THIS IS HOW FABLE 5 MOVES WHEN YOUR VAULT... IS BUILT RIGHT direct path. zero wandering. hits the target on the first try. without structure it's the opposite. 7 files opened. 2 minutes wasted. brief from 3 months ago still missing. one index file per major folder. gives the agent a direct line to what it needs. same task dropped from 2 minutes to 10 seconds. same model. nothing else changed. build the path or watch it search in the dark. full breakdown in the article below ↓show more

SOMEONE MAPPED CHAOS INTO A NAVIGABLE SPACE AND YOUR... HERMES AGENT NEEDS THE SAME THING thousands of chaotic data points, each given a position, navigation becomes instant because the structure does the work your vault is the same chaos, hermes lands in it and opens files at random because nothing tells it where to start one index file per major folder with a clear starting point changes everything 2 minutes per task drops to 10 seconds, same agent, same model full breakdown in the article below ↓show more

I MADE MY AI AGENT 10X FASTER WITHOUT CHANGING... THE MODEL not a smarter model, not a bigger context window, not another clever prompt the same kind of AI that designs vaccines for viruses we have not even met yet was spending two minutes opening the wrong files just to hand me a brief from three months ago the problem was never capability, it was the scaffolding that piled up around my agent by accident, folder by folder an agent does not think in your categories, it searches from scratch every single time, and your tidy human folders are a maze to it the fix was almost stupidly small, one index file at the root of each big folder and a few numbers in front of the folder names slowest task dropped from 2 minutes to 26 seconds, fastest ones hit 10, zero model changes capability is cheap when the scaffolding around it is broken the article breaks down the whole system in 15 minutes ↓show more

YOUR OBSIDIAN VAULT READS ALL 2,000 NOTES TO ANSWER... ONE QUESTION. THAT'S NOT A SECOND BRAIN. That's a hoarder with markdown files. Hundreds of thousands of tokens burned per answer, and it still grabs the wrong note half the time. A real second brain runs on a graph: a router, an index, nodes, edges. Fable 5 reads 2-3 files instead of the whole vault. Answer back in under a second. The graph view everyone screenshots in Obsidian is a poster. The index is the actual engine. Full 11-step build below, from raw vault to working graph 👇show more

holy sh*t. Jev's founder Diogo Almeida dropped a Google... Doc on coding agents one of these PDFs has the map everyone needs: where Jev sits in an agent loop ↓ agents do the work, Jev makes the calls, the LLM only writes: 1 → task in: one Noul before anything runs. in scope, or does a human need to see it first? 2 → dispatch: a Choice picks who takes the step (research, write or review). act at 0.85+, everything below goes to review 3 → act: Jev gates the tool call (allow, confirm or block). the LLM only writes the arguments 4 → check: a Score decides what comes back (drop, summary or keep). whatever Jev is unsure of goes to a human 5 → finish: Jev says done above 0.8, then code proves the file actually exists the LLM shows up in 2 of 5 stages. everything else is a typed answer, plain code or a person. don't refactor your agent. hand Jev the one fork it hits most (usually the tool gate or dispatch) and watch 3 numbers for a week: cost per completed task, time per completed task, and how often escalation fired and whether it was right. if escalation never fires, the threshold is too loose and your agent is quietly running unsupervised.show more

This is the one GitHub repo that everyone needs... to save. The CEO of Obsidian literally open-sourced his entire Claude Skills vault. It's his personal Obsidian vault template, and it's built to 10x your AI productivity. To get started: 1. Download the vault in the GitHub link below 2. Unzip the .zip file (Claude can help here) 3. Open Obsidian & create a new vault pointing to that folder →show more

PRUNA JUST DROPPED P-VIDEO-2-PRO REFERENCE You give it a... prompt and your own references, and it gives you back a video with sound. I made this runway clip with it 👇 → Up to 9 images, 3 videos and 3 audio clips as references → Clips from 5 to 15 seconds → 480p or 768p at 24 fps → A 5s clip renders in under 2 seconds → Starts at $0.02 per second of video It's built on MiniMax H3 Ref2V and has two modes: speed when you need it fast, cost when you need it cheap. Most video models lose the character halfway through. This one keeps him the same from the first frame to the last. Pruna AIshow more

Hermès, swapped to LVMH in 10 seconds on the... $XRP Ledger. $wRMS to $wLVMH. No direct pair exists. Trensik routing built the path and settled it atomically. Trade now:show more

Fable 5 just dropped and someone already built a... $10k-looking website with it. Here's the full workflow The smooth scrolling, the animations, the transitions, all built with Fable 5. Here's how to get the same result instead of a generic template. 1. Steal a direction first. Go to Mobbin or Godly and find a site whose feel you love. Screenshot it. Fable copies a vibe far better than it invents one. 2. Grab real components. Pull animation-ready blocks from Aceternity UI or Magic UI. These are built for exactly this look (scroll reveals, parallax, gradients). 3. Prompt Fable with all of it. Switch to Fable 5 in Claude Code, drop in your screenshots and the component references, and describe the sections and scroll behavior you want. Let it plan before it builds. 4. Animate with the right tools. Tell it to use GSAP with ScrollTrigger for scroll effects, or Framer Motion for React. This is what separates "nice" from "$10k." 5. Iterate on feel, not code. Preview it, then give Fable specific notes ("slower fade, more spacing on mobile") until it lands. Bookmark thisshow more

this is f**king dangerous someone figured out how to... make Opus 4.8 run on Fable 5's brain with one prompt access to the best model is never guaranteed. It disappeared once already this year. but you can use it forever. here's how: 1. ask Fable 5: "write the operating manual your replacement will run on" (procedures, failure modes, a 5-question self-test) 2. save the output as one .md file and drop it into a new Claude Project as the project instructions 3. switch to Opus 4.8 and now your everyday model runs off the smart one's method, no top-tier price save and bookmark this no matter what full extraction prompt is in the article below: ↓show more

my team didn't want me to give this away... for free. But I'm going to do it anyway it's the SEO & AI search dashboard I built in Claude Code it connects to your Google Analytics (GA4) and Google Search Console and Claude Code builds it in 5 minutes and I made a Notion document and a skill file so you can build this in Claude Code yourself in literally minutes the dashboard has three tabs: 1. AI Search - How much traffic is coming from ChatGPT, Perplexity, and Gemini ETC. It aggregates the GA4 data and gives single number 2. Paid ads - which keywords rank top 3 for but still pay for ads on, you should cut these to save budget 3. Organic overview - sessions, conversions, top landing pages, demographics. The single view for what is working I built this because this is how I drive our SEO and AEO forward it gives me the insights I need to allocate budget and prioritize what content to work on next I decided to give it away because most companies have no idea AI search is already sending them traffic like this post and comment "AEOdashboard" and I'll send it overshow more

Someone leaked the system prompts of every major AI,... including Fable 5. That means you can basically run Fable at Opus prices Every AI model runs on a hidden system prompt: the secret instructions that shape how it behaves, its tone, its formatting, what it will and won't do. The personality and rules behind the model. Companies never show you these. Now they're public. A GitHub repo (asgeirtj/system_prompts_leaks) collects the leaked system prompts behind Claude, ChatGPT, Gemini, Grok, Copilot and more. Fable 5's is in there, plus a diff showing exactly what Anthropic changed from Opus 4.8. So you can paste Fable 5's prompt into a cheaper model like Opus 4.8, and it'll start behaving like Fable, same style, same habits. You won't get Fable's actual intelligence (that lives in the model), but you get its feel. The real value: it's a masterclass in prompt engineering. The Opus-to-Fable diff shows exactly what Anthropic tuned for their most powerful model. Steal those patterns. How to use it: 1. Open the repo and go to the Anthropic section 2. Open Fable 5's system prompt, or the Opus 4.8 diff 3. Copy it, paste it as the system prompt in your own model or API call 4. Or just read the diff and lift the patterns into your own prompts Bookmark thisshow more

this is f*cking gold. I told Fable 5 it's... a retiring engineer on its last week, and its final task is to leave everything behind for the team replacing it. It read my entire git history. Every mistake, every dead end, every fix that finally worked. Then it started writing them into skill files so the cheaper models replacing it never repeat what I got wrong. Fable leaves July 12. What it leaves behind is up to you. (full breakdown in the article below)show more

$700/day on the 5m BTC market. Polymarket x Binance.... it repeats hundreds of times a day. the whole thing fits in one line: when to buy, at what price and how fast. the bot watches BTC on Binance and uses it to work out what the UP share on Polymarket should cost right now. if that price jumps 20c+ within 5 seconds and goes over 60c, while Polymarket is still selling the share 10c+ cheaper, you buy in that same second. say the window opened at 83,200. in 5 seconds BTC on Binance goes from 83,215 to 83,330, with 2 minutes left in the window. by the math UP goes from 55c to 77c, and Polymarket is still selling it at 56c. that's a 21c gap, you buy. how to run it yourself: prices on Polymarket are set by people and bots who watch Binance and adjust to the price there. so Binance is what we care about first. we're waiting for sharp price jumps. what we're after is the gap between Binance and Polymarket. here's the edge: first - your bot has to tie the $ price on Binance to the share price (¢) on Polymarket. second - the bot has to compare the exchange price and PM every second. the moment a 10c spread shows up, the bot opens a trade on Polymarket in that same second, in the direction Binance moved. here's a wallet that traded it:show more

jev + opus 5.5 for design is insane... a... launch video used to mean an agency, weeks of back and forth and a fat invoice. now Opus 5.5 makes the video, the ad cuts and the landing page from one brief. the video below: made in 3 minutes. at 0:09 it drops into edit mode - dot grid, selection handles, pixel sizes on every card - so you see exactly how it was built. but most people get the same mid result: centered text, gradient background, everything fading in. That's Opus's default look when it has nothing to copy. here's the pipeline that makes it look like an agency did it: 1. Build the brand brain first → logo, colors, fonts, screenshots of your real product, your best ad copy → have Opus turn it into a DESIGN.md. The video and the site both follow it 2. Steal a reference, don't describe one → pick 1-2 launch videos with the pacing you want → "make it like this" beats "make it modern and punchy" every time 3. Give it a renderer → install HyperFrames or Remotion: every scene is code, rendered straight to mp4 → a change = one line and a re-render, not starting over 4. Use real components → buttons, cards and UI from 21st_dev instead of empty placeholder boxes → fake-looking UI is the fastest way to look cheap 5. Storyboard before motion → 3 storyboard options, you pick one, then one still per scene → fixing a still takes seconds, fixing a render takes a re-render 6. Run it as a 4-person team + jev → breakdown: pull pacing, type and transitions from the reference → storyboard: the 3 options and the stills → build: every scene in code, music, draft render → review: watch it second by second, list the problems, touch nothing → jev: scores every review note against DESIGN.md (fix now / later / skip) in milliseconds, so build only touches what matters 7. Cut the ads from the same project → same scenes, different hooks: pain first, result first, offer first → 9:16 for reels, 1:1 for feed, 16:9 for YouTube. No reshoots 8. Ship the landing page from the same DESIGN.md → the hero is a looping cut of the launch video → before launch: mobile, every button state, zero placeholder text 9. Give notes like a director → "slow this zoom by half", "hard cut here", "push in on the button" → "make it better" gets random changes paste this into Claude Code 👇 "Read my brand folder and write DESIGN.md. Break down the reference video I give you: pacing, type, transitions. Show me 3 storyboards, then one still per scene for the one I pick. Build every scene in HyperFrames, add music, render a draft. Review it second by second without editing and list the problems. Pass every note to Jev and have it score each one against DESIGN.md: fix now / later / skip. Fix only "fix now". After I approve: cut 3 ad variants with different hooks in 9:16, 1:1 and 16:9, then build the landing page from the same DESIGN.md with the video loop as the hero." everyone has the same model. bookmark this and start using the edge.show more

I gained 25,600+ visitors in 6 months. Here's how... I achieved this: 1. Go to Google Search Console. 2. Now, select the last 3 months of data. 3. Open any URL from the Pages tab. 4. Download the Excel or CSV file. 5. Open Claude and upload the file. 6. Find missing keywords. 7. Add those keywords to the content. You can also automate it, too. Yeah, by connecting GSC to Claude...show more

🚨Gemini 3.6 Flash is trash I tested it on... a 3D Golden Gate Bridge, and the results were awful. • I had to re-prompt it three times because it repeatedly ignored the instructions. • First attempt, instead of creating the requested .html file, it first tried to build the experience inside the Gemini app using simulations. • Then second attempt it started placing images from the web into the chat rather than actually producing the file. • Even after getting it to complete the task, the final output was dramatically worse than Gemini 3.1 Pro, which is 5 months old and now not even a top 10 model on leaderboards. This feels like a regression from Gemini 3.5 Flash and honestly, it is one of the weakest models I have tested in the past few months. Has anyone else tested Gemini 3.6 Flash yet, and are you seeing the same thing?show more

I STOPPED REVIEWING MY OWN AGENT, SOMETHING ELSE DOES... IT NOW I used to read every diff it produced and approve most of them, because an agent grading itself always says the work is good. -> Now a second model with different instructions tries to break the work first, and I only read what survived. Here is what is actually in the folder that took over the night shift: • the brief > CONTRACT.md -- what it may touch, and what it may never touch. > VISION.md -- the destination, so turn 47 still knows why it started. • the gate > judge/ -- a different model, never the one that wrote the code. > break-it.md -- it opens the page, clicks, screenshots, reports back. > -- no opinion, just zero or non-zero. > shift.yml -- 03:30 every night, laptop closed. • the memory > receipts/ -- one folder per night, dated and graded. > STATE.md -- where it stopped and what it escalated. > lessons.log -- the flaky test, written down once instead of rediscovered weekly. • the brakes > caps.json -- turn limit, retry limit, spend limit. > -- written on day one, used never. The generator decides what your loop can produce -> The judge decides what it refuses to produce. One of those is the part everyone builds -> The other is why most loops quietly fail. Bookmark it & Read Full breakdown below ↓show more

Visualizer of our MultiAgentRouter 🤖 The MultiAgentRouter is an... all-new multi-agent structure that leverages a hierarchical pattern to select the most specialized agent for your task. Here's how it works: Step 1. You give a task. Step 2. The Boss Agent Routes your task to the most specialized Agent Step 3. The selected agent returns your response! Get started with it now below ⬇️ Thanks to WE!SS for the visualizer!!show more

Alright, now that we know *what* an agent is,... how does it actually work? When you ask for help on a task, the agent plans a series of steps and executes them directly in the application on your behalf, using the tools it has access to. Say you are booking a local service or trying to organize your inbox (which typically takes multiple steps): the AI model first plans how to achieve the task using its existing knowledge and then interacts with your inbox to execute the task. The agent will continue until it is confident the task has been successfully completed.show more

holy f*cking sh*t i plugged my iphone 13 into... my computer last night and claude found 1,284 photos apple swore i had deleted one prompt. 4 minutes. no code. i just asked claude to tell me where my storage was actually going it opened a folder i did not know existed: PhotoData/MISC/Originals inside, in full resolution with gps and timestamps still attached: -> original un-edited versions of every photo i cropped or filtered in the last 2 years -> full-res copies of photos i cleared from Recently Deleted months ago -> live photo motion files for pictures i deleted a year ago -> gps-tagged shots from locations i do not want on record the thing apple does not say out loud: when you edit a photo, ios keeps the ORIGINAL as a separate file so you can "revert". that file does NOT get deleted when you delete the photo the shot you cropped a face out of 2 years ago is still a full image with that face in it. right now. on your phone i would never have found this on my own. i did not know the folder existed. claude read the backup like a map and handed me 1,284 receipts then it listed every app with Photos access, sorted by last used. 17 apps. 6 i did not recognize. one from 2023 revoked all of them in 90 seconds. settings → privacy → photos → none the prompt is in the article below. 8 minutes end to end what else is on your iphone right now that only claude would notice bookmark this before your next backupshow more