned media playback, determinism rules. Read before writing composition HTML.
- `/hyperframes-animation` — all animation knowledge: atomic motion rules, scene blueprints, transitions, runtime adapters (GSAP default, plus 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, text trails, 3D depth; plus `hyperframes keyframes` diagnostics for surfacing and verifying rendered motion.
- `/hyperframes-creative` — non-animation creative direction: `frame.md` / `design.md` handling, 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 `scripts/audio.mjs` engine + manifest tracking; keeps search noise on disk.
- `/hyperframes-cli` — CLI dev loop: `init`, `add`, `lint`, `validate`, `inspect`, `preview`, `render`, `publish`, `doctor`, `lambda` (AWS Lambda cloud rendering).
- `/hyperframes-registry` — install and wire registry blocks and components into compositions via `hyperframes add`. Covers 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.
## Skill catalog maintenance
When adding a new skill, or substantially renaming / repurposing an existing one, update all agent-facing discoverability surfaces in lockstep:
1. The skill list above (CLAUDE.md) AND the workflow list in the root `AGENTS.md` (it carries workflows only, no domain-skill section) AND the `## Skills` section in `README.md` AND `docs/guides/skills.mdx` (rendered at [hyperframes.heygen.com/guides/skills](https://hyperframes.heygen.com/guides/skills)). Out-of-date entries silently kill discovery.
2. The scaffolded project template `packages/cli/src/templates/_shared/CLAUDE.md` + `AGENTS.md` — written into every `hyperframes init` project, so a stale entry there ships to users. The two template files must stay byte-identical.
3. If the skill changes the routing surface for "make a video" requests, also update the capability map and intent router in `skills/hyperframes/SKILL.md` — that's the canonical router agents read first.
4. Mirror the Router / Creation workflows / Domain skills grouping across all surfaces so a skill always lives in the same column.
5. Skill count appears in the README and CLAUDE.md intro lines ("20 AI agent skills…") — update on add/remove. The `docs/guides/skills.mdx` page and the CLI templates deliberately omit a count to avoid drift; keep them count-free.
The skill's own `SKILL.md` frontmatter `description:` is the source of truth for the one-line "use when" blurb; copy from there into the catalog rather than paraphrasing.
## Build & Test
```bash
bun install # Install dependencies (NOT pnpm — do not create pnpm-lock.yaml)
bun run build # Build all packages
bun run test # Run all tests
```
### Linting & Formatting
Uses **oxlint** and **oxfmt** (not eslint, not prettier, not biome).
```bash
bunx oxlint <files> # Lint
bunx oxfmt <files> # Format
bunx oxfmt --check <files> # Check formatting (CI / pre-commit)
```
Always lint and format changed files before committing. Lefthook pre-commit hooks enforce this automatically.
### Composition Validation
After creating or editing any `.html` composition:
```bash
npx hyperframes lint # Static HTML structure check
npx hyperframes validate # Runtime check (headless Chrome — catches JS errors, missing assets)
```
Both must pass before previewing or considering work complete.
## Project Structure
```
packages/
cli/ → hyperframes CLI (create, preview, lint, render)
core/ → Types, parsers, generators, linter, runtime, frame adapters
engine/ → Seekable page-to-video capture engine (Puppeteer + FFmpeg)
player/ → Embeddable <hyperframes-player> web component
producer/ → Full rendering pipeline (capture + encode + audio mix)
shader-transitions/ → WebGL shader transitions for compositions
studio/ → Browser-based composition editor UI
registry/
blocks/ → Installable sub-composition scenes (50+)
components/ → Installable effects and snippets
examples/ → Starter project templates
docs/ → Mintlify documentation site (hyperframes.heygen.com)
skills/ → AI agent skill definitions
```
## Key Conventions
- **Package manager**: bun (not pnpm, not npm for workspace operations)
- **Commit format**: Conventional commits (`feat:`, `fix:`, `docs:`, `refactor:`, `test:`)
- **TypeScript**: Avoid `any` and `as T` assertions. Prefer type guards and narrowing.
- **Compositions**: HTML files with `data-*` attributes. Clips need `class="clip"`. GSAP timelines must be paused and registered on `window.__timelines`.
- **Frame Adapters**: Animation runtimes plug in via the seek-by-frame adapter pattern. GSAP is the primary adapter.
- **Deterministic rendering**: No `Date.now()`, no unseeded `Math.random()`, no render-time network fetches.
## Documentation
- Docs: https://hyperframes.heygen.com/introduction
- Catalog (50+ blocks): https://hyperframes.heygen.com/catalog/blocks/data-chart