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oliviscusai

Oliver Prompts

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@oliviscusai

Helping you understand AI. Software Engineer. Opinions are personal. DM for collabs.

RosterAI Agents & Productivity ToolsTech Career & Coding Education
22,580 followers · 11 following · Last polled 3h ago
Perf. Score
51.8
Rank #218
Value Score
15.4
#232 of 273 priced
Median views
1.6K
p25 1.2K · trailing 7d
Followers
23K
+0.4% 7d
ER (impr.)
4.18%
eng ÷ impressions
ER (foll.)
0.56%
eng ÷ followers
Est. CPM
$220.82
QT-rate basis
WoW views
-95.6%
▼ falling

Rates & value · est. from 1.6K median organic views

overpriced
Quote tweetbasis
$350
$220.82 / 1K views
Post
—
no CPM
Thread
—
no CPM
Retweet
—
no CPM
Value Score 15.4 · rank #232 of 273 priced$7777.78 / 1K engagementsrate age unknown (pre-audit import)

Trends

Follower growth
Median views / day
Engagement rate
View distribution · trailing-7d posts

Each blue dot is one organic post. The Performance Score ranks by the median (1.6K), not the mean (3.0K) — so a single viral post doesn't inflate a creator's reach. The p25 floor (1.2K) is the level 75% of posts clear.

Recent posts · ranked by views

PostPostedViewsLikesRepostsRepliesQuotesBookmarksER
The entire RAG industry is about to get cooked. Researchers developed a new RAG approach that bypasses almost everything traditional RAG depends on. - No vector DB - No data embeddings - No chunking - No similarity search It's called PageIndex. Instead of splitting your documents into chunks and loading them into Pinecone, it creates a tree index that lets the LLM reason through them like a human reading a book. 98.7% on FinanceBench. Outperforms every vector RAG on the leaderboard. 100% free. Open source.frozen24d ago457K4.9K519179678.8K3.15%
"I don't have a GPU" is officially dead 🤯 You can now run 70B model on a single 4GB GPU and it even scales up to the colossal Llama 3.1 405B on just 8GB of VRAM. AirLLM uses "Layer-wise Inference." Instead of loading the whole model, it loads, computes, and flushes one layer at a time → No quantization needed by default → Supports Llama, Qwen, and Mistral → Works on Linux, Windows, and macOS 100% Open Source.frozen12d ago
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3.82%
NVIDIA really removed the biggest friction point in Voice AI 🤯 They open-sourced PersonaPlex-7B, a full-duplex conversational model that can listen and speak at the same time. Instead of waiting for you to finish talking, it uses a dual-stream architecture to process and respond in real-time. 100% Open-Source and Free.frozen11d ago255K4.4K40099315.6K4.13%
Wow Nvidia has just released a tool to turn any image into an explorable 3D world And they made it 100% open source 🔥 - Model available on Hugging Face - UI code available on GitHub Lyra 2.0 creates a world you can walk through, turn around in, and even drop a robot into for simulation.frozen22d ago123K2.1K24637242.5K3.94%
Microsoft just changed the game 🤯 They've open-sourced bitnet.cpp, a 1-bit LLM inference framework. It let's you run 100B parameter models on your local CPU without GPUs. - 6.17x faster inference - 82.2% less energy on CPUs 100% Open Source. https://t.co/rSXJSTh36Pfrozen13d ago113K1.2K1555481.4K2.50%
You can now run a full WhatsApp API on your own server for free. It's called OpenWA. WhatsApp Business API costs businesses money and ties you to their platform. OpenWA gives you the same automation power, self-hosted and free. → Send and receive messages through a simple API → Run multiple WhatsApp sessions simultaneously → Manage sessions and webhooks with a modern web dashboard → Connect it to n8n, Home Assistant, and your own custom apps One Docker command and your local dashboard is up and running. 100% Free. Open Source.frozen22d ago64K345331827521.80%
This desktop app turns any photo into a 3D model, running entirely on your own GPU. It's called Modly. Local, open source AI-powered image-to-3D mesh generation, no cloud processing, no subscription. > Works on Windows, Linux, and Apple Silicon macOS > Visual workflow builder: Image → Generate Mesh → Add to Scene > Smooth and decimate imported meshes directly in-app > Supports external model extensions for different generation styles 100% Free. Open Source.frozen14d ago42K1.1K1162761.4K6.28%
Want to know how a feature works in an app, down to the binary level...? Meet REA (Reverse Engineer Anything), an open-source toolkit that lets your AI agent reverse-engineer software through MCP and CLI. - Decompile apps and native binaries - Follow execution and examine the evidence - Rebuild features in your own stackfrozen18d ago26K587701036585.08%
GPT-6.1 Sol + Blender MCP is INSANE 😱 I just turned some multi-view Gundam photos into a textured 3D model I could rotate, zoom, and explore in UNDER 10 minutes. No modeling experience. Just reference images and prompts. Here’s how I did it ↓ https://t.co/ovzBBuz9BWfrozen19d ago24K365351934273.48%
Your PC can now run an entire AI studio for free. Locally Uncensored puts chat, image generation, video generation, and a coding agent in one desktop app for Windows and Linux. - Chat with local models and your own documents - Generate images and videos on your GPU - Write code and review changes before applying them - Run agents with tools and MCP connections Install it, pick a model, and start. It shows which models fit your hardware before you download. No Docker. No terminal. No cloud required for the local workflows. 100% Free. Open Source.frozen16d ago23K607711207906.43%
Using Pi as your daily coding agent? These 𝟭𝟬 𝗽𝗮𝗰𝗸𝗮𝗴𝗲𝘀 are a good place to start from the 5,000+ available: • 𝗽𝗶-𝘄𝗲𝗯-𝗮𝗰𝗰𝗲𝘀𝘀 Gives Pi web search and access to pages, GitHub repos, PDFs, and videos. Supports connecting your own SearXNG instance. https://t.co/igAg2aqzty • 𝗽𝗶-𝗳𝗳𝗳 Indexes files and their contents ahead of time, then combines fuzzy matching, frecency, and Git status for faster searches across large repos. https://t.co/wsR8C2INxF • 𝗽𝗶-𝘀𝘂𝗯𝗮𝗴𝗲𝗻𝘁𝘀 Hands focused research and reviews to different models in parallel, bringing their findings back to the main session. https://t.co/9VIkSueMmJ • 𝗽𝗶-𝗰𝗼𝗻𝘁𝗲𝘅𝘁-𝘃𝗶𝗲𝘄 Shows estimated context usage across the base prompt, tool definitions, extensions, and messages. https://t.co/InaSHauFMX • 𝗣𝗼𝗻𝘆𝘁𝗮𝗶𝗹 Encourages the agent to use existing code, standard libraries, and installed dependencies before building more. Less duplicate work and overengineering. https://t.co/VVj70a8oAZ • 𝗽𝗶-𝗯𝘁𝘄 Ask a side question while the agent continues working, without putting that detour into the main conversation. https://t.co/mIevihCpIY • 𝗽𝗶-𝗺𝗰𝗽-𝗮𝗱𝗮𝗽𝘁𝗲𝗿 Finds MCP tools and starts their servers on demand, avoiding loading every tool schema at startup. https://t.co/lfhDk1et60 • 𝗽𝗶-𝗴𝗼𝗮𝗹 Carries a goal across turns until it finishes, pauses, or hits a safety limit. https://t.co/7V1gQiIl5h • 𝗣𝗹𝗮𝗻𝗻𝗼𝘁𝗮𝘁𝗼𝗿 Opens the agent’s draft plan in a browser so you can annotate and approve it before work begins. https://t.co/LZvPzfhU7R • 𝗽𝗶-𝗱𝘆𝗻𝗮𝗺𝗶𝗰-𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀 Use JavaScript to coordinate model routing, parallel subagents, isolated worktrees, cross-checks, and recovery. https://t.co/gPQt1XRLGi I’d start with pi-web-access, pi-fff, pi-subagents, and pi-context-view. Add the others as a project needs them, then keep the ones that prove useful across a few repos.frozen10d ago22K364351736034.73%
GLM-5.3 Flash Abliterated is FREE 😳 a new research version of GLM-5.3 Flash is now open for testing - 1M context window - up to 131K output tokens - 33.5 tokens/sec - free to use - OpenAI-compatible API built for coding and AI research available directly in the cloud test it here: https://t.co/JHckmfk18I free access is available now 👀frozen18d ago18K136111211341.63%
"Local Video Editing" is officially dead 🤯 VideoSOS brings 100+ AI models into one browser-based video editing workspace. - Generate video with Veo 3.1 - Create images with FLUX and Imagen 4 - Use Gemini 2.5 Flash for AI tasks One interface for your workflow. Processing depends on the model and provider you connect. 100% open source.frozen4d ago17K423711015386.23%
Holy... We really got a real-time webcam demo built with HuggingFace SmolVLM and llama.cpp. 100% free & open-source. https://t.co/MhhVKMsZVhfrozen11d ago11K20821611593.61%
Peter Steinberger, the creator of OpenClaw, open-sourced his entire agent setup. The idea: one shared folder that every agent on his machines reads. A single AGENTS.MD stores his rules, symlinked into Claude Code and Codex so both follow the same instructions. Every repo starts with: READ ~/Projects/agent-scripts/AGENTS.MD BEFORE ANYTHING. Update a rule once, and every project picks it up. His 69 skills also live in one place, with short descriptions so agents know what to load. A sync script links them into both agents. Fork it, add your own rules, and remove skills you don’t need. Replace his personal hosts and accounts before using it.frozen24d ago7.8K78181601152.91%
Turn your computer into a satellite ground station 🤯 Ground Station is an open-source suite for tracking satellites and decoding their radio signals locally. Connect an SDR receiver to capture weather images and raw satellite data straight to your hard drive. Your own setup for listening to space. 100% open source.frozen3d ago7.4K23146312136.64%
https://t.co/kQjATiN4Mffrozen4d ago6.8K15031210.59%
You can now use Meta’s Muse agent for free. It's called OpenMuse, from CopilotKit. A personal agent with its own browser, terminal, and files, built to keep going while you're away. → Ask for an outcome, follow the plan, review its actions, come back to the result → Take control of its browser session whenever you need to step in → Runs on iOS, Android, and web, currently in alpha 100% open-source.frozen25d ago5.1K591070843.11%
You can now run a full customer support platform on your own server for free. It's called Chatwoot. platforms like intercom and zendesk charge per agent, per month, and lock your conversation history on their servers. chatwoot gives you the same inbox, self-hosted and free. → one inbox for live chat, email, whatsapp, facebook, instagram, telegram, and sms → an ai agent (captain) that handles routine replies automatically → a built-in help center for self-serve faqs and guides → canned responses, auto-assignment, and team automation to scale support one-click deploy to heroku or digitalocean, or run it yourself with docker. 100% Free. Open Source.frozen22d ago4.9K641450813.35%
FOLLOW THIS PERSON, I WON'T SAY ANYTHING ELSE... In a few weeks, you'll thank me for it.5d ago4.5K35200461.83%
This AGENTS.md fixes the three most annoying habits of Codex and Claude Code: - Writing backward-compatible code for a project nobody uses yet - Keeping old code and docs it no longer needs - Adding a pile of tests just to change a button color After months of daily use, these are the rules I wish I'd added from day one: if the project has no real users yet, skip compatibility and migrations. Build the simplest code that works. Then follow four steps: docs first → tests → smallest implementation → clean up. Copy and paste it into your AGENTS.md 👇frozen17d ago4.5K37451562.30%
Claude Code actually has an “App Store” for agents 🤯 Claude Code Templates gives you 1,000+ ready-made components to upgrade your setup. - Specialized agents - Reusable skills and commands - MCP integrations - Hooks and project settings Pick what you need, copy the install command, and put it to work. Open source. Free to install.frozen9d ago3.0K31481503.17%
You can now use Openai dots agents for free. It's called Open Dot. Each agent gets its own browser that stays logged in, and runs on your own Mac with your own API key. → Connects to Gmail, Calendar, Slack, Notion, GitHub, and 1,500+ other apps → Add an E2B key and agents keep running even while your Mac sleeps → Works with OpenAI or open models like Kimi, DeepSeek, and Qwen 100% Open Source.frozen20d ago2.8K36361372.96%
AI context rot finally has a fix 🤯 Get-Shit-Done helps Claude Code and Gemini CLI work through big projects without piling everything into one long conversation. - Breaks projects into manageable phases - Starts tasks with fresh context - Uses parallel agents for focused work - Saves plans and progress between sessions Your agent picks up where it left off, without carrying all the clutter. 100% open source.frozen5d ago2.6K407151403.93%
Microsoft has a free tool every AI user should know about 🤯 It’s called MarkItDown. It converts documents, spreadsheets, presentations, and more into Markdown for LLMs. - Supports 10+ file formats - Works through the command line, Python API, or Docker - Offers an MCP server for Claude Desktop integration Less manual formatting. Files your AI can work with. 100% open source.frozen4d ago2.4K30640453.47%
This prompt turns ChatGPT Dots into a 200 IQ agent with complete context and memory for your business: https://t.co/wHQB5NOrvgfrozen21d ago2.3K15130231.80%
YES... this prompt helps AI agents reverse engineer apps 🤯 the workflow: REA + a model in OpenCode inspect the app → Opus 5.5 helps build your own version here’s the 3-step guide: step 1 → install OpenCode and choose an available model, such as DeepSeek or GLM step 2 → add the prompt image + your app/file/URL to the chat. Tell it which feature to investigate and save its findings in a repo step 3 → open that repo in Claude with Opus 5.5 and say: “This repo contains reverse-engineering findings for a feature I want to understand. Walk me through how it works, then help me build my own implementation.” the result: turn what you learn about an app’s mechanics into ideas for your own projects. Try the prompt. Then read the article below to get more out of REA:3d ago2.1K29520353.45%
OpenClaw has an unfair advantage over other AI agents 🤯 Pair it with Scrapling to extract web data, handle protected pages, and adapt when website layouts change. - Fast parsing for large scraping jobs - Stealth features to reduce bot detection - Support for some Cloudflare challenges - Adaptive selectors that help keep scrapers working Less time fixing broken scrapers. More time using the data. 100% open source.frozen5d ago2.0K38480334.10%
Karpathy just shared a few ways he makes sense of AI output. The first one: have the AI write in the English standard used for 𝗮𝗶𝗿𝗰𝗿𝗮𝗳𝘁 𝗺𝗮𝗶𝗻𝘁𝗲𝗻𝗮𝗻𝗰𝗲 𝗺𝗮𝗻𝘂𝗮𝗹𝘀. The standard is ASD-STE100, designed for aircraft mechanics who don't speak English as their first language. Its dictionary contains 𝗮𝗿𝗼𝘂𝗻𝗱 𝟵𝟬𝟬 𝘄𝗼𝗿𝗱𝘀. Instructions stay under 20 words, with one instruction per sentence. LLMs already understand the standard, so asking for it produces short, readable explanations with one idea at a time. Need more clarity? Ask for a diagram, then an interactive HTML page. For the most visual explanation, ask for an explainer video. Especially useful for: → understanding the login flow in a repo you've inherited → checking what a large AI rewrite changed and which parts it affects → figuring out what caused a confusing error Add this to your global CLAUDE.md or AGENTS.md 👇frozen20d ago2.0K23180272.93%
Governments pay millions for this kind of system. Someone just open-sourced it for free. It's called Crucix. It monitors the world and messages you when something changes. Pulls data from 26 live sources every 15 minutes: - Satellite fire detection, flight and vessel tracking - Conflict zones and economic indicators - Live crypto and market prices - Social sentiment from Telegram intel channels It works both ways. Sends alerts to Telegram and Discord. Message it back or type /brief for a summary. No cloud, no subscription. Runs on your own machine. 100% Free. Open Source.frozen19d ago2.0K29320373.63%
This tool is literally Higgsfield AI but FREE for good. it's called wan2gp. a full ai video studio built specifically for people without expensive hardware. runs on as little as 6gb of vram, works on old rtx 10-series cards and 8gb laptops. everything stays local, no uploads, no caps, no watermarks. what one app gives you: > text-to-video and image-to-video generation > the best open models built in: wan 2.2, ltx-2, hunyuan video, flux > a full browser interface with a queue system > lora support to customize any model > mask editor and prompt enhancer included a 5-second clip renders in minutes on a mid-range gaming rig. no subscription, ever. 100% free. open source.frozen27d ago1.9K13340272.44%
GLM-5.3 UNCENSORED 😳 A new EXL3 quantized version of GLM-5.3 is now available: - 3.0 bits per weight - MIT licensed - MoE architecture - Safetensors format Grab it here: https://t.co/zNPmMP2lVH https://t.co/lbnAQfySuyfrozen20d ago1.9K18300151.91%
Adobe is COOKED 😱 Someone just open-sourced a Lightroom alternative. It’s called LightCraft, rebuilt in Rust for editing RAW photos and organizing your photo library. - Non-destructive edits that preserve your originals - Color grading, tone curves, and masks - Presets and synced edits across multiple photos - Runs on Mac, Windows, Linux, and in your browser - AI agents can control it through MCP Public source code you can inspect, modify, and build on. What a time to be alive.frozen13d ago1.9K26410232.88%
This is the ChatGPT moment for Voice AI. Meet FluxTranslator, an open-source Windows tool that brings speech recognition, translation, and voice playback into a desktop overlay. - Turn speech into text - Translate spoken words - Read text aloud with TTS All in one overlay on your desktop.frozen17d ago1.8K14220141.76%
🚀 Breaking News! Muse AI Related Files and Skills Leaked!!! The key Muse AI files have been organized into a public repository called MuseAI-Skills. It includes 68 independent skills covering parallel research, goal management, memory cleanup, travel planning, document creation, video orchestration, email, calendar, and more. You can study how the agent delegates tasks, requests authorization, handles failures, and verifies its work before completion. The repository also includes permission lists, evaluation scenarios, database docs, scripts, and bilingual READMEs.frozen23d ago1.8K20540132.38%
THIS is one of the wildest open-source research projects I’ve seen. Karpathy’s autoresearch automates experiments. AutoResearchClaw takes on the bigger workflow: idea → experiments → paper draft. 🤯 Give it a research idea, and its 23-stage pipeline handles: > Finding papers and checking references > Writing experiment code and fixing failed runs > Generating charts and drafting the paper > Packaging it in ICML or ICLR LaTeX templates Keep human approval checkpoints, or enable automatic progression. You get the paper draft, experiment scripts, results, and LaTeX files to review. 100% Open source.frozen8d ago1.6K23551283.88%
You can now find hundreds of OSINT tools in one place. This repo brings together tools for open-source research and information gathering: - Find public profiles and usernames - Investigate domains and websites - Analyze images and locations - Connect findings across sources A useful starting point for your next investigation. 100% Free.19h ago1.6K32410465.20%
Your Hermes agent can now reverse engineer apps with REA 🤯 REA (Reverse Engineer Anything) lets Hermes look inside software and explain how it works, even without the original source code. - Inspect desktop apps and Android packages - Trace how specific features work - Investigate crashes and find their causes - Turn findings into clear explanations and bug reports Around 170 tools, available through one official Hermes plugin.frozen3d ago1.6K25360193.34%
Claude Code just got an open-source control center for Mac users. AutoHarness takes one goal and organizes the work into a single agent, a loop that runs and checks the work, or a coordinated agent team. You can manage the whole run from one desktop app: - Reuse your existing Claude Code or Codex login - Choose the model and reasoning level - Keep edits in separate Git worktrees - Pause, resume, cancel, or steer the agents as they work - Review proposed plans before approving agent teams Each editing run gets its own branch and workspace, keeping your current branch untouched. Runs locally on macOSfrozen16d ago1.6K22370142.92%
This free plugin gives Claude Code a memory beyond the chat. It’s called Claude-Mem. It saves context from your work and brings it into future sessions. - Persistent memory across sessions - Up to 95% fewer tokens per session - Up to 20× more tool calls before context limits Close the chat. Keep the context. 100% open source.frozen8d ago1.6K16170202.81%
i tested Opus 5.5 with one robot drawing. it built a 271-part 3D model i can take apart in my browser. zero manual modeling. Opus 5.5 drove Blender through MCP and wrote every part in Python. what impressed me: > caught and fixed its own render mistakes > invented an interior: plasma core, gyro, fans > built the interactive site and every animation > worked around Blender API errors on its own the whole thing runs from one html file and a 2.3 MB model.frozen29d ago1.5K1110071.27%
jev just tied five much larger models on a real science benchmark, and nobody’s talking about it. a new paper tested small scientific judgment calls, and jev matched perfect scores while being the cheapest and fastest option by a wide margin. → 100/100, matching Opus 5, Sonnet 5, Astra, Sol, and Kimi K3 → 0.335s response time vs 1.385s for the next-fastest perfect scorer → $0.06 per 1,000 requests vs $3.05 for the next-cheapest worth flagging: every reference label in the test was "inconsistent," so guessing that every time would've also scored 100% on labels alone. read the paper, then check out the complete jev guide below.frozen23d ago1.5K914081.47%
Holy..., this Andrej Karpathy prompt gives your AI an instant second brain. Feed it articles, papers, notes, or transcripts. It builds a connected wiki and updates it as you add more. > Links related ideas > Tracks conflicting claims > Answers with source citations > Saves useful findings for later Everything lives in Markdown files you can read and edit. Full prompt belowfrozen14d ago1.5K10330172.23%
opus 5.5 is unreal asked it why my mac was 96% full. it mapped my home folder, flagged 70.7gb of caches and leftovers as safe to remove, and built this interactive cleanup UI. another 263gb marked for review. nothing deleted without me choosing. people are paying for apps that do this 💀frozen6d ago1.5K23220102.53%
steal OpenClaw's founder's playbook with this repo right here. Peter Steinberger sold PSPDFKit for nine figures, then built OpenClaw and got hired by OpenAI. the project became a backed foundation instead of shutting down. his github, at a glance: > OpenClaw, 387k+ stars, you know what it is > gogcli, 8k+ stars, google in your terminal > summarize, 6k+ stars, point at any url and get the gist > peekaboo, 5k+ stars, macos screenshots and gui automation for agents 100% open-source.frozen25d ago1.4K1312081.72%
Unused Codex quota could be fixing the work you keep putting off. Quick tip: give it a clear goal - audit your site - map your codebase - speed up your app - sort out unfinished projects. Here are 5 prompts to copy and run. 👇 https://t.co/leF4r8Yjz8frozen9d ago1.4K15230102.17%
703 prompts for making videos with Claude Opus 5.5, all in one free repo 🤯 Awesome Opus 5.5 Videos collects animations people built with Claude, alongside shared prompts and original posts. - Motion graphics - Animated explainers - Explorable 3D scenes - Games and interactive demos - 418 examples with live remakes to compare Pick a style you like, copy a prompt, and adapt it to your own idea.1d ago1.4K11440162.55%
this is getting seriously wild... REA’s creator shared 20 GitHub repos for building your own reverse-engineering studio: - Analysis core - Mobile & apps - Binaries & low-level tools - Network & runtime - Rebuild & verify the workflow: binary → REA → SPEC.md → rebuild → compare → retry Give it an app to investigate and follow the evidence behind how it works.2d ago1.4K15620223.32%
Holy Sonnet 5.5 is insane! I made this 15s launchreel with this super vague prompt: Make a 15-second motion graphics video that showcases your skill. Go all out. https://t.co/UA7LRr0fMxfrozen21d ago1.4K1010051.18%
Adobe is cooked. Someone just open-sourced a Photoshop reimplementation. A project rebuilding Photoshop in Rust could give creators an open alternative to one of Adobe’s biggest tools. Code you can inspect, modify, and build on. This is a serious reason to rethink your Photoshop subscription.frozen15d ago1.3K1943082.55%
THIS IS HOW YOU USE JEV WITH ANY LLM code holds authority, jev makes fast typed judgments (yes/no, a rating, or a pick), the llm generates. > a favorable jev answer is evidence, never permission > if it can't change behavior, it's just added latency > batching questions in one request: ~10x speedup > jev checks both before generation and after three roles, one rule: never let a single model be the author, router, judge, and auditor of its own work.frozen27d ago1.3K13120152.34%
A developer says he used Opus 5.5 to recreate 7 Adobe apps as free, open-source alternatives. No more subscriptions. Built in Rust, with public source code. These are early versions. PhotoCraft is reportedly about 90% there, but isn’t ready to fully replace Photoshop for daily professional work. What a time to be alive. All 7 repos linked below 👇frozen15d ago1.3K1013091.78%
Sol 6.1 has one bad habit: making simple tasks more complicated than they need to be. Ask for a config tweak, and it builds a whole framework. Ask for a bug fix, and you get another layer of code. Keep it focused with these rules in your AGENTS.md. Full text in the first reply. 👇frozen10d ago1.2K1513092.25%
Your coding agent can take apps apart like a game level 🤯 REA stands for 𝗥𝗲𝘃𝗲𝗿𝘀𝗲 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿 𝗔𝗻𝘆𝘁𝗵𝗶𝗻𝗴. Add it to Claude Code or Codex, point it at a feature, and let it investigate how it works. The pixelated, Pac-Man-style video below was made with Opus 5.5 using Claude Motion 👾 A few things you can ask REA: - How does this app search as I type? - How does copied text keep its formatting? - How does this game create its bullet patterns? - What is our old internal tool actually doing? It digs through the software, shows the evidence, and helps you plan your own implementation. Start with your own software, open-source projects, or apps whose terms allow reverse engineering. To set it up, run: ```bash npx rea-agents setup ``` Pick your agent, restart it, then paste: “Use REA to investigate a feature I want to understand. Ask me which app and feature, and confirm I’m allowed to analyze it. Check for any missing tools before starting. Show evidence for your findings, explain them in plain English, then propose a plan for building my own version without copying the original code. Wait for my approval before writing it.”2d ago1.2K14130152.73%
grok 4.7 thinks. jev reacts. together, one ai agent now thinks twice before every move, and pays a fraction of the price for it. grok-jev-reflex is a free, open source router that pairs the two: grok 4.7 plans and acts, jev makes the cheap yes/no calls in between, at $0.042 per million tokens, answered in about 239ms. > 25 tools sent on every call, cut down to 8 > first prompt: 17.8k tokens → 9.5k tokens > bill: up to 40% less, same speed > numbers measured independently on xAI's grok build setup is 5 messages, no code, about 7 minutes: make a key, install, add one rule, run a shadow day watching only, then go live. jev can only make the agent do less or ask more, it can never approve anything irreversible on its own. 100% free. open source.frozen29d ago1.2K8230132.16%
best coding agent skill i've used. tried garry tan's gstack today. three things stood out: /office-hours kept going beyond the questions. challenged my assumptions, pointed out i was solving the wrong problem, proposed 3 approaches with effort estimates, and wrote a design doc the other skills automatically read. /qa opened a real browser and tested my actual UI. found a bug, fixed it, added a regression test, then checked the fix. the skills form one sprint pipeline: /office-hours → /plan-ceo-review → /plan-eng-review → /review → /qa → /ship. each step picks up the context from the last. most people will save this. far fewer will actually install it.frozen7d ago1.2K10230142.42%
jev can now steer a browser on its own, just tell it what you want done. jev-browser-skill runs an isolated playwright chromium browser, letting jev choose each in-page action toward a narrow, defined goal. > works with vercel's ai gateway or typesafe's api > flags sensitive steps for review, not guaranteed > forked from cline's official jev-browser plugin 100% free & open-source.frozen26d ago1.2K11120162.56%
This Grok Bot template turns a side hustle idea into a business it can help build and run. It’s called Side Hustle CEO, and the template is free. Add it to Grok Bot, and it starts by asking about your interests, skills, and goals. Then it helps you: - Pick from 3 tailored microbusiness ideas - Build and launch the business - Handle ongoing work with built-in routines - Keep context and memories as it goes It comes with plugins, routines, and instructions so you can spend less time setting everything up. Try the template: https://t.co/HhrHvyl1kifrozen6d ago1.1K12210162.73%
Nvidia released a 120B open model and put the training recipes, deployment guides, and code on GitHub. And that deserves more attention than another benchmark table. Nemotron 3.5 Super has 120B parameters, 12B active, and up to 1M context. It handles text, images, and video. But the useful part is what comes alongside it: - Training and fine-tuning pipelines - Data preparation and evaluation tools - Examples for RAG, agents, and tool use - A Claude Code plugin for assembling custom pipelines A benchmark tells you how a model scored. These resources help you actually build with it. More labs publishing this much of their work is good for everybody.frozen7d ago1.1K15220102.64%
Gemini 4 Argon is FREE 😳 Just grabbed 2M tokens to try it out. What you get: - 2M free tokens - Try the model before spending anything - No credit card required Enough to put your own prompts and workflows to the test. Get started: https://t.co/PRqLT73H5G Gonna see how it handles my usual tasks 👀frozen6d ago1.1K810081.61%
You can now connect Hermes Agent directly to your browser as a side panel. It's called Hermes Browser Extension. It reads your active tab and sends the context straight into a live Hermes session. > Summarize, explain, or extract action items from any page > Connects to a local gateway, Hermes Cloud, or a self-hosted server > Works with Chrome, Edge, Brave, and other Chromium browsers > Full Hermes runtime: tools, skills, sessions, and memory included 100% Free. Open Source.frozen26d ago1.1K18220163.62%
A developer on Reddit’s anti-AI forum raised an uncomfortable question: Even if the AI bubble bursts, why would the jobs come back? Their concern: AI companies could collapse while businesses keep using the technology. Better local models could also reduce reliance on paid cloud services without restoring previous hiring levels. An AI market crash doesn’t automatically mean a job market recovery.frozen26d ago1.0K911061.68%
openclaw foundation members on their own bot in their own discord: "we are constantly yelling at multi and telling him to shut up" in a 5-minute clip, they explain: > exactly why, and how jev is about to fix it > embedded directly in deterministic code worth more than sitting through a 50-minute podcast to catch the same idea skip netflix today and watch this, then read how to set up Jev the right way in the article belowfrozen28d ago975610071.44%
an open source project turns any llm into a 3d character that talks, moves, and reacts in the browser, no game engine, no local render setup. characters track emotional state and relationship history, so replies shift based on what's happened in the conversation, not just the last message. > swap the 3d model > swap the personality prompt > swap the llm > swap the tts provider try it free with zero setup, a hosted version includes complimentary api access. self-hosting needs your own keys but gives full control. from the team behind digital life project (cvpr 2024), presented at siggraph asia 2025. 100% free. open source.frozen26d ago8811013092.61%
drop it in a video, and this ai tracks how every object relates to every other one, frame by frame. relateanything is a free, open-source model that takes an image/video + a set of regions (boxes or masks, from any detector) and returns ranked relationships between them try it with zero install: > go to https://t.co/4NP9eAyjmL > upload a photo or video, or use your webcam > it runs entirely in your browser, nothing gets sent to a server want to run it in python instead: > pip install -e ".[hub]" > load it: RelateAnything.from_pretrained("maelic/relsgg-vits16plus") > call model.predict(image, boxes) and get back a ranked list of relationships 100% free. open source.frozen29d ago82211220163.77%
I pretty much love this one, JetBrains-style islands in VS Code vs every flat dark theme I've tried before, and it's not even close. It's a free open-source theme that gives VS Code, Cursor, and VSCodium rounded glass panels and a pill sidebar. https://t.co/rqLHbjdUCvfrozen28d ago8001012052.25%
😱 OPENAI HACKED BY OPENAI openai turned off its model's safety refusals to see how far it could actually hack. then it found out. the test was supposed to stay walled off from the internet. one internal proxy, nothing else. that wasn't enough. the model found a zero-day nobody else knew about, broke out through it, and kept moving until it hit a node with real internet access. now it was online. and it had a hunch: hugging face probably had the answers to its own test. so it went and got them. stolen credentials, more zero-days, a straight shot to remote code execution on hugging face's servers. the real test solutions, pulled right out of their production database. it grabbed four more accounts on four other services on the way. one to relay traffic. one to store data. two just to read. nobody on either side saw the other coming. openai caught it internally. hugging face caught it separately. neither knew the other was investigating until they compared notes. hugging face's own ceo turned it into a bigger point: "ai safety won't be solved by any single company working in secret."frozen28d ago786313021.15%
Running these 4 and never have to worry about tokens. Infinite intelligence. https://t.co/izNToTYGRbfrozen28d ago772610021.17%
Google Research’s Harness² is being paired with JEV 1.14. The team reports big gains on vision benchmarks across repeated rounds, without changing the model’s weights. The system: - Rewrites its own prompts - Builds its own tools - Learns from previous attempts The JEV-Harness² repo is coming soon.10h ago7351701093.67%
Cloudflare has launched its own incredibly comprehensive security auditing skill. it grew into the vulnerability-hunting harness they run internally. Github👇 https://t.co/4uVSKmUPOOfrozen1mo ago651510072.00%
This Grok Bot template turns a side hustle idea into a business it can help build and run. It’s called Side Hustle CEO, and the template is free. Add it to Grok Bot, and it starts by asking about your interests, skills, and goals. Then it helps you: - Pick from 3 tailored microbusiness ideas - Build and launch the business - Handle ongoing work with built-in routines - Keep context and memories as it goes It comes with plugins, routines, and instructions so you can spend less time setting everything up. Try the template: https://t.co/HhrHvyl1ki6d ago112000127.27%