THIS GUY HAD 1,283 NOTES AND HIS SYSTEM WAS DUMBER THAN A FOLDER
that galaxy in the background is his Obsidian vault
> looks incredible
> does nothing
dead notes, zero connections, zero value extracted from any of it
> the fix isn't taking better notes
> it's building a pipeline where Claude Opus 4.8 does the research, NotebookLM does the analysis, and every session feeds your vault automatically
one command:
> Claude Code searches YouTube for 10 relevant sources
> passes them to NotebookLM - Google's servers do the heavy processing, not your tokens
> NotebookLM runs full analysis, generates infographics, mindmaps, flashcards
> everything lands as structured markdown in your Obsidian vault, linked and ready
total time: 6 minutes
> after a month the vault knows your thinking style. after a year it's a trained research assistant
the $300K AI architects aren't taking better notes
> they're building systems that compound
30-minute setup. full step-by-step in the article below 👇
Most traders look at the candle. Smart traders look at where the candle forms. Context changes everything
Very few understand what they actually mean.
A Hammer is not bullish because of its shape. A Doji is not important because of its name.
Every candle tells a story.
📈 Fear
📉 Greed
⚔️ Battle between buyers & sellers
The traders who learn to read that story are the ones who consistently stay ahead of the crowd.
Patrick Winston taught at MIT for 50 years.
His most famous lecture was not about code or math or engineering.
It was about how to make people actually listen to you.
Here are the 10 lessons that will change how you communicate forever:
1/ Never start with a joke
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I watched a PhD student use NotebookLM to do in 3 hours what took me 3 months.
I asked him how. He showed me his setup. I have not studied the same way since.
Here is exactly what he did.
He did not use NotebookLM as a search engine.
He did not type questions like "explain this concept."
He uploaded an entire field.
12 textbooks. 40 research papers. Every review article published in the last 5 years on his
topic. All uploaded at once. Into a single notebook.
Then he asked one question that changed how I think about learning:
"If you could only teach this subject using 7 sentences — one for each core idea — what
would they be?"
Not a summary. Not an overview.
Seven sentences. For the entire field.
NotebookLM produced them. He read them.
He asked a follow-up:
"For each sentence, what is the single experiment or paper that proved it was true?"
Now he had the skeleton of an entire field — and the exact evidence underneath each bone.
Then he did something nobody told me about.
He uploaded his own notes alongside the source material.
Then asked:
"Where am I wrong? What have I misunderstood compared to what the literature actually says?"
The system found three misconceptions he had carried for two years. Two of them would
have cost him his PhD defense if they had gone uncorrected.
He called this the Misconception Audit. He runs it on every subject before any exam, any
paper submission, any conference presentation.
Then the final step.
"Generate 10 questions a hostile expert would ask someone who claims to understand this
field. Then answer each one using only the sources I uploaded."
He was not studying to pass.
He was studying to survive interrogation by the smartest people in the room.
He passed his qualifying exam on a subject he had started studying 11 days before.
I have been studying the wrong way my entire life.
Here is his exact setup if you want to replicate it:
1.Upload the entire field — not one source
2. Ask for the 7 core sentences
3.Find the evidence under each one
https://t.co/3gcg6x5dpi the Misconception Audit on your own notes
Survive the hostile expert interrogation
The information was always available.
The framing was the unlock.
He passed his qualifying exam on a subject he had started studying 11 days before.
I have been studying the wrong way my entire life.
Here is his exact setup if you want to replicate it:
1.Upload the entire field — not one source
2. Ask for the 7 core sentences
3.Find the evidence under each one
https://t.co/3gcg6x5dpi the Misconception Audit on your own notes
Survive the hostile expert interrogation
The information was always available.
The framing was the unlock.
🚨 SHOCKING: An ex-Anthropic researcher just leaked the exact internal prompting framework the team uses.
Most people treat Claude like a basic chatbot and leave 60–70% of its reasoning power on the table.
These 10 prompts are how the pros actually use it — tested internally for maximum clarity, honesty, and depth.
Copy-paste ready. Zero fluff.
Save this thread. Your Claude game is about to change forever.
(Pro tip: use them in order for compound results)
He wrote the algorithms that made Renaissance Technologies billions.
They pushed him out of the most successful hedge fund in history, and in 25 years not one colleague ever called.
His team feared him. Called him a monster.
> He threw monitors over his own mistakes.
> He made more money than he could spend in a lifetime.
> He had no friends left.
140K GitHub stars. Three months. Most people still copy-pasting into ChatGPT every morning.
Hermes plus Obsidian plus NotebookLM equals a second brain that compounds forever.
Writes its own skills. Maps its own knowledge. Remembers everything you taught it.
One setup. Runs locally. Never starts from zero again.
Save this before you explain yourself to an AI one more time.
Bookmark this now.
Four months running Obsidian and Claude as a unified research stack.
One Telegram bot replacing X bookmarks and browser bookmarks.
A weekly synthesis prompt surfacing cross-month connections automatically every Sunday.
The full system documented with every prompt and setup step. Free to build.
Worth more than any productivity course or research tool subscription you are currently paying for.
You have been running five tools without knowing one environment could replace all of them.
6 PROMPTS TO LEARN ANYTHING USING CLAUDE
Most people use Claude to get answers.
The smart ones use it to build understanding.
Big difference.
One makes you dependent.
The other makes you dangerous.
Here are 6 Claude prompts that turn any topic into mastery👇
🎯 LEARN ANYTHING IN 20 HOURS
"I need to learn [topic] in 20 hours. Identify the 20% of concepts that drive 80% of real-world results. Build me a 10-session plan — 2 hours each — with the best resource for each session and a 5-question review at the end."
→ Most subjects have 3–4 ideas that unlock everything else.
→ Finding those early saves you weeks of wandering.
🎯 CREATE A ONE-PAGE CHEAT SHEET
"Summarize [topic] on a single page. Use bullet points, labeled diagrams, and concrete examples. Optimize it for a 5-minute review the night before I need to use it."
→ Your brain remembers structure better than sentences.
→ Give it a map, not a wall of text.
🎯 QUIZ ME UNTIL I BREAK
"I just studied [topic]. Give me 10 progressively harder questions — start easy, end expert-level. After each answer: grade me, identify the gap, and re-explain only what I missed."
→ Passive reading feels like learning.
→ Active retrieval actually is.
🎯 BUILD A LEARNING LADDER
"Break [topic] into 5 difficulty levels. Define what mastery looks like at each level. Give me one milestone and one hands-on exercise per level — from complete beginner to confident practitioner."
→ Most people skip levels and wonder why nothing sticks.
→ The ladder fixes that.
🎯 FIND THE SIGNAL IN THE NOISE
"List the 5 highest-leverage resources for learning [topic] fast — books, videos, courses, or people. For each: explain what makes it worth my time and what type of learner it's best for."
→ There are 1,000 ways to learn anything.
→ Most of them are a waste.
🎯 USE THE FEYNMAN LOOP
"Explain [topic] to me like I'm 12. Then ask me to explain it back in my own words. Find every gap in my explanation. Re-teach only what I got wrong. Repeat until my explanation is clean."
→ If you can't explain it simply, you don't know it yet.
→ This prompt exposes that — fast.
This isn't a list of prompts.
It's a learning operating system.
Use it today.
1. Follow @coder_surya
2. Save the post.
3. Repost to your network.
4. Join AI Community: https://t.co/ioQEJKhR1q
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