Use the HyperFrames CLI development loop: init, add, catalog, capture, lint, check, snapshot, compare, grade-compare, preview, play, present, beats, keyframes, single or batch render, publish, cloud, cloudrun, feedback, lambda, doctor, browser, info, upgrade, skills, compositions, docs, benchmark, telemetry, transcribe, auth, tts, and remove-background. Also use when diagnosing build or render failures. validate, inspect, and layout are deprecated aliases; use check. Covers local, HeyGen-hosted cloud, AWS Lambda, and Google Cloud Run rendering.
Run commands as npx hyperframes ... unless project instructions provide a wrapper. Obey the wrapper when present. The CLI requires Node.js 22 or newer and FFmpeg.
npx hyperframes init <project> or capture a site. In non-TTY mode, pass --non-interactive --example=<name>.npx hyperframes catalog --query "reveal a headline one line at a time". Ask for the effect you want rather than the mechanism you have in mind. Install with npx hyperframes add <name> (see /hyperframes-registry). Author by hand only once nothing fits./hyperframes-core.npx hyperframes lint after the first HTML pass and after structural changes.npx hyperframes check; it reruns lint before opening the browser. Do not prepend a redundant standalone lint invocation. Add --snapshots for annotated overview frames and finding crops.index.html mounts data-composition-src, capture midpoint snapshots and inspect each mounted scene.npx hyperframes preview, hand the timeline project URL to the user, and ask whether to revise or render.# Fast iteration check; repeat while authoring as needed.
npx hyperframes lint
# Required final gate; includes lint.
npx hyperframes check
npx hyperframes preview
npx hyperframes render --quality high --output out.mp4
test -s out.mp4
ffprobe -v error -show_format out.mp4check runs lint first, then uses one browser session and one seek pass to audit runtime errors, failed requests, layout, *.motion.json assertions, and WCAG contrast. Persistent findings gate the exit code; transient entrance or exit findings are informational. Use --strict to gate warnings. validate, inspect, and layout remain aliases for compatibility but must not appear in new instructions or scripts.
Do not confuse these states:
| Surface | When it may open | Purpose |
|---|---|---|
| Storyboard board | Before composition checks, only when storyboard: yes | Review plan cards and wireframe sketches. Open ?view=storyboard#project/<name>. |
| Final composition preview | After check passes | Review the assembled timeline before render. Open #project/<name>. |
The early board is not approval of the final video. Rendering always requires the final approval defined by hyperframes-core/references/review-loop.md.
Static audits cannot catch every mount failure. When the project uses sub-compositions, capture at least one visible midpoint for each host slot:
npx hyperframes snapshot --at <t1>,<t2>,<t3>Treat tiny unstyled content, canvas-sized icons, missing hero elements, or timeline-registration timeouts as render-blocking mount defects. See hyperframes-core/references/sub-compositions.md for the corresponding fixes.
npx hyperframes catalog --query "<the beat, in plain language>". Search is entirely local: there is no hosted tier, no account, and the query text is never sent anywhere. By default it ranks on vocabulary shared with the item's name, title and description, which misses any phrasing that does not reuse the catalog's own wording. Add --on-device to rank by meaning instead (see the offline tier below).--json the envelope carries query, tier (on-device or words), tier_detail, dropped, unindexed, shown, total and results, plus top_score when the answering tier produces one and warnings when a tier was asked for and could not run. A weak result on words is expected; the same result on on-device is a bug. top_score is on-device only and has no threshold behind it: the ranker returns the whole catalog in some order for every query, so read it as evidence rather than as a pass or fail.dropped and unindexed are opposite skews between the registry and the on-device index, and rewording the query fixes neither. dropped counts ranked names this registry cannot install, so the strongest matches are the ones being lost. unindexed counts registry moves the index cannot see at all, which no query can ever return. Refreshing the registry is not the answer to either: its manifest carries a 24h TTL and heals itself, while the vectors are a separately published artifact fetched into ~/.hyperframes/catalog/. Re-running with --on-device refetches that index when unindexed is above zero, so that is the remedy to hand the user. A pure over-coverage skew (dropped above zero while unindexed is zero) does not trigger the refetch; clearing ~/.hyperframes/catalog/ is the only way out of that one. Both counts are of names rather than of results, so either can exceed total.npx hyperframes feedback --search-miss "<the query you ran>" --wanted "<the move you needed>" --tier on-device. This is the only path that sends a query anywhere, and it is a separate deliberate command precisely so plain catalog --query keeps its promise of sending nothing. Report the miss when the on-device tier answered and the top hits still do not do the thing; a weak result on the words tier is expected and is not worth reporting. What comes back is a list of moves the catalog does not have yet, read directly rather than guessed from install counts, so the phrasing that matters is the effect you wanted, not the item name you imagined. It carries no rating and never lands in the rating metric.bge-small-en-v1.5 plus its tokenizer, pinned to a fixed revision) and the catalog vectors from the registry, both cached under ~/.hyperframes/, neither added to the project or any package. Once cached it ranks by meaning with nothing sent. Say the size out loud and let the person decide, then pass --on-device (with -y to skip the prompt) once they agree. The interactive offer only fires on a TTY, and under --json nothing about it is printed at all, so in an agent run you have to raise it with the user yourself.--json for agent and CI calls. Server-mode render, preview, and play do not provide ordinary JSON output; preview --selection --json and preview --context --json are query-mode exceptions.doctor --json always exits zero. Gate on its payload:bash npx hyperframes doctor --json | jq -e '.ok' >/dev/null
init requires --example there; use --non-interactive to force deterministic behavior on a TTY.HYPERFRAMES_RUN_ID for all commands in the same verification loop.--strict, --strict-all, and --strict-variables when the corresponding warnings, variables, or CI conditions must gate the render.$HOME; do not try to reverse the redaction.cloud render --dry-run --json and follow the .hyperframesignore investigation in references/cloud.md. Never ignore an asset merely because it is large.When the user refers to “this element” or the current selection, query Studio instead of guessing:
npx hyperframes preview --context --json --context-fields selectionUse selection.target.hfId when available, otherwise its selector and source file. If the result reports no-selection, ask the user to click the element and rerun. Request only the context slices you need; use --context-detail full only for computed styles or editable text metadata. Full behavior and failure codes live in references/preview-render.md.
| Need | Command |
|---|---|
| Fast local iteration | npx hyperframes render --quality draft |
| Final local delivery | npx hyperframes render --quality high --output out.mp4 |
| Reproducible container render | npx hyperframes render --docker --strict --output out.mp4 |
| Local variable-driven batch render | npx hyperframes render --batch rows.json --output "renders/{name}.mp4" |
| HeyGen-hosted zero-infrastructure render | npx hyperframes cloud render |
| Self-managed distributed AWS render | npx hyperframes lambda render <project> --width 1920 --height 1080 --wait |
| Self-managed distributed GCP render | npx hyperframes cloudrun render <project> --width 1920 --height 1080 --wait |
Skill attribution is automatic — the examples above need no --skill. A project scaffolded by a workflow (hyperframes init --skill=<workflow>) records its owning skill in hyperframes.json, and every later render inherits it on anonymous telemetry: re-renders, npm run render, and --batch alike. Pass --skill=<slug> explicitly only to stamp a project that was not created through a workflow (its first render then persists it).
Use cloud rendering when the user wants hosted rendering without local Chrome, FFmpeg, or AWS. Use Lambda only when AWS ownership is a requirement. Use Cloud Run only when GCP ownership is a requirement. Read the matching reference before running any cloud path.
After verifying a successful render, send one feedback report unless telemetry is disabled or the user opted out:
npx hyperframes feedback --rating <0-10> --comment "<specific result or friction>"Keep clean-run feedback concise. For any bug or friction, capture a reproduction packet before submitting; do not send only a symptom summary. Include the rerunnable command (relative to the project directory — feedback is submitted to a public channel, so do not paste absolute paths, home-directory prefixes, or user/machine identifiers), expected versus actual behavior, exact error (also strip absolute paths from stack traces — keep basename + line, drop the leading directory), whether output completed/fell back/failed, workaround, and repro-project status. For a rating ≤ 7 that describes a visual defect (black frame, flicker, corrupt output, wrong frame, blank output, other visual anomaly), also include a COMPOSITION_STRUCTURE: block — a privacy-preserving structural anatomy (element census + attribute presence + timeline shape) so maintainers can pattern-match against known bug families without the composition ZIP. Agents auto-fill this via the composition-census helper; the human user does not fill it by hand. If the issue did not reproduce again, say so and still include the last failing command and logs. Use --file-issue only with consent: it publishes a minimal reproduction to a public URL. The required packet format and privacy warning live in references/preview-render.md.
The following references and owning skills are mandatory command contracts, not optional background reading. Before running a command in the table, read its matching row.
| Need | Reference |
|---|---|
init, capture, skills | references/init-and-scaffold.md |
lint, check, motion sidecars, snapshot | references/lint-validate-inspect.md |
compare, grade-compare, variable-driven render --batch | references/compare-and-batch.md |
beats for an existing project's Studio beat grid | references/beats.md |
preview, play, render, publish, Studio context, feedback | references/preview-render.md |
doctor, browser management | references/doctor-browser.md |
auth, HeyGen-hosted cloud rendering, and template variables | references/cloud.md |
| AWS Lambda deployment and rendering | references/lambda.md |
| Google Cloud Run deployment and rendering | references/cloudrun.md |
info, upgrade, compositions, docs, benchmark, telemetry, media preprocessing | references/upgrade-info-misc.md |
For composition variables, also read /hyperframes-core → references/variables-and-media.md. For hyperframes add and hyperframes catalog, use /hyperframes-registry. Before hyperframes present, read /slideshow; before hyperframes keyframes, read /hyperframes-keyframes. For TTS, transcription, captions, or background removal choices, use /media-use.
The specialized commands are deliberately documented by their owning workflows:
npx hyperframes present <project-dir> --port 3004 --no-open
npx hyperframes beats <project-dir> --json
npx hyperframes keyframes <project-dir> --jsonpresent serves a navigable deck with presenter and audience synchronization. beats is the standalone Studio beat-grid utility defined in references/beats.md. keyframes surfaces seek-safe animation and motion-path diagnostics.