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ex: @claudeai | independent r̗̝esearcher on frontier ai | dm open

Pacific Heights, SF
Joined July 2014
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It is becoming f*cking dangerous: Fable 5.2 is already inside Claude Code, and it stays off until you turn it on 1. Update Claude Code to v2.1.321 or newer, the first version with Fable 5.2 2. Type /model fable, or start with claude --model fable 3. Check the Fable row in /model: if it says Requires usage credits, Fable spends credits instead of your plan limits 4. Hand it the ambiguous problems: a root cause hunt, an outage, an architecture call 5. Describe the result you want and let it work out the steps 6. Stop adding "verify your work" to prompts, it checks its own work more often than smaller models 7. Give it a whole task you would normally split into pieces Claude Code docs say it suits tasks larger than a single sitting 1M context window by default, medium effort to start, API price $8 / $40 per million tokens, down from $10 / $50 for Fable 5.1 Full guide in the article below
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It is becoming f*cking dangerous: Apple shipped its own plugin for Claude Code that builds, tests and runs your iPhone app 1. Update to Xcode 27 on your Mac, the plugin ships inside Xcode itself 2. Open Claude Code in your project and run /plugin install xcode@claude-plugins-official 3. Open the project in Xcode and allow the agent when Xcode asks the first time 4. Ask Claude to build the app and launch it on the iPhone simulator 5. Let it drive the simulator and check how the app behaves 6. Ask for SwiftUI previews and the build log, it reads the errors and fixes them 7. Run Apple's own skills: VoiceOver and Dynamic Type specialists, XCTest to Swift Testing Author on the listing: Apple Inc., added to Anthropic's official marketplace on Nov 6 Claude Code pulls the plugin from your local Xcode every session, so it updates with Xcode Full guide in the article below
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This is getting out of hand: everyone is making showreels with Opus 5.5 and sleeping on the ~450 ready-made motion blocks that make them look pro. HeyGen dropped HyperFrames on GitHub, a set of skills that plug straight into Claude: -> github.com/heygen-com/hyperf… Why are you still asking AI to draw every frame from scratch? Stop treating Claude as a script writer. Start turning it into a full motion studio. Here is the workflow: install the core set once, describe the video in one sentence, and Claude assembles it from ready blocks (kinetic type, captions, 3D camera moves). It works like a LEGO box for video: you never build a brick yourself, you just snap them together. Step-by-step setup: 1. Run npx skills add heygen-com/hyperframes and pick "Core Skills" 2. Type /hyperframes plus your idea, like a 10-second product intro with a fade-in title 3. Add /media-use for music, voiceover and color grading, or paste a Figma link into /figma 4. Move old Remotion, Lottie or Three.js projects over with /remotion-to-hyperframes 5. Run /reverse-any-video on any clip and instantly get it back as an editable project, frame by frame The whole install is one command, and you will never animate a title by hand again. Full step-by-step guide in the article below Make sure to save this post for later
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Motion designers are cooked. Opus 5.5 doesn't make videos. it writes the code that draws them I rewound every viral Opus 5.5 video. the same 7 layers sit under all of them: THE 7 LAYERS ┣ 01 picture · 900 still frames = 15 seconds of video ┣ 02 code · one function draws any moment: seek(t) ┣ 03 sound · every big moment lands on a beat ┣ 04 rules · a CLAUDE.md that bans the AI look by name ┣ 05 reference · cut a video you love into frames. steal the style, never the story ┣ 06 words · one line, one paragraph or one night (9,500 characters) ┗ 07 second look · claude scores its own frames, fixes the 3 worst, repeats until 8+ setup takes 10 minutes: /npm i -D playwright && npx playwright install chromium this video is one HTML file claude wrote. every frame drawn in JavaScript, every sound generated in python. 0 cameras, 0 After Effects 6 copy-paste prompts + the full rewind are in the article below ↓ bookmark it before you make your first one
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I don't understand why everyone isn't doing this yet: Anthropic's own Claude Code guide lists 7 habits you can stop 1. Stop typing think hard, it's plain text, effort is the control: set /effort or type ultrathink for one turn 2. Delete IMPORTANT and ALL CAPS, shouted rules get over-applied, turn hard rules into a hook or deny rule 3. Cut architecture and file trees from CLAUDE.md, Claude reads the repo, keep only what isn't in there 4. Drop keep going and don't be lazy, it's more likely to cause over-work, give Claude a check to pass, /goal for unattended runs 5. Quit spawning subagents just to save context, most models have a 1M window, keep them for parallel work 6. Stop handing a task to a subagent for a better answer, a fresh reviewer helps because it hasn't seen your reasoning 7. Stop rationing context, it compacts on its own, still /clear between tasks for better, cheaper answers Opus 5.5 runs at medium effort by default, /effort status shows yours In the terminal ultrathink turns rainbow when it can raise that turn to xhigh, v2.1.311+ Full guide in the article below
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It's pretty wild that people still run Claude Code bare when these 7 repos have over 1,000,000 GitHub stars combined 1. Load 4 coding rules drawn from Karpathy's post (230K): /plugin marketplace add forrestchang/andrej-karpathy-skills 2. Make Claude write the least code that works (186K): /plugin marketplace add DietrichGebert/ponytail 3. Add 7 design skills with 192 palettes (146K): /plugin marketplace add nextlevelbuilder/ui-ux-pro-max-skill 4. Run Garry Tan's own setup, /office-hours to /ship (141K): paste the install line from github.com/garrytan/gstack, needs Bun 5. Cut Claude's replies to caveman length, code stays exact (118K): /plugin marketplace add JuliusBrussee/caveman 6. Add Addy Osmani's 25 skills, spec to ship (114K): /plugin marketplace add addyosmani/agent-skills 7. Shrink the shell output Claude reads (86K): brew install rtk, then rtk init -g After each marketplace add, run /plugin and install it from the Discover tab gstack adds a Stop hook and Codex reviews of your diffs, rtk patches settings.json: read both READMEs first Full guide in the article below
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Everyone is obsessed with making AI smarter. Almost nobody is talking about the fact that their AI keeps forgetting everything they teach it. Claude Code can become something much more interesting than a coding assistant. A second brain that remembers your projects, decisions, people and notes across sessions. Here's how to build it: 1. Create a folder called SECOND BRAIN 2. Open Claude Code inside it 3. Add four folders: MEMORY/, notes/, people/, projects/ 4. Create a CLAUDE.md that tells Claude how to organize and retrieve important information 5. Use @-imports to load your most important memory files at startup 6. Tell Claude to save key decisions as Markdown files, one topic per file 7. Create a custom /brain skill to search your notes and bring relevant context back Now watch the video. Every branch represents stored knowledge. The glowing line visualizes a memory being retrieved. Something you decided weeks ago can become useful context in a completely new session. No vector database. No expensive memory app. Just Markdown files and Claude Code. The crazy part? Your knowledge doesn't have to disappear when the conversation ends. Full SECOND BRAIN setup in the article below.
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I still don't get why everyone isn't fixing this: Claude Code silently deletes your chats after 30 days, one line changes it 1. Open ~/.claude/settings.json and add "cleanupPeriodDays": 3650, 0 fails validation 2. Keep secrets out, transcripts sit in ~/.claude/projects as plain text, check the size: du -sh ~/.claude/projects 3. Name work while you still remember it: /rename auth-fix, later in the same repo claude --resume auth-fix 4. Query an old chat without touching it: claude -p --resume <session-id> --fork-session "list the decisions we made" >> decisions.md 5. Export the open chat: /export auth-fix.txt 6. Ask Claude to add a SessionEnd hook that copies transcript_path into your second brain folder, every chat lands there when it exits normally 7. Run /insights: an HTML report on what you work on and where you hit friction, it spends your tokens Plans, checkpoints, subagent logs and /insights reports go in the same sweep, no message shown Transcripts of sessions started or last continued in the desktop app or Cowork are exempt by default Full guide in the article below
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It is becoming f*cking dangerous: one command in Claude Code turns your codebase into a map, 141K stars in 7 months 1. Install with uv, the package has two y's: uv tool install --python 3.13 graphifyy 2. Add the skill to Claude Code: graphify install 3. List tests, docs and images in .graphifyignore: test factories took 6 of the top 10 spots in a repo Graphify reviewed, each image gets its own subagent 4. In a repo you trust, start Claude Code at the root, type /graphify . (tree-sitter parses code with no LLM, Claude still spends tokens running it) 5. Open graphify-out/graph.html and read GRAPH_REPORT.md: most connected nodes first, then surprising connections 6. Ask with words from your code: graphify query "auth token", or trace a path: graphify path "A" "B" --undirected 7. Remind Claude to check the graph: graphify claude install, rebuild the code part on every commit: graphify hook install Every edge is tagged EXTRACTED, INFERRED or AMBIGUOUS: check the source before you trust the last two Official repo: github.com/Graphify-Labs/gra… Full guide in the article below
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It is hard to believe, but 66,000 GitHub stars went to a way of running Claude Code without paying Anthropic 1. Open github.com/Alishahryar1/free…, on Mac or Linux run the curl installer from the README 2. Run fcc-server on Linux or open the Free Claude Code app on Mac and Windows, it opens the Admin UI 3. Turn on Proxy Authentication with your own token, by default the proxy is open to your whole network 4. Create an API key at build.nvidia.com, paste it under Providers, NVIDIA NIM, Add key, Save, then click Apply 5. Start the agent with fcc-claude 6. Switch in the native /model picker among providers you set up, 61 in the catalog, free and paid, DeepSeek, Kimi, Groq, Ollama 7. Add Fallback Models so a dead provider rolls to the next one, a failed request can consume usage from more than one Free routes mean other models, not Claude, Anthropic does not support this, and your code goes to the provider unless it is local The README claims 1.3B+ free tokens a month, availability and limits are set by each provider and can change Full guide in the article below
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Whoever built this will put video editors out of work: raw footage in a folder, Claude Code hands back final.mp4 1. Paste the setup prompt from github.com/browser-use/video… into Claude Code, it installs itself 2. Export your ElevenLabs key first, the tool is free and open source, you pay for transcription and Claude usage 3. Drop your raw takes into one folder, cd there and run claude, transcription starts right away so test on one short clip 4. Type: edit these into a launch video 5. Read the plan it proposes and say OK, it does not touch the cut before that 6. Wait while it removes umms and dead space, ask for color grade, subtitles and overlays too, each overlay gets its own subagent 7. Approve the preview to get edit/final.mp4, every cut is checked first, up to 3 fix passes 30K+ GitHub stars, MIT license, works for talking heads, montages, tutorials, travel, interviews Claude reads a ~12KB transcript plus PNG filmstrips, frame by frame would be about 45M tokens Full guide in the article below
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I still don't get why anyone builds a second brain for Claude Code from scratch when these 7 repos have over 75,000 stars combined 1. Teach Claude Obsidian's formats and tools with 6 skills from its CEO: github.com/kepano/obsidian-s… 2. Run wiki-ingest on text in inbox/, review the plan, get linked notes: github.com/AgriciDaniel/clau… 3. Save decisions and tasks with obsidian-save, load your current state next session with obsidian-world: github.com/eugeniughelbur/ob… 4. Run an unofficial Karpathy-style wiki with ingest, query and lint: github.com/Astro-Han/karpath… 5. Copy a starter vault plus 18 skills and 72 commands: github.com/undefined-ui/seco… 6. Turn your ChatGPT and Claude exports into linked notes, run only step 1 of its README: github.com/charlie947/ai-sec… 7. Split auto-loaded memory from wiki pages read on demand, ignore its tip to keep secrets in memory: github.com/MehmetGoekce/llm-… Pick one, they overlap: all seven work with plain Markdown you can open in any editor Full guide in the article below
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It is becoming f*cking dangerous: one line in Claude Code builds a turbofan with 3,597 parts you can cut open and break 1. Install the open source skill (Node 22.20+): npx skills add AirsupHQ/machine-skill -g -a claude-code 2. Add Playwright in its folder: cd ~/.claude/skills/machine && npm i && npx playwright install chromium 3. Open a new Claude Code session in an empty folder and type: /machine a turbofan jet engine, the kind that pushes a widebody off the runway 4. Let Claude write down real dimensions, parts list and physics, then build it 5. Open the HTML file, drag the throttle, try explode, cutaway, x-ray 6. Hit the break button: it throws a fan blade and the solver computes the load the case has to hold 7. Film it from that folder with your file's name (needs ffmpeg): node ~/.claude/skills/machine/scripts/record.mjs turbofan.html out/turbofan.mp4 The makers' estimate: about an hour per machine You get one HTML file: the makers' demo counts 3,597 parts, nearly all blades, yours will differ, and the physics is a small model, not CFD Full guide in the article below
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It is becoming f*cking dangerous: Claude Code turns into a web crawler for almost any website, and you write zero lines of code 1. Install Microsoft's Playwright CLI (needs Node.js 20+): npm install -g @playwright/cli@latest 2. Run playwright-cli install --skills in your project folder, it adds a browser skill to .claude/skills 3. Open Claude Code in that folder, paste the start URLs and add: use playwright-cli 4. Name the fields you need: titles, prices, links, dates 5. Tell it to follow internal links, skip duplicates and respect robots.txt 6. Open a second terminal tab and run playwright-cli show to watch the browser live 7. Ask Claude to save the results to data.json, then turn the run into a script and test it once so you can rerun it Even Microsoft's Playwright MCP README says coding agents increasingly favor CLI with skills over MCP because it is more token-efficient Full guide in the article below
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This is getting out of hand: Karpathy shared one text file, and Claude Code turns your PDFs into a wiki it maintains for you 1. Make a folder and open Claude Code inside it 2. Create raw/ for your sources and wiki/ for the pages 3. Paste Karpathy's LLM Wiki idea file and ask Claude to write CLAUDE.md for your topic 4. Put a PDF, transcript or article in raw/ 5. Tell Claude to ingest it: a summary page, index.md and related pages updated, a new entry in log.md 6. Ask anything: it answers from wiki/ with citations, good answers can be saved as new pages 7. Ask for a lint pass now and then: contradictions, stale claims, orphan pages One source might touch 10-15 pages, so your knowledge is compiled once and kept current, not re-derived on every question Full guide in the article below
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You are making a painful mistake if you still use Claude Code's default answers: one Markdown file rewrites how it talks to you 1. Type /output-style to see the four built-in styles besides Default 2. Run /output-style concise: every answer leads with the result, no preamble 3. Switch to explanatory: short ★ Insight blocks show why Claude wrote that code 4. Pick learning: Claude leaves TODO(human) spots for you to write yourself 5. Create your own: save diagrams-first.md in ~/.claude/output-styles with your rules 6. Add keep-coding-instructions: true so Claude still codes the same way 7. Restart Claude Code, run /output-style diagrams-first and ask it to explain your app It sets Claude's role, tone and format for every response in the session, so you stop repeating the same request in each prompt Full guide in the article below
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It is becoming f*cking dangerous: the creator of Claude Code says one habit makes the final result 2-3x better 1. Give Claude a way to check its own work: tests, a bash command, a browser 2. Say "Prove to me this works" and have Claude diff the behavior of main vs your feature branch 3. Spin up a second Claude to review the plan as a staff engineer 4. End every correction with "Update your CLAUDE.md so you don't make that mistake again" 5. Check CLAUDE.md into git so the whole team shares the lessons 6. Set an agent Stop hook on long tasks, it runs the verification for you Boris calls it probably the most important thing for great results in Claude Code His own setup: Claude opens a browser, tests the UI and keeps iterating until the code works Full guide in the article below
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I don't understand why everyone isn't using this yet: Claude Code can audit your CLAUDE.md and catch rules meant for older models 1. Update Claude Code to v2.1.283 or newer: claude update 2. Open your project and run /doctor prompt-audit 3. It reads CLAUDE.md, AGENTS.md, rules, skills and commands in .claude/ and ~/.claude/ 4. It flags instructions aimed at older models 5. It finds references to files and commands that don't exist 6. It catches files that contradict each other 7. You get a report with proposed edits, nothing changes until you ask Claude to apply them One folder only: /doctor prompt-audit .claude/skills/deploy Anthropic's docs: keep each CLAUDE.md under 200 lines, and if two rules contradict each other, Claude may pick one arbitrarily Full CLAUDE.md and folder setup in the article below
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It is becoming f*cking dangerous: one prompt turns Claude Code into a FULL crypto trading agent that switches tactics when the market flips Zero code. Copy, paste, fill in exchange, pairs, timeframe, capital: Time: 1 min to paste Action: drop into Claude Code One-strategy bots trade a flat day and a dump the same way. This one does not Regime Detector: labels each bar SIDEWAYS, CHOPPY or DUMP via ADX+ATR, swaps playbook Kill Switch: equity falls 15% below peak, positions close, halt survives restarts Backtest Gate: 3+ years with fees, slippage and unseen data, blocks any strategy that lost or fell >15% Nightly Review: writes a tweaks report overnight, nothing changes without your OK Paper Mode: sim orders on live prices, no real money until you set LIVE=true Old way: code and test every rule by hand Now: one prompt, Claude Code builds the bot, tests risk, shows diff before running Passed backtest = survived the past, not a profit guarantee. Stay on paper until you trust it Full prompt in the reply below, bookmark this
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