Systems Lab

Agent skill

shorts-audio

Improve recorded speech using measured levels, restrained noise treatment and listening comparisons against the source.

activeSelf-containedInstructions only173 words

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

What it does when it runs

Improve recorded speech using measured levels, restrained noise treatment and listening comparisons against the source.

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-audio

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-audio"
mkdir -p ~/.claude/skills/shorts-audio
cp -R "/tmp/gtm-architecture-template/.agents/skills/shorts-audio/." ~/.claude/skills/shorts-audio/

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-audio/SKILL.md, which is licensed MIT (repository). 173 words, 1 heading.

Treat the actual audio problem

Listen to the original and measure sample rate, channels, loudness and peaks with the available audio tooling. Identify noise, clipping, uneven delivery, room tone or low level separately. Increasing level is not denoising.

Start with the smallest useful change. A constant gain preserves dynamics when headroom allows. If compression or limiting is needed, make it deliberate and listen for pumping, clipped consonants and lost room tone. Inspect current filter help; a requested linear mode may have constraints.

For noise reduction, use representative silence and compare speech before/after at matched loudness. Reject settings that create burbling or remove the speaker's texture. Do not prescribe a universal denoiser or fixed gain from another recording.

Apply channel conversion, EQ, dynamics and final level in an intentional order. Check the final mix including music and sound effects, especially overlapping peaks and mono/stereo changes.

Measure and listen to the encoded artifact, not just the intermediate PCM. Report the actual treatment, output measurements and audible tradeoffs. Use shorts-qa for the combined video/audio deliverable.

Need help setting it up?

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

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