10.24 Today's Picks

354 new projects found today, 149 rated.

Created 2026-10-22 – 2026-10-24Fetched 600Filtered 50Rated 41

A · Worth watching

gpsp-3d

bheppeC

A 3DS GBA emulator based on gpSP that renders layered stereoscopic 3D and runs at full speed even on older 3DS models. A rare treat for 3DS homebrew users, with the base and performance goals clearly stated. The limit is serving only a small niche.

GBA emulator for Nintendo 3DS with per-layer stereoscopic 3D. Full speed on Old 3DS. Based on gpSP.

#Games #3D #Hardware

★18

astro-conversion-kit

ethanplusaiJavaScript

A migration tool packaged as an Agent Skill that converts WordPress or any live site into an Astro static site, emphasizing URL, SEO, content, and pixel-level matching, callable from Claude Code and Codex. Useful for site owners leaving WordPress; but pixel-level matching is hard to verify and quality depends on site complexity.

Agent Skills that convert a WordPress site (or any live site) into a static Astro site with URL, SEO, content and pixel parity, then take it through launch. Works in Claude Code, Codex and any agent t…

#Agent Skills #AI Agents #Web Frontend #Build

★31

lantern

ivarvongTypeScript

A zero-dependency TypeScript library that renders code execution as a step-through playable SVG, suited to people writing technical articles and teaching docs. Output is static and runs in browsers and Workers, with a restrained scope; the young ecosystem is the main uncertainty.

Animated, steppable code explainers. Zero-dependency TypeScript, SVG output, browser and Cloudflare Workers.

#Web Frontend #Animation #Learning #Documents

★32

codex-quota-bar

Xinge2333Swift

A macOS menu bar app showing remaining Codex quota, with an optional desktop overlay and bilingual docs. For people watching their quota while coding, it installs and works with a small scope. Several quota monitors exist; this one wins on being light and hassle-free.

macOS Codex quota menu bar with an optional desktop overlay. 中文 / English guides.

#macOS #LLMs #Monitoring

★70

xinliqiu-sdk

kiyoakiiPython

An unofficial SDK for OPPO's Heart Ball that pairs with any computer, syncs and decrypts your own recordings, and ships an MCP server for agents. For people who bought the hardware but are stuck with the official app it is the only way out, with a clear scope; the limit is reliance on an unpublished protocol that a firmware change could break.

Unofficial SDK for the OPPO AI 心力球: pair from any computer, sync and decrypt your own recordings, optional ciphertext-only storage, MCP server for agents.

#Reverse Engineering #MCP #Hardware #Privacy

★48

tellyscope

man15hKotlin

Manage an Android TV from your phone: uninstall preinstalled apps, install apps, transfer files, under 3MB, no root, no tracking. The description is restrained and honest, a TV tool that does one small thing cleanly; the limit is Android TV only, same LAN required, and adb commands can do the same.

Debloat your Android TV, install apps, and browse and transfer files on it, all from your phone. Under 3 MB, no tracking, no root, no PC, no AI.

#Android #Automation #Productivity

★17

diy-fido-key

4nohaC

A FIDO2 hardware key built on ESP32-S3 with an ST7735 status display, firmware based on pico-fido, aimed at hardware hobbyists who want to solder their own and see key state changes; wiring and flashing steps are cleanly written. Several similar open-source options exist, and the only difference is that screen.

DIY USB FIDO2 security key on ESP32-S3 (pico-fido + ST7735 status display)

#Hardware #Embedded #Secrets #Privacy

★18

me-uitk-particles

chromealexC#

Adds ParticleSystem support to Unity UI Toolkit. UI Toolkit has long lacked particle effects, a real small gap, and the scope is restrained; Unity developers doing UI animation with UI Toolkit should take a look, at the cost of wiring the render pipeline themselves.

ParticleSystem for Unity UI Toolkit

#Game Dev #UI Design #unity

★29

mac2jb

cpypwnC

Uses an Apple Silicon Mac as a USB HID keyboard to send the ns2jb bootloader to a Switch 2 and automatically run follow-up commands. A practical piece for the young Switch 2 homebrew scene, with a concrete, clearly explained method; the limit is serving only this one chain and needing the right hardware.

Use your Apple Silicon Mac as a USB HID keyboard to transfer the ns2jb bootstrap and automate post-bootstrap commands on Nintendo Switch 2.

#Hardware #Automation #macOS

★66

AARE

prototuxKotlin

An open-source PoC in Kotlin replicating the Android Auto phone-side protocol, for head-unit modders and reverse engineers; before this there were only closed-source apps and scattered protocol notes. The limit is that it is a PoC with little feature coverage, so do not expect it to replace the original.

A proof-of-concept opensource implementation of Android Auto's client side (phone side)

#Android #Reverse Engineering #APIs

★29

RADWinUI

AliDehbansiahkarbonPascal

A framework bringing WinUI 3 to Delphi, with an IDE plugin and control panel. For the few still maintaining Object Pascal desktop projects, a path almost nobody takes; scope is restrained and naming is honest. The risk is that the Delphi ecosystem itself is shrinking.

A WinUI-3 framework for Delphi + IDE Plugin and Tool Palette components.

#Windows #UI Design #SDKs #Plugins

★27

assembly-nist

suniiquePython

An independent AlphaNIST reproduction of assembly policy learning for a Franka arm in MuJoCo, with PPO training code and pretrained weights. It saves reproduction effort for researchers in fine robotic manipulation, and the description is restrained rather than hyped, but it covers only a single task in simulation with no real-robot validation, and the community is still small.

[Assembly NIST] Assembly policy learning for a Franka arm in MuJoCo. Independent implementation of AlphaNIST with PPO, training code, and pretrained policies.

#ML Research #Robotics #Science

★33

mcd-diet-guard

Addition2000Python

Translates dietary restrictions into real-time McDonald's menu options—what you can order, what works with modifications, and how to swap combos—and even prices and places the order. A real need for people with allergies or religious restrictions, not another chat wrapper; the limitation is tight coupling to domestic store APIs, useless abroad.

Helps friends with dietary restrictions order safely at McDonald's. No pork, vegetarian, seafood allergy, lactose intolerance, no spicy, no pickles… say one sentence and it checks the entire store's r…

#AI Agents #LLMs #Health

★65

lglow

IrvingGuerraQML

Replaces the ad-filled home screen on rooted 2019 LG TVs with a clean one, with an install script and bilingual English/Spanish instructions. A must-have little tool for owners of these TVs, and the scope is restrained; similar projects include GlassHouse and today's lightkeeper, and this one wins on more complete docs.

LGlow: bring your old LG TV back to life. A clean, fast, ad-free home screen for rooted 2019 LG TVs (webOS 4.5). Installer, guides in English and Spanish, and before/after.

#UI Design #Privacy #Embedded

★36

redivivus

jaensterC++

Function-by-function reconstruction of Diablo II 1.14d's Game.exe into compilable C++, replicating the original binary rather than rewriting it, which is valuable reference for old-game reverse engineering and porting research. It needs your own game files and has blurry legal boundaries, so short term it suits research, not play.

Diablo II 1.14d recovered as C++ source that builds. Not a reimplementation: the shipped Game.exe, function by function.

#Reverse Engineering #Game Porting #Games #Debugging

★19

manga-generator

stockedgeJavaScript

A comic pipeline for Codex that goes from original script to storyboard images, layout and PDF export, breaking one concrete task down fairly clearly. It suits authors who want to batch-produce short or fan comics, and 60 stars in two days shows people are trying it, but it depends heavily on model image quality and a Japanese workflow, and layout still needs manual checking.

A manga production tool for Codex that goes from original work to script, image generation, typesetting, and PDF output

#Image Generation #Content Writing #Documents #LLMs

★60

Vesalius

haplollcSwift

A codebase graph for Claude Code: a local code graph plus an MCP server, CLI, Mac app, and VS Code extension. Shipping four clients in 1.8 days makes it hard to do any well; code-graph MCP alternatives like Serena exist, and 64 stars look more like concept hype.

A map of your codebase for Claude Code: an on-device code graph with an MCP server, a CLI, a Mac app and a VS Code extension.

#MCP #AI Agents #Code Quality #macOS

★64

dafeiyu-cleaner

liyupiJavaScript

A browser extension that uses offline rules plus the DeepSeek API to identify and bulk-clean AI bot accounts in Bilibili comments. The problem is real and the approach specific, more focused than generic content filters; the limit is unverifiable accuracy and a real risk of flagging human comments, and the copy is marketing-heavy.

DeepSeek Blue Big Fat Fish Elimination Plan: a Chrome / Edge / Firefox browser extension that identifies and cleans up bot accounts (big fat fish) driven by the DeepSeek large model and AI Agents in B…

#Browser Extensions #AI Agents #LLMs #Social

★39

oss-verify

theorem-labsShell

Registration and build instructions for formal verification of open-source fuzz targets, applying toolchains like Kani and CBMC to specific repos. It suits developers maintaining C/C++ parsers who want to add a layer of proof to fuzzing, but it's mostly process documentation with narrow coverage, and results depend on upstream tool maturity.

OSS Verify: enrollment and build instructions for formally verifying open-source fuzz targets

#Testing #App Security #CI #Code Quality

★48

That's today. The other tiers and the boards follow.

BHas a spark33

B Snapintosh Tackles native macOS boot and a working Adreno GPU graphics stack on Snapdragon X2 Elite laptops, filling a gap for hackintosh on ARM Windows. 754 stars in two days show strong demand in the hardware hacking community. Compatibility services or sponsorship are possible, but Apple's legal stance and closed drivers are hard constraints, and the biggest competitor is the Asahi Linux ecosystem. #macOS #Operating Systems #Hardware #Reverse Engineering

EL2 hypervisor and toolchain that boots macOS on the ASUS A16 (Snapdragon X2 Elite), with an Adreno Metal/IOGPU stack

SnapintoshPython★754
B WeVisOne-VL A unified VLM from Tencent WeChat's vision team, unifying point-box-to-mask and alpha object-level and pixel-level perception. Its 81 stars rest on big-company backing and capability coverage. It can support visual annotation, segmentation APIs, and model licensing; the risk is fierce competition in open-source vision models, with competitors SAM and Qwen-VL. #Multimodal #AI #Images #ML Research

WeVisOne-VL is a powerful VLM by the WeChat Vision Team at Tencent, unifying object-level and pixel-level perception from points and boxes to masks and alpha mattes.

TencentJupyter Notebook★81
B vvv Turns video templates into editable Remotion assets plus an Agent Skill so coding agents can reuse them to produce videos. 247 stars show real demand for agent-made video. A template marketplace and team subscriptions are possible. Risks: fierce video tooling competition and agents building this in; competitors are the Remotion ecosystem and editing SaaS. #Agent Skills #AI Agents #Video #Video Editing #Plugins

Build a video template once, reuse it across coding agents. Editable Remotion templates and an Agent Skill for Claude Code, Codex and 25+ agents.

actionow-aiPython★247
B rstop A Rust terminal system monitor that puts CPU, processes, disk, network, container services, and GPU into one interface. A practical direction, but btop and nvtop already cover most of it, the description doesn't clarify GPU support, and 19 stars don't show differentiation. #CLI #Terminal #Monitoring #GPU

A GPU-aware system monitor for the terminal, built in Rust. CPU, processes, storage, networking, containers and services. Linux, macOS and Windows.

fan-ziqiRust★19
B FarCry2VR Adds native stereo rendering and motion controls to 2008's Far Cry 2, covering both Steam and GOG versions. A tangible thing for VR players who still keep the game, and the author states the support scope clearly. The limitation is a very narrow audience, with problems left for you to sort out yourself. #Games #3D #Windows

Adds native stereo and motion control support to the game Far Cry 2. Supports both Steam and GOG versions

BraxusxC++★21
B php2shell-triage A defensive scanning script for two PHP2Shell CVEs that read-only checks each PHP SAPI, finds indicators of compromise, and suggests fixes. Useful from an ops view, but the CVEs aren't yet widely confirmed, the script's coverage is limited, and watching first is safer. #App Security #Monitoring #CLI

Defensive triage for PHP2Shell (CVE-2026-109618 and CVE-2026-109619): a read-only check of every PHP SAPI, plus indicator hunting and a patch plan.

getastraShell★21
B vita-turbo-wifi A Wi-Fi experience patch for PS Vita: auto-connect on boot, HT40, power tiers, and a live signal-to-noise HUD. The scope is small and the description honest, and it genuinely solves problems for people still using a Vita; the limit is serving only a tiny jailbroken-device audience, with little code. #Plugins #Networking #Hardware #Games

PS Vita Wi-Fi QoL plugin: boot auto-connect, HT40, power profiles, live SNR HUD

juanjsebgarciaC★36
B ST-Pruner Official implementation of a WACV 2027 paper on visual token pruning using spectral structure and semantic relevance. The method is clear and the code accompanies the paper, useful to researchers accelerating multimodal inference, but it's pure research code with no reproduction scripts or comparison data, so it's not usable in engineering. #ML Research #Multimodal #LLMs

Official implementation of "Don't Ask the LLM: Visual Token Pruning with Spectral Structure and Semantic Relevance" (WACV 2027)

sejong-rcvPython★19
B mgr-nx-deko Uses ReXGlue to statically recompile Metal Gear Rising from Xbox 360 to Switch with a deko3d rendering backend, explicitly stating it contains no game files. It's an interesting technical attempt for the Switch homebrew scene, but playability and performance are unverified, so it's one to watch rather than try today. #Game Porting #Reverse Engineering #Game Dev #3D

Metal Gear Rising: Revengeance (Xbox 360) on the Nintendo Switch: static recompilation with ReXGlue, Renut's renderer on deko3d. No game files included.

tuancapooC++★22
B firered-ai-switch Lets an LLM play FireRed on a real Switch, capturing input via a capture card, outputting through an emulated Bluetooth controller and using the pret decompilation project for map localization. It's closer to real hardware than AI Pokemon runs in emulators, which is a novel idea, but the barrier is high, requiring a capture card and a modded console, and it's more a thoughtful experiment for now. #LLMs #AI Agents #Games #Reverse Engineering #Automation

An AI that plays Pokémon FireRed on a real Nintendo Switch: capture card in, emulated Bluetooth controller out. LLM strategist + deterministic skills, map localisation from the pret decomp, ACE toolki…

xhinzzPython★16
B venom-button A single-file WebGL2 symbiote slime button whose tendrils chase and wrap around the cursor. A well-judged creative coding example, self-contained and dependency-free. But it's a demo, not a tool; beyond turning it into an interactive easter egg, it's not useful day to day. #Web Frontend #Animation #UI Design

A symbiote goo button: stretchy tendrils that reach for, wrap and grip your cursor. Raw WebGL2, single HTML file.

exteestudioHTML★34
B CVE-2026-111497-POC A reproducible local PoC and self-check RCE framework for Brotli decoder vulnerabilities, a ready scaffold for vulnerability verification. But the description doesn't name the affected components or versions, making credibility hard to judge, and the same author has piled up several similar repos around the same time. #Exploits #App Security #Debugging

Reproducible local Brotli decoder proof for CVE-2026-111497 with a self-checking tuned RCE harness

dimasma0305Python★28
B ai-disk-cleanup An AI agent for disk cleanup that inventories top-down, groups by risk, deletes only what you confirm, spans three platforms and ships prompts in seven languages. The approach is sound and human confirmation is emphasized, but it's essentially a prompt workflow whose results depend on the agent, with no clear edge over existing cleaners. #AI Agents #Productivity #macOS

Reclaim disk space with an AI agent: measure top-down, group findings by risk, and delete only what you approve. Prompts in 7 languages. macOS, Linux, Windows.

rizaLanguage unknown★26
B crisperwhisper-turkce-kelime-zamani Runs CrisperWhisper 2.0 Turbo (int8) with wav2vec2 alignment on 4GB VRAM to output Turkish verbatim transcripts with word-level timestamps. The description is honest and constraints are clear, but it's just a recipe for existing models and useless in other languages. #Speech #Audio #Performance

Verbatim speech-to-text with word timestamps on a 4 GB GPU: CrisperWhisper 2.0 Turbo (CT2 int8) + wav2vec2 CTC alignment. Turkish-first, Linux/WSL2.

alexturkeyPython★27
B cinetty Lets a coding agent fill in a YAML and play a cinematic architectural animation in the terminal. The idea is clever and the scope small, but beyond a quick terminal show it has no reusable value; terminal animation projects are already plentiful, so one look is enough. #Terminal #Animation #AI Agents

Cinematic architecture animations that play in your terminal. Your coding agent fills one YAML file.

JosssphZhouPython★26
B omarchy-egpu An eGPU install, driver status, and hands-on test record for Omarchy Linux users. The problem is specific and the conclusions are backed by real testing, saving time for users of the same distro; the limit is a very narrow audience, as it is essentially a config note rather than a general tool. #Linux #GPU #Hardware

eGPU setup, driver status, diagnostics, and measured results for Omarchy Linux

joshuaswarrenPython★19
B lightkeeper A quiet home screen for old webOS LG TVs that explicitly says it coexists with GlassHouse, which is honest. But a more complete lglow already exists; this one was built in half a day with thinner content, so bookmark and watch for now. #UI Design #Privacy #Embedded

A calm Home screen for LG TVs on older webOS, made to sit beside GlassHouse

chiotasHTML★17
B UaStation A single exe that one-click installs prompts and skills for 15 AI coding tools, saving effort. But it's essentially a prompt-distribution shell, with no word on where the list comes from, its quality, or update strategy, and each tool's own plugin marketplace does the same thing. #AI Agents #Agent Skills #CLI #Windows

One-click prompt and skill installer for 15 AI coding tools. Single exe, zero dependencies.

freyrswiftC++★23
B mcd-money-saver A money-saving assistant built on the McDonald's MCP that wraps deal lookups into a conversational agent, a down-to-earth topic. Its 75 stars come more from curiosity than usage evidence, and since it depends on a specific MCP service and account environment, it may not work in another city or platform; it's a demo-level wrapper. #MCP #AI #E-commerce #Automation

An intelligent money-saving assistant based on the McDonald's MCP

zengshuangziPython★75
B mctime-capsule A McDonald's MCP contest entry that stores a meal order for your future self. The idea is fun and it genuinely runs on MCP, but beyond the demo it has no real use and will likely go unmaintained after the contest. #MCP #AI Agents #E-commerce

Deposit a McDonald's order for your future self | Entry for the McDonald's MCP creative development contest

YUME-huJavaScript★47
B php2shell A reproduction environment and self-check PoC for PHP request-state RCE, aimed at penetration testers. The problem is concrete, but similar labs are plentiful, the repo has only one description line with no target versions or reproduction steps, and it pairs with another defensive repo, looking more like bulk output. #Exploits #App Security #Testing

Reproducible PHP request-state RCE labs and self-checking PoC

dimasma0305Python★42
B claude-3d-frog-office Shows each Claude Code session as a frog or capybara employee in a 3D office, read-only, fully local, zero dependencies. A clean, honest visualization toy, but it doesn't help daily development, and several session visualizers already exist. #AI Agents #3D #Animation

Claude Code 세션을 개구리·카피바라 직원으로 보여 주는 3D 사무실 · A view-only 3D office that shows each Claude Code session as a frog or capybara employee. Local only, zero dependencies, macOS & Windows.

d-onworksJavaScript★20
B wx-publish-studio A self-hosted WeChat official account workbench: write, format, preview the cover, then save to your own drafts. It is handier than the official backend for account authors, but similar formatting editors are plentiful, and the repo shows no UI or deployment method, so 16 stars reveal no difference. #Self-Hosted #Content Writing #Documents

A self-hosted WeChat Official Account article workbench: write the body, apply styles and cover, preview and confirm, then save to your own Official Account drafts.

k7airosTypeScript★16
B news-video-generator A pipeline that pulls news from RSS/RSSHub, verifies it with an agent, voices it with MiniMax, and composes video with Remotion. The chain is complete but every step depends on external services, and the repo gives no sample output or failure handling, so 20 stars reveal no finished quality. #Video #LLMs #AI Agents #Automation

News video generation project: RSS / RSSHub sources, Agent editing and verification, MiniMax voiceover and Remotion video workflow

mmsx4717JavaScript★20
B TTs A red-team techniques repo that executes shellcode via T4 text templates and TextTransform.exe, giving a concrete loading path. It's useful to offense and defense people working on LOLBin abuse, but this is a known technique family, the repo is very new, and it lacks detection-evasion and version-compatibility notes, so the audience is narrow. #App Security #Windows #Reverse Engineering #Exploits

Gain shellcode execution via T4 Text Transform files/TextTransoform.exe

whokilleddbPython★23
B SuperGIS-Skills An agent skill for web maps and geovisualization, claiming coverage of 21 libraries and 6,262 official examples. The numbers are impressive, but it essentially reorganizes official examples for the model, so quality depends on the original docs; checking official sources is still safer for real use. #Agent Skills #AI Agents #Data Analysis

Agent skill for web maps and geospatial visualization. One skill, 21 libraries, 6,262 official examples, each written in full for the library you name.

OpenCesiumHTML★24
B LG-TV-HA-Home-Launcher Replaces the LG webOS TV home screen with a Home Assistant dashboard, with a local setup wizard and a root-free Home button helper. Useful for heavy HA users, but the audience is limited to people with both an LG TV and HA, and 24 stars say nothing about stability. #Self-Hosted #Automation #UI Design

Configurable Home Assistant home launcher for LG webOS TVs, with a local setup wizard and optional no-root Home-button helper.

mbsintegrationsJavaScript★24
B apple-music-effect A WebGL demo recreating Apple Music's new liquid glass look, from a familiar author, with clean shader code that can serve directly as a reference. It's worth ten minutes for front-end visual developers, but it's an effect demo rather than a component library, and liquid glass recreations have clustered in the past two days. #Web Frontend #Animation #Images #UI Design

Recreates the new Apple Music liquid brand identity with webgl + opus 5.5.

transitive-bullshitTypeScript★33
B tv-home-universal A minimalist Android TV launcher featuring a liquid-glass look and customizable widgets. Mature options like Projectivy already exist; the selling point here is almost purely visual, with no install or compatibility notes, and 15 stars don't show completeness. Those wanting a new home screen should start with mature options. #Android #UI Design #Productivity

A minimal Android TV & Google TV launcher with a liquid glass UI, customizable widgets, animated screensavers, and remote-friendly controls.

destradessJava★15
B mosaico-learning-assistant A learning assistant running on ESP-Mosaico hardware that photographs questions, takes follow-ups by voice and explains step by step, with open source that forbids commercial use. The firmware direction is concrete but the audience is limited to owners of that board, and the source of the question bank is unstated, so usability is unknown. #Embedded #Hardware #Learning #Speech

ESP-Mosaico study assistant: photograph a question and pick one, voice follow-ups, step-by-step explanations. Source code public, commercial use prohibited (PolyForm Noncommercial 1.0.0). Legacy ABI 1…

samyeeiC★40
B BrawlRecompiled A static recompilation PC port of Smash Brawl supporting 4K, widescreen, and mods like Project+. Such projects have appeared in batches lately, but this repo gives only a feature list with no build instructions or real-hardware evidence, and 69 stars grew too fast to trust. #Game Porting #Reverse Engineering #Games

Native PC port of Super Smash Bros. Brawl (static recompilation): 4K, widescreen, gamepads, and Wii SD mods (Project+, Project+Ex, REX, Brawl Minus, Legacy XP). Bring your own disc.

josiahg2502-glitchC++★69
B litpage A self-hosted pages, database, and AI workbench in a single Node process with SQLite, aiming at an open-source Notion. The direction is not new, with AppFlowy and Outline already mature, and the repo does not say what the AI part actually does, so 18 stars are hard to judge. #Self-Hosted #Knowledge Base #Databases #AI

Open-source, self-hosted workspace for pages, databases and AI. One Node.js process with SQLite.

litmers-devTypeScript★18
B ftpd-sb An FTP tool for SmileBASIC on the 3DS that transfers files between romfs, save, and tmp. It is a practical patch for this niche homebrew ecosystem, but the audience is very narrow and the code small, and 46 stars in 0.3 days is itself worth doubting. #Networking #Games #Embedded

FTP file transfer for romfs, save, and tmp. An HBLauncher SDK app for SmileBASIC.

ravensclawxGLSL★46

COrdinary36

C Uni-SuperMimic An independent reproduction of SuperMimic on UniLab for whole-body motion tracking of humanoid robots. Its 80 stars ride humanoid robot hype. It can support motion capture and training data pipelines; the risk is reproduction quality and compute requirements, and competitors are the original paper and open-source mocap solutions. #ML Research #Robotics #3D

SuperMimic-UniLab: An Independent reproduction of SuperMimic on UniLab for whole-body humanoid motion tracking.

MotphysPython★80
C oss-verify-proofs Compiles OSS-Fuzz targets into RISC-V binaries and provides machine-checkable Rocq theorems, advancing high-assurance software verification. Its 98 stars come from the formal-methods crowd, and it could support verification services and compliance certification, but the barrier is high and the ecosystem small, with seL4-style projects as competitors. #Science #Testing #Code Quality #Benchmarks

Theorem statements about OSS-Fuzz fuzz targets as compiled RISC-V binaries, and machine-checked Rocq proofs of them

theorem-labsRocq Prover★98
C video-editor-skills Teaches Claude Code to do first-pass cuts, subtitles, B-roll, and export in DaVinci Resolve, making the agent a first-pass editor. 170 stars show strong demand for agent editing. But CC BY-NC forbids commercial use, so it's only good for personal reputation. Risk: dependence on Resolve's scripting API; competitors are built-in AI editing. #Agent Skills #Video Editing #Video #Plugins

Skills that teach Claude Code to be a first-pass video editor in DaVinci Resolve: transcript cuts, vlog pacing, B-roll, music & SFX, clean captions, motion graphics, YouTube export. CC BY-NC 4.0 (no c…

appariciojuniorLanguage unknown★170
C open-math-harness Harness infrastructure offering an Open Math OS for everyday math research, pitched with a Math 2.0 narrative. Its 126 stars come from concept appeal; a math research platform subscription is possible but the user base is small, and the risks are an ahead-of-its-time concept and an unformed ecosystem, competing with Lean and Coq. #Science #ML Research #Learning

The harness of Open Math OS, infrastructure for Math 2.0. Built for everyday math research.

openmathmodelRust★126
C bambu-bar A macOS menu bar app for managing Bambu Lab 3D printers with live progress, temperatures and multi-printer control, connecting over LAN without the cloud. Its 106 stars come from the Bambu user base, and it could work as a paid utility or subscription, but the risk is single-brand lock-in and competition from the official app, Handy and OctoPrint. #3D #Hardware #macOS

Native macOS menu bar app for Bambu Lab 3D printers. Live progress, time left, temperatures, AMS spools and errors, print controls, several printers and desktop widgets. Local network, no account or c…

rolottrSwift★106
C threat-actor-dataset Organizes APT groups, ransomware crews, and ATT&CK techniques into JSON/CSV/STIX datasets, saving security teams some effort when mapping. But it is secondhand aggregation, its value depends entirely on update frequency, and it heavily overlaps with official MITRE data. #App Security #Network Security #Data Analysis

Open threat actor dataset: APT groups, ransomware groups, malware and MITRE ATT&CK techniques with aliases, TTPs and sources. JSON, CSV, STIX 2.1.

BRANDEFENSELanguage unknown★16
C kirikae Claims to statically recompile Switch executables into native PC programs in Rust. The direction is interesting, but a one-day-old repo cannot support this much engineering, with no runnable example or progress notes; for now it reads more like a placeholder manifesto. #Reverse Engineering #Game Porting #Games

Static recompiler that turns Nintendo Switch executables into native PC programs, written in Rust.

Cor3DuoRust★23
C FreeShape An offline parametric CAD built on OpenCascade, benchmarked against Onshape and claiming parts, assemblies, drawings and sheet-metal unfolding. The ambition doesn't match a 1.7-day build time, there's no usability evidence, and FreeCAD and Solvespace are already ahead. #Open-Source Alternatives #3D #onshape

Free, offline, Onshape-style parametric CAD — parts, assemblies, drawings (DXF for AutoCAD) and sheet metal flat patterns. Built on OpenCascade.

richiewillmottPython★16
C glass-icon-reveal A single-file, zero-dependency WebGL liquid glass logo reveal animation under MIT, ready to use. It suits people who want a quick intro effect for a page, but it's essentially effect code that heavily overlaps the several liquid glass recreations that appeared at the same time, solving no new problem and not amounting to a maintainable library. #Web Frontend #Animation #UI Design #Images

Liquid-glass logo reveal as a single zero-dependency WebGL page (MIT)

zanweiHTML★22
C machine "A state machine for coding agents": one sentence and an HTML repo, with no explanation of integration or what specific problem it solves. The idea isn't new; what's missing is a working implementation. #AI Agents #LLMs #Automation

State machines for coding agents.

backnotpropHTML★30
C lol-worlds-watch-buddy A small LoL Worlds prediction site for friends: local-first, syncing the LPL schedule, with custom odds and leaderboards. The positioning is clear but highly seasonal, useless once the tournament ends, and the implementation is ordinary CRUD. #Games #Social #Data Analysis

LOL Worlds viewing companion: support your favorite team with friends and compete on prediction skill with points. LoL Worlds Pick’em for friends — local-first League of Legends match predictions, off…

leclec777Python★16
C PixText Pixel-space grouped generation for scene text refinement, with a paper-like title but only a one-line abstract in the repo and no data, weights, or reproduction steps. Researchers in OCR and text editing may be interested, but today there is no way to tell whether the code runs. #ML Research #Image Generation #Images

Efficient Scene-Text Refinement via Pixel-Space Grouped Image Generation

ATH-MaaSPython★16
C php2shell-exploit An RCE exploit framework based on the PHP session.upload_progress UAF, for vulnerability research and penetration testing. Its 138 stars ride the vulnerability hype. It can support security scanning or research services but carries compliance risk; the risk is abuse and legal issues, and competitors are mature frameworks like Metasploit. #Exploits #App Security #Network Security

PHP2Shell exploit framework — CVE-2026-109618/619 PHP session.upload_progress UAF to RCE

JoasASantosPython★138
C Vault-Workbench An unofficial assembly workbench for the USSA VAULT modular storage system, aimed at owners of that kit. The author honestly labels it unofficial, but the scenario is too narrow to be valuable to most developers. #3D #Web Frontend #Hardware

An unofficial assembly workbench for the USSA VAULT modular storage system.

WangNingkaiJavaScript★15
C voxcpm2-turkce-ses-tasarimi Uses VoxCPM2 on 4GB VRAM for Turkish voice design and reading, lowering the bar for local TTS. 149 stars come from the small-VRAM and localization story. Commercial scope is narrow and the Turkish market small. Risks: upstream model changes; competitors are cloud TTS and multilingual open models. #Speech #AI #GPU

Turkish voice design with VoxCPM2 on a 4 GB GPU: describe a voice, pick a variant, read Turkish text. Patched audio.cpp, local UI, 7 synthetic voices.

alexturkeySwift★149
C rune Nothing beyond "Native UI framework": no supported platforms, examples, or architecture notes. Several Rust native UI frameworks have died in recent years, and readers can't tell what this solves or whether they can adopt it. #UI Design #SDKs #Performance

Rune: Native UI framework

anomalycoRust★58
C klikdash A lightweight launcher for Android head units (7.0+) with a built-in offline Quran. The scenario is specific and the audience clear, useful to head-unit modding hobbyists; the limit is being tied to old Android versions, so it's not broadly applicable. #Android #UI Design #Knowledge Base

KlikDash: lightweight launcher + offline Quran for Android car headunits (Android 7+)

ashafizullahJava★18
C VRmin An open-source way to stream SteamVR games running on a Mac to a Meta Quest, sitting between macOS and Quest and taking the same path as ALVR. It's a real need for people with only a Mac who want VR, but the repo is one day old with no latency or compatibility data, so it's more a manifesto than a usable tool for now. #Streaming #Games #macOS #Hardware

Play SteamVR games on your Mac, streamed to your Meta Quest. Free and open source.

theverminC++★19
C Omnidrop A Rust desktop tool that converts a dragged-in file to any format, claiming coverage of images, audio/video, PDFs, and archives. The direction is appealing, but it lists no supported formats and does not say what powers it; most likely an ffmpeg wrapper, so wait for the list. #Video #Images #Audio

Converta praticamente qualquer arquivo arrastando-o para um único lugar. Imagens, áudio, vídeo, PDFs, documentos, arquivos compactados e formatos técnicos, tudo em uma interface simples.

Ernani1234Rust★17
C RestoreIPA Reinstall apps removed from the Russian App Store onto an iPhone. A real pain point for users hit by regional takedowns, but it can't avoid Apple ID and installer-source issues, raises compliance doubts, and never explains how it works. #iOS #Downloaders #Piracy

Restoring iPhone apps removed from the Russian App Store.

ToXiTy13Python★22
C OogiesRevengeRecompiled A static recompilation port of the Xbox version of The Nightmare Before Christmas: Oogie's Revenge, listing 4K, 120fps, ray-traced AO, and more. It appeared the same day as another repo by the same author with a similar template and lacks verifiable build or run instructions, so treat it as a promo page. #Game Porting #Reverse Engineering #Games

Statically recompiled PC port of The Nightmare Before Christmas: Oogie's Revenge (Xbox): up to 4K, ultrawide, 120 fps, ray-traced ambient occlusion, gamepads, the game's own menu. Bring your own disc.

josiahg2502-glitchC++★28
C Precursor An unofficial port of the Jak and Daxter trilogy to Android ARM64 using OpenGOAL, with a concrete goal, but it admits AI assistance and offers neither build artifacts nor compatibility notes. For now, people who want to replay it on their phones can only watch, and usability depends on OpenGOAL upstream and future commits. #Game Porting #Android #Game Dev #Reverse Engineering

Precursor: unofficial Android (ARM64) port of the Jak and Daxter trilogy, powered by OpenGOAL (AI-assisted)

thebardockgamesCommon Lisp★16
C supermimic_whole_body_tracking Training experiment logs comparing MBRL and PPO on the same standing task, more a personal reproduction notebook than a tool. Researchers in whole-body control can glance at the curves, but there is no reusable code or summary of conclusions. #ML Research #Robotics #Benchmarks

On the same static standing task, compares MBRL (SuperMimic) with PPO (original BeyondMimic), with each group trained for about 1 hour cumulatively.

JackMin7Python★18
C console-skill Claims 11 Claude skills will port the PS2 games you own to PC, from reverse engineering to rebuilding graphics in one pipeline. The promise is full, but the repo is a combination of prompts and procedures with no verified port output; such "one-click porting" is far from usable. #Agent Skills #AI Agents #Game Porting

11 Claude skills that port PlayStation 2 games you own to PC: reverse engineer the code, rebuild the graphics and backend, any controller, play it anywhere, then mod it however you want.

JakeschincariolPython★45
C ip-nas A complete home NAS setup on Raspberry Pi 5: CasaOS apps, local AI voice, a 3D-printed case, and an ESP32 touchscreen. More a tinkering log than reusable code, with more hardware lists than code, and following along is not easy. #Self-Hosted #Hardware #Embedded

Raspberry Pi 5 home NAS: CasaOS apps, Nur Hub and the Nur app (local AI, Fish Audio voice), a 3D-printed case and an ESP32-S3 touch screen

MultiX0Dart★23
C glass-tv-home An Android TV launcher with prayer times, weather, air quality index, and a screensaver, clearly aimed at Indonesian users. It piles on features, but similar launchers are plentiful, no differentiator is stated, and code maturity is unknown. #Android #UI Design #Productivity

Glass TV Launcher — Android TV launcher bergaya tvOS dengan waktu solat, cuaca, API indeks pencemaran & screensaver StandBy

aqmanggeJava★16
C Dead-or-Alive-Xtreme-2-Recompilation RexGlue is a static recompilation port of DOAX2. Console recompilation projects have been clustering lately, but this repo has only one sentence, no compatibility notes, build steps, or screenshots, and 35 stars arrived too fast to judge whether it actually runs. #Game Porting #Reverse Engineering #Games

DOAX 2 Recompilation with RexGlue

hibikifukui22C++★35
C pgr1-recomp A static recompilation PC port of Project Gotham Racing with a one-line description. Similar projects have appeared in clusters recently, but it lacks build instructions and real-hardware verification, and 21 stars is not enough to show it works, so treat it as experimental. #Game Porting #Reverse Engineering #Games

Project Gotham Racing recompilation for a native PC port.

hk21xC++★21
C Rat "Monitor your network and find RATs"—the name and description are too vague to tell whether it is traffic analysis, device discovery, or malware detection. There are many small Swift network tools, but this one gives no information to judge by. #Network Security #Monitoring #Privacy

Monitor your network and find the Rat.

ImanMontajabiSwift★20
C HENkaku-PS4 Claims to run PS Vita games via a Vita3K port on a jailbroken PS4. It requires a hacked console and raises game image sourcing issues, with no compatibility or legality details, and its 23 stars are of unknown origin, so it is not worth following. #Game Porting #Reverse Engineering #Games #ps4

HENkaku: PS Vita games on the PS4 (Vita3K port for jailbroken PS4)

iHaiDeeZC★23
C SSBU Claims to statically recompile Smash Ultimate to a jailbroken PS4 with DXVK, FSR, and a pile of other features. The claimed work is out of proportion to the description, it needs your own dump and a hacked environment, and its credibility is doubtful. #Game Porting #Reverse Engineering #Games #ps4

SSBU: Super Smash Bros. Ultimate recomp (WindowSmash) on jailbroken PS4 (GoldHEN): native AArch64-to-C recomp, Direct3D 11 through DXVK on RADV, FSR 1, L3+R3 menu, 4 players. Bring your own dump.

iHaiDeeZC++★20
C rumble-roses-xx-recomp A recompilation project for Rumble Roses, described only as "Recomp de Rumble Roses duh," with no progress, dependencies, or run instructions. Recompilation itself is worth watching, but this is currently a placeholder with nothing runnable in sight. #Game Porting #Games #Reverse Engineering

Recomp de Rumble Roses duh

JesusTayloPowerShell★21
C armeria-grpc Calls itself "a handy RPC framework," but the name suggests a wrapper or fork of Armeria, with no explanation of differences from upstream, performance data, or usage. RPC frameworks are plentiful; what's missing is a reason to pick this one. #APIs #SDKs #Networking

An easy-to-use RPC framework

chengyc17Java★20
C black-october-check Claims to use a coding agent to check whether a Mac is affected by an "October security incident," but never says what the incident is, what it checks, or how to run it, only a vision statement. It can't be installed or verified, an empty shell exploiting security anxiety. #macOS #AI Agents #App Security

Check your Mac with your coding agent after the October 2026 security incidents

dominikmartnLanguage unknown★33
C flag.txt A flag.txt file meant to "scare off AI agents," a joke prompt trick. It offers no real protection, and the repo has almost nothing beyond the description; read it for a laugh and move on. #AI Agents #Prompting #Privacy

flag.txt file to deter AI agents

e14techLanguage unknown★19
C EvertySSH A cross-platform SSH client in Rust with its own vector UI engine, covering everything from split panes to key distribution. The description is stuffed with adjectives and emoji, it tries to build both a custom UI engine and a terminal, maturity is doubtful, and with Termius, Warp and built-in terminals already around, it's hard to convince people to switch. #Terminal #CLI #Networking #Linux

⚡ Ultra-fast, minimalist, and secure cross-platform SSH client written in Rust, powered by the custom EvertyUI vector engine. Features VT100/ANSI terminal, split views, known_hosts defense, command hi…

vaalimusicRust★17

DSkip61

D BlazingFastDotnet Collects tips for tuning .NET benchmark performance, useful to .NET developers but accumulated experience. Its 142 stars rest on the author's influence, with no product form. No commercialization path, the risk is scattered tips that are hard to maintain, and competitors are official performance docs and BenchmarkDotNet. #Performance #Benchmarks #Learning

Tips & tricks to tune .NET workloads for better perf (mostly, targeting benchmarks).

EgorBoC#★142
D DLSS5-Unlocker One-click unlock of DLSS5 frame generation on any NVIDIA or AMD GPU, catering to players wanting it free. Its 127 stars spread through players. No legitimate commercialization, high legal and driver compatibility risk; competitors are official DLSS and GPU vendor restrictions. #GPU #Games #Scams

Unlock and manage DLSS 5 on any NVIDIA or AMD graphics card. The ultimate one-click frame gen tool.

SmokeProductionLanguage unknown★127
D HBLauncher A SmileBASIC homebrew launcher and documented GPU app SDK with Pico install and examples. Its 94 stars come from a niche handheld community; the commercial side is tiny, the risks are a closed platform and few users, and the official dev environment is the competition. #Game Dev #SDKs #GPU #Embedded

SmileBASIC homebrew launcher and documented GPU app SDK, with Pico setup and a Hello World example.

ravensclawxJavaScript★94
D verity-enhanced An unofficial enhanced version of the Minecraft Verity mod, upgrading the AI, adding new storylines with multiple endings and supporting multiple Forge versions. Its 100 stars come from the MC player community, there's no commercialization in the mod ecosystem, and the risks are copyright and the upstream author's stance, with the original mod as the competitor. #Games #Game Dev #Plugins

Unofficial Enhanced Edition of the Verity Minecraft mod. Upgraded AI, new scenarios, multiple endings, and support for Forge 1.18 - 1.21.11

verity-modsLanguage unknown★100
D speed.skk.moe The frontend source of the speed test site speed.skk.moe, including a multi-node speed test implementation. Its 88 stars rest on author Sukka's influence. No commercialization, competitors are speedtest and various speed test sites. Medium technical depth; judged as skip. #Performance #Web Frontend #Self-Hosted

The source code of the https://speed.skk.moe

SukkaWTypeScript★88
D pandasi-agent Calls itself "PandaSI's offline evidence policy checker," but does not say what evidence it checks, what the inputs and outputs are, or who it is for. It reads like a half-finished internal project that outside readers cannot approach. #AI Agents #LLMs #Privacy

Offline evidence-policy checker for PandaSI.

PandaSI-LabsPython★40
D ai-native A Korean-language "AI Native Handbook 2026" content repo of PDF/EPUB files. It is reading material rather than a tool, cannot be installed or used, and offers no reusable methods or code, so its value for a developer ranking is limited. #Learning #LLMs #Documents

지능을 전기처럼 쓰는 시대 — AI 네이티브 핸드북 2026 (PDF·EPUB, CC BY-NC-ND 4.0)

hollobitHTML★33
D lean-electron-vue A lean Electron+Vite+Vue3+TS desktop template that avoids third-party integration plugins. Its 106 stars come from template search traffic; it has no moat, competes with countless scaffolds and Tauri, and has no commercialization path. #Web Frontend #Build #SDKs

A lean Electron + Vite + Vue 3 + TS desktop app template with no third-party integration plugins

mrcen3204097569-specTypeScript★106
D mctaste-lab A McDonald's MCP contest entry that generates explainable preference and exploration recommendations from a few rounds of choosing between two items. Its 91 stars ride the contest and meme value. No commercialization path, the risk is dependence on third-party MCP and data, and competitors are similar recommendation demos; judged as skip. #AI Agents #MCP #Data Analysis

Mai Mai Preference Lab | A few rounds of choosing between two menu items generates explainable, adjustable preference and exploration recommendations. An independent entry in the McDonald's MCP creati…

PlusF666Python★91
D maimen-xinshi A Skill plus single-file demo built on the McDonald's China MCP that reads a passing worry as a McDonald's meal and lets strangers vote. 93 stars come from meme appeal and an MCP contest. No commercialization path, platform dependency is the risk, competitors are similar MCP demos; skip. #MCP #Agent Skills #AI

McDonald's Mood: reads a single worry as a McDonald's meal, then lets three strangers decide whether to eat it. A Skill based on the McDonald's China MCP + a zero-dependency single-file demo page.

Tom123223HTML★93
D ram-purge A Windows memory cleaner and standby list flusher pitched as one-click acceleration. Its 99 stars ride on the speed-up mindset rather than technology; it is pseudo-optimization with no commercial value, and the risks are stability and conflicts with Microsoft's memory mechanisms. #Windows #Performance #Scams

Memory cleaner and RAM booster for Windows: purge standby list, trim working sets, free cached RAM, and auto-clean on threshold.

hiyfoeorihlyPython★99
D pdf-to-interactive-web No description; the name suggests converting PDFs into interactive web pages. The hard parts are layout fidelity and interaction rebuilding, and the repo explains neither its method nor results, so usability can't be judged. #Documents #Web Frontend #LLMs

ai-azhouPython★24
D rethinking-supermimic No description; the name suggests a reproduction or rethink of SuperMimic. With no experimental setup or conclusions, it offers nothing usable even to motion-control researchers. #ML Research #Robotics #Benchmarks

btx0424Python★16
D dsh-team-space A DSH plugin claiming to share AI coding sessions over a LAN, letting machines claim and return sessions and share skills and git indexes. The concept sounds interesting, but DSH itself is never explained, and installation and permission models are entirely missing, so it's impossible to tell whether it's a tool or a placeholder repo. #AI Agents #Collaboration #Plugins

DSH plugin: LAN team space for AI coding sessions — share, claim and return sessions across machines, plus shared skills, plugins & git index.

z85pktck64-cellJavaScript★17
D php2shell-research Empty description, and the repo name points to PHP-to-shell vulnerability research. With no research target, affected versions, or PoC, even security researchers cannot judge it; add docs before taking another look. #Exploits #App Security #Network Security

TheCyberGeekPython★15
D .github A crypto copy-trading bot whose repo holds only a marketing page with a sudden star spike, a typical star-farming funnel. No verifiable technical implementation and no compliance framework. Risks are scams and fund safety; competitors are mature trading terminals; not an investment target. #Crypto #Scams #Fintech

🔥 dex-copy-trading-bot 🔥

dex-tool-bestHTML★174
D .github A DeFi arbitrage bot, again only a marketing page with abnormally concentrated stars, indicating bulk fake accounts. It lacks real code and backtest evidence, with high compliance risk. Risks are scam funnels; competitors are mature quant platforms; not worth following. #Crypto #Scams #Fintech

🔥 defi-arbitrage-trading-bot 🔥

df-tools-bnHTML★173
D .github A cheat for Modern Warfare 4 offering aim assist and wallhacks, giving cheaters a low-cost edge rather than serving as a developer tool. Nearly a hundred stars in a day is common for cheat repos, driven by community traffic and star farming, so real users are doubtful. Monetization only works via paid cheat subscriptions, a gray-market business that violates game terms; the biggest risks are anti-cheat bans, bundled malware, and legal action from the publisher. #Game Cheats #Games #Windows #Scams

modern-warfare-mw-4-cheats-mod-menu-aim-esp

mw-tools-123HTML★91
D .github An on-chain trading bot, another star-farming pattern, with only a marketing description in the repo. There is no technical verification or compliance framework; the risk is scams and lost funds, and mature on-chain trading tools are the competition. #Crypto #Scams #Fintech

onchain-trading-bot-pc-desktop

onchain-trading-botHTML★173
D .github An on-chain whale tracker, a bulk star-farming repo with only a marketing page and no implementation. There is no technical verification or compliance path; the risk is scam funneling, and mature on-chain analytics platforms are the competition. #Crypto #Scams #Fintech

onchain-whale-tracker-pc-desktop

onchain-whale-tracker-pc-desktopHTML★147
D liquidity-sniping-bot-pc-desktop A liquidity sniper bot with 110 stars in 0.2 days, a typical bulk star-farming funnel with no implementation in the repo. There is no technical verification or compliance framework; the risk is scams and fund safety, and mature trading tools are the competition. #Crypto #Scams #Fintech

🔥 liquidity-sniping-bot-pc-desktop 🔥

qxqfvfpjzxnvHTML★110
D cross-exchange-arbitrage-bot-pc-desktop A cross-exchange arbitrage bot with 173 stars in 0.2 days, clearly boosted to drive traffic, and the repo has no substantive implementation. There's no commercialization or compliance path, the risks are fund safety and fraud, and mature trading tools are the competition; skip it. #Crypto #Scams #Fintech

🔥 cross-exchange-arbitrage-bot-pc-desktop 🔥

tytpaskanvdcHTML★173
D .github A so-called smart money tracker, mass-registered to boost traffic, with only a marketing page and no implementation. There's no verifiable technology or business path, the risks are scam traffic and fund safety, and mature on-chain analytics platforms are the competition; skip it. #Crypto #Scams #Fintech

🔥 smart-money-tracker-pc-desktop-new 🔥

xynbspqmochfHTML★172
D AnyGameRenderer Empty description, and the repo name only says "any game renderer," with no platform, usage, or examples. Names like this usually mean it is still an idea, so readers cannot judge whether it works; wait until it is written up. #Games #3D #GPU

AlayaLabPython★18
D cinema-4d-menu-newest Billed as a CC0 reference hub for 3D/VFX/game development, but actually a link collection, with obvious keyword stuffing in the repo name. A content list does not solve a specific problem, and the stars appearing within a day do not look like organic spread. #3D #Learning #Game Dev

Curated, CC0 reference hub for 3D, VFX, and game dev.

AngleEngineerValleyLanguage unknown★20
D desktop-agent-ui Calls itself "a design spec and interaction physics guide for desktop agents," but is actually a collection of docs and notes, with no code or verifiable design system. Fine to read for opinions, but as an open-source project it is not a tool. #AI Agents #UI Design #Learning

A design specification, interaction physics, and in-depth engineering practice guide for modern desktop Agents / AI applications

Ludi-HerryJavaScript★21
D littleaibox Empty description, just a name and a JavaScript implementation. Cannot tell whether it is a local AI toolbox, a frontend demo, or something else, so it cannot be evaluated. #AI #LLMs #Self-Hosted

PandaSI-LabsJavaScript★39
D jarvis-ai-assistant A free AI assistant with voice control, stock analysis and a holographic HUD, cramming three selling points into one line without saying how it runs or what it depends on. A classic vision-style repo; skip it. #AI #Speech #Fintech

Free AI Personal Assistant with Voice Control, Stock Market Analysis & Holographic HUD

saipradeep77964Language unknown★17
D superbroker A news feed tracking which big-company executives and funds are followed or unfollowed, with probabilistic judgments on what it means. It doesn't say where the data comes from or how it updates, nor the language or implementation, making it more a content account than a tool; for tracking holdings and personnel changes, existing financial data services are more reliable. #Social #Fintech #Data Analysis

Every follow and unfollow from Big Tech's CEOs, founders and funds, with the odds on what it means.

superbroker1Language unknown★22
D saascfproxy The title is just "SaaS origin-pull tutorial," a pure content repo with no code. Origin-pull configuration is explained more clearly in official CDN docs, and such tutorials are often used to bypass restrictions, so both value and risk are unclear. #Networking #DevOps #Learning

SaaS origin-pull tutorial

MakkaPakka518Language unknown★16
D One-releases An install-package page that publishes only IPAs without source, aimed at sideloading users. Its 93 stars come from free-loading and jailbreak traffic; there is no legitimate commercialization and copyright and legal risk is high. #iOS #Piracy #Downloaders

One's installer release page (only publishes IPA, no source code)

ios151Language unknown★93
D PartBloom No description, and the name doesn't reveal whether it's 3D generation, part segmentation, or something else. Without an explanation there's no basis to judge; wait for the author to fill it in. #ML Research #3D #Images

brain-labbbPython★17
D AI-LeanMuscle-Club Only the line "Train model and train body," with no indication whether this is a training script, a fitness log, or a joke repo. No description or usage, so readers cannot tell who it is for; write clearly what it does first. #Health #ML Research #Learning

Train model and train body.

Al-LeanMuscle-ClubPython★23
D ff-external-esp A FreeFire cheat with ESP and wallhack, claiming educational use but actually distributing cheats. Its stars are piled up through black-market channels with no legitimate commercialization; the risks are bans and legal trouble, and it competes with similar cheats and anti-cheat. #Game Cheats #Anti-Cheat #Crack

FreeFire external ESP cheat: player boxes, skeleton ESP, distance readout, item glow — C++ overlay, no injector, educational use only.

piqganehprlvHTML★120
D cs2-external-esp A CS2 cheat with ESP, skeleton, radar and aimbot, distributed as cheating under the banner of educational research. Its stars come from black-market boosting and search traffic, with no legitimate commercialization, and the risks are bans and legal liability; competitors are similar cheats and anti-cheat systems, so it's not worth pursuing. #Game Cheats #Games #Exploits

CS2 external cheat: ESP player boxes, skeleton, health bars, radar hack, aimbot, glow, no-flash — external overlay for educational cheat-dev research.

tunflwgudkybHTML★256
D dbd-external-esp A Dead by Daylight cheat with wallhacks and skill-check aimbot, essentially cheat distribution. Its stars come from black-market boosting, there's no commercialization potential, and the risks are bans and legal liability; competitors are anti-cheat systems, so skip it. #Game Cheats #Anti-Cheat #Crack

DBD external ESP: survivor aura, killer wallhack, skillcheck aimbot, injector for Dead by Daylight, educational cheat source

ulymxumfqtdiPython★116
D pubg-external-esp A PUBG cheat with ESP, wallhacks and no recoil, claiming to be read-only DMA research but actually distributing cheating tools. Its stars come from black-market channels, there's no legitimate commercialization space, and the risks are bans, legal trouble and fund safety; competitors are similar cheats and anti-cheat systems. #Game Cheats #Games #Exploits

PUBG external ESP/aimbot: player skeleton ESP, item glow, no-recoil, radar — read-only DMA overlay for cheat research.

wpfigfszroxnHTML★247
D aion-2-auto-farm An AION 2 auto-quest and farming tool branded as a "security macro," an HTML repo with an exaggerated year in the title. Such things are usually wrapper scripts or traffic-bait pages, violating game terms and carrying security risks; not recommended. #Game Cheats #Games #Windows

AION 2 Auto Farm 2026 — Auto questing, daily routine, resource gathering, mob farming. Safe macro tool for Steam. Windows 10/11.

CabinetmakerRedeemHTML★20
D Fix-error-VAN-57-Riot-Vanguard Claims to fix Valorant's VAN 57 error, but the repo has no technical explanation, only a title stuffed with the game name and error code. Such "error fix" repos are a common traffic-bait template, with more risk than benefit. #Games #Scams #Windows

LoL, League of Legends, Valorant, utility for fixing VAN 57 error

CustodianQuayLanguage unknown★32
D CapyPS5 Empty description, and the name hints at PS5, but there is not a word on what it does or how to start. Cannot tell whether it is a tool, notes, or a placeholder repo. #Games #Hardware #Reverse Engineering

Ghael-VC++★27
D AnythingLLM-Desktop A randomly named account, less than a day old, publishing a so-called enhanced version under the name "AnythingLLM Desktop." This is typical typosquatting impersonation distribution, and the installer may have been modified; download only from the official repo. #LLMs #Scams #Self-Hosted

AnythingLLM Desktop — The enhanced all-in-one AI desktop app.

QuickButlerPace65Language unknown★37
D aion-2-stutter-fix Claims to boost FPS and clean shader caches for AION 2, but is actually an HTML page repo with no reviewable code. Such "optimization tools" are a common traffic-bait template; do not install. #Games #Performance #Windows

AION 2 Stutter Fix 2026 — FPS boost, frame-time consistency, graphics presets, shader cache cleanup. Free Windows utility for Steam. No gameplay modifications.

RunnerGutterHTML★20
D verifiqueosfatos A static page fact-checking Portugal 2027, with minimal information and unknown sources. 77 stars lack explainable momentum. No technical substance or commercialization path; the risk is star-farming or a one-off campaign page; skip. #Documents #Content Writing #Marketing

verifique os fatos 2027

felippe-regazioHTML★77
D neverlose Just PowerShell scripts and a release date, no description or implementation, likely a CS cheating-brand distribution page. Star count is abnormal and information minimal. No commercialization or compliance path; risks are malware and account bans; skip. #Game Cheats #Scams

Published: 2026-10-23

akhiranandan-04PowerShell★107
D Destiny2HelperAI-rpocket A Destiny 2 cheat whose description lists ESP, aimbot, HWID spoofing, and anti-cheat bypass, full of feature words. It falls under cheats and cracks, violating game terms and carrying obvious security risks; nobody should download it. #Game Cheats #Anti-Cheat #Games

🎯 Destiny 2 Hack 2026 — undetected cheat for Windows 10/11. Player ESP, Character ESP, Radar, Aimbot, Silent Aim, Recoil Compensation, Infinite Ammo, God Mode, Speed Hack, Fly Hack, OPK, Loadout Edito…

Heroda90130Language unknown★30
D gaming-tweaks-2026-windows-fps-optimizer The title sounds like a 2026 game optimization tool, but it's actually a concept page for an FPS and latency tuning guide, with no runnable code and the language marked unknown. Anyone looking for Windows tuning scripts gets nothing executable, and such tuning lists are everywhere, so skip it. #Windows #Performance #Games

Gaming Tweaks 2026 — Windows 10/11 gaming optimization toolkit concept featuring FPS performance guides, input latency diagnostics, GPU and CPU optimization, frametime analysis, network troubleshootin…

sharon-allen70Language unknown★31
D idlix-androidtv A repo with no description, Kotlin and 48 stars; the name suggests an Android TV client, but there's no documentation and no way to tell where the 48 stars came from. Skip it. #Android #Streaming #Web Frontend

samdgeaKotlin★48
D seriesoftubes The repo has no description, so there's no telling what it does or who it's for. Only HTML and 17 stars; readers have no reason to click. #Web Frontend #Learning #Documents

fjaeckelHTML★17
D switcheroo A repo with no description, only Python and 19 stars; there's no way to tell its purpose or whether it's worth opening. #Automation #CLI #Productivity

grayhatkillerPython★19
D lumina A repo with no description, JavaScript, and 17 stars. Its purpose cannot be determined, so readers have no reason to click. #Web Frontend #UI Design #Learning

lili0926JavaScript★17
D Devoid67 A personal homepage-style repo with no project content or description, not an open-source project that can be evaluated. #Learning #Documents #Knowledge Base

Devoid67Language unknown★18
D UN_S The description is only "too tired, don't want to update anymore," with no feature description. Whatever it was meant to be, it is not an evaluable project now. #Learning #Documents #Knowledge Base

Too tired, don't want to update anymore

TiTi-597C++★16
D roblox-solara-executor-pc-desktop A Roblox cheat executor whose repo contains only an HTML landing page and keyword stuffing. It is a cheating tool and offers nothing worth a developer's attention. #Game Cheats #Crack #Games

roblox-solara-executor-pc-desktop

jchumcrfbluwHTML★64
D fps-boost-2026-windows-gaming-optimizer An "optimization toolkit concept" with only copy and no implementation, appearing in the same batch template as CPU, GPU, RAM, and Ping optimizer repos, a typical play on game-performance keywords. Don't download it. #Games #Performance #Windows #Scams

FPS Boost 2026 — Windows 10/11 gaming optimization toolkit concept for improving FPS stability, reducing input lag, troubleshooting stuttering, monitoring system performance and optimizing gaming sett…

hernandezg423Language unknown★35
D .github A repo named .github that is actually promotion for a wallet copy-trading bot, with only a string of keywords as its description. No source explanation and no risk warnings make it a typical gray-market funnel repo. #Crypto #Scams #Fintech

wallet-copytrade-bot-pc-desktop

hlhczkubcboaHTML★25
D game-booster-2026-pc-gaming-optimizer Another "Game Accelerator 2026" concept blurb, built from the same template as the batch of CPU, GPU, and RAM optimization repos, with nothing executable. It is keyword-bait bulk output; skip it. #Games #Windows #Performance #Scams

Game Booster 2026 — Windows 10/11 gaming performance optimization toolkit concept featuring FPS monitoring, background process analysis, input latency diagnostics, system optimization and game-specifi…

huntmorgan02Language unknown★35
D ram-optimizer-2026-windows-memory-booster A "memory optimization toolkit concept," built from the same template as the batch of CPU, GPU, and Ping optimization repos, pure keyword copy with no implementation. Skip it. #Windows #Performance #Scams #Hardware

RAM Optimizer 2026 — Windows 10/11 memory optimization toolkit concept for RAM monitoring, memory usage analysis, background process management, gaming performance diagnostics and system resource opti…

kait-harris13Language unknown★33
D cpu-optimizer-2026-windows-performance-booster A "CPU optimization toolkit concept," one of the same batch of templated repos, with only marketing copy and nothing executable. Skip it. #Windows #Performance #Scams #Hardware

CPU Optimizer 2026 — Windows 10/11 CPU performance optimization toolkit concept for processor monitoring, high CPU usage diagnostics, background process management, gaming performance analysis and sys…

meganpowell69Language unknown★30
D gpu-optimizer-2026-graphics-fps-performance A "GPU optimization toolkit concept," one of the same batch of keyword repos, with nothing executable and templated copy that is obvious at a glance. Skip it. #Windows #Performance #Scams #GPU

GPU Optimizer 2026 — Windows 10/11 graphics performance toolkit concept for NVIDIA and AMD GPU settings, FPS optimization, VRAM monitoring, driver analysis, stuttering diagnostics and gaming performan…

mp23m1fhvtLanguage unknown★16
D ping-optimizer-2026-network-latency-gaming A "network latency optimization toolkit concept," built from the same template as the batch of CPU, GPU, and RAM optimization repos, with only slogans. It is keyword-bait bulk output; skip it. #Windows #Networking #Scams #Performance

Ping Optimizer 2026 — Windows 10/11 network optimization toolkit concept for gaming latency diagnostics, ping monitoring, packet loss analysis, DNS testing, connection stability and network troublesho…

nataliem5358Language unknown★30
D input-lag-fix-2026-windows-gaming-latency-optimizer An "input latency fix toolkit concept," one of the same batch of template repos, with no implementation and no verification method, just piled-up words like frame rate and latency. Skip it. #Windows #Games #Performance #Scams

Input Lag Fix 2026 — Windows 10/11 gaming latency optimization toolkit concept for mouse and keyboard delay diagnostics, display response settings, FPS stability, frame pacing and low-latency gaming c…

paige3412Language unknown★30

Show HN 1

Show HN: We had AI write a wiki from 45k Enron emails, every fact cited

Show HN

Uses AI to generate a wiki from 45,000 Enron emails with a citation for every fact, validating traceable generation. Its 55 points show trustworthy citations are a real need, and it could become a citation engine and audit layer for enterprise knowledge bases, but the risks are hallucination and retrieval quality, with RAG platforms and NotebookLM-style tools as competitors.

#LLMs #RAG #Knowledge Base #Documents

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