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wtf is skills?

clueso-ai/skills — explained in plain English

Analysis updated 2026-05-18

25PythonAudience · generalComplexity · 2/5Setup · easy

TL;DR

A set of 90 agent skills for creating and editing videos that run entirely on the Clueso MCP.

Mindmap

mindmap
  root((Clueso Video Skills))
    What it does
      Agent skills for video
      Runs on Clueso MCP
      No external APIs
    Skill groups
      Motion graphics
      Create videos
      Edit videos
      Quick edits
    Use cases
      Launch videos
      Training modules
      Social cutdowns
    Audience
      Marketing teams
      Support teams
      Training teams

Code map

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filefunction / class

Why would anyone build with this?

REASON 1

Turn a product brief into a launch style motion graphics video

REASON 2

Convert a webinar recording into short highlight clips

REASON 3

Localize an existing video into another language while keeping its timing

REASON 4

Build a batch of short how-to videos from common support ticket topics

What's in the stack?

PythonClueso MCP

How it stacks up

clueso-ai/skillsalexrosbach/replibookarlandaren/proagents
Stars252525
LanguagePythonPythonPython
Setup difficultyeasyeasyeasy
Complexity2/52/51/5
Audiencegeneralops devopsvibe coder

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · easy Time to first run · 30min

Needs an active Clueso MCP connection, no other API or dependency is required.

Wtf does this do

This repository holds a large collection of agent skills for creating and editing videos, built to work only with the Clueso MCP and no other service. Once someone installs a skill and connects it to Clueso, an AI agent can use it to produce a finished, exported video without needing any other API or tool. There are 90 skills total, grouped into four categories. The motion graphics skills turn things like a product brief, an announcement, or a stat into an animated video, for example a 30 to 60 second launch video from a brief, or an educational animation with labeled diagrams from a concept. Other skills in this group turn any complex topic into a plain language animated explainer. The create videos skills turn existing written or recorded material into new videos. Examples include turning a help article into a narrated explainer, turning a slide deck into a narrated video, turning ordered screenshots into a walkthrough, and turning several separate recordings into one training module. There are also skills aimed at sales and support teams, such as building an RFP response video from a walkthrough, or turning common support ticket topics into a batch of short public how-to videos. The edit videos skills work with videos that already exist. They can rebrand a video library with new colors and a logo, localize a video into other languages while keeping the tone and timing intact, resize a video for different social formats, or cut a long webinar down to the highlight clips worth sharing. The quick edits skills add smaller touches to an existing video, like zooming in on key actions, adding callouts and arrows, blurring sensitive information, or adding captions for viewers watching with the sound off. Because everything runs through the Clueso MCP, none of these skills need a separate API key or dependency to be installed. The repository reads as a large, organized toolkit rather than a single application.

Yoink these prompts

Prompt 1
Use the brief-to-launch-video skill to turn our product brief into a 30 to 60 second launch video.
Prompt 2
Apply the localize-video skill to create a Spanish language version of this demo without changing its timing.
Prompt 3
Use the webinar-to-highlight-clips skill to pull the best moments out of our last webinar recording.
Prompt 4
Run the blur-sensitive-info skill on this screen recording before we publish it publicly.

Frequently asked questions

wtf is skills?

A set of 90 agent skills for creating and editing videos that run entirely on the Clueso MCP.

What language is skills written in?

Mainly Python. The stack also includes Python, Clueso MCP.

How hard is skills to set up?

Setup difficulty is rated easy, with roughly 30min to a first successful run.

Who is skills for?

Mainly general.

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