Transform Videos into AI Skills with Watch-and-Learn Tool

Transform Videos into AI Skills with Watch-and-Learn Tool

Transform Videos into AI Skills with Watch-and-Learn Tool enables users to convert instructional videos into practical Claude Code skills. By breaking down video procedures and creating verifiable skills, this tool allows later invocation without revisiting the video content.

What this skill does

• Observes a how-to, tutorial, or demo video to extract procedures.
• Converts these procedures into one or more Claude Code skills.
• Verifies the generated skills to ensure functionality.
• Operates locally with a free toolchain, without requiring API keys.
• Utilizes scripts/watch.py for extracting video keyframes into PNGs and transcribing audio to text.

Who it is for

• Developers using AI coding agents such as Claude Code, Cursor, or Codex.
• Teams looking to encapsulate workflows from video tutorials into AI-executable skills.

Use cases

• Converting a video tutorial on software configuration into an actionable skill that can automate the configuration process.
• Capturing a repeatable demonstration from a screencast and deploying it as a skill for junior developers to use without needing continuous guidance.
• Building a skill from a conference talk that can be executed by AI agents for routine tasks demonstrated in the talk.

Technical details

• Extracts video keyframes using PyAV, producing PNG images.
• Transcribes video audio with faster-whisper, functioning without internet connection.
• Automatically locates and executes its toolchain using a virtual environment, requiring no manual activation.
• Compatible with local video files and video URLs.

Source & Licence

This package is built on open-source work published by axel-pm (axel-pm/watch-n-learn) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.