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10.01 Today's Picks

386 new projects found today, 208 rated.

Created 2026-09-29 – 2026-10-01Fetched 600Filtered 50Rated 36

S · Look today

S

dots

feder-crPython

Solves automated browsers being blocked by anti-scraping and human verification, giving agents a stable browser of their own; 1,932 stars in a day shows the blocking pain is real and spreads strongly. Monetization can be a hosted agent browser API against Browser Use and Hyperbrowser. The biggest risk is head-on collision with these mature competitors and compliance and legal red lines around bypassing blocks.

Open-source dots for the web: an AI agent with its own browser, one that does not get blocked.

#AI Agents#Automation

★1932

S

DeepGEMM-Ascend

deepseek-aiC++

Fills in efficient matrix multiplication kernels for Huawei Ascend, supplying the operator layer most missing from non-CUDA ecosystems; 386 stars in 1.3 days benefit from the DeepSeek brand and rigid demand for domestic compute substitution. It's most likely to become a standard dependency in the Ascend training stack and bring enterprise support contracts. The risk is fast Ascend toolchain iteration, high maintenance costs, and CUDA's still-deep moat.

DeepGEMM-Ascend: clean and efficient matrix multiplication kernel library for Huawei Ascend NPUs

#GPU#Performance#ascend

★386

A · Worth watching

A

DeepEP-Ascend

deepseek-aiC++

A high-performance collective communication library for Ascend training and inference, filling a key gap in the distributed stack; 182 stars appearing alongside DeepGEMM shows DeepSeek's systematic investment in domestic hardware stacks. It could become a standard dependency for Ascend distributed training and bring cloud vendor partnerships. The risk is fast ecosystem iteration and CUDA plus NCCL still dominating the market.

A high-performance communication library for machine learning training and inference on Huawei Ascend NPUs.

#GPU#Performance#ascend

★182

A

universal-modder

rehan-remadePython

Chains reverse engineering, fal asset generation and in-game testing into Claude Code skills so non-programmers can mod PC games; 802 stars in 0.8 days comes from the novelty of AI meeting modding. Mod distribution or asset generation could monetize, but the risk is game-vendor DMCA and anti-cheat, plus mods lacking sustained payment scenarios, making it more a tool showcase.

Point Claude at any game. Skills, tools and the fal MCP that let Claude Code mod almost any PC game you own: recon, reverse engineering, fal-generated art/3D/audio, in-game testing, showcase videos.

#Games#Reverse Engineering#AI Agents

★802

A

TIRx-harness

mlc-aiRust

An open compiler harness for agentic GPU programming, giving AI-written kernels a unified compile and evaluation entry point; backed by mlc-ai, 75 stars is few but a strong quality signal. It has the best chance to become a standard dependency and benchmark for GPU code-generation agents, but the risk is a very early field where NVIDIA's closed tools and the Triton ecosystem hold ground.

An Open Compiler Harness for Agentic GPU Programming

#GPU#ML Research#AI Agents

★75

A

oido

lokutor-aiC

Packs open-vocabulary speech recognition into a $5 ESP32-S3 at 3.7% WER without cloud or NPU, bringing ASR to ultra-low-cost IoT; 45 stars in 0.5 days, with the metric itself as the传播 point. It is most likely to enter IoT and toy supply chains via firmware licensing, but the risk is the metric's credibility in real noisy scenes and competition from native solutions like Espressif.

Oído: open-vocabulary speech recognition that fits in a $5 ESP32-S3. 3.7% LibriSpeech WER, no cloud, no NPU.

#Speech#Embedded#AI

★45

A

hypoarena

OpSafariPython

Uses synthetic literature with controllable causal chains and Elo matchups to validate hypothesis-discovery algorithms, solving the lack of ground truth in research agent evaluation; 545 stars in a day reflects the research community's hunger for reproducible evaluation. Commercialization is narrow, and it's more likely to become a benchmark component for research agents. The risk is an audience limited to ML researchers with no clear paying party.

Scientific hypothesis-discovery workbench: grounded hypothesis-evidence graphs, synthetic literature with planted causal chains, generate-debate-evolve loops over pluggable offline adapters, Elo tourn…

#ML Research#Science

★545

A

compress

spenmckePython

Compresses Codex tool output with trajectory-faithful compression to save about 30% of input tokens and cache costs, hitting the agent billing pain point; 67 stars and a Show HN appearance validate the demand. The author offers an SDK and API that could grow into cost-optimization middleware, but the risk is native cache optimization by model vendors and accuracy loss from truncation.

Free CLI from Everest that compresses Codex tool output.

#LLMs#AI Agents#CLI

★67

A

Ely-GPUI-Components

ZacharyZhang-NYRust

A light and dark theme component library for Zed's GPUI, filling the biggest component gap in this emerging UI framework; 235 stars in 0.8 days shows scarce supply and hungry demand among GPUI developers. It could become the de facto GPUI component dependency and lead to commercial projects, but the risk is limited GPUI adoption while React and web component ecosystems remain dominant.

A component library for GPUI, in light and dark. Every component runs live in the browser.

#UI Design#Web Frontend#gpui

★235

A

passportsim

BlackHole1Rust

Emulates an ESP32-C3 in the browser via WASM or on desktop, running unmodified ESP-IDF firmware, built specifically for developing FoloToy AI Passport without hardware, plus an MCP service for agents to call. The scenario is small and specific and hardware-free development is a real pain point; the limitation is being tied to a single firmware.

Develop and debug FoloToy AI Passport firmware without the device: an ESP32-C3 emulator that runs unmodified ESP-IDF images in the browser (WebAssembly) or on macOS and Windows, with a CLI and an MCP …

#Embedded#WebAssembly#MCP#Hardware

★10

A

maclator

linuxkid473C

A 'reverse Rosetta' for running arm64 macOS programs on Intel Macs: an interpreter with an x86-64 JIT, AOT cache, and a Metal bridge to the host GPU. The direction is rare and the description doesn't oversell; worth reading for binary-translation folks and those extending old machines' lives, though maturity and compatibility are clearly early.

Run arm64 macOS apps on Intel Macs: a reverse-Rosetta emulator (interpreter + x86-64 JIT + AOT cache) with a Metal bridge to the host GPU

#Reverse Engineering#macOS#Performance#Hardware#rosetta

★23

A

exynos9810-woa

ntdevlabsC

Brings Windows 11 to the Galaxy S9+ (Exynos 9810) with UEFI, drivers, and an installer going from native Android to desktop. Author NTDev has prior work to check, and the description is specific about model and version; high risk and single-device, it's a hardcore early-adopter project.

Windows 11 on the Samsung Galaxy S9+ (SM-G965F, Exynos 9810): UEFI, drivers and an installer that goes from stock Android to the Windows desktop.

#Windows#Embedded#Hardware#Reverse Engineering#samsung-galaxy-s9

★12

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

BHas a spark46
  • B dioramas Builds cinematic 3D websites from assets generated with Nano Banana and Meshy, productizing the AI-generated 3D pipeline; 159 stars comes from the frontend and AI 3D crossover crowd. A template marketplace or studio services are possible, but the risk is unstable AI 3D quality and direct competition with the mature Spline and React Three Fiber ecosystems. #3D#Image Generation#Web Frontend

    A free, open-source framework for cinematic, interactive 3D websites with AI-generated assets (Nano Banana 2 + Meshy 7.1 on fal). 20 example sites.

    blendi-remadeJavaScript★159

  • B one-prompt-video-skills Chains Claude Skills from scripting and digital avatars to B-roll and final cuts for a talking-head video pipeline aimed at short-video creators; 70 stars in 1.7 days shows real demand. Skill packs or templates could be sold, but the risk is direct competition with mature SaaS like HeyGen and a low-barrier orchestration layer that is easy to copy. #Agent Skills#Video#LLMs#Prompting

    Generate a complete talking-head video in one sentence: Claude Code Skills for scriptwriting, digital-human presenter, B-roll, HyperFrames compositing, and frame-extraction checks

    huangbai-AIJavaScript★70

  • B laborix Orchestrates autonomous experiments with a versioned DSL and DAG while keeping a tamper-proof provenance ledger, solving ML reproducibility and auditability; 87 stars is moderate momentum. It could target research or compliance-audit platforms, but the risk is overlap with Kedro, Airflow and Weights & Biases, a narrow audience and unclear payers. #ML Research#Automation#Science

    Autonomous experiment-pipeline orchestrator: versioned research-plan DSL with dependency DAGs, deterministic checkpoint/resumable executor, tamper-evident provenance ledger, UCB1/Thompson schedulers w…

    OpSafariPython★87

  • B MacPlay Lets Apple Silicon Macs receive iPhone CarPlay video over USB or shared Wi-Fi, with configurable resolution and frame rate. A fresh angle with clear demand, but it relies on a private screen-casting protocol, so stability and latency need real testing. #macOS#iOS#Streaming#carplay

    A native macOS app that lets Apple Silicon Macs receive iPhone CarPlay video over USB or shared Wi-Fi, with resolution and high frame rate configuration.

    RoylylRust★24

  • B AuthFlowMap Draws OAuth, Conditional Access, Entra Agent ID, and MCP authentication flows as interactive step-by-step diagrams. For engineers configuring identity policies daily it is far more intuitive than official docs; the limitation is being a one-page explainer whose coverage depends on the author's continued maintenance. #App Security#MCP#Learning

    Interactive map of OAuth, Conditional Access, Entra Agent ID and MCP authentication flows, step by step

    JinssiHTML★19

  • B livecanvas Generates iOS Live Photos with covers and motion effects from one sentence, targeting the specific gap of Apple Live Photo creation; 77 stars in 0.6 days comes from the Chinese developer community. In-app purchases are the monetization path, but the risk is a narrow need easily covered by Apple's system-level AI features or Meitu-style apps. #Images#iOS

    Turn a sentence into a Live Photo with a designed cover and animation. Turn a sentence into a Live Photo with a designed cover and animation.

    pengchujinSwift★77

  • B ExecuteAssemblyPICO Converts execute-assembly into position-independent code, using the Crystal Palace linker to produce injectable PIC blobs, a useful reference for red teamers hand-building C2 evasion. The scope is small and the description restrained, a rare honest security tool in this batch; the limitation is a very narrow audience, and similar PIC implementations already exist. #Reverse Engineering#Network Security#Windows#App Security

    A Position Independent Code (PIC) implementation of the execute-assembly command, using Crysta Palace linker.

    0xPrimoC★11

  • B Ultima7_Decomp A decompilation rebuild of Ultima 7 claiming byte-for-byte verification, by an author with standing in the retro gaming scene. It is a rare foundation for old-game ports and mods; the limitation is that it is purely a technical asset whose value ordinary readers cannot see. #Reverse Engineering#Games#Game Porting

    This is a decompiled and byte-verified rebuild of Ultima 7.

    KitrinxC★22

  • B yomiyasu An Agent Skill that removes the awkwardness of AI-generated Japanese, targeting a specific pain in Japanese content production; 190 stars in 0.5 days comes from the Japanese community's widespread dislike of AI tone. Skill-pack payment or embedding in writing SaaS are options, but the risk is a narrow single-language market and general polishing models gradually covering this need. #Agent Skills#Content Writing

    Agent Skill for Refining AI-Generated Japanese into Natural Japanese / Agent Skill for Refining AI-Generated Japanese into Natural Japanese

    nanaismPython★190

  • B wenzi-xhs-agent-skills Packages Xiaohongshu operations from account positioning to review scheduling into an installable Agent skill pack for Chinese social-media operators; 70 stars in 0.9 days is decent growth. Paid skills or managed services are options, but the risk is fast-changing platform rules, homogenized content playbooks and almost no technical moat in the skill pack itself. #Agent Skills#Marketing#Social

    Wenzi's Xiaohongshu Agent Skills: an installable workflow covering account positioning, topic and title selection, humanized rewriting, image-text planning, and scheduling review.

    wenziaiLanguage unknown★70

  • B rails_event_viewer A Rails engine for browsing, searching and analyzing structured events emitted by Rails.event. The scope is restrained and the naming honest; it's a handy development-time panel for Rails teams just adopting the structured event API, though the audience is narrow and it overlaps with existing log panels. #Debugging#Observability#Databases#Web Frontend#rails

    A Rails engine to browse, search, and analyze structured events from Rails.event

    keshavbiswaRuby★10

  • B sign-in-with-chatgpt-devkit OpenAI's official 'log in with your ChatGPT account' developer kit: a local SDK, reusable React components, design resources and a desktop example. It's a first-hand reference for developers integrating ChatGPT identity; but the repo is very new with few stars, so the actual integration experience needs your own trial. #SDKs#APIs#AI#LLMs#chatgpt

    Sign-in with ChatGPT DevKit — local SDK, reusable React components, design assets, and the Paste Perfect desktop example.

    openaiTypeScript★9

  • B edge-smart-doh Picks empirically optimal IPs per ISP for Cloudflare-hosted sites and includes ECH, balancing access acceleration and privacy; 47 stars in 0.3 days is decent growth. It could become an edge-access or anti-blocking component. The risk is that Cloudflare policy changes could directly break it, and the related capabilities are compliance-sensitive. #Networking#Privacy

    DoH that gives Cloudflare-hosted sites measured preferred IPs (per ISP, from cfhub) and ECH

    1molchuanTypeScript★47

  • B ZedSecure A cross-platform VPN client integrating Xray, sing-box, Tor and other cores for Android and desktop; 45 stars is modest momentum. Subscription monetization is planned, but the space is extremely crowded with many free open-source alternatives, and the risk is compliance-review pressure and feature homogenization, making differentiation hard. #Networking#Privacy#Android

    Multi-core VPN client for Android and desktop: Xray, sing-box, Psiphon, Tor, DNS tunnels, WireGuard/AmneziaWG, OpenConnect, IKEv2

    CluvexStudioKotlin★45

  • B SkyCraft Brings Minecraft physics, inventory, blocks and combat into Skyrim, a cross-IP gameplay mashup with strong viral appeal; 103 stars in 0.3 days comes from novelty. It can give mod authors exposure, but commercialization is limited by copyright, with risks from Bethesda and Mojang claims, SKSE version maintenance costs, and no payment loop. #Games#Game Dev#skyrim

    Play Skyrim as a Minecraft player: Minecraft physics, inventory, blocks and combat inside Skyrim's world (SKSE plugin + Fabric mod).

    chasmlolC++★103

  • B open-dot A self-hostable personal AI agent Mac app built on Composio's tool-calling chain; 149 stars from a community-built organization is modest momentum. Monetization effectively falls on Composio's tool-call billing, and the risk is strong homogenization with first-party products like OpenAI Operator and Claude desktop, making an independent identity hard to establish. #AI Agents#macOS

    Open-source personal AI agents that work on their own, on their own computers. Mac app, OpenAI + Composio.

    composio-communityTypeScript★149

  • B Polymarket-Perpetual-Bot A Polymarket prediction-market toolkit: terminal order-book browsing, edge detection, market making and cross-market arbitrage, with paper trading and risk controls, and it honestly states 'not investment advice, not official.' That honesty is a plus, but similar trading bots are plentiful and real returns are unverified. #Fintech#Crypto#Automation#CLI#polymarket

    Polymarket trading bot for prediction markets — browse CLOB markets, watch the order book in the terminal, run edge detection, liquidity provision and cross-market arbitrage strategies with paper trad…

    infinityhugoPython★20

  • B drouter A Debian 13 soft-router web panel that explicitly avoids reinventing protocols, only rendering native config, syntax pre-checking, and atomic writes followed by reload. That self-restraint is rare among similar panels and a plus for those wanting auditable config, but the panel space is crowded and maturity is unknown. #Networking#Self-Hosted#Linux#Web Frontend#debian

    Debian 13 soft router management system · Web admin panel. Does not reimplement any protocol — renders native configuration, syntax pre-checks, atomic writes, and reload.

    liuzhuohuaPython★17

  • B duckdb-rust-workers Deploying DuckDB to Cloudflare Workers via Rust/Wasm lets edge functions run analytical queries directly. For edge analytics this is a concretely usable combination, and the author knows the space; the limits are the WASM DuckDB build's memory and feature constraints, so test it yourself. #Databases#WebAssembly#Performance#Web Frontend

    Deploy DuckDB to Cloudflare Workers via Rust/Wasm

    tobilgJavaScript★12

  • B Estacado Statically recompiles Xbox 360's The Darkness into a native PC version, explicitly requiring your own game copy with honest wording. Xbox 360 static recompilation is a genuinely new direction these past two years, and this project provides full source and a build path; how playable it is remains unverified. #Game Porting#Reverse Engineering#Games#the-darkness

    Estacado: a native PC recompilation of The Darkness (Xbox 360). Unofficial fan port; bring your own copy of the game.

    invinceble55-wqC++★16

  • B fluent-midi-editor Adds a multi-track piano-roll MIDI editor to REAPER in Lua, installable via ReaPack. REAPER's built-in MIDI editing has long been criticized, and this is a small, precise cut; but similar attempts abound in the script ecosystem, so stability needs your own testing. #Audio#Plugins#Editors#reaper

    Finally, a MIDI editor for REAPER that feels good. Multi-track piano roll, installable via ReaPack.

    onliner10Lua★13

  • B homebridge-fellow-ekg Connects a Fellow EKG kettle to Homebridge via a local HTTP CLI, exposing just one clear switch. The scope is restrained and the description honest, a bridge plugin that does one small thing right, though its audience is limited to owners of this kettle. #IoT#Self-Hosted#homebridge

    Homebridge on/off switch for Fellow EKG kettles with the local HTTP CLI

    GautamBoseJavaScript★11

  • B fund-ledger A fund ledger offering real-time valuation, Alipay holdings snapshots, and a recurring-investment book, aimed at gaps in existing fund apps. The need is real and the description specific, but it is a personal-use-scale tool, and whether its scraping approach stays stable long-term is doubtful. #Fintech#Data Analysis#Productivity

    Fund ledger: a better fund tracker — real-time fund valuation, Alipay holdings snapshots, and a recurring investment ledger

    Naka152Python★25

  • B aiistream-q3.6 Runs Qwen3.6-35B-A3B on a 16GB Mac by streaming MoE experts in and out to save memory, a more interesting idea than plain quantization. Suited to local LLM tinkerers; the 'byte-identical' claim needs your own reproduction, and maturity is unknown. #LLMs#macOS#Performance#ML Research

    AiiStream Q3.6: byte-identical MoE expert streaming on Apple Silicon — runs Qwen3.6-35B-A3B on a 16 GB Mac

    apirathaiyaPython★10

  • B walkmansync-for-mac Brings Sony NW-E400 series Walkmans from the SonicStage era back to modern macOS: rebuilding the OMGAUDIO database and native MP3 sync. The pain point is real and the description restrained; limited to old hardware and a single series, but essential for owners of these players. #macOS#Open-Source Alternatives#Audio#sonicstage

    Native Mac port and modern SonicStage alternative for Sony Network Walkman (NW-E405, NW-E400 series) with 3rd-generation OMGAUDIO database initialization and zero-friction MP3 sync.

    arsenyspbSwift★28

  • B aurora-synth A hybrid synthesizer in the browser packing VA, wavetable, FM and physical modeling into a zero-dependency single page, and the author honestly says it was written by Claude Code—a plus. It's a ready toy for web audio experimenters, but web synths are plentiful and it still lacks sound examples and latency data to prove usability. #Audio#Web Frontend#Plugins

    AURORA 極光 — a hybrid synthesizer that runs in the browser (VA, wavetable, FM, physical modelling), built with Claude Code. Zero dependencies.

    pixbvrJavaScript★19

  • B termablo A Diablo-style roguelike in the terminal from the author of fx and sampler, explained in one sentence and playable out of the box. Good for a ten-minute break at the command line; content depth is limited, so don't expect long-term investment. #Games#Terminal#CLI

    A Diablo-like terminal roguelike

    antonmedvGo★24

  • B squidbrake Adds brakes to AI coding agents: tool calls pass rules first, high-risk actions wait for confirmation, and verifiable audit logs are kept, integrating with Claude Code and any MCP app. More pragmatic than most agent frameworks, but with few stars, you'll have to test whether the rule engine works well. #AI Agents#MCP#App Security

    Brakes for your AI agents: every tool call is checked against your rules, held for human approval when risky, and recorded in a tamper-evident audit trail. Works with Claude Code and any MCP app.

    batrapulkitPython★9

  • B skillscout Scans which skills local coding agents have loaded, which agents can use them, and how many times you've actually used them. When agent skills pile up messily, an inventory tool is genuinely needed, and the angle is small and precise; but it only covers a specific agent ecosystem, and the Swift implementation limits cross-platform use, so worth noting but no rush to install. #AI Agents#Agent Skills#Observability#macOS

    Find the skills your coding agents load, see which agents can use each one, and count how often you use them

    flaviocopesSwift★16

  • B aceHub A headless AceStream engine on Android TV with LAN streaming relay, emphasizing zero transcoding and low first-packet latency. There's some engineering cleverness, but the AceStream ecosystem is heavily used for pirated sports, which discounts its usefulness; observe first. #Streaming#Android#Networking#Self-Hosted#acestream

    High-Performance Headless AceStream Hub & Universal LAN Stream Proxy for Android TV (Port 8000, 0 Transcode, TTFB < 50ms)

    hongson117Kotlin★13

  • B agentcap Using eBPF to export AI agent process behavior—tool calls, domains, ports, files, CPU, and network—as Prometheus metrics with Grafana dashboards. Agent observability is just emerging and this angle is concrete; the barrier is needing root and kernel support, so check the overhead first. #Observability#AI Agents#Monitoring#Network Security#ebpf

    eBPF Prometheus exporter for AI-agent activity — per-agent tools, domains, ports, files, CPU & network — with a Grafana dashboard. A yeet service.

    yeet-srcPython★10

  • B omalogi A Logitech mouse control panel for the Omarchy desktop, with adjustable DPI, gestures, buttons, and scroll wheel. The positioning is clear and the description honest, but it does not explain how it differs from Solaar or libratbag, so only Omarchy users with Logitech mice can use it. #Linux#Hardware#UI Design

    Logitech mouse controls for Omarchy: configure DPI, gestures, buttons, and scroll wheels through a native desktop panel.

    AlejandroFloresArroyoPython★18

  • B ComfyUI-Gaoshang-Pose A multi-person posing editor for ComfyUI supporting 1-9 person layouts, colored numbering, and turn controls, with output that feeds directly into Qwen Image. It saves effort for multi-person compositions, but several OpenPose editor plugins already exist, so the difference is mainly convenience. #Image Generation#Plugins#AI

    Noble Pose Editor: independent posing for 1–9 people in ComfyUI, 9-image input, color-coded numbering, stance and turn controls, adapted for Qwen Image 2.1.

    GStaaaaaJavaScript★10

  • B listing-to-3d A Codex skill that reconstructs property listings into 3D scenes you can walk through along the floor plan, far more focused than generic 3D generation. But it depends on the Codex environment and results are unverified; for now it's more a concept demo—worth seeing the idea rather than using directly. #AI Agents#Agent Skills#3D#Image Generation

    Codex skill for reconstructing real-estate listings as plan-based, walkable 3D scenes.

    aek15Python★13

  • B treebeard A horizontal tree-style file browser TUI written in Rust/ratatui, with a fixed selected row, mtime-colored hot zones, and spring animations. The implementation is measured and the description doesn't oversell, but it's yet another file browser; unless you specifically want a horizontal layout, yazi and ranger suffice. #CLI#Terminal#Productivity

    tb: horizontal tree file browser TUI (Rust/ratatui) — fixed selection line, recursive-mtime heat colors, spring animation

    freakinfrickRust★12

  • B SentinelToXDR Batch-converts Microsoft Sentinel analytics rules into Defender XDR custom detections, with a clear target user: security ops teams migrating platforms. The scope is restrained and the description accurate, saving manual work; the limitation is that it serves only Microsoft's product line, so the audience is very narrow. #Network Security#App Security#Automation#SDKs

    Assess, convert and deploy Microsoft Sentinel analytics rules as Defender XDR custom detections

    pkhabaziPowerShell★12

  • B certificacion-core A PHP e-invoicing library for Chile's SII that splits signing, CAF stamping, and invoicing into clear steps, with an understated description and a clear scope. Teams doing local compliance can save real work, but the scenario is very narrow, basically limited to Chilean developers. #Fintech#Documents#SDKs

    Boleta Electrónica SII Chile: firma, timbre CAF y emisión (PHP)

    WinexnixPHP★9

  • B vmxodus Migrates VMware VMs to Proxmox VE over shared NFS without copying disks, shortening downtime. The pain point is real and the script is small and focused, suited to self-hosted virtualization users; but it covers only one migration path, and you'll have to verify documentation depth and recoverability yourself. #DevOps#Self-Hosted#Linux#proxmox#vmware

    Migrate VMware VMs to Proxmox VE with minimal downtime via a shared NFS share, no disk copy

    luka0x73Shell★8

  • B simdutf-swift Swift bindings for simdutf providing SIMD-accelerated Unicode validation, conversion and Base64, with SwiftPM traits controlling compilation. The engineering is tidy and useful for Swift projects handling lots of text, but it's essentially a binding layer with limited novelty. #SDKs#Performance#iOS#macOS#simdutf

    Swift bindings for simdutf: SIMD-accelerated Unicode validation, conversion, and Base64 with configurable SwiftPM traits.

    margeloSwift★14

  • B KytyPS5 An experimental branch of KytyPS5 merging shader and rendering fixes with a Windows build provided. It is a ready convenience for those wanting to try PS5 games, but it is a derivative package of someone else's emulator project, with limited innovation and maintenance. #Games#Reverse Engineering#Windows

    Experimental KytyPS5 U59 with merged shader and renderer fixes; complete sanitized main history and Windows releases.

    JetskuC++★23

  • B quarry A TUF-based image distribution protocol that calls itself 'simple to the point of stupid,' with a narrow scope and an understated description. It's just very early: no client integration examples, and no visible difference from existing registry approaches—worth noting for now. #DevOps#App Security#Build

    A TUF-based "dumb as rocks" image distribution protocol.

    amutable-systemsGo★10

  • B DrWalls Uses ESP32 Wi-Fi CSI for through-wall motion sensing without cameras, with low hardware cost, suitable for privacy-friendly home sensing prototypes. However, CSI human sensing has many similar projects, and this one gives no accuracy or false-positive data. #IoT#Embedded#Privacy#Hardware

    Wi-Fi CSI motion detection using ESP32 — no camera or additional sensors required.

    drmakerrC★9

  • B superbrainstorming Extracts the "brainstorm with the agent first, confirm the design before acting" step from Superpowers into a standalone process for frontier models. The idea is solid, but the core is a copyable prompt/skill convention that could easily be buried by similar agent workflow repositories. #AI Agents#Agent Skills#Prompting#LLMs

    Brainstorm the design with your coding agent, approve it, and it builds. The brainstorming step from Superpowers, for frontier models.

    harrymunroJavaScript★19

  • B master-chef A native port of Halo: Combat Evolved to Apple Vision Pro, requiring your own Halo PC license and Apple signing. Technically an interesting modding job, but the audience is capped by hardware and it's clearly experimental, suited only to a very few tinkerers. #Game Porting#Games#Reverse Engineering#halo

    Unofficial native Halo: Combat Evolved for Apple Vision Pro. Immersive panorama, controller support, and visual mods. Experimental; requires Halo PC registration and Apple signing.

    mitchaietC★11

  • B in-other-words A Chrome extension that strikes through long-winded LinkedIn posts, leaving only a one-sentence 'real meaning.' The expression is restrained and the focus single-pointed, making it a fun little tool; but its value is mostly in social media reading experience, with limited help for development work. #Browser Extensions#Social#Productivity#linkedin

    LinkedIn posts in plain English. A Chrome extension that crosses out verbose posts and writes the one sentence they're actually saying.

    og2701JavaScript★24

  • B MugglesWand An ESP32-S3 plus TinyML gesture wand with hardware, firmware, and training pipeline all open source, triggering effects with a wave. It's a complete example for TinyML hardware beginners; similar ESP32 gesture projects are common, and its strength is providing both software and hardware, though it lacks recognition-rate data. #Embedded#IoT#Hardware#ML Research

    A magic wand based on ESP32-S3 + TinyML. Wave the wand to trigger magical effects, with gesture recognition, low-power standby, and personalized model training; both software and hardware are fully op…

    zou-shuiHTML★24

COrdinary65
  • C kantor-agent A 3D visualization of how Claude Code and sub-agents collaborate, a developer observation tool; 92 stars in 1.9 days is mediocre growth. Monetization is weak and it looks more like a personal project, with the risk that many similar agent visualization and monitoring dashboards exist, making it hard to become a depended-on standard component. #AI Agents#3D#Plugins#claude-code

    Kantor Agent: kantor 3D tanpa konfigurasi yang menampilkan Claude Code & subagent-nya bekerja (plugin Claude Code)

    humaedihumeJavaScript★92

  • C CHOMPI A full open-source sampler with hardware, production files and firmware for the DIY electronic-instrument community; 81 stars in 3 days is natural growth in a niche community. Kits or PCBs could be sold, but scale is limited, and the risk is a tiny audience plus high supply-chain and firmware-maintenance costs, making it hard to become a standard dependency. #Hardware#Audio

    All of the production files, hardware and firmware, that make up the CHOMPI Sampler.

    CHOMPI-ClubC++★81

  • C Cine-wall Turns two or three Windows laptops into a synchronized ultrawide video wall playing the same DRM-free film over the LAN. The idea is concrete and dependency-free, but multi-screen synchronized playback already has many solutions, and words like perfect and powerful in the description feel a bit inflated. #Video#Streaming#Windows

    CineWall transforms 2-3 Windows laptops into a synchronized ultra-wide video wall. Stream one movie across multiple screens with automatic sync, shared controls, and zero dependencies. Perfect for hom…

    AryanETHJavaScript★8

  • C Widgets-Disk A small file panel built on Cloudflare Workers, specifically hosting module collections for players like Forward and Rex. The stated purpose is honest, but it is essentially a distribution mirror for a specific gray-market player ecosystem, with very little general applicability. #Self-Hosted#Downloaders#cloudflare

    A small online file storage panel deployed on Cloudflare Workers. You can use it to store Forward/Rex/Capyplayer modules and module collections, or to store some small files.

    MakkaPakka518JavaScript★28

  • C ps5-portal-high-bitrate Pushes PS5 streaming bitrate limits to 65–200 Mbps on macOS, with English and Turkish steps and an honest experimental label. Useful for those unhappy with Portal image quality, but it's essentially config edits that may break after a system update. #Streaming#Games#macOS

    Experimental 65/100/200 Mbps bitrate targets for PS5 Remote Play on PlayStation Portal via macOS. No jailbreak. English + Türkçe guides.

    atamericPython★11

  • C GTALCS-psvita-port Ports GTA: Liberty City Stories to PS Vita, with installation instructions, source code, and a VPK. Attractive to the handheld porting community, but distributing packaged VPKs easily slides into copyright gray areas, and gameplay is limited to those who already own the game, so observe first. #Game Porting#Reverse Engineering#Games#gta-liberty-city-stories#ps-vita

    GTA: Liberty City Stories for PS Vita. Installation guide, source code and VPK releases.

    fauxrougeeC++★10

  • C personal-finance-tracker Local-first personal finance: CSV/OFX and SimpleFIN import, rules, budgets, safe-to-spend amounts, and net worth forecasts, built with Next.js + SQLite. The documentation is clear and it runs directly, but open-source personal finance is extremely crowded, with Actual and Firefly III already covering similar needs. #Fintech#Self-Hosted#Data Analysis#simplefin

    Local-first personal finance tracker: CSV/OFX + SimpleFIN import, rules, budgets, safe-to-spend, net worth, forecasts. Next.js + SQLite.

    gillespiejamesonTypeScript★23

  • C ViewportStencil Renders models inside Roblox surfaces with ViewportFrame to achieve ground cracks, holes and portals, solving a specific rendering trick; 49 stars in 1.3 days is a niche plugin. The audience is limited to Roblox developers, and the risk is frequent platform API changes, a very narrow market and limited payment space. #Game Dev#3D#Plugins

    Render models inside surfaces with ViewportFrames: ground cracks, holes and portals, without cutting anything.

    sebasvcxLua★49

  • C STEPQuant Paper code studying where quantization error arises in delta-rule recurrent state. The focus is sharp and there are clearly real experiments, but the repo is more like a paper appendix, lacking install instructions and reproduction scripts, so it is hard to use outside researchers in the same direction. #ML Research#LLMs#AI

    STEPQuant: When and Where Errors Matter in Delta-Rule Recurrent State Quantization

    Dreamer-TobyPython★29

  • C flux2-klein-alpha Adds an RGBA VAE and LoRA extraction/removal scripts to FLUX.2 Klein, with a Gradio demo and ai-toolkit patch, so the target is clear. It's a small alpha-stage patch, similar tools already exist, and it only helps people training FLUX. #AI#Image Generation#ML Research

    RGBA VAE + extract/remove LoRAs for FLUX.2 Klein: Gradio demo and ai-toolkit patch

    TR-MZPython★15

  • C etf-momentum-board An ETF slope momentum dashboard that ranks by 20-day log-regression slope weighted by R², with the method explained more clearly than most quant mini-tools. Suited to A-share players watching their own charts, but there's no backtest validation—it's essentially a personal visualization panel. #Data Analysis#Fintech#Web Frontend

    ETF slope momentum visualization dashboard | React 18 + TypeScript + Vite + FastAPI + SQLite. Slope from 20-day log-price weighted least squares regression, annualized and multiplied by weighted R² as…

    YaoBa-QuantPython★10

  • C FOREST An agent for long-horizon research that links hypotheses, experiments, conclusions and figures in an editable evidence graph. The inspectable, branchable graph structure is more honest than similar 'AI scientist' projects, but the promise of automatically writing full papers is too big and needs evidence. #AI Agents#ML Research#Science#LLMs

    FOREST is a research agent for long-horizon science, where evidence gets lost, errors compound, and goals drift. It explores ideas, reads literature, forms hypotheses, runs real experiments, analyzes …

    mikamikasukiPython★16

  • C json-toolkit A desktop and CLI tool for local JSON validation, formatting and diffing, a basic necessity but a very mature problem; jq, VS Code and online tools already cover it fully. 64 stars is modest momentum, and it lacks differentiation and a payment point, making it hard to become a depended-on standard component. #CLI

    Validate, format, minify, and compare JSON with a clean desktop interface or CLI. Built with Python, featuring syntax highlighting and helpful error messages. Fully local—no uploads or third-party dep…

    ralf1qdevPython★64

  • C Mercenaries-Recompiled A recompilation project for Mercenaries: Playground of Destruction, part of the old-game recompilation wave of the past two years. The direction is right, but the repo has no runnable output or progress notes yet, so its value must wait until build scripts land. #Games#Game Porting#Reverse Engineering

    A recompilation project for Mercenaries: Playground of Destruction

    KraftMacAndCheeC★26

  • C Muse-Chat-MCP Wraps Meta Muse as an MCP service and OpenAI-compatible interface by driving a logged-in Chrome. Bypassing the official API is practical but fragile, and it may break if the frontend changes or risk controls tighten. #MCP#LLMs#Automation

    MCP server + OpenAI-compatible shim to use Meta Muse (muse.ai, Hatch) by driving the real logged-in Chrome.

    duclm1x1JavaScript★12

  • C github-quick-jump A browser extension that jumps from a GitHub repo page to six third-party services like GitDiagram, DeepWiki and Gitingest, with custom URL support. The need is real but the tool is thin, essentially a bookmark collection you could replicate with your own Greasemonkey script. #Browser Extensions#Productivity#Plugins#github

    Chrome/Edge extension: one-click jump from GitHub repository pages to 6 third-party services such as GitDiagram, DeepWiki, and Gitingest, with support for custom jump URLs

    jiajin182JavaScript★12

  • C autumn-recruitment A collection of algorithm-job interview solutions, written tests and interview notes for Chinese job seekers; the 57 stars in 7 days is seasonal traffic. Monetization can only come from courses or community conversion, and the risk is perishable content, no technical moat, and many similar repos, so it is hard to build a long-term asset. #Learning#Jobs

    Autumn recruitment preparation for algorithm position. Contains categorized LeetCode solutions, enterprise written exam codes, interview experience and CS fundamentals notes including CN, OS and DB.

    Akun-pythonJupyter Notebook★57

  • C ai-agent-for-pc A local Windows agent that runs from a single exe with zero configuration; 50 stars in 0.2 days, but the positioning is generic and highly similar to Ollama plus an off-the-shelf UI. It lacks differentiation and retention hooks, has no clear monetization path, and is unlikely to become a standard dependency. #AI Agents#Windows

    A simple Windows AI agent that runs locally with a single .exe file. No command line or complex setup required.

    VoltEmperorChaosLanguage unknown★50

  • C sleepribbon.koplugin A sleep-screen banner plugin for KOReader, written in Lua, doing one thing: replacing the default sleep image with a customizable info bar. The naming and scope are honest, but it only affects one screen for e-reader users—a very narrow audience. #Plugins#Linux#Productivity

    Minimal, customizable sleep-screen banner plugin for KOReader.

    araponga321Lua★10

  • C telegram-media-downloader A native macOS tool for backing up images, videos, audio, and documents from Telegram channels, addressing a real need. But similar downloaders are everywhere, and it doesn't mention rate limiting, resume support, or login security, so it's hard to say it beats existing options. #Downloaders#macOS#Video

    Native Mac Telegram channel downloader, one-click backup of images/videos/audio/documents

    designfuchenPython★11

  • C iOS-Carrier-Switch A small tool for switching carrier profiles on iPhone SIM and eSIM from macOS and Windows, a rare angle. But the description is a single Russian sentence with no mention of jailbreak requirements or supported carriers, so usability is doubtful. #iOS#macOS#Reverse Engineering

    An app for macOS and Windows: choose the carrier profile for iPhone SIM and eSIM.

    dorian6996Language unknown★15

  • C Generic-EMT-Modeling-of-Data-Center-Load Electromagnetic transient simulation models for power system research, splitting data center loads and centralized UPS into modular components. It's practical material for grad students doing grid stability analysis, but the audience is very narrow and there's no getting-started guide, so it reads like paper companion code. #Science#Data Analysis#Hardware

    This project develops a modular EMT simulation model of data center loads supplied by a centralized UPS for power system studies. The model is suitable for studying control interactions among power el…

    xingyuz-phdLanguage unknown★16

  • C omarchy-dynamic-island Brings Dynamic Island to the Omarchy top bar, aggregating music, notifications, timers, and calendar. It is a QML widget and similar recreations are already plentiful; a nice bonus for Omarchy users, but hardly a new problem or a new solution. #Linux#UI Design#Animation

    An Apple-style Dynamic Island for Omarchy: music, notifications, timers, calendar, system popups and live activities in a notch at the top of the screen, in your theme's colors.

    Arjun010011QML★8

  • C dsh-piggy Puts a QQ Pet-style virtual pet into DeepSeek Harness that grows from your real workload and will work, travel, and get sick. The concept is coherent and clearly made with care, but it is closer to a meme toy with limited practical value, readable in ten minutes. #Games#Plugins#AI

    🐖 A pig living inside DeepSeek Harness: it grows by eating your real work, and it learns, works, travels, and gets sick. Gameplay replicates QQ Pet (Nostalgia Server v1.2.4)

    CLICGGER-TYPESJavaScript★9

  • C dubly-AI A Chrome extension using Gemini to provide real-time AI dubbing and translation for web videos and livestreams. The direction is practical, but similar real-time translation plugins are already numerous, the repo name borrows from an existing product, and the keyword-stuffed description reveals nothing about actual latency or voice quality. #Speech#AI#Browser Extensions

    Real-Time AI Dubbing & Youtube, Live Translation for Videos, Live Streams & Games Dubly AI is a Chrome extension for real-time AI voice dubbing and live translation of online videos, live streams, str…

    Dubly-AI-GeminiJavaScript★17

  • C opendots A persistent personal agent explicitly benchmarked against OpenAI Dots, emphasizing selectable models and running on the OpenComputer serverless environment. The direction is interesting, but the description stays at the vision level without deployment steps or capability boundaries, so it can't be installed now. #AI Agents#Open-Source Alternatives#Self-Hosted#dots

    An always-on personal agent you own, on the model you choose. A model-agnostic alternative to OpenAI's Dots, built on OpenComputer Serverless Agents.

    diggerhqTypeScript★11

  • C vitalaize Displays Claude Code and Codex sessions plus GitHub build status on a screen mounted on the wall. The idea is charming, but the same thing could be assembled from an existing dashboard plus APIs, and the Elixir implementation serves only a few. #AI Agents#Observability#DevOps#claude-code

    A wall screen for Claude Code and Codex sessions and your GitHub builds

    kyrocoElixir★10

  • C pggo One-line positioning: a lightweight Postgres driver for agents, and that's it. No way to tell how it differs from pgx or lib/pq, and no benchmarks or usage examples; the idea has room, but for now it's just a direction, not something you can install and use. #Databases#AI Agents#SDKs#Performance

    tiny, fast Postgres driver for agents.

    pgrundevGo★9

  • C Orbis A native Android AI client that packs chat companionship, co-reading, turtle soup games, group chat, and phone tools into one app. The feature list is long with no visible trade-offs and no clear edge over existing clients, and trying it requires compiling it yourself. #LLMs#Android#AI

    Orbis · native Android AI client: chat and companionship, local back garden, library co-reading, turtle soup, group chat, and optional phone tools. Can be used locally or connected to a self-hosted se…

    AZHi-xinxinKotlin★14

  • C RetroMul An extensible multi-system emulator shell written in Delphi FMX, focused on plugin-based extension. The rare technology choice is interesting, but the emulator ecosystem is already crowded, and the repo does not say which systems are supported or how complete it is. #Games#Windows#Plugins

    A extendable multi-emulator written by Delphi FMX

    HemulGMPascal★8

  • C HushThreads A Morphe patch set for Threads Android version 449 that removes ads and cleans share links; the version number and patch count are specific, which is restrained. The cost is being tied to one app version, so it breaks on any client update and only matters to Android tinkerers. #Android#Privacy#Reverse Engineering

    HushThreads v0.0.2: Morphe patches that take the ads out of your Threads feed and clean the links you share. 6 patches for Threads 449.0.0.54.82.

    SysAdminDocJava★14

  • C agent-friendly-smart-contract-audit-findings Organizes smart contract audit findings into a Markdown dataset with structured metadata for agent retrieval. The idea is reasonable, but it's essentially data curation whose quality depends on sample sources and annotation standards, which the repo doesn't explain. #App Security#AI Agents#Blockchain#Data Analysis

    Agent-friendly smart-contract audit findings dataset with searchable Markdown records and structured metadata.

    nikolov9996Language unknown★10

  • C digital-product-kit Sells digital goods with one command: set up a store, connect Stripe, even buy the domain for you. The idea is concrete, but it automates real spending and account permissions with no mention of failure handling; versus ready options like Gumroad and Lemon Squeezy, the risk-reward is unclear. #E-commerce#Fintech#Automation#CLI

    Sell a digital product on your own domain with Stripe, in one command. Buys the domain too.

    samalgrowPython★9

  • C website-playbook A methodology handbook for building websites with AI, covering everything from reading reference source code to acceptance and maintenance. It is a tutorial-notes content repo with nothing runnable, and since similar public writing is already plentiful, the table of contents alone shows no distinct angle. #Learning#AI#Content Writing

    Site-building handbook: reusable methods for making websites with AI, from requirements and reference source code to acceptance and maintenance.

    7-anLanguage unknown★35

  • C FreeLinX Aims to build an independent GNU-free distribution: NetBSD userland, musl, LLVM, runit, and Openbox. The concept is distinctive, but the repo only has downloads and docs, with no build system or verifiable image pipeline, so it is far from usable. #Linux#Operating Systems#Build

    FreeLinX: an independent Linux distribution - NetBSD userland, musl, LLVM, runit, Openbox. No GNU. Downloads and docs.

    FreeLinXLanguage unknown★19

  • C c17-statusbar A libxposed status bar beautification module for OnePlus/OPPO SystemUI. The feature description is specific, but the audience is limited to the OnePlus modding scene, and such modules usually break with system updates, so long-term value is limited. #Android#Plugins#UI Design

    A libxposed status bar beautification module for OnePlus/Oplus SystemUI.

    SANWU5Java★8

  • C woof Claims a GPU-accelerated regional/hexagonal/global weather model, which if true would be solid work for meteorology and scientific computing; but the description is a single line with no data sources, weights, or run instructions, so it's unclear whether it's research code or a half-finished product. #Science#GPU#ML Research#Data Analysis

    Recast WOOF: GPU weather model (regional, hex and global)

    recastsystemsPython★12

  • C epub1t Converting EPUBs into 1-bit monochrome versions suited to e-ink screens, including image dithering, addresses a real niche need. But the 'high-performance pipeline' claim has no data or comparison samples behind it, and at 9 stars it looks like a personal script; wait for example images. #Documents#Images#Performance#CLI

    Automated high-performance ebook conversion & 1-bit monochrome EPUB optimization pipeline.

    trungtypo-pngPython★9

  • C EasyPPO Attempts to stabilize PPO in LLM post-training with a more stable critic. The problem is real and the angle specific, but the repo only links a paper with a suspicious-looking number and has no runnable code, so no conclusions can be verified at this stage. #ML Research#LLMs#AI

    Stabilizing PPO in LLM post-training via robust critic learning https://arxiv.org/pdf/2609.36802

    EasyPPOPython★11

  • C agentic-gpu-programming-for-mlsys GPU programming teaching material from MLC, but the repo has no description, so the title only suggests a course or book draft. It's a content repo whose value depends on continued maintenance; as a tool there's nothing directly usable. #AI#GPU#Learning#ML Research

    mlc-aiHTML★23

  • C caleb-video-editor A browser video editor whose author calls it one-shot generated slop—rare honesty, but also an admission that no design trade-offs were made. Web editing options are already numerous, and it needs to first explain why anyone should switch from their current tool. #Video Editing#Video#Web Frontend#AI

    This is a one-shotted slop that works!

    saeedvaziryTypeScript★25

  • C Deepseek-DSH-MCP A bridge service letting Codex or Claude call DSH through MCP. MCP adapter layers now appear by the dozens daily, the repo has only a one-line description, and it does not explain what DSH is or which tools are exposed, making its usefulness hard to assess. #MCP#LLMs#AI Agents

    Let your Codex or Claude call DSH directly

    Moer2831JavaScript★10

  • C 100-themes 100 themes and 200 backgrounds for Omarchy, from an author with reputation in dotfiles circles, ready to reskin after install. But it's a material collection, not a tool, with quality and maintenance relying on personal taste; the screenshots basically tell the whole story. #UI Design#Linux#Images

    100 themes for Omarchy, with 200 backgrounds

    bjarneoHTML★15

  • C da-brand-ip-skill Turns brand characters into reusable agent skills, claiming 124 styles and three design asset sets. It sounds more like a marketing material generator, lacking sample outputs and licensing notes, so design teams may hesitate to adopt it directly. #AI#Agent Skills#Image Generation#Marketing

    Create reusable brand characters with 124 styles, three design assets, and multilingual documentation.

    daaihqPython★19

  • C pomodoro-diabrete A Portuguese Pomodoro timer whose interface turns into a "devil" as an overtime reminder. The idea is fun as a small toy, but it's just a timer plus an easter egg with little transferable value for most developers; open-source Pomodoro timers are everywhere, so wait until the reminder mechanism is explained clearly. #Productivity#Health#UI Design

    O pomodoro que vira o capeta quando você trabalha demais.

    elen-c-salesPython★27

  • C deck-as-controller Zero description; the name suggests using a Steam Deck as a controller. 68 stars in 0.4 days doesn't match a repo with zero information—possibly community sharing or star farming—so usability can't be judged. #Games#Hardware#CLI#steam-deck

    jmedina21Python★68

  • C qiaomu-rss-dsh Reads RSS inside DeepSeek Harness and has native AI accompany you through articles. The positioning is clear, but it's tightly bound to a single host tool, so the audience is very narrow; RSS readers combined with AI summaries already have plenty of off-the-shelf options. #AI#LLMs#Productivity#rss

    Read RSS in DeepSeek Harness, with a native AI companion to read articles alongside you | RSS reading with native AI companion for DeepSeek Harness

    joeseesunJavaScript★9

  • C x-ambient When you hover over an image or video in the X timeline, it uses its dominant color to cast ambient light across the page. The effect is pleasing and presumably simple to implement, but it's purely a visual toy with no impact on work. #Browser Extensions#Images#UI Design#twitter

    Ambient light from hovered X timeline photos and videos, across the whole page.

    mmngaJavaScript★24

  • C outage-lab An offline simulator demonstrating which features still work when the network drops, DNS fails, or payments break is a nice teaching angle. But the repo is very new and the description is slogan-heavy with no clear way to run it, so it's more a demo page than a reusable tool. #Testing#Learning#Web Frontend#Automation

    See which app features survive when internet, DNS, login, payment and other outside services fail. Free, offline-first teaching simulator.

    wenslink-osJavaScript★8

  • C Galaxy-on-Fire-2-Unity-Remake Decompiles Galaxy on Fire 2 and remakes it in Unity. The effort is substantial and the direction respectable, but the project is just starting with no playable build and unclear asset copyright, offering nothing usable to anyone but fans of the original. #Games#Game Porting#Reverse Engineering

    A Galaxy on Fire 2 Decomp and Unity Remake

    JoppieToppieC★18

  • C Deepslate A vertically scaled, distributed multi-process server architecture for Minecraft, aimed squarely at the real bottleneck of single-threaded servers. But the repo has only a one-line positioning statement, no architecture diagram, protocol docs, or runnable server—so far just a manifesto. #Games#Game Dev#Networking

    Vertically scaled, distributed multi-process server architecture for Minecraft.

    PunkRecordzLanguage unknown★8

  • C StartLux-Decision Claims to return probabilities for each option on every question, with models from 0.8B to 27B. Sounds like a small decision-focused model, but the repo gives no weights, evals, or use cases—just a product-style statement, so it's unclear whether this is a model release or a slide deck. #LLMs#AI#SDKs

    Typed decision models from 0.8B to 27B. Every question comes back with a probability for each option.

    StartLuxLabsPython★13

  • C SocketChat A LAN chat tool with auto-discovery, implemented in Python, with clearly stated features. But it's practically an exercise from every networking course: no encryption, no new protocol ideas, and plenty of alternatives. #Networking#CLI#Productivity

    SocketChat is a tool that allows you to chat with other devices on your LAN. Furthermore, it is supported with an auto-discovery system that discovers other devices running SocketChat in your LAN.

    alhanshimPython★8

  • C dsh-libreoffice-kit A repository under the official DeepSeek organization, but the description clearly states it's an internal Harness component with no external usage or API documentation. Those wanting to integrate LibreOffice capabilities have no entry point yet and must wait for docs. #Documents#Plugins#AI

    An internal component used by DeepSeek Harness

    deepseek-aiJavaScript★14

  • C a-share-level2-mcp Wraps A-share Level-2 tick data into an MCP-callable pipeline, a very vertical cut, but it doesn't explain data sources or compliance, nor how extraction and storage are used. Possibly useful to quant researchers, but for now it looks more like a data-distribution shell. #MCP#Fintech#Data Analysis#AI Agents

    A-share historical Level-2 data: 10-level quotes, order-by-order entrusts, trade-by-trade executions, selective archive extraction and MCP-ready workflow.

    quant-stock-dataLanguage unknown★9

  • C etahen-13.60 An unofficial port of etaHEN to PS5 firmware 13.60, a real need in the console jailbreak scene. But it is fundamentally jailbreak work that circumvents platform protection, the code comes from others' projects, and only version adaptation was done here. #Jailbreak#Exploits#ps5

    Unofficial etaHEN 2.5B source port for PS5 13.60. Original etaHEN by LightningMods and contributors.

    GronedWaffelC★16

  • C AD-E2E-JEPA A research repo applying joint embedding predictive architecture to end-to-end autonomous driving. The title is informative, but the body is mostly placeholder with no code, data, or experimental setup, so for now it is only a topic lead. #ML Research#AI#Science

    AD-E2E-JEPA: A Joint-Embedding Predictive Architecture For End-to-End Autonomous Driving

    HaoranZhuExplorerLanguage unknown★20

  • C dsh-plugin-simple-pet A desktop pet plugin for DeepSeek Harness that also shows API balance and usage. The positioning is honest, but the value is mainly decorative—a fun item in the ecosystem from which readers can hardly take anything reusable. #Windows#Plugins#Productivity

    A Windows desktop pet for official DeepSeek API balance, usage, and animated reactions in DSH.

    YangShen-SWEPowerShell★12

  • C mcp-higgsfield-landing A restaurant landing page generated with Higgsfield MCP and Claude Code, demoing a video passing through the store interior on scroll. It looks good as a case study, but it's a finished personal showcase page, not a reusable template or tool. #MCP#AI#Web Frontend#Video#higgsfield

    Landing de Arko, restaurante nikkei de Barcelona: un paseo en vídeo por el local al hacer scroll, generado con Higgsfield MCP y Claude Code. Astro, GSAP, Lenis y Cloudflare Workers.

    midudevTypeScript★14

  • C claude-subagent-router Choosing a Claude Code model per subtask via a classifier picking Opus or Sonnet is a meaningful idea. But the description names nonexistent model versions and promises Sonnet will never run at full power, which is exaggerated and hard to verify, undercutting credibility. #AI Agents#LLMs#Agent Skills#Automation

    Claude Code sub-agents: an Opus 5.5 lead, Sonnet 5.5 or Opus 5.5 builders picked per sub-task by a Jev classifier, and a guard so Sonnet never runs at max effort.

    stas4000Python★8

  • C destroy-any-website A browser recreation of the multiplayer Destroy Any Website game, which the author labels a clone. It's mildly fun as a toy, but with no original mechanics and no explanation of server deployment, it's a practice project. #Games#Web Frontend#Animation

    Destroy Any Website game clone — play in browser, multiplayer

    ychisbestJavaScript★12

  • C JEV_sees Research code claiming to produce visual decisions in real time from RGB, video, and RGB-D cameras. The title is loud, but the description is vague and misspelled, with no clear task definition, dataset, or run instructions, so it currently looks like a pre-paper repo. #ML Research#AI#Images

    Eyes are All JEV Needs - real time visual devisions from RGB, video and RGB-D cameras.

    CharlesFeng0314Python★25

  • C EVO-WAM A research repo on world action models and video-action verification, containing only paper-style notes and a contact email, with no code or data. It is a topic lead for researchers in the field and offers nothing usable to anyone else. #ML Research#AI#Video

    EVO-WAM: Evolving World Action Models through Video-Action Verification. For implementation and experimental details, contact [email protected].

    Clausy9TeX★9

  • C ProsperoEden Claims to port the Eden emulator to PS5, nearing ninety stars in a day, but the README is one line with no principles, compatibility list, or build instructions. High-heat, low-information console projects are usually experiments or hype-chasing, so wait for a real demo. #Game Porting#Reverse Engineering#Games

    Experimental Eden port for PS5

    blackbearreloadedC++★93

  • C Adwair An icon theme blending WhiteSur's look with Adwaita's native feel. It's crafted carefully as an accessory, but it's derivative artwork with no technical content, and not very different from the two original themes. #UI Design#Linux#macOS

    A refined WhiteSur icon theme blending its polished look with the clean, native feel of Adwaita.

    kusaidaMeson★11

DSkip85
  • D world-execute-me-dsh-pv A TUI fan PV and chat window rendering Mili songs in code, more a creative demo than a usable tool; 165 stars in a day comes from IP and visual novelty. There is no clear monetization path beyond a portfolio piece and community sharing, and the risk is pure entertainment with no reusable value, so hype will fade with the IP cycle. #Animation#Terminal

    Code-rendered TUI fan PV for Mili world.execute(me); with a DeepSeek Harness-style chat window. MIT code; CC BY-NC-SA 4.0 artwork.

    MisakaZentaiPython★165

  • D powerk The description is a single sentence and only indicates it relates to Korean subscription-service management; the actual problem, technical approach and payment model cannot be judged, and 40 stars has no other supporting evidence. Information is severely insufficient, and if account sharing is involved there may be compliance risk, so it is not worth attention for now. #IoT#Android#Self-Hosted

    اتحكم في المشترك الكوري من جيبك

    ahmedtohamy1Kotlin★40

  • D Dlss-5-Medusa-Manager Claims to enable so-called DLSS 5 in multiple games with one click, essentially a game graphics toggle manager; 52 stars in 0.1 days is fast growth but the description is dubious, as no official public capability exists. There is no reliable commercial path, and the risk is exaggerated marketing, poor driver compatibility and possible cheating or ban controversy. #Games#GPU#Windows

    Medusa Dlss 5 Manager is an application that provides the ability to enable DLSS 5 in various games. DLSS 5 (Deep Learning Super Sampling) is NVIDIA’s latest technology, which marks a significant shif…

    max-silvaeng2096n4Language unknown★52

  • D Comma A self-described sessionless, tireless personal agent positioned against niche products like Muse and Dots. Beyond slogans it does not explain what it actually does or how to run it, and the Elixir implementation offers no onboarding path, so the vision far exceeds anything verifiable. #AI Agents#Open-Source Alternatives#Productivity

    The sessionless, relentless personal agent. Open source alternative to Muse, Dots, Instinct and Town.

    AFK-surfElixir★35

  • D Nuvio-Hub A Kodi interface imitating the Nuvio style, with collections, episode browsing, and continue watching. Kodi skins and aggregation frontends are already crowded, such projects often skirt gray areas of content sourcing, and the repo does not say where the data comes from. #Streaming#Video#Plugins

    Unofficial Nuvio-style Kodi interface with collections, episode browsing and Continue Watching. Community contributions welcome.

    MegaNexusMediaPlayerPython★13

  • D silver-tourism-digital-twin A semantic digital twin and 500-agent simulation for age-friendly research in historic districts; the topic is novel, but it looks more like a project demo: no data sources, run instructions, or conclusions. Developers wanting to reuse it get nothing runnable. #AI Agents#Science#3D

    Semantic digital twin and 500-agent simulation laboratory for age-friendly research in historic districts.

    Zhangweihui666JavaScript★13

  • D dsh-whale-sway A whale-tail swing animation for the DSH running indicator, driven by token rate. It's cute and small in code, but it's only a cosmetic plugin for one app, offering nothing beyond a smile. #Plugins#UI Design#Animation

    Token-rate-driven whale-tail sway for the DSH running indicator

    asdnmy123JavaScript★10

  • D Muse-desktop-pet A macOS desktop pet that also serves as system status monitor and text/voice input entry. It touches everything shallowly, with no point of differentiation from existing desktop assistants, and the README lacks installation details. #macOS#Productivity#Speech

    Muse desktop pet: native macOS status monitoring, text and voice input, multi-format reply receiving

    bayuewindJavaScript★10

  • D dotsci Calls itself "the reproducibility layer for DeSci," a single sentence of pure concepts with no explanation of what is reproduced or how to integrate. A vision-type repository where readers get nothing runnable, so wait until it lands. #Science#Blockchain#Data Analysis

    The replication layer for DeSci.

    dotsciPython★15

  • D jevaro The description is just "Jev + Arrow," so it's unclear what Jev is or what columnar data problem it addresses. Another repository is "reproducing Jev" at the same time, and both lack information, so hold off. #Databases#Data Analysis#Performance

    Jev + Arrow

    columnar-techPython★12

  • D OpenJev Claims to fully reproduce Jev, but doesn't say what Jev is, to what extent it's reproduced, or how to verify. Like the concurrent "Jev + Arrow" repository, it's vague, so check back when there are evaluations or papers. #Databases#Data Analysis#ML Research

    A comprehensive and open-source reproduction of Jev.

    ejhshenPython★13

  • D awesome-ai-motion A list of 637 AI video motion effects, with rendered clips and an agent skill. It's essentially a resource collection whose value lies in ongoing maintenance rather than code; such repositories gain stars fastest on launch day and are also abandoned most easily. #AI#Video#Animation

    637 motion techniques for AI video, infographics and scroll decks — rendered clips, recipes, routes and an agent skill (ko/en)

    gongnyangHTML★36

  • D LAN-Chat A simple LAN chat page that works by opening it in a browser to talk with devices on the same network. The idea is straightforward and low-barrier, but similar tools and ready-made solutions are plentiful, and the repo mentions no encryption, device discovery, or any other differentiator. #Networking#Collaboration#Web Frontend

    A simple LAN-based chat application for communicating with other devices on the same local network.

    ParazitnetworkplusHTML★9

  • D Comfyui-Qwen-Image-2.1-MultiAngle-T8 The README has no explanation; the repo name suggests a ComfyUI node for multi-angle image generation with Qwen-Image. No usage, no sample images, and no way to verify after installing—a typical empty-shell workflow repo. #AI#Image Generation#comfyui

    T8marsJavaScript★27

  • D HybridCUA A university lab repo with a blank README; the name suggests a hybrid Computer-Use Agent. No task definition, no eval data, no way to start it—research code can't be judged before documentation is released. #AI Agents#ML Research#Multimodal

    ZJU-REALPython★12

  • D REcall Another decision assistant stitching together web retrieval, memory, and an LLM, with procurement teams as a stated vision but no verifiable implementation details behind it. Comparable agents already abound, and with no memory design or evaluation method explained, its value is hard to judge. #AI Agents#LLMs#RAG#Productivity

    REcall is a memory-aware AI product comparison agent that combines live web research with Hindsight persistent memory to help business teams make better purchasing decisions.

    surya-3699TypeScript★20

  • D minimax-agent-automation A script that uses Playwright and disposable email addresses to bulk-register MiniMax Agent accounts, check in daily, and harvest JWTs and cookies. It is essentially an account farm for abusing free quotas, with no reusable engineering value, and we do not recommend anyone reference it. #Automation#Scams#LLMs

    Automated MiniMax Agent account signup + daily check-in + JWT/cookie harvester. Uses Zenvex disposable email and Playwright. | Automasi daftar akun MiniMax Agent, check-in harian, dan ambil token/cook…

    0xgetzPython★11

  • D ReWAM A repository from the hustvl research group with no description, so it's unclear whether it's paper code, data, or a tool. A research repo without a README has no entry point; wait for the authors to fill it in before judging. #ML Research#AI#LLMs

    hustvlLanguage unknown★9

  • D Minecraft-Dungeons-2-mod-manager Claims to be a mod manager for Minecraft Dungeons II that automatically pulls packages from Nexus and manages load order. That sequel does not exist, and the repo name closely resembles the batch of cheat tools, so it looks like a mass-generated project and cannot be taken seriously. #Games#Plugins#Windows

    MCD2 Mod Manager simplifies modding Minecraft Dungeons II. Auto-downloads mods from Nexus Mods, installs .pak files, manages load order, detects conflicts, and creates backups. One-click setup.

    ButterflyVoyagePython★11

  • D Antigravity-gsuite-to-9router 51 stars but a blank description; from the repo name it appears to be a script bridging Antigravity's GSuite quota to 9router. With no documentation on purpose or risks, it is a small tool for exploiting AI quotas, and should not be run without understanding how it works. #LLMs#APIs#Automation

    KutuyyyJavaScript★51

  • D Hero-siege-tool-menu An offline single-player save editor for Hero Siege, at least not affecting online fairness. But the description is one sentence with no interface screenshots or field explanations, and repositories in this batch share highly similar names, so credibility is low; treat it as noise. #Games#Game Cheats#Windows

    Offline / single-player save editor for Hero Siege.

    hannah3329Language unknown★11

  • D steam-frame-full-keyboard The name suggests a small C++ tool for full keyboard input on Steam Frame, but the description and README have no text, no screenshots, and no usage. It's unclear whether it solves soft-keyboard or key-mapping issues, so it can't be evaluated—skip for now. #Games#Hardware#Plugins

    TaiKeidC++★15

  • D awesome-steam-frame A Steam Frame compatible hardware and software list, still an awesome-style resource repo. Its value depends entirely on whether the maintainer keeps updating it; right now it looks more like a keyword-squatting placeholder. #Hardware#Games#Learning#steam-frame

    A curated list of steam frame compatible software/hardware

    kosantosbikLanguage unknown★25

  • D random-signal-agent An agent project for UESTC's random signals course, essentially coursework. Useful to classmates, but it has no generality for others and no maintenance expected. #Learning#AI#AI Agents

    UESTC Random Signals course agent project

    PatrickStar-cmdPython★11

  • D guoapp A Flutter clone of Hongguo-style short drama apps, with naming and features closely following an existing product. It doesn't mention where content comes from or whether it's licensed, and there's nothing technically new to learn, so don't spend time on it. #Video#Android#Streaming

    Zhenguojian/Hongguojian Flutter short drama app

    heijiji0527Dart★12

  • D tiller The author is a familiar face in the community, but the repo has no description at all, so it's impossible to tell what the Swift code does or who it's for. The stars seem aimed at the author rather than the project; wait for a README. #macOS#iOS#CLI

    sorryccSwift★21

  • D Portfolio A personal portfolio site with interactive demos and a contact form. It's personal practice and self-promotion; the interactions are clean but there's no reusable technical point, so it's basically useless to others. #Web Frontend#UI Design#Animation

    My personal portfolio website featuring interactive project demos, a dynamic contact form, and smooth UI/UX design.

    SoundwaveSysJavaScript★11

  • D svelte-native The name collides with the existing Svelte Native project, yet the repo doesn't say whether this is a rewrite, a fork, or a same-named new effort. With no description or usage, readers can't tell how it relates to the original, so it's not recommended for now. #Web Frontend#iOS#Android

    wobsorianoTypeScript★9

  • D wishtoken-desktop A desktop companion tool around Codex, discussing local accounts, BPS/native channels, and isolated startup with vague terminology; it's unclear whether this is normal multi-account management or quota circumvention. The compliance boundary isn't explained, so it's not recommended for now. #LLMs#CLI#Secrets

    WishToken desktop companion for Codex: local accounts, explicit BPS/native channels, isolated App/CLI launch and visual comparisons.

    xxx-holicGo★12

  • D windows-optimization Claims to speed up Windows with one click, but the description is only marketing slogans: it doesn't say what it changes, how to roll back, or what code or language it uses. Such optimization scripts are everywhere, and the README stays at the slogan level, so there's no reason to open it today. #Windows#Performance#Productivity

    Make Windows fast again. One click. Real results.

    SwarmNegotiatorLanguage unknown★26

  • D cxchanger The description is a Chinese phrase about multi-material printing for heat exchange ends, yet the repository language is JavaScript, so the finished form, target users, and how to run it are unclear. It looks like an experimental draft or mistaken upload, impossible to judge as usable, so skip it. #3D#Hardware#Build

    Low-cost preheating heat exchanger multi-material printing

    ers-yeJavaScript★16

  • D linkedin-messaging-menu A LinkedIn auto-friend and bulk outreach tool credited to DataScrapify, clearly a marketing lead-generation product posted to GitHub. It violates platform rules and looks like a mass-distributed promotional repository with limited technical substance. #Marketing#Social#Automation#linkedin

    LinkedIn Connection Request Sender by DataScrapify. Automate personalized LinkedIn connection requests, manage outreach campaigns, and streamline B2B networking.

    henrford-3399Language unknown★20

  • D opus-5-5-unified-gallery Claims to be an HTML showcase and animation collection spanning 118 themes and 122 demo versions. The name rides on a model version number, and the content is a stack of showable results rather than a tool, with no reusable method explained—a showcase repo. #Web Frontend#UI Design#Animation

    118 themes, 122 demo versions: a fusion of 100 HTML cases and 22 motion clip library entries

    jinhanbuildsJavaScript★8

  • D oil-ui The description is just one line: 'push AI's UI design capability to the limit,' with no interface, usage, or output examples. A typical vague-vision repo; even if there's content, there's no way to judge it—skip for now. #UI Design#AI#Web Frontend

    Push AI's UI design capabilities to the limit.

    oil-oilHTML★47

  • D pl-lean A Lean formalization repository with not a single line of explanation, so it's impossible to tell whether it's coursework, a tutorial, or a semantics formalization for some language. Formalization projects depend heavily on context; an empty description means zero information. #Science#Learning#lean

    informatica-unicaLean★9

  • D CONTROL-Resonant-mod-menu An in-game mod menu for CONTROL Resonant offering invincibility, damage tweaks, and resource farming. It is a single-player cheat tool with no technical documentation, matching the form of templated cheats, and not worth following. #Game Cheats#Games

    CONTROL Resonant Trainer is an in-game menu that gives you full control over your single-player experience. Toggle invincibility, adjust damage output, spawn resources, freeze enemies, and more — all …

    ChainNegotiatorManorLanguage unknown★21

  • D gild-contract A Solidity contract repo with a completely blank description, so it is unclear whether it is a token, a protocol, or a template. Without documentation its purpose cannot be judged and contract security cannot be assessed, so it is not worth the time. #Blockchain#Crypto#Fintech

    Gild-orgSolidity★26

  • D GXV-SMT-Divergences A trading-indicator repo with no description, apparently an SMT divergence signal from the name. There are no screenshots or parameter explanations, so it is impossible to tell whether it is a strategy script or a half-finished project, and the star count does not match the content. #Crypto#Fintech#Data Analysis

    Gregorius-XVLanguage unknown★8

  • D SaveRouter Both the description and README are empty, leaving only a model reuse organization name and an opaque repo name. It is impossible to tell what problem it solves, and the twenty-odd stars are unexplained, so it is not worth opening. #LLMs#AI#APIs

    LAMDA-Model-ReusePython★21

  • D Sqlaris-Studio The description is empty; the name suggests a SQL-related visualization tool. It doesn't say which databases are supported or how to connect, and completion can't be judged, so there's no basis for evaluation at this stage. #Databases#Web Frontend#Editors

    Shivam7414JavaScript★12

  • D elpis The description is just the repository name, so it's unclear what it does or who it's for. It gained 426 stars in two days with no verifiable content, more like numbers from sharing or star-farming, not a reason worth opening. #AI#LLMs#Web Frontend

    elpis

    fsiaonmaTypeScript★426

  • D ai-incident-response-agent There's no README, and the title's 'incident response agent' is one of the most crowded directions right now; 25 stars in 1.3 days looks like hype-chasing. With no architecture or integration details, it's not worth your time. #AI Agents#LLMs#Monitoring#DevOps

    sunny-crypto444Python★25

  • D minecraft-dungeons-2-trainer A trainer for a nonexistent game, offering one-click invincibility, unlimited gems, and gold. It is both a cheat repo and lacking any credible documentation, part of the same batch of mass-generated traffic-bait projects. #Game Cheats#Games#Windows

    Lightweight external trainer for Minecraft Dungeons II with one-click toggles for God Mode, Infinite Emeralds, Infinite Gold, Infinite Enchantment Points, No Artifact Cooldown, and Infinite Arrows. No…

    CracktruencoderPython★11

  • D DataArkClient Nothing beyond the phrase corpus ark platform: no indication of what it does, who it is for, or how to start it. It is a TypeScript frontend shell, and no value can be judged from it. #Data Analysis#APIs#Knowledge Base

    Corpus Ark Platform

    DataArkPlatformTypeScript★8

  • D osu-menu The description says "osu room management bot," yet the name is menu, highly similar to other template repositories in the same batch. It doesn't explain how it connects to osu services or what protocol it uses, so it's impossible to judge whether it actually works. #Games#Automation#Windows

    osu lobby managing bot

    haydmedina50Language unknown★10

  • D helpfile A shell script repo with no description at all. The name hints at help documentation, but it does not say what environment it targets or who it is for, so readers cannot judge whether they need it. #CLI#Documents#Learning

    LMIXRShell★12

  • D PUBG-DMA- The description is a string of underscores, and the name points to a DMA hardware cheat for PUBG. No technical explanation, and it's a cheat repo, so there's no reason to look. #Game Cheats#Scams#pubg

    ____________

    RobertOppenheimer0Language unknown★46

  • D mcd2-overlay Claims to be a 31-module cheat panel for Minecraft Dungeons II. That sequel doesn't exist, and the naming pattern matches the same batch of trainers—a mass-generated traffic repo with no usable content. #Game Cheats#Games#Scams

    31-module trainer/cheat for Minecraft Dungeons II — combat, emeralds, gear, exploration and endgame tools

    Slowanexcite85Language unknown★32

  • D ExringCheatLogs A game cheat-related repository that broke a hundred stars in a day yet has no description or instructions. It's part of the cheat chain, neither compliant nor offering any learnable technical content, so rule it out. #Game Cheats#Crack#Games

    dadatala90Language unknown★100

  • D uefi-woofer The repository name is the entire description, and the README doesn't explain what problem it solves or what firmware it runs on. UEFI projects need lots of context, and here there isn't even one sentence of purpose, so it can't be evaluated and isn't worth trying. #Embedded#Hardware#Operating Systems

    uefi-woofer

    ff0l1C++★10

  • D JustQuant The repo has no description; the name doesn't reveal whether it's a quant framework or a strategy collection, and there's no runnable entry point. 11 stars in a day-plus proves little; wait for more information before judging. #Fintech#Data Analysis#Benchmarks

    racoonykcLanguage unknown★11

  • D ai-voice-breath-kiss-water The repo has only a name and no description. Literally it looks like an AI voice/sound-effect asset collection, but it's unclear whether it's a tool or an asset pack, and there's no usage, so it can't be assessed. #Speech#Audio#AI

    sanqianzilanyueHTML★13

  • D bsuir-word-docs The name points to Word document processing at some university—a typical coursework-style personal script with no description and no audience, offering nothing transferable to readers of this list. #Documents#Learning#Automation

    sh4d0wwqPython★11

  • D zenit A Zig project with zero description. There's no telling whether it's a build tool, a game, or an experiment, and no entry-point information, so it can only be skipped. #Build#CLI#Performance

    version-nextZig★9

  • D ei It says only 'Embodied-Intelligence', with no task, platform, or code description. Embodied AI is a hot area, but an empty title gives no basis for any judgment. #Robotics#AI#ML Research

    Embodied-Intelligence

    wangsiya2459Language unknown★11

  • D Vynx.dev-PS4-PS5-Jailbreak A PlayStation jailbreak landing page that only lists supported firmware, with no explanation of the method and no brick-risk warning. It's a cracking repo of mixed reliability; such repos update frequently and have unclear origins, with no value for everyday development. #Jailbreak#Crack#Reverse Engineering

    PS4/PS5 Jailbreak for multiple firmwares

    VynxlyJavaScript★8

  • D framecolor A C++ repository with empty description and README, so it's unclear whether it does frame shading, color picking, or game rendering. Without explanation there's no basis for judgment, and readers needn't click. #Images#Video#3D

    beko-kerbecottonC++★8

  • D Indicators Empty description; the name suggests a collection of trading indicators. No platform notes, no usage, no formula sources, so traders can't verify correctness either. Not worth opening. #Fintech#Data Analysis#Crypto

    ict2023traderLanguage unknown★15

  • D -AI The repo name is just '-AI' with a blank description, so it's impossible to tell whether it's an app, notes, or an experiment. With no verifiable statement of purpose, this is one to skip outright. #AI#LLMs#Learning

    khalidllogicLanguage unknown★14

  • D jinjiancheng-articles A collection of WeChat public account articles, purely a content repo rather than a tool. Its 54 stars reflect the author's readership, not project quality; this kind of reposted content doesn't belong on the list. #Content Writing#Knowledge Base#Documents

    The complete collection of Jin Jiancheng's WeChat official account articles

    tomczhangLanguage unknown★54

  • D xkkgame A game box labeled "Original author: Ji Shuai kk (Douyin)," apparently repackaging and uploading someone else's finished product with no technical content or licensing notes. It's a mirror/repost with no reading value. #Games#Downloaders#Piracy

    xkkgame v1.0 game box, original author: 极帅kk (Douyin)

    feiyuaqLanguage unknown★19

  • D outlast-trials-menu The description is just one sentence, "the project is still rough, go easy on me," without even clarifying what tool it is; from the name it looks like some game menu. No documentation, no purpose statement, not worth opening. #Game Cheats#Games#Windows

    The project may be a bit raw, so don't judge it too harshly, thanks

    gward2433Language unknown★18

  • D dark-and-darker-menu A "menu" repository whose description is only a year and a game name, with no technical explanation. It shares a naming pattern with several similar repositories in the same batch, basically identifiable as cheat junk, not worth clicking. #Game Cheats#Games#Exploits

    Dark And Darker Menu 2026

    harrisone43Language unknown★20

  • D among-malum-newest Packages an Among Us cheat tool as an "enhancement tool to improve the gaming experience," using vague wording to avoid the word "cheat." Such phrasing is itself a minus, and the features benefit no normal player. #Game Cheats#Games#Windows

    Advanced and stable enhancement tool for Among Us. Designed for better gameplay experience with clean interface, useful features, high performance and regular updates.

    harrisonr90Language unknown★28

  • D tebox Only a repo name and a C language tag; the README doesn't say what it does or who it's for, so value can't be assessed. It got 16 stars in a day-plus but has nothing judgeable; wait for the author to add a description. #CLI#Debugging#Automation

    opencecsC★16

  • D dotfiles Personal dotfiles, a collection of shell configuration with no description. It's neither a tool nor a reusable config framework, just a personal backup, so no assessment is needed. #CLI#Terminal#Linux

    ysuzukicbitcojpShell★17

  • D Valorant-Scripts-Undetected-2026 Claims to be an undetected 2026 Valorant cheat with aimbot, wallhack, and instant kill. A typical traffic-bait repo with no verifiable code; installing it would only hand over your own machine. #Game Cheats#Scams#valorant

    This Valorant cheat enhances gameplay with smooth aim, enemy visibility, instant shooting, and guaranteed hits, providing players with a tactical edge without detection for an improved experience

    ClampBlackbirdAlterC++★13

  • D gemini-3-pro-image-preview-official-api-cn An ad repo for AI API resale: 307 models, priced per image and per second, with no code or docs. The same batch of accounts spread over a dozen language versions in two days—typical multi-repo exposure farming, so readers should skip it. #LLMs#APIs#Marketing

    AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up…

    apimartbvLanguage unknown★19

  • D gemini-3-pro-image-preview-official-api-fr A French mirror identical word-for-word to the same batch of repos, actually a landing page selling API relay. No implementation, no examples, just multilingual volume to farm stars—no value for inclusion. #LLMs#APIs#Marketing

    AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up…

    apimartbvLanguage unknown★18

  • D ai-api-relay-no-vpn-fr A promo repo for so-called 'VPN-free AI relay,' with a body that is almost entirely a price table and no explanation of any forwarding implementation. Batch-registered accounts launched it in sync—marketing star-farming, skip it. #LLMs#APIs#Marketing

    AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up…

    apimartby6kb1Language unknown★17

  • D ai-api-relay-no-vpn-ja The Japanese version of the same API relay ad, with content identical to the other language repos. It explains neither deployment nor keys and compliance—just a traffic page. #LLMs#APIs#Marketing

    AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up…

    apimartby6kb1Language unknown★19

  • D llm-api-proxy-no-vpn-fr Yet another mirror repo for an LLM API proxy, pitched on low price and no need for a VPN, with not a line of readable code. A dozen repos from the same batch appeared at once—clearly ranking manipulation. #LLMs#APIs#Marketing

    AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up…

    apimartc50wiwtLanguage unknown★16

  • D llm-api-proxy-no-vpn-ja A Japanese branch of the same template, still selling on model count and unit price. No protocol details, no sample calls—judged an ad repo from bulk deployment, not recommended to open. #LLMs#APIs#Marketing

    AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up…

    apimartc50wiwtLanguage unknown★15

  • D llm-api-gateway-pricing-fr A gateway ad repo titled 'Pricing,' full of token unit-price comparisons, with no gateway implementation or performance data. Duplicated across the same batch of repos—star-farming marketing. #LLMs#APIs#Marketing

    AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up…

    apimartcg4qbndsoLanguage unknown★17

  • D llm-api-gateway-pricing-ja A twin repo of the previous one, differing only in language, with the same price table. No code and no deployment instructions—only promotional material. #LLMs#APIs#Marketing

    AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up…

    apimartcg4qbndsoLanguage unknown★17

  • D kling-v3-api-cn A Chinese API resale page using the Kling name, actually describing a generic model aggregation service. It rides a hot name and duplicates the same batch of repos—an exposure-farming repo. #LLMs#APIs#Marketing

    AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up…

    apimartchmcgLanguage unknown★20

  • D kling-v3-api-fr The French version of the same resale page, with a description matching the other mirrors and no readable implementation. The multilingual bulk-repo approach is itself a star-farming signal. #LLMs#APIs#Marketing

    AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up…

    apimartchmcgLanguage unknown★15

  • D ai-api-gateway-2026-ko A Korean AI gateway ad repo that stuffs the year and 'gateway' into the title, with a body of nothing but quotes. No code, no API examples—no reference value. #LLMs#APIs#Marketing

    AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up…

    apimartcqLanguage unknown★8

  • D llm-api-gateway-free-tier-ja A Japanese promo repo using 'free quota' as a hook, actually still a landing page for the same batch of resale services. No code or docs—readers needn't spend time on it. #LLMs#APIs#Marketing

    AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up…

    apimartd9uqov94Language unknown★8

  • D deepseek-v4-pro-api-ko A Korean resale repo borrowing a DeepSeek model name for its title, with a body identical to the same batch. It's name-borrowing plus bulk deployment—not something to treat as a project. #LLMs#APIs#Marketing

    AI API gateway / relay: 307 models behind one OpenAI-compatible key. image2.5 $0.0085/image, Seedance 2.0 Mini $0.01056/sec, LLM from $0.0228/M tokens. USD settlement, pay-as-you-go, $1 minimum top-up…

    apimartdecg4Language unknown★8

  • D world-war-3-menu A cheat menu with ESP, aimbot, and no-recoil that explicitly claims to bypass EAC, full of emojis and marketing talk, and even says "servers are closed." It's neither trustworthy nor worth recommending, a typical game cheat repository. #Game Cheats#Anti-Cheat#Exploits#eac

    🎯 World War 3 Mod Menu 2026 — legacy WW3 for Windows 10/11. Player ESP with distance health, Skeleton ESP, Aimbot with bone selection, Silent Aim, Magic Bullet, No Recoil, God Mode, Infinite Ammo, Spe…

    griffinr-155Language unknown★10

  • D valorant-mod-menu A Valorant wallhack claiming an external overlay and "Vanguard safe." Such repositories are often mass-produced from the same template, and both authenticity and safety are highly suspect, offering readers no legitimate use. #Game Cheats#Anti-Cheat#Exploits#valorant

    See through walls in Valorant with colored enemy outlines, visibility alerts, and distance tracking — external overlay, Vanguard safe.

    hannah1849Language unknown★10

  • D wenslink-os.github.io An organization profile repo of static HTML pages, with no tool and no runnable code. It's presentational content and doesn't constitute an evaluable open-source project. #Web Frontend#Documents#Marketing

    The home of WENSLink open-source projects, experiments, and releases.

    wenslink-osHTML★8

  • D tongji-yangziyi A document organizing a campus incident, pure content with no code. However hot the topic, it isn't an open-source tool and doesn't belong on the list. #Content Writing#Documents#Social

    Tongji University Yang Ziyi incident summary report

    yadicloLanguage unknown★23

  • D ideas An empty repository with no description or README content, only the name "ideas." There's no information to judge by, and it's not worth a click. #Knowledge Base#Documents#Content Writing

    canada-strongLanguage unknown★9

Show HN 7

A

Show HN: Ledge.sh – Runnable Markdown Notes

Show HN

Embeds executable commands and SQL directly into Markdown notes, eliminating copy-paste between notes and the terminal; 74 points is the top HN heat in this batch, proving the pain is widely validated. Monetization can come from ledge-server team collaboration paid plans. The risk is many competitors like Obsidian and its plugins and various runnable-note tools, plus security concerns from executing arbitrary commands.

Hi HN, Ledge is a Markdown notebook that runs shell commands, code, SQL, etc from inside your own notes. I built Ledge because I spend much of my day copy/pasting commands from my notes into the termi…

#CLI#Terminal#Productivity

▲74

A

Show HN: I built a free Burp/Caido alternative but, zero setup - API Testing

Show HN

Solves the high barrier of initial Burp/Caido setup and APK traffic capture, with zero-config out-of-the-box use as the core selling point; 30 Show HN points show practitioner resonance but no breakout yet. Monetization can be pentest team subscriptions or SaaS. The risk is that Burp and Caido already own mindshare, security tool trust builds slowly, and single-person maintenance can't support enterprise features.

This is Katriel, the architect of the tool APIaxess. I have been API pentesting for a good time now, and starting with API pentesting was a bit of a rough patch. Specially the setting up and having to…

#App Security#APIs

▲30

A

Show HN: Strata – an expressive semantic layer that can say no to your LLM

Show HN

A semantic layer with strict naming and partition-aware routing lets LLMs reject wrong definitions, solving inconsistent metrics in self-service analytics and agent data retrieval; 18 points is low because it's a closed-source beta. It offers 25 free users plus enterprise subscriptions, directly against Looker and Cube. The risk is that closed source weakens spread and dbt Semantic Layer already occupies the ecosystem.

Hello HN, I'm Ajo and I built Strata. I spent 4 years at Netflix solving self service for non-technical business users. I think I cracked it with my unique approach to semantic layer design. The key c…

#Data Analysis#MCP#LLMs

▲18

B

Show HN: Parrot – Open-Source Smart Meeting Recorder with Co-Pilot on Mac

Show HN

Records Mac system audio locally and produces meeting summaries and answer suggestions, a privacy-focused meeting assistant with no account and full offline operation; 26 points shows real demand but a crowded field. A Pro local-model version or team subscription is possible, but the risk is mature competitors like Granola and MacWhisper and pressure from Apple's system-level meeting summaries.

Hello Hacker News I am Uygar, I am an entrepreneur from London. I run my businesses on calls everyday, customers, partners and suppliers. And i have a horrible memory i forgot things. So months ago wi…

#Speech#Audio#Productivity

▲26

B

Show HN: Token compression CLI to save Codex/Astra costs

Show HN

Trajectory-faithful compression of Codex tool output saves about 30% of input tokens and cache costs, hitting heavy agent users' hundreds-of-dollars-a-day bills; but only 7 points, as the community doubts the reliability of proxy-layer context truncation. The author has laid out an SDK and API commercialization path. The risk is native cache optimization by model vendors and a single-point CLI being easily absorbed.

Hey HN! Yolanda and Spencer here - wanted to share a token compression tool that we’ve built for ourselves to save 30% costs on codex! After maxing out sub and burning $700/day per person on api, we f…

#LLMs#AI Agents#CLI

▲7

B

Show HN: JBR-001 – An open-source 3D printable desktop robot

Show HN

An open-source 3D-printable desktop companion robot with structural parts, firmware and assembly instructions, aimed at home building; 121 points is the highest HN score in this batch, showing hardware DIY content spreads naturally. Kits or crowdfunding are possible but the ceiling is low, and the risk is the niche UNO Q platform with no software reuse or recurring payment.

We built a desktop companion robot that is powered by Arduino UNO Q. Project is open source: source code, 3D printable files and assembly instructions are available at Arduino Project Hub. Robot is eq…

#Robotics#Hardware

▲121

B

Show HN: Lathoa, a math app for kids where the AI is wrong on purpose

Show HN

Has AI deliberately make mistakes in problems for children to find, a new active-learning paradigm; 20 points recognizes the idea, but the author admits making models err on purpose is very hard and multilingual validation is unsolved. A subscription family-education app is possible, but the risk is doubtful learning outcomes, expensive K12 acquisition and quick copying by Duolingo-like products.

I made this for kids around 10 to 14. A robot called Errol solves a math problem step by step and one of the steps is wrong. The kid has to find it and say what's wrong with it. Sometimes nothing is w…

#Learning#AI

▲20

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