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Generate a YouTube description with a brief intro, relevant links, and clickable timestamps for each question.
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Baseado na classificação ocupacional SOC
Capture a thumbnail image of a slide from a OneDrive/Office presentation link. Opens the PowerPoint web viewer in a headless browser and screenshots the slide canvas, producing a clean 16:9 image with no viewer chrome. Works even when the PPTX is not downloadable (e.g. personal OneDrive shares), since it screenshots the rendered slide rather than converting the file. USE FOR: make a thumbnail from a PPTX, screenshot a slide, title-slide image, OneDrive slide thumbnail, talk thumbnail from slides.
Create or update a RevealJS HTML presentation using the repository's bundled slide template. USE FOR: create RevealJS talks, make HTML slide decks, build presentation slides, start a new conference talk deck, convert a talk outline into RevealJS slides.
Post Q&A entries from markdown writeups as comments to a GitHub Discussion. Use when the user wants to post writeup content to a discussion thread.
Download live chat transcripts from YouTube videos. Use when the user asks for live chat, chat messages, or chat replay from a YouTube video and provides a YouTube URL (youtube.com/watch?v=, youtu.be/, or similar). Works with live streams and past streams that have chat replay enabled.
Capture frames from a YouTube video at a regular interval, produce a manifest mapping filenames to timestamps, and describe each frame with an LLM. USE FOR: extract video frames, capture screenshots from YouTube, describe video frames, video frame analysis, frame-by-frame summary.
Convert a PDF file into individual PNG images, one per page/slide. Uses poppler's pdftoppm command. Output files are named slide_1.png, slide_2.png, etc. USE FOR: convert PDF to images, split slides into PNGs, extract slide images from PDF.
| name | youtube-description |
| description | Generate a YouTube description with a brief intro, relevant links, and clickable timestamps for each question. |
When asked to generate a YouTube description, create a youtube_description.md with:
MM:SS or H:MM:SS format)For example:
Weekly Python + AI office hours - January 6, 2026
This is just a recording from the Discord office hours, for those who couldn't attend live.
Join the live weekly OH here: http://aka.ms/pythonai/oh
See a write-up of each weekly office hours here:
https://aka.ms/pythonai/oh/links
Timestamps:
0:00 Intro
5:48 How do you set up Entra OBO flow for Python MCP servers?
20:24 Which MCP inspector should I use for testing servers with Entra authentication?
28:04 How do you track LLM usage tokens and costs?
30:32 How do you keep yourself updated with all the new changes related to AI?
36:30 How do you build a Microsoft Copilot agent in Python?
46:39 How do I learn about AI from scratch as a backend developer?
49:50 What's new with the RAG demo after SharePoint was added?
53:53 Will companies create internal MCP servers?
Note: YouTube automatically makes timestamps clickable when they appear at the start of a line. Do not include the 📹 emoji or markdown links in the YouTube description.