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hyperframes/skills/hyperframes-cli/references/cloud.md
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WaterrrForever b9be0b2625 feat(skills,studio,media-use): the intent layer, review loop, and user memory — BRIEF.md, companion mode, recipes; /website-to-video folds into /product-launch-video (#2133)
* feat(studio,cli): per-frame board comments, self-refreshing storyboard, status-aware preview landing

Per-frame comment boxes on the storyboard board batch into
.hyperframes/frame-comments.json (a resubmit wins per frame; unconsumed
comments on other frames are kept). Submitted-but-unconsumed comments
stay visible — a toolbar banner plus a per-tile echo — until the agent
consumes the file; the banner also says what to do next (reply anything
in the agent chat).

The board keeps itself current: GET /projects/:id/signature exposes the
watcher-cached project signature, the storyboard payload carries the
signature it was derived from, and the view polls at 2s (hidden tabs
skipped, re-checked on visibility), refetching in place with no loading
flash. Posters bake the signature into their URL so tiles fill in as
sketches land and a poster that failed mid-write retries on the next
version; the empty state upgrades itself when STORYBOARD.md appears,
and its handoff prompt now points the agent at the review loop and uses
the parser's real status vocabulary (outline, not planned).

preview lands the browser on the storyboard view while the board is the
review surface — any frame built, or pure planning (srcs declared, none
on disk yet) — and on the timeline once the video is assembled.

* feat(skills): the review loop — plan, sketch, build as one shared process

hyperframes-core/references/review-loop.md is the single source for the
three-pass collaborative review: the plan proposed on a live board
(§ 1), wireframe sketches marked built with one layout question (§ 2 —
real words on plain blocks, run no CLI; a confirmed board is itself a
valid deliverable when the user asked for a storyboard, not a video),
the build dressing confirmed layouts (§ 3, worker or inline), and the
final look (§ 4). Autonomous runs skip every gate and keep one question
before render.

The three narrative workflows' Steps 3/4/6 collapse to references plus
their sketch stand-ins (captured-asset blocks for product-launch-video,
plain code panels for pr-to-video); the confirmed-sketch handoff stays
in each frame-worker prompt. general-video plans on a board for
multi-scene narrative pieces in collaborative mode — its sketch pass is
layout-before-animation with the user watching. The router treats
"I want a storyboard" as a process request rather than a route, and
closes exploratory intake by recommending a route plus how the run will
review.

The supporting contracts land next door: the comments channel (silent
submit, one reply picks it up, check the file before the words) in
brief-contract § 1; the sidecar schema and the built status rung in
storyboard-format; the mode question asked first and alone in the three
workflows' Step 0.

* feat(media-use): user memory — remembered preferences and frozen recipes

Two tiers of memory on media-use's existing two-tier storage split.

Preferences (lightweight): confirmed brief answers — destination, aspect,
language, mode, voice, style preset — recorded to the project's
.media/preferences.json (committed, the team inherits it) and promoted
to the personal ~/.media/preferences.json once the same value is
confirmed in two different projects (a sightings ledger accumulates the
cross-project evidence user-side, since project files can't see each
other). prefs.mjs get/record; merge reads project-over-user; a changed
value restarts its provenance.

Recipes (heavyweight): one approved run frozen as a named, versioned
bundle — frame.md, the storyboard skeleton (structure kept: durations,
transitions, srcs, Video direction; statuses reset to outline; content
blanked to per-frame fill-ins naming the beat's role), and the confirmed
brief values. Named folders, not content hashes: re-freezing bumps
version and archives <name>@v<N>; a freeze is already confirmed, so it
promotes to the user tier immediately. recipe.mjs freeze/list/use, plus
resolve --type recipe --entity <name> delegating like grade/lut.

16 new node --test cases; the media-use lib suite is 168/168.

* feat(skills): wire user memory into the brief and the review loop

brief-contract § 2 gains Remembered defaults: read the merged
preferences before Round 2 and let a remembered value become the
recommended option with a receipt naming its source project. Memory
changes the default, never the question — every ask-marked field still
gets asked, and what the request says this time beats what was picked
last time. Record only what the user actually confirmed (a defaulted
voice nobody chose is not an answer; a "go" that accepts the
recommended defaults is). The first record announces itself once;
after that the receipts carry the reminder. In autonomous mode a
remembered value becomes the decided value, receipt included.

The three narrative workflows read the remembered defaults before
Round 2, record the confirmed answers at the Step 0 gate, record the
chosen preset at the Step 2 gate (pr-to-video excepted — its preset is
fixed), and fall back to the remembered voice when the request names
none. general-video's discovery reads the same defaults.

Recipes wire in at both ends: Step 0 checks for a matching recipe
before the mode question — one question, plural-aware, and adopting
one fills the brief, skips the design step, and drafts the storyboard
from the frozen skeleton while every review gate still runs. The
review loop's final look (§ 4) offers the freeze once after approval,
and the confirmation teaches the recall phrase — the name is something
the system reminds the user of, never something they must remember.
The router recognizes a named recipe or "like last time" as a route.

* docs(skills): the sketch pass names check, not the deprecated validate

* feat(skills): intent-layer references — process, route briefs, capability menu, BRIEF.md format

* feat(media-use): brief skeleton as the recipe's fourth artifact; flow/storyboard preference keys

* feat(skills): the intent layer conducts every brief — workflows execute BRIEF.md

* feat(skills): retire the mode preference key; sync catalog surfaces for intent layer

* refactor(skills): dedupe router vs intent-layer guidance — one owner per rule

* feat(skills): the design ask — own spec, pick by eye from showcases, or defer

* docs(skills): the design ask says the honest line on capture routes

* feat(skills): product-launch-video absorbs website-to-video as the tour angle

* refactor(skills): keep product-launch-video pristine — a tour is brief intent, not a pipeline branch

* feat(skills): production loop + genre lenses; general-video goes freeform (route yours, laws hold)

* refactor(skills): /hyperframes is the front door - route tables and scope lists leave the workflows

* docs(skills): review-loop pass across skill catalog

* fix(cli): pass project dir to openStudioBrowser in background-server path

* feat(skills): add pitch-round reference - verbalized sampling concept gate

* feat(skills): wire pitch round into intent layer - completeness triage + route eligibility

* feat(skills): editorial capability recommendations, handoff disciplines, menu-probe split

* feat(skills): pitches carry their machinery; source-only-formed requests pitch the telling

* feat(skills): companion goes director - ceiling treatment plus blueprint/rule citation discipline

* fix(scripts): sandbox npx-leak guard - private npm global prefix keeps npx on the branch CLI

* chore(skills): resync manifest hash after formatter pass reflowed general-video tables

* fix(skills): recipe freeze reads workflow from BRIEF.md; style_preset records require workflow scope

Two holes found by a live companion-run freeze: the agent-supplied --workflow
contradicted the run's actual workflow (recipe.json said faceless-explainer,
brief-skeleton said general-video), and the style_preset lookup missed because
the preference had been recorded under the bare key.

- freezeRecipe resolves the workflow from BRIEF.md frontmatter; the flag is a
  fallback for briefless projects and a contradicting flag is ignored (noted).
- recordPreference refuses a bare style_preset — the scoped key is the only
  writable shape; freeze tolerates legacy bare records via read fallback.
- review-loop § 4 / media-use SKILL / brief-format wording follow the machinery.
2026-07-15 21:19:14 +08:00

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# cloud — HeyGen-hosted rendering (zero-infra)
`hyperframes cloud render` renders a composition on HeyGen's managed cloud. The CLI zips the project, uploads it, runs the render on HeyGen's infrastructure (Chromium + FFmpeg), and downloads the finished video. Nothing to deploy, and no Chrome/FFmpeg/AWS to manage; you pay per credit.
```bash
npx hyperframes auth login # one-time sign-in
npx hyperframes cloud render # zip, upload, render, download
```
## When to use managed cloud, Lambda, Cloud Run, or local
- **`hyperframes render`** (local): fastest iteration loop, use while authoring.
- **`hyperframes cloud render`**: zero-infra. HeyGen runs the render and you pay per credit. This is the default answer to "render in the cloud" when you don't want to manage Chrome/FFmpeg/AWS.
- **`hyperframes lambda render`**: bring-your-own-AWS distributed rendering with chunked parallelism. Only worth it when you've already invested in AWS (see `lambda.md`).
- **`hyperframes cloudrun render`**: bring-your-own-GCP distributed rendering through Cloud Run and Workflows. Use only when GCP ownership is explicit (see `cloudrun.md`).
## Authentication
Cloud rendering needs a HeyGen credential, stored at `~/.heygen/credentials` (`0600`) and shared with the [`heygen` CLI](https://github.com/heygen-com/heygen-cli): sign in with one and the other picks up the session.
```bash
npx hyperframes auth login # OAuth 2.0 + PKCE, opens the browser
npx hyperframes auth login --api-key # CI/headless: hidden prompt, or pipe: echo "$HEYGEN_API_KEY" | ... --api-key
npx hyperframes auth status # active credential source, identity, billing snapshot
npx hyperframes auth refresh # force-refresh an OAuth token before a long job
npx hyperframes auth logout # clear the stored credential
```
Credential resolution order (first match wins): `HEYGEN_API_KEY`, then `HYPERFRAMES_API_KEY`, then `~/.heygen/credentials`. Point at a different backend with `HEYGEN_API_URL` (default `https://api.heygen.com`).
## The render pipeline
`cloud render` runs end-to-end:
1. **Resolve the project**: a local directory (default `.`), or skip the upload with `--asset-id` / `--url`.
2. **Auto-detect aspect ratio** from the entry HTML's `data-width`/`data-height`.
3. **Zip** the project (same ignore set as `hyperframes publish`, so it excludes `.git`, `node_modules`, `dist`, and so on).
4. **Upload** the zip to `POST /v3/assets`, yielding an `asset_id`.
5. **Submit** the render to `POST /v3/hyperframes/renders`, yielding a `render_id`.
6. **Poll** `GET /v3/hyperframes/renders/{id}` until it completes or fails (skip with `--no-wait`).
7. **Download** the signed video URL to disk.
## Render options
| Flag | Default | Meaning |
| ---------------------- | --------------------------- | ------------------------------------------------------------------------------------------------------------------------------ |
| `--fps` | `30` | Frames per second, 1240. |
| `--quality` | `standard` | `draft`, `standard`, or `high`. |
| `--format` | `mp4` | `mp4`, `webm`, or `mov` (webm/mov carry alpha). |
| `--resolution` | `1080p` | `1080p` or `4k` (4k billed at 1.5×). |
| `--aspect-ratio` | auto | `16:9`, `9:16`, or `1:1`. Auto from a local project's `data-width`/`data-height`; defaults to `16:9` for `--asset-id`/`--url`. |
| `--composition` / `-c` | `index.html` | Entry HTML file inside the zip. |
| `--output` / `-o` | `renders/<render_id>.<ext>` | Local download destination. |
```bash
npx hyperframes cloud render . \
--composition compositions/intro.html \
--output ./renders/intro.mp4
npx hyperframes cloud render --quality high --fps 60
```
`--resolution 4k` cannot combine with `--format webm`/`mov`: the 4k supersampling path has no alpha channel. Render 4k as mp4, or render alpha at native resolution.
## Templates and variables
Cloud rendering supports [composition variables](../../hyperframes-core/references/variables-and-media.md#variables): declare `data-composition-variables` on the composition, then fill them at render time.
```bash
npx hyperframes cloud render --variables '{"title":"Q4 Recap","theme":"dark"}'
npx hyperframes cloud render --variables-file ./vars.json
npx hyperframes cloud render --variables '{"title":"Q4 Recap"}' --strict-variables
```
For a **local project** the CLI validates `--variables` against the declared schema _before_ uploading. For `--asset-id`/`--url` the schema lives server-side, so mismatches surface as a `hyperframes_project_invalid` API error.
**Upload once, re-render many** is the idiomatic template loop: render a local project to get its `asset_id`, then re-submit against that asset with new values (no re-zip, no re-upload).
```bash
npx hyperframes cloud render ./card-template # note the asset_id printed on upload
npx hyperframes cloud render --asset-id asst_abc123 --variables '{"name":"Ada"}'
npx hyperframes cloud render --asset-id asst_abc123 --variables '{"name":"Linus"}'
```
For high-volume personalized batches, both self-managed paths provide JSONL fan-out: AWS Lambda (`lambda.md`) and Google Cloud Run (`cloudrun.md`). The full variables schema (types, declarative bindings, sub-composition overrides, precedence) lives in the `hyperframes-core` skill.
## Fire-and-forget and webhooks
By default the CLI blocks, polls, and downloads. Combine `--no-wait` (submit and exit with just the `render_id`) with `--callback-url` (HTTPS webhook on terminal status) for true fire-and-forget:
```bash
npx hyperframes cloud render --callback-url https://example.com/hf-hook --no-wait
# Poll later with: hyperframes cloud get hfr_def456
```
| Flag | Meaning |
| ----------------- | --------------------------------------------------- |
| `--no-wait` | Submit and exit immediately; print the `render_id`. |
| `--callback-url` | HTTPS webhook fired when the render terminates. |
| `--callback-id` | Opaque tracking ID echoed in webhook payloads. |
| `--poll-interval` | Poll cadence in seconds (default `10`). |
| `--max-wait` | Max poll duration in minutes (default `60`). |
## Managing renders
```bash
npx hyperframes cloud list # recent renders (--limit, --token, --all)
npx hyperframes cloud get hfr_def456 # full detail + short-lived signed video_url
npx hyperframes cloud delete hfr_def456 # soft-delete (--no-confirm to skip the prompt)
```
`video_url` and `thumbnail_url` are short-lived presigned URLs, so re-fetch with `cloud get` rather than caching them.
## Safe retries
The CLI transparently retries a `401` by force-refreshing the OAuth token and replaying. That's harmless for reads, but the zip upload (`POST /v3/assets`) is **not** idempotent: a blind retry creates a duplicate asset and bills twice. Pass `--idempotency-key` so retries are safe:
```bash
npx hyperframes cloud render . --idempotency-key "$(uuidgen)"
```
The key is forwarded to both upload and submit (the server scopes idempotency per-endpoint, so reusing one value is safe). Use any opaque string in `[A-Za-z0-9_:.-]`, 1255 chars.
Full flag reference: docs `/deploy/cloud` and `/packages/cli#hyperframes-cloud`.