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Shorts Qa

Community
timscheuerai
shorts-qa

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

Overview

Publishertimscheuerai
Repositorylinkedin-funnel
Skill nameshorts-qa
Stars
60
Forks
20
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by timscheuerai on GitHub. Read the source before you install it.

Installation

Install the Shorts Qa AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/timscheuerai/linkedin-funnel/tree/main/skills/shorts-qa
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/timscheuerai/linkedin-funnel.git /tmp/linkedin-funnel
mkdir -p .claude/skills
cp -r /tmp/linkedin-funnel/skills/shorts-qa .claude/skills/shorts-qa
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Shorts Qa in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Shorts Qa on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Shorts Qa is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

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.

Frequently asked questions

What does the Shorts Qa AI skill do?

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

Why use Shorts Qa on TypingMind?

Because you install it once and use it with any model. Shorts Qa is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Shorts Qa in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/timscheuerai/linkedin-funnel/tree/main/skills/shorts-qa. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Shorts Qa?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Shorts Qa?

As many as you like. As long as a model supports skills, you can use Shorts Qa with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Shorts Qa AI skill free?

Yes. It is published on GitHub by timscheuerai under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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