Systems Lab

Agent skill

shorts-qa

Verify an edited video for complete speech, correct captions, synchronized graphics, audio integrity, image quality and playback.

activeSelf-containedInstructions only224 words

From timscheuerai/gtm-architecture-template · 51 skill entries · 13 · pushed 2026-09-17

What it does when it runs

Verify an edited video for complete speech, correct captions, synchronized graphics, audio integrity, image quality and playback.

Automated analysis of the skill and the 0 files bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.

Keys and connectors you must supply
None found.
Hosts it reaches
No third-party host appears in the skill or its bundled files.
Tool permissions it declares
No allowed-tools in the frontmatter. It only issues instructions, so there is nothing to bound.
Actions present in the files
None. Instructions only.

Ask about shorts-qa

Opens your assistant with this page's verified links already in the prompt.

Is this safe to install?ClaudeChatGPT
Adapt it to my stackClaudeChatGPT
What else do I need for it to workClaudeChatGPT
Rather ask a human? Talk to Cheetah
git clone --depth 1 --filter=blob:none --sparse https://github.com/timscheuerai/gtm-architecture-template.git /tmp/gtm-architecture-template
git -C /tmp/gtm-architecture-template sparse-checkout set ".agents/skills/shorts-qa"
mkdir -p ~/.claude/skills/shorts-qa
cp -R "/tmp/gtm-architecture-template/.agents/skills/shorts-qa/." ~/.claude/skills/shorts-qa/

Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗

The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.

Reproduced in full from timscheuerai/gtm-architecture-template/blob/2c312c9398064ad3730c786647293458cb89632c/.agents/skills/shorts-qa/SKILL.md, which is licensed MIT (repository). 224 words, 1 heading.

Verify the final export

Inspect the final encoded artifact against its source and edit plan. No automated seven-check harness is bundled; run available measurements and report what each actually checked.

CheckEvidence
CutsListen to every join; complete words and coherent meaning
CaptionsCheck names/numbers, short words, timing, line breaks and crop
MotionCompare cue/payoff timing while playing audio; inspect overlaps
ImageCompare aligned source/output frames outside intentional effects
AudioListen at matched level; measure peaks/loudness and channel layout
PlaybackDecode the whole file and open it in the target player when available
PacingReview the whole story; no duplicate takes or unexplained gaps

For frame comparisons, align source and output and exclude intended overlays/crops before interpreting quality scores. A threshold from another clip is not universal. Use per-run temporary directories so measurements cannot mix artifacts.

A failed check needs a location, observed defect and fix. Re-check affected portions after correction, then confirm the final file corresponds to the reviewed version. A JSON parse or renderer exit code cannot prove visual/audio quality.

Deliver a short report distinguishing measured, manually inspected and unverified checks. Do not claim a passed gate when the measurement tool or playback inspection was unavailable.

Need help setting it up?

This page tells you what shorts-qa does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.

Book a call →

The directory stays free. There is nothing gated behind this.