CJ

Holy shit...someone just built Andrej Karpathy’s idea into a real product… and it’s wild. This /autobrowse skill doesn’t just run browser tasks. It learns how to succeed. Give it anything: → book a flight → scrape a site → add to cart It: tries → fails → reads the trace → updates strategy → retries Until it figures out a workflow that actually works. Then it turns that into a reusable skill. So instead of: write scripts → debug forever → break again You get: run once → let it learn → reuse forever This is the shift: From “execute instructions” To “discover the best way to execute” Most agents today fail because they don’t learn. This one does. Every run = smarter system. Bookmark this. Retweet before this becomes the default way agents are built.

> you open Claude Code. > you type a prompt. > it thinks for 3 seconds and gives you an answer. > you didn't know you could type "ultrathink" to make it actually think. > you didn't know "/btw" asks a question with zero context cost. > you didn't know two Claude sessions produce better code than one. > you've been using 10% of the tool. > here's the other 90%.

Just when I purchased Claude Subscription, some dropped hack to stop hitting Claude Usage limit 😭

> use Claude Code for 3 months > manually fix mistakes every day > manually make sure claude did what you asked for > no hooks > discover hooks exist > 10 minutes of setup > all of this routine is now automatic > never working same again

Today we're introducing the world's first AI CMO. Enter your website and it deploys a team of agents to help you get traffic and users. Try it now at okara.ai/cmo

You’re going to be tempted to bookmark this for later. DON'T. Read it now. It will change your business forever.

This might be the most insane open-source war monitor ever built. everything feeds into one dashboard: >live tracking of military aircraft, naval ships, and bases >real-time OSINT and signal intelligence feeds >data aggregated from X, Telegram and other sources >a command centre analysing trending geopolitical developments >instant source aggregation so claims can be verified >automated reports explaining the last 8 hours of events >SENTINEL: an AI built using real intelligence analyst frameworks >a discord server where the community can coordinate and discuss it's basically a live intelligence terminal for geopolitics. but open to the public

ran it. took 3 minutes and now my Claude workflow is 10x cleaner. what it built: > rewrote my claude. md with my preferences > flagged 6 places where I waste time and wrote fixes for each > rebuilt my research scraper based on my usage patterns > auto-generated 3 agents: UI review, creator analytics, deployment fastest setup optimization I've ever done.

If nuclear war happens, you die. If it doesn’t, markets recover. So if you don’t buy, you either stay poor or die. If you do buy, you either get rich or die. Simple math.

The biggest problem with vibe coding is: security issues, hacks, and vulnerabilities. I built a security scanner for everyone to ship more production-ready code, it has: > 3500+ rulesets in popular coding languages > 16 SAST scanners working in the background > an MCP that can plug into your terminal directly > as well as a master AI fix prompt response system for your LLM to fix the security issues automatically it's completely free, use it at scanner.vibeship.co open source, and doesn't keep any of your data, you can check it here: github.com/vibeforge1111/…

Pro tip for Vibe Coding: just knowing the "terms" behind UI components can 100x your frontend results This website shows you ALL the typical UI components found on websites with examples and inspiration Learn it, screenshot it, and vibe code

i finally got claude to self-correct its own writing (until it's ready to send) i literally almost don't edit AI outputs manually anymore. the thing about most AI output is that it gets you like 85% of the way there. close enough to be useful, but you still burn 15-30+ minutes per draft: • tweaking the tone • cutting the AI slop (gross) • making it actually sound like you wrote it this one file kills that ENTIRE editing step. you drop it in the same folder as the voice DNA file below then whenever claude writes something, you just say 5 words: "run the critic on this" what happens next is kinda sick: Claude creates a sub-agent (basically a copy of itself) that only exists to find problems with what the first version wrote. it reads the draft against your voice file and comes back with stuff like: • "the intro reads like a linkedin post, not like you" • "paragraph 4 is just restating paragraph 2 in different words" • "this sentence uses 'furthermore' which is on your banned list" claude rewrites based on that feedback, then the critic reviews again. up to 3 rounds. what you get back is the version you would've spent 15-30 minutes manually editing to get to. i use this on everything now. every email, post, doc, etc it's become the last thing i do before hitting send. here's the file. save it as critic-agent.md in your context folder: ``` # Critic Agent Protocol When asked to "run the critic," follow this review process on the current output. ## Process 1. Spin up a sub-agent to act as a Critic. 2. The Critic reviews the full output against ALL context files (voice-dna.md, and any other context files in the folder). 3. The Critic assigns a rating: Needs Work, Good, or Excellent. 4. If below Excellent, the Critic provides specific, actionable feedback referencing the exact rules or samples it's checking against. 5. Revise the output based on feedback. 6. Run the Critic again on the revised version. 7. Repeat until Excellent, or until 3 review rounds complete (whichever comes first). ## What the Critic Checks ### Voice Match - Does this read like the writing samples? Same rhythm, sentence length, formality level? - Any banned phrases present? (Check every single one.) - Does it use words and phrases you actually use? - Would someone who knows you recognize your voice? ### Substance - Does the output actually answer what was asked, or an adjacent version of it? - Are claims specific and grounded, or vague and generic? - Is anything padded or restated in different words to seem thorough? ### Final Bar - Would you send, publish, or present this without editing? - If not, what specifically needs to change? ## Rules for the Critic - Be specific. "The tone is off" is useless. "Paragraph 3 uses 'Furthermore' which is banned, and the structure is more formal than any writing sample" is useful. - Reference actual context files, not general standards. - Don't over-polish. Natural voice includes imperfections, casual language, and hedging. That's a feature. - 3 rounds max. ``` the voice DNA file below teaches claude how you sound. this file makes claude hold itself to that standard automatically.

This is AMAZING.. someone just built an App Store for Claude Code. It's called SkillsMP and there are 200,000+ agent skills that teach your AI exactly how to write PPTX files, review PRs, deploy to cloud, analyze data, and more. 100% Opensource. (Link is in the comments)

THE MOST POWERFUL VIBE CODING PROMPT EVER:

Restore Britain is abundantly clear about what we stand for on immigration. THIS is our position. I urge you to read, and share if you agree. Every illegal migrant will be deported. No questions asked. The boats will stop. Our 100+ page policy plan is produced and ready to go. It can be done. My position is well understood on this. Legal migrants will be expected to work, contribute, speak our language and respect our way of life. If they don't do that, they'll be asked to leave. If they hate us, and wish to do us harm - they will leave. We support net negative immigration. Taking ultra-skilled migrants who will give far more than they take in small and manageable numbers, but shutting off entire visa routes from countries that are proven to supply us with miscreants and takers. The Red List. Those foreign individuals who are here, who work hard, who contribute to society will absolutely be welcome. But we will not allow millions of foreigners, mainly from the third world, to take the piss. If a foreign national is unable to support themselves financially, it is not our problem. They should leave. We should not pay for their benefits, their social housing, their NHS care. Again - it is not our problem. They will go home. Millions will go. Firm, but fair. Dual nationals who want to blow us up will have their British citizenship stripped, and deported. If they rape young girls, they will have their citizenship stripped, and deported. The spouse visa system will be eased, to allow citizens of non-red list countries to join their British partners. There are underhand attempts to misrepresent our position. Ignore it. Send them this post. We speak for ourselves, and only ourselves. This is not controversial. This is certainly not 'neo-nazi' as Reform claim. This is the position of the vast majority of the British people, and they finally have a political party representing that view now. Restore Britain.

Today I turn 55. I’m the fittest, sharpest, and happiest I’ve ever been. If I’m an outlier, it’s not because I’m built different or discovered a secret formula. The truth is far less glamorous: It’s a million tiny choices, compounded over decades. Here are 55 of them: 1. Walk 15+ miles a week, even if you do other exercise. Humans are uniquely made to move slowly over long distances—it’s critical to longevity. 2. Develop a writing practice. It’s the single best way to sharpen your mind. And remember, you don’t have to be a good writer to write. Start with 10 minutes a day. 3. Swap out your toothpaste, deodorant, lotions, soap, shampoo, and other personal care products for natural versions. Here’s a rule of thumb: Don’t put anything on your skin that you couldn’t safely eat. 4. If you have a positive thought about someone, don’t keep it to yourself—share it immediately. Encouragement defies the laws of physics: When you give energy, you also receive it. 5. Wear shoes with a wide forefoot (I like Topo Athletic) and wear toe spreaders around the house (search “yoga toes” on Amazon). Spine health begins with the feet. 6. Get sunlight regularly. Moderate sun exposure (without sunscreen) is hugely important for overall health. 7. Do a 3-minute deep (“ass to grass”) squat every morning. Deep squats are often called the anti-aging exercise. It’s been said that, “It’s not that you can’t do deep squats because you’re old, it’s that you’re old because you can’t do deep squats.” 8. Explore minimalism (it’s not what you think it is). 9. Set boundaries on toxic relationships. We tend to cling to relationships past their expiration date, and it takes a bigger toll on our health than we recognize. 10. Eat real food. Not too much. Don’t eat garbage. Binge occasionally. Fast occasionally. That’s the diet. 11. Learn about FIRE. It’s a great framework for financial success. 12. Don’t take antibiotics except in emergency situations. They’re massively over-prescribed and aren’t needed in most cases. Antibiotics have done untold damage to our guts, which is where health begins. Great natural alternatives are out there. 13. Get 8 hours of quality sleep each night. To optimize sleep: —Don’t eat after 6pm —Get blackout shades and cover LEDs with black tape —No screens 2 hours before bed —Try ashwagandha (an herb) to calm the nervous system 14. Stop drinking, even in moderation. People find all sorts of ways to justify drinking, but there’s no escaping the simple fact that alcohol is a toxin and it limits your potential. 15. Travel as much as possible. Nothing expands the mind like seeing the world. And travel doesn’t have to be expensive—the best experiences happen outside of fancy resorts, when you live like a local. 16. Let go of resentment. When you forgive someone, you release the prisoner, and the prisoner isn’t them… it’s you. 17. Show up on time, every time. Poor time management limits success more than most people realize. If you struggle with punctuality, stop everything else and fix that first. 18. Spend lots of time in nature and touch the earth. Humans evolved over 300k years to live in harmony with nature, and only recently have we retreated indoors. If you don’t spend time outside, you’re fighting biology (hint: You won’t win.) 19. Stop doing dumb things. As Leo Tolstoy said, “People try to do all sorts of clever and difficult things to improve life instead of doing the simplest, easiest thing—refusing to participate in activities that make life bad.” 20. Find your happy place and (eventually) move there. Most people live where they live because... that's where they live. We are products of our environment—choose yours carefully. 21. Find a hobby and pursue mastery. You can’t have a happy life without a passionate pursuit that isn’t your vocation. Your work—even if you enjoy it—isn’t enough. 22. Avoid mainstream medicine except as a last resort. The results are in—our healthcare (or more appropriately, sick care) system is badly broken and only makes people sicker. 23. Have a mindset of abundance. There is no advantage to being a pessimist—even if you’re right, it’s a miserable way to live. In a very real way… whatever you believe, you’re right! 24. Do hard things. Choose courage over comfort. Everything you want is on the other side of fear and hard work. As Jerzy Gregorik said, “Hard choices, easy life. Easy choices, hard life.” 25. Ignore haters. Hurt people hurt people. Negative/toxic people live in a prison of their own design. Don’t join them! 26. Say no. Protect your time and energy like it’s your most precious asset… because it is. 27. Become a water snob. As an alien said on Star Trek, humans are “ugly bags of mostly water.” You are what you drink—literally! We have Mountain Valley Spring water delivered in glass 5-gallon jugs and also have whole-house water filter (Aquasana Rhino). 28. Stop drinking sodas and sugary energy drinks. After a few weeks you won’t miss them, and a few months later they’ll seem disgusting. Refined sugar causes inflammation, which is the root of most disease. 29. If you’re over 35, find a good functional/longevity medicine doctor and start tracking your hormones. Modern life is hell on the endocrine system and restoring healthy hormone levels can change your life. As we get older, we either accept a slow decline in performance or we do something about it—choose the latter! 30. Develop a morning routine and follow it faithfully. Win the morning, win the day! 31. Invest in experiences, not things. People frequently regret buying things, but rarely regret investing in great experiences (especially when shared with loved ones). Remember, there’s nothing you can buy in a mall that you’ll remember in ten years. 32. Explore spirituality. It’s arrogant and small-minded to believe there’s nothing going on in our universe that is beyond our comprehension. We know less about our universe than an ant meandering on a sidewalk understands about this planet. 33. Have a strong bias toward action—doing rather than talking. If you ask a bunch of old people about their regrets, they’ll talk about the things they *didn't* do—the shots they didn’t take—more than the things they did do (even if it went wrong). As Wayne Gretzky famously said, “You miss 100% of the shots you don’t take.” Most people don’t take enough shots. 34. Stay lean. Men in particular are obsessed with muscle mass these days, but bulk doesn’t age well. The goal is to be strong but lean. The fittest guys in their 50s and beyond aren’t meatheads, they’re lean guys who are serious about a sport. 35. Curate your inner circle carefully. Surround yourself with people you admire and who challenge you to grow. Remember, we’re the average of our 5 closest relationships. 36. Be the fittest version of yourself. Your body is your only vessel for experiencing life—so treat it as such. Fitness isn’t working out a few times a week, it’s a lifestyle. The older you get, the more time you need to devote to your health. 37. Take the time to appreciate art and beauty in all its forms. 38. Think globally, but act locally. Too many people put their energy into far-away problems they don’t understand and can’t impact, while ignoring problems right under their nose. Want to change the world? Start at home. 39. Try psychedelics. It’s one of those things everyone should do at least once, and it might be the breakthrough you’ve been looking for. 40. Limit bad habits, including unhealthy thought patterns. We all have them—practice avoidance and find substitutes. Get professional help if needed. 41. Be a lifelong learner. Your brain is just like a muscle—if you don’t feed and flex it regularly, it will atrophy. 42. Find your purpose. People with a strong sense of purpose are happier and live longer. Lack of purpose sucks energy and magnifies depression. 43. Only take advice from people who embody the traits you want to have. Talk is cheap—emulate those who have DONE it. 44. The goal is not to retire and do nothing, it’s to build a great day-to-day life that you don’t need to escape. A life of leisure is a slow death. Happiness isn’t possible without a little struggle, uncertainty, and skin in the game. 45. Have fun! Do frivolous and silly things that make you smile. As George Bernard Shaw famously said, “We don't stop playing because we grow old; we grow old because we stop playing.” 46. Whatever you want to do or achieve in life, start NOW. Don’t fall victim to “someday thinking” because someday never comes. 47. Accumulate assets—things that grow in value over time. It’s the #1 habit of rich people, and it can be done in tiny chunks. Instead of spending $100 on an impulse purchase that has no lasting value, put that money into an index fund or Bitcoin. It becomes addictive (in a good way). 48. Don’t ignore the big 3 canaries in the coal mine for health: —Low libido (and ED) —Frequent sinus & respiratory issues —Depression These usually aren’t medical conditions in themselves, they’re symptoms of an underlying problem. Find a good doc (outside of the mainstream) and figure out the root cause. 49. Have a clear vision for your future. How can you decide which direction to go if you haven’t clearly defined the destination? It sounds obvious, but 95% of people haven’t defined their “Ideal End State” in detail and in writing. (Check out my thread on this topic.) 50. Make your own decisions. We live in an era where most of what society tells us is wrong. Don’t be afraid to break from societal norms—if people say you’re crazy, it’s a sign that you’re doing something right. 51. Get hardcore about mobility exercise. As you age, it’s usually the knees, hips, and lower back that limit physical performance. 30 min a couple times a week can spare you a lifetime of pain. YouTube is a great resource. 52. Go all in on family. Get married, stay married, have kids. Burn the boats. In the end, family is all that matters. 53. Be ruthless with your time. Money comes and goes. Time only goes. Audit your calendar ruthlessly—cut the trivial, double down on the meaningful, and spend your hours like your life depends on it. (Because it does.) 54. Have a strong bias toward action. Be curious, try things, meet people—it’s how you increase your surface area for serendipity, the most powerful unseen force in our lives. 55. Reinvent yourself every decade. Over time, we slowly drift off course from our priorities, values, and true identity. Take stock and don’t be afraid to hit the reset button. Bold, calculated moves made for the right reasons almost always pay off—usually even more than you can imagine. 🎁 P.S. If you enjoyed this post, would you give me a birthday gift? Repost or comment with the item number(s) you liked best?

@ZssBecker 5Cv13fvjyH2QA8onXtspz6BzDgnSxt46FpFKH1TgJbgc

@ZssBecker Le BOSHHHHH