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πŸ“¦ freestylefly/awesome-gpt-image-2

Prompt as Code: The 532-Case GPT-Image2 Library

More than five hundred real-world AI image prompts have been reverse-engineered into a reusable, structured library called awesome-gpt-image-2. This massive collection solves the problem of inconsistent AI outputs by turning vague requests into precise, code-like templates. The project focuses on treating prompts as reliable assets rather than creative guesses, allowing developers to build stable workflows for everything from UI mockups to complex infographics. By organizing these 532 cases into distinct categories, it provides a clear map for generating professional visuals. The true value lies in its ability to turn scattered community examples into a systematic engine.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ deepmemteam/deepmem

DeepMem: The Open Source Memory Upgrade

DeepMem is the self-hostable AI memory layer that keeps your agent’s data on your hardware without the bloated cloud bill. It drops straight into your existing Mem0 setup, so your code stays exactly the same while your infrastructure becomes yours. The coolest part is that it turns raw conversations into persistent facts using hybrid search, which means it finds relevant details way faster and cheaper. You can run it locally for free, and it even plugs directly into tools like Claude and Cursor. No more repeating yourself every session, just instant recall that respects your privacy.

πŸ“° https://news.ycombinator.com/item?id=49270630

πŸ†” @hackernewsgithubprojects
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πŸ“¦ localai-org/kimodo.cpp

Type a sentence, watch a skeleton move

Turn plain text into fluid, realistic human animation right on your own hardware. Kimodo takes a simple sentence like β€œa person jumps over a log” and generates precise skeletal motion data that you can visualize instantly. It runs entirely locally, using your computer’s graphics card to handle the heavy lifting without any cloud servers. This project ports the model to run on standard systems, giving you a private, offline way to create lifelike movements for games or animations. No external uploads, no waiting on cloud queues, just pure, local creativity at your fingertips.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ danthegoodman1/waltier

Waltier: The Log That Uses S3 as the Boss

Waltier is the embeddable log library that uses S3 conditional writes as its only coordinator. It keeps your data durable and totally ordered without needing complex consensus protocols or leader elections. The whole log lives in one small object that gets rewritten on every write, using a compare-and-swap check on the file tag. If two writers try to save at once, only one wins, and the loser just fetches the update and tries again. It automatically compacts older data into snapshots so your log stays fast and small. It is a clever, lightweight way to build reliable distributed state using basic object storage.

πŸ“° https://news.ycombinator.com/item?id=49387158

πŸ†” @hackernewsgithubprojects
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πŸ“¦ harryvondiesel-web/5-persona-advisory-board

The 5 Persona Advisory Board for Big Decisions

The 5 Persona Advisory Board is the reusable AI skill that finally stops your chatbot from guessing on your biggest calls. Instead of giving you a confident but shallow answer, it forces the AI to interview you first, then stress-tests your decision through five distinct strategic lenses inspired by legendary business thinkers. It highlights blind spots, forces the perspectives to disagree, and ends with one clear next action. This is perfect for high-stakes moments like pricing changes, product launches, or hiring sprees, turning your AI from a simple assistant into a true strategic thought partner that helps you avoid costly mistakes before they happen.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ shaobeichen/dsh-pocket

DSH Pocket: Control Your Computer From Your Phone

Keep your coding agent right in your pocket. DSH Pocket lets you scan a single QR code on your phone to see and control the exact same interface running on your computer, live. You can check on tasks running in the background or send new prompts while on the go, all without needing a remote desktop or a complex setup. It works on the local network for quick access or through a secure public tunnel when you are away, ensuring the screen stays in sync in real time.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ preporato/claude-certification-guide

The Claude Certification Choice Matrix

Anthropic recently expanded its certification program from a single test into four distinct credentials, creating a confusing landscape where picking the wrong exam means wasting one hundred and seventy-five dollars on a blueprint written for a different job. The Claude Certification Guide solves this by mapping out exactly which exam fits your specific role, from basic business users to senior architects. It breaks down the exam domains, compares the pricing, and provides detailed study paths so you can prepare efficiently. This resource turns a stressful guessing game into a clear, logical decision tree, ensuring you invest your time and money in the credential that actually matches your professional goals.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ shaharia-lab/slackcli

Control Slack From Your Terminal with SlackCLI

SlackCLI lets you drive your entire Slack workspace directly from your terminal without building a single app or waiting for admin approval. You can read channels, search history, and reply to threads using simple commands that accept standard links instead of cryptic IDs. The standout feature is its deep integration with AI tools, as every command can output clean, structured data. This means your scripts or assistants can automatically fetch unread messages, summarize them, and post replies back, all within a seamless pipeline. It bridges the gap between human interaction and automated workflows, making it easy to build custom bots that actually feel human.

πŸ“° https://news.ycombinator.com/item?id=49409349

πŸ†” @hackernewsgithubprojects
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πŸ“¦ meteornox/deepseek-balance-whale-widget

The DeepSeek Balance Whale Widget

DeepSeek Balance Whale Widget is the playful DSH interface companion that turns your API spending into a tangible, interactive pet. This repository solves the silent problem of burning through your DeepSeek credits without realizing it by placing a cute, squishy whale character in the corner of your screen. The whale doesn't just sit there; it actively tracks your account balance and calculates your daily usage costs in real time. You can drag it around, and when you press it, it squishes with a satisfying animation and plays a sound effect.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ remorses/gpuix

React But On The GPU

Build native desktop apps where your React code talks directly to your graphics card. GPUIX lets you write standard components and TypeScript, but skips the web browser entirely. It bridges React straight to a Rust engine, rendering pixels with raw GPU power. No Electron, no heavy web views, just pure performance. You get native scroll physics and buttery smooth animations without the usual overhead. It feels like writing for the web, but runs like a compiled native app. If you want speed without sacrificing your favorite tools, this is your new playground.

πŸ“° https://news.ycombinator.com/item?id=49409577

πŸ†” @hackernewsgithubprojects
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πŸ“¦ duelistvision/video-downloader-lab

Video Downloader Lab Review

Download video-downloader-lab to get a Windows-based video post-production suite that handles color grading, motion tracking, and audio mixing. It is designed to be a lightweight, professional tool for creators who want cinematic looks without heavy software overhead. The project focuses on providing a simple, quick-to-set-up environment for managing LUTs, stabilizing footage, and editing multi-channel audio. This repository serves as the hub for the Windows application, offering a streamlined workflow for personal, lawful use. If you need a dedicated tool for these specific video editing tasks, this is a solid option to check out.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ merlinhu1/truthmark

Truthmark: Docs That Keep Up With AI Code

Truthmark solves a growing headache for developers using AI agents: keeping documentation honest. The tool automatically generates human-readable Markdown files directly from your code and tests, then updates them every time you make a change. This means your docs never rot or contradict the actual software. By turning documentation into standard Git files, Truthmark lets you review, audit, and merge doc updates just like you would code changes. It ensures that the story your project tells stays perfectly in sync with what the code actually does, giving you a clear, reviewable trail of your technical decisions.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ odysseus-dev/odysseus

Odysseus: Your Private AI Command Center

Take total control of your AI assistant by running Odysseus entirely on your own hardware. This self-hosted workspace replaces scattered cloud tools with a single, private hub where you can chat, manage documents, handle email, and run deep web research without sending your data to third parties. The standout feature is its agent system, which can actually use tools like shell access and local file systems to execute complex tasks directly on your machine, not just answer questions. It feels less like a chatbot and more like a private digital colleague that respects your privacy.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ naturalraikageaxe/4k-video-downloader-ultimate

4k Video Downloader Ultimate

4k Video Downloader Ultimate is the Windows utility that finally keeps your media library organized without the clutter. It is a small, focused tool that acts as an all-in-one indexer, automatically grabbing new releases through RSS feeds and enriching them with artwork, descriptions, and cast info. The standout feature is its visual calendar, which shows you exactly what is coming up so you can track content at a glance. It runs on Windows with just two hundred megabytes of space, designed to be a no-nonsense helper that just works. If you want a clean way to monitor and manage your downloads, this is the tool to check out.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ programasweights/claudish

Claudish: The Translator for Tech Speak

Claudish is a tiny tool that turns dense, over-engineered AI prose into plain, direct English. It solves the problem of AI responses that sound polished but hide the actual meaning behind layers of rhetorical fluff. The project uses two small, locally running programs to translate between β€œClaudish” and normal language. One direction strips away the metaphors and corporate buzzwords to reveal what the AI actually means. The other direction lets you write simple ideas and watch them turn into that distinct, highly structured style. It’s a clever, playful way to understand the specific voice of modern AI assistants without needing a heavyweight model.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ matsuoka-601/particles4all

Particles4All: Water and Rocks in One Physics Engine

Particles4All runs a browser-based physics simulation where water and solid objects interact using a single, unified particle solver. Instead of treating fluid dynamics and rigid body collisions as separate problems, it merges them into one constraint loop, meaning a floating boat naturally displaces the water beneath it without special-case coding. The entire system runs directly on your graphics processor via WebGPU, delivering real-time performance with zero build steps. You can watch realistic surface tension and buoyancy happen instantly in your browser, making complex fluid dynamics accessible to anyone with a modern machine.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ hilbertraumai/hilbertraum

HilbertRaum: Your Offline AI Workspace

HilbertRaum is the private AI workspace that keeps every byte of your data strictly on your computer. It solves the anxiety of sending sensitive documents to the cloud by running powerful language models entirely offline, using a curated list of open-weight models that it automatically matches to your hardware. The standout feature is its portable, encrypted design, which allows you to place the entire app, including all models and your private library, on a single USB drive. You can simply plug it into any machine and work with your documents, knowing that nothing is ever transmitted, tracked, or stored remotely.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ merlinhu1/codex-game-studio

Codex Game Studio

Imagine turning a standard AI chat into a fully structured game studio that lives right on your computer. Codex Game Studio does exactly that by scaffolding fifty distinct agents, ninety skills, and sixty-one workflows directly into your project files. The coolest part is that everything is visible in plain text, so you can review and version control your entire virtual team's decisions without relying on a cloud dashboard. It keeps your AI assistant honest by enforcing strict validation rules, ensuring that every creative choice is documented and traceable. This is the perfect way to build serious games without the chaos of lost chat history.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ crackfireflyorder/football-manager-2025-nexus

Football Manager 2025 Nexus: A Windows Workspace for Football Managers

Football Manager 2025 Nexus is the Windows workspace that finally keeps your planning, documents, and team updates in one clean spot. Instead of juggling separate tools for scheduling and editing, it bundles a rich text editor, a visual analytics dashboard, and a calendar with recurring events into a single application. This setup removes the clutter of switching between apps, letting you focus on your Football Manager 2025 tasks without the usual digital noise. It is designed to be fast and simple, ensuring your team workload and deadlines are always visible at a glance. If you want a tidy, all-in-one hub for your management workflow, this is the tool to try.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ pentagonconure42/youtube-downloader-zen

The Truth About Youtube Downloader Zen

Youtube Downloader Zen is the video editing toolkit that hides a major red flag behind a simple interface. While it advertises professional timeline editing, GPU acceleration, and cinema-ready export presets, the repository itself contains no actual code. It is purely a text file describing a software package you are told to download from an external website. This disconnect is the real story here. Instead of open source transparency, it directs users to a binary release from a third-party domain. The project serves as a cautionary tale about verifying sources before installing heavy tools. Always inspect the code before you trust the promise.

πŸ†” @hackernewsgithubprojects