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Hyperframes CLI Agent Skill

> 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.

25k tokens
context cost
the whole folder, loaded on every use
11
files
instructions only
0
copies elsewhere
how many repositories repackaged it
196
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/coco-research/coco --skill hyperframes-cli

The instruction itself

8 sections, as written by the author

HyperFrames CLI

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.

Development loop

  • Scaffold: npx hyperframes init <project> or capture a site. In non-TTY mode, pass --non-interactive --example=<name>.
  • Author: write the composition using /hyperframes-core.
  • Get fast feedback while editing: run npx hyperframes lint after the first HTML pass and after structural changes.
  • Run the final gate: run 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.
  • Inspect sub-compositions: when index.html mounts data-composition-src, capture midpoint snapshots and inspect each mounted scene.
  • Open the final Studio preview: run npx hyperframes preview, hand the timeline project URL to the user, and ask whether to revise or render.
  • Render only after approval: use draft quality for iteration and high quality for delivery.
  • Verify the output: confirm the file exists, is non-empty, and has a plausible duration.
# 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.mp4

check 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.

Two different preview surfaces

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.

Sub-composition smoke test

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.

Agent conventions

  • Prefer --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:
  npx hyperframes doctor --json | jq -e '.ok' >/dev/null
  • Non-TTY mode is automatic. init requires --example there; use --non-interactive to force deterministic behavior on a TTY.
  • Use one HYPERFRAMES_RUN_ID for all commands in the same verification loop.
  • Use --strict, --strict-all, and --strict-variables when the corresponding warnings, variables, or CI conditions must gate the render.
  • JSON paths redact the home directory as $HOME; do not try to reverse the redaction.
  • When a hosted cloud project approaches or exceeds the 200 MB upload limit, use cloud render --dry-run --json and follow the .hyperframesignore investigation in references/cloud.md. Never ignore an asset merely because it is large.
  • Never render merely because checks pass. Pause at the final preview and wait for approval.

Studio-directed edits

When the user refers to “this element” or the current selection, query Studio instead of guessing:

npx hyperframes preview --context --json --context-fields selection

Use 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.

Render choices

| 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.

Read the matching reference before running a command

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-corereferences/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> --json

present 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.

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How to use it

Copy the folder

Take coco-research/hyperframes-cli from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.

Install what it needs

The instructions reference npx. Without those the skill loads but fails at the first command.