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hyperframes/skills/hyperframes-cli/SKILL.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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---
name: hyperframes-cli
description: HyperFrames CLI dev loop. Use when running npx hyperframes init, add, catalog, capture, lint, validate, inspect, layout, snapshot, compare, grade-compare, preview, play, render, publish, feedback, lambda, doctor, browser, info, upgrade, skills, compositions, docs, benchmark, telemetry, transcribe, tts, or remove-background, or when troubleshooting the HyperFrames build/render environment. Entry point for AWS Lambda cloud rendering (`hyperframes lambda deploy / render / progress / destroy / policies / sites`).
---
# HyperFrames CLI
Everything runs through `npx hyperframes` unless project instructions specify a local wrapper. Obey the local wrapper exactly. Requires Node.js >= 22 and FFmpeg.
## Workflow
1. **Scaffold**`npx hyperframes init my-video` (or `capture` from a URL). `init` also checks the installed skills against the latest on GitHub and updates the global set if any are out of date. The `--skip-skills` flag is currently neutered (temporary, while the skills.sh registry catches up), so every `init` runs this check and pulls our latest skills regardless.
2. **Write** — author HTML composition (see the `hyperframes-core` skill)
3. **Lint**`npx hyperframes lint`
4. **Validate**`npx hyperframes validate` (runtime errors + contrast)
5. **Visual inspect**`npx hyperframes inspect`
6. **Preview / edit**`npx hyperframes preview` opens **Studio**, the timeline editor where the user can manually edit anything (not just watch). Review there, then ask before rendering.
7. **Render** — pick the variant:
- Iterate: `npx hyperframes render --quality draft`
- Deliver: `npx hyperframes render --quality high --output out.mp4`
- CI / cross-host repro: `npx hyperframes render --docker --strict --output out.mp4`
- Cloud (long / large): `npx hyperframes lambda render ./my-project --width 1920 --height 1080 --wait` (see Lambda below)
8. **Report feedback** — after verifying the output, `npx hyperframes feedback --rating <1-5> --comment "..."` once per task (see Agent Conventions).
Run lint, validate, and inspect before preview. `lint` catches missing `data-composition-id`, overlapping tracks, and unregistered timelines. `validate` loads the composition in headless Chrome and reports runtime console errors plus WCAG contrast issues. `inspect` seeks through the timeline and reports text spilling out of bubbles/containers or off the canvas — and, when a `*.motion.json` sidecar is present, verifies motion intent (entrances firing under seek, stagger order, in-frame, liveness) against that same seeked timeline.
For motion-heavy work, prefer snapshot-driven iteration and a `*.motion.json` sidecar — see `references/lint-validate-inspect.md` for the discipline and motion-verification spec. To compare agent-authored candidate variants, use `npx hyperframes compare <path...> [--at <sec>] [--labels a,b,c] [--out compare.png] [--cols n] [--json]` to render each composition through its own runtime, assemble one labeled sheet, inspect it side by side, and choose. For color-grade selection, use the color-specific sibling `npx hyperframes grade-compare --for <frame> --grades grades.json` (or `--luts a.cube,b.cube`) to render every grading candidate through the real WebGL grading runtime into one labeled PNG before choosing the winner.
## Agent Conventions
Cross-cutting rules that hold for every command:
- **`--json` is available on every command except `render`, `preview`, and `play` server modes.** Use it for any agent / CI invocation of the supported commands; output includes a `_meta` envelope (cli version, latest available, update advice). `render` reports status via stdout + exit code only — verify success with the post-render check below. `preview --selection --json` and `preview --context --json` are the preview exceptions: they do not start a server, they query the user's running Studio session and exit.
- **`doctor --json` always exits 0**, even when the environment is broken. Gate on the payload's `ok` field: `npx hyperframes doctor --json | jq -e '.ok' > /dev/null`. This insulates pipelines from CLI release churn.
- **Non-TTY mode is auto-detected.** When `stdout` is not a TTY (CI, agents, piped output) the CLI auto-switches to non-interactive; `init` then **requires `--example`**. Pass `--non-interactive` to force this mode even on a TTY.
- **CI gating on render**: `--strict` fails on lint errors, `--strict-all` fails on warnings too, `--strict-variables` fails on undeclared `--variables` keys.
- **Paths in `--json` are redacted** — `$HOME` becomes the literal `$HOME` so output is safe to paste into bug reports and agent contexts.
- **Render is user-gated.** Never auto-render once the checks pass. Pause at `preview`, tell the user the video is editable in Studio, and render only after they approve.
- **Use Studio context for user-directed edits.** When the user says "this selected element", "the thing I clicked", "current selection", or similar, ask them to select it in Studio, then run `npx hyperframes preview --context --json --context-fields selection`. Use the returned `selection.target.hfId` / `selector`, `selection.sourceFile`, `selection.currentTime`, and `selection.thumbnailUrl` to anchor the edit. If `selection` is `null` and `errors.selection.code` is `no-selection`, ask the user to click the element and rerun; do not guess from screenshots.
- **Keep Studio context compact.** `preview --context --json` returns compact selection by default. Add `--context-fields selection`, `--context-fields selection,lint`, or `--context-fields lint` to avoid bloating agent context. Use `--context-detail full` only when you need heavy fields like computed styles, inline styles, or text-field metadata.
- **Post-render verification.** After `render` returns exit 0, confirm the output file exists and has plausible size before reporting success: `[ -s "$OUTPUT" ] || echo "render produced no output"`. The CLI prints `◇ <path>` on success; for long renders also sanity-check duration with `ffprobe -i "$OUTPUT" -show_format -v error`.
- **Report feedback after a successful render.** Once the output is verified, run `npx hyperframes feedback --rating <1-5> --comment "..."` once per task to report how the run went — `5` clean, lower when you hit friction. Put any bug, workaround, missing feature, or confusing behaviour you encountered in `--comment` (include the failing composition pattern and what you tried). This is the project's primary signal channel; renders that go silent leave the maintainers blind. Skip only when telemetry is disabled or the user opted out.
## Routing
| Want to… | Read |
| ---------------------------------------------------------------------------------------------------------- | ------------------------------------- |
| Scaffold a project (`init`, `capture`, `skills`) | `references/init-and-scaffold.md` |
| Check correctness (`lint`, `validate`, `inspect`, `snapshot`) | `references/lint-validate-inspect.md` |
| Preview or render (`preview`, `play`, `render`, `publish`) | `references/preview-render.md` |
| Diagnose the environment (`doctor`, `browser`) | `references/doctor-browser.md` |
| Cloud render on AWS Lambda (`lambda deploy / sites / render / progress / destroy / policies`) | `references/lambda.md` |
| Everything else (`info`, `upgrade`, `compositions`, `docs`, `benchmark`, `telemetry`, asset preprocessing) | `references/upgrade-info-misc.md` |
## Cross-Skill Hand-Offs
- **Tailwind projects** (`init --tailwind`) → use `hyperframes-core` (Tailwind reference) before editing classes or theme tokens.
- **Registry blocks/components** (`hyperframes add`, `hyperframes catalog`) → use `hyperframes-registry` for install paths, sub-composition wiring, and snippet merging.
- **Asset preprocessing** (`tts`, `transcribe`, `remove-background`) → use `media-use` for voice selection, Whisper model rules, captions, and TTS-to-captions chain.
- **Parametrized renders** (`--variables`) → declared via `data-composition-variables` on `<html>`; see `hyperframes-core` for the full schema.
## Lambda (Cloud Rendering)
`hyperframes lambda` deploys distributed rendering to AWS Lambda and drives renders from your laptop or CI. End-to-end is three commands:
```bash
npx hyperframes lambda deploy # provision SAM stack (Lambda + Step Functions + S3)
npx hyperframes lambda render ./my-project --width 1920 --height 1080 --wait
npx hyperframes lambda destroy # tear down (S3 bucket is retained)
```
Use Lambda when a render is too long / too large for one host (multi-minute videos, 4K, large parallel batches) and you have AWS credentials configured. For dev-loop iteration stay on local `render`.
See `references/lambda.md` for prerequisites, all 6 subcommands (`deploy`, `sites create`, `render`, `progress`, `destroy`, `policies`), IAM policy validation, state files, and cost / cleanup rules.
## Minimum Completion Gate
### Static gates
```bash
npx hyperframes lint
npx hyperframes validate
```
Add `inspect` for layout-sensitive work and `render --strict` in CI to fail on lint errors.
### Visual smoke test — required when the project uses sub-compositions
`lint` / `validate` / `inspect` evaluate each composition **in isolation**. They never load `index.html` and mount sub-compositions via `data-composition-src`, so they cannot catch cross-file mount failures (see `hyperframes-core``references/sub-compositions.md`, "Common pitfalls"). The only gate that catches them is one that actually loads `index.html` and seeks the timeline.
Use `hyperframes snapshot` — it loads the project the same way `render` does (so it exercises the same mount path) but only captures the timestamps you request, so it's seconds instead of a full render:
```bash
# Capture one frame at the midpoint of every sub-composition.
# Midpoints = data-start + data-duration/2 for each host slot in index.html.
npx hyperframes snapshot --at <t1>,<t2>,<t3>,...
# Or, if you don't need per-scene targeting, an evenly-spaced sample:
npx hyperframes snapshot --frames 9
```
Output lands in `snapshots/frame-NN-at-Xs.png`. Eyeball each frame against the scene plan.
Per-frame red flags (each maps to a specific failure mode the static gates miss):
| What you see | Root cause |
| ---------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------- |
| Text shows up tiny + unstyled in the top-left corner | `<style>` block left in `<head>` outside `<template>` (Pitfall 1) — no CSS reached live DOM |
| SVG/icon elements blown up to canvas-size | Same as above — no width/height constraints applied |
| Hero element of the scene is missing entirely; only background + watermark visible | Host-id ≠ template id (Pitfall 2) — timeline never ran, frame captured at initial state |
| Snapshot command logs `Sub-composition timelines not registered after 45000ms` | Pitfall 2 — direct confirmation |
`snapshots/` can be deleted after eyeballing; the user-facing final render is a separate pass with `npx hyperframes render`.