Hasan Toor Profile picture
Jan 1 8 tweets 1 min read Read on X
BREAKING: I stopped listening to podcasts passively.

Grok now extracts frameworks, models, and action steps.

Here are 6 prompts that turn podcasts into playbooks:
1. Concept Overview

Prompt:
“I’ve shared a video. Provide a high-level overview of everything being taught, broken into the main ideas, skills, and stages, as if introducing the topic to a first-time learner.”
2. Capability Map

Prompt:
“From this video, identify all capabilities required to master the topic.
Organize them from foundational to advanced, showing clear progression.”
3. Execution Blueprint

Prompt:
“Based on this video, list the specific actions required to apply the material in real-world situations.
Focus only on execution and outcomes.”
4. Learning Sequence

Prompt:
“Transform this video into a structured learning sequence with concrete practice steps at each stage.”
5. Principle Extraction

Prompt:
“Extract the key principles and mental frameworks presented in the video.
Explain each clearly and demonstrate practical usage.”
6. Risk & Error Analysis

Prompt:
“Identify common errors learners make when applying the concepts from this video and explain how to prevent them.”
As always, Thank you for reading this.

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More from @hasantoxr

Jan 3
BREAKING: Google launched a vibe coding platform that just wiped out most paid app builders.

You can build AI-powered web apps and use them instantly.

No subscriptions, no fee, no paywall.

Here is how it works 👇 Image
Step 1: Create the app

→ Go to Google AI Studio
→ Open the Web App templates
→ Or paste your own custom prompt
Step 2: Run it instantly

Once generation finishes:

→ Run the app inside the studio
→ Test uploads, inputs, outputs
→ Verify the model behavior

Example I tested:
"Create, visualize, and rebuild sculptures using the same set of blocks."
Read 6 tweets
Jan 1
BREAKING: I stopped wasting hours creating handwriting notes.

AI now creates realistic handwritten notes in seconds that look 100% authentic.

Here's how it works👇 Image
Image
2/ First, open ChatGPT or Gemini

Paste your rough notes or textbook content and say:
“Rewrite this into clear, concise study notes for exams.”

This step is about clarity, not visuals. Image
3/ Now take output and paste it into Gemini or ChatGPT again and use this prompt.

Copy–paste this prompt

"Create a handwritten study note about "Your Topic". Use a student handwriting font on lined paper. Use a yellow neon marker to highlight important terms for revision and draw red circles around important dates. Add small doodles to explain the concepts better on A4 size paper."
Read 5 tweets
Dec 31, 2025
BREAKING: I stopped watching 2-hour YouTube tutorials.

Grok now turns any video into a step-by-step skill plan.

Here are 8 prompts that convert videos into mastery:
1. Comprehensive Overview

Prompt:
“I’ve shared a YouTube video. Give me a high-level overview of everything being taught, broken into the main skills, concepts, and phases, as if you’re introducing it to someone seeing it for the first time.”
2. Skill Tree Extraction

Prompt:
“From this video, identify the complete skill tree required to master the topic.
Organize it from foundational skills to advanced execution.”
Read 10 tweets
Dec 30, 2025
R.I.P generic prompting.

Context engineering is the new king.

OpenAI, Anthropic, and Google engineers don't write prompts like everyone else. They engineer context.

Here are 10 ways to use context in your prompts to get pro-level output from every LLM out there: Image
1/ PERSONA + EXPERTISE CONTEXT (For any task)

LLMs don't just need instructions. They need to "become" someone. When you give expertise context, the model activates completely different reasoning patterns.

A "senior developer" prompt produces code that's fundamentally different from a generic one.

Prompt:

"You are a [specific role] with [X years] experience at [top company/institution]. Your expertise includes [3-4 specific skills]. You're known for [quality that matters for this task].

Your communication style is [direct/analytical/creative].

Task: [your actual request]"Image
2/ REFERENCE CONTEXT (For websites & content)

All of us know this that LLMs hallucinate when they guess what you want.

When you show them exactly what "good" looks like, they stop guessing. Reference context transforms vague requests into precise execution.

This is how agencies get consistent brand voice across hundreds of outputs.

Prompt:

"REFERENCE EXAMPLES:
[Paste 2-3 examples of the style/format you want]

WHAT MAKES THESE WORK:
- [Pattern 1 you noticed]
- [Pattern 2 you noticed]
- [Pattern 3 you noticed]

NOW CREATE:
[Your specific request] following the exact patterns above. "Image
Read 11 tweets
Dec 29, 2025
BREAKING: I stopped wasting hours reading textbooks cover to cover.

NotebookLM now teaches me directly from PDFs and notes.

Here are 9 prompts that turned documents into lessons:
1. Big Picture Breakdown

Prompt:
“I uploaded this PDF. Give me a high-level overview of the entire document, broken into key themes and concepts, as if you’re introducing it to someone seeing it for the first time.”
2. Teach Me Like a Student

Prompt:
“Teach the content of this document step by step, starting from the basics and gradually increasing difficulty. Assume I’m learning this subject for the first time.”
Read 11 tweets
Dec 27, 2025
🚨 HOT TAKE: Google Research just dropped the textbook killer.

Its called "Learn Your Way" and it uses LearnLM to transform any PDF into 5 personalized learning formats. Students using it scored 78% vs 67% on retention tests.

The new education revolution is here.
The issue with textbooks is that they're the same for everyone and can be really boring.

Google's idea is genius: AI checks out what you like (like sports, music, or food) and knows your grade level, then changes the examples to fit what you actually care about.

Physics starts to make sense, and history feels more connected to you.Image
But it doesn't stop at personalization.

The system generates 5 completely different ways to learn the same content:

- Interactive text with embedded questions
- Audio lessons with AI teacher conversations
- Narrated slides with fill-in-the-blanks
- Mind maps you can zoom in/out
- Section quizzesImage
Read 8 tweets

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