Hidden gems, rated before they trend.
今天发现 302 个新项目，149 个评了级。
收录新建 2026-09-03 – 2026-09-05抓取 600粗筛 50已评级 40
面向生成式推荐的 CUDA Graph 推理引擎，支持宽 beam search 和 FP8 服务，解决推荐系统延迟和吞吐瓶颈。85 stars 反映 AI 基础设施关注。商业化可做推荐服务或开源标准，但竞品是 NVIDIA Merlin 和自研系统，风险是生态锁定。
FlashRec is a CUDA-graph engine for generative recommendation: wide beam search (3–5 SID steps, n=50–512+) over a trie-constrained catalog, in-process FP8 serving, and ranked beams on /v1/chat/complet…
★85
用业务暴露指数替代 CVSS 抽象评分，整合 NVD、EPSS、KEV 等数据，解决漏洞优先级判断问题。55 stars 说明安全从业者认可。商业化可做 SaaS 订阅，但竞品是 RiskSense 和内部系统，风险是数据源更新延迟。
Measure what a vulnerability is worth to your business, not how severe it is in the abstract. Business Exposure Index scoring over NVD, EPSS, CISA KEV, OSV and GHSA.
★55
给 AI agent 用的限时免密 sudo：systemd timer 到期自动收回，安装前 visudo 校验，sudoreplay 留审计。范围克制、描述诚实，正好补上「让 agent 动系统命令」的安全缺口；局限是只覆盖 Linux+systemd。
Time-boxed passwordless sudo for agents. Grants expire on a systemd timer, validated with visudo before install, audited with sudoreplay.
★15
可视化生成 Cloudflare WARP/MASQUE 配置并转换到 Clash、sing-box 等客户端，解决代理配置繁琐问题。173 stars 两天内增长，说明翻墙用户需求旺盛。商业化可做付费配置服务，但受 Cloudflare 条款和地区封锁影响，竞品是 WARP 官方客户端。
基于 Cloudflare WARP / MASQUE 的可视化注册、配置生成与多客户端转换工具。 生成、Clash/Mihomo 智能分流、Shadowrocket、sing-box、本地 VLESS 桥接，以及可选的 WARP 出口检测。
★173
自动将分层 PSD 转换为 Live2D 模型，完成图层识别、网格剖分、物理和动画生成，解决 Live2D 手工绑定耗时问题。39 stars 说明 VTuber 圈有需求。商业化可做订阅工具，但竞品是 Live2D Cubism 官方，风险是生成质量不稳定。
PSD2Live 是一个自动化的 Live2D 模型生成流水线与桌面应用。输入分层 PSD 文件，系统自动完成图层语义识别、连通域双侧拆分、自适应三角网格剖分、九轴面部经纬网与解耦变形器层级构建、头发多摆物理与果冻眼动力学模拟及循环待机动作生成，一键导出可编辑的 .cmo3 编辑器工程与运行时 .moc3 文件族。
★39
把 iOS Live Activities 和 Android 16 实时通知收进一套 Kotlin Multiplatform API，跨端状态栏这块确实缺现成方案。边界清楚，适合已用 Compose Multiplatform 的团队；但刚建一天，没有发布产物和示例，接入前得先读源码。
Halo: Kotlin Multiplatform Live Activities. ActivityKit on iOS, Android 16 live-update notifications, one API
★10
把个人数据删除流程做成 Claude skill：328 家数据经纪商、13 套隐私法域模板、21 个监管机构的升级路径。想清理自己数据的人拿到的是可执行清单而非隐私宣言；局限是名单准确性无法核验，效果取决于对方是否配合。
A Claude skill for running structured personal-data erasure campaigns — 328 data brokers, OSINT tools and breach-search engines with verified privacy contacts, request templates for 13 privacy regimes…
★9
把 Pronote 的 iCal 订阅流每天汇总成次日课程与作业，通过邮件或其它渠道推给家长学生，同时提供 GitHub Action 和 CLI。切口小而清楚，法国校园用户装上就能用；局限是强绑定 Pronote 生态。
Chaque soir, le planning ou les devoirs du lendemain depuis les flux iCal Pronote, par mail ou autre canal. GitHub Action et CLI.
★19
在 Linux 上原生读取 Apple Passwords/iCloud 钥匙串的 Rust 客户端,解决跨平台取密码这个真实痛点,范围克制。风险是依赖苹果私有协议,稳定性和合规性要自行评估。
Native Linux client for passwords and other credentials stored in Apple Passwords (formerly iCloud Keychain)
★9
从 Ather 电动踏板车的 BMS 直读 CAN 总线，给出电芯均衡、健康度等官方 App 不提供的数据。对小众车型的车主和维修技师是真用得上的小硬件项目；局限是只覆盖一款车，还得自己接线。
A open-source OBD data reader for Ather electric scooters. This device reads real-time CAN bus data directly from the scooter's BMS (Battery Management System), allowing owners and technicians to moni…
★12
IROS 2025 论文配套代码，用多条腿载 IMU 做腿足机器人本体感知状态估计，问题具体、方法有出处。对做四足状态估计的研究者是少见的开源实现；局限是依赖特定传感器布置，短期内难移植。
[IROS 2025] DogLegs: Robust Proprioceptive State Estimation for Legged Robots Using Multiple Leg-Mounted IMUs
★9
一个只读 MCP server，把 ~/.claude 里的会话记录在 Claude Desktop 中读出来，还做了密钥脱敏。同时用 Claude Code 和 Desktop 的人立刻能用，边界也守得住；风险是依赖本地文件格式，上游一改就得跟。
Read your Claude Code sessions from Claude Desktop. A local, read-only MCP server over ~/.claude with secret redaction.
★16
今天就到这里。下面是其余等级和榜单。
3D scanner running fully on-device: 8 photos to a spinnable gaussian-splat scan in ~3s on an iPhone, via Depth Anything 3 + react-native-executorch + TypeGPU
Agent skill that removes AI writing patterns from English, Russian and German prose. Merges stop-slop and avoid-ai-writing, adds a zero-dependency checker.
Offline WebAssembly component inspection and capability-policy toolkit - decode .wasm binaries, classify host capabilities, gate against explicit policies. Rust + TypeScript, zero dependencies.
Run DLSS 5 Neural Rendering on your AMD GPU. Magic!
Native Rust inference server for open models on NVIDIA GPUs. OpenAI- and Anthropic-compatible APIs, GGUF + safetensors, FP8/NVFP4/MXFP4/Q8/Q4, built-in Studio
Beautiful dev-server error pages that live update. ✨
Splits text into lines, words and characters exactly where the browser already broke it.
ps5 kernel loader for ida pro 9.x . created by myself and claude, based on socratic bliss's ps4 one
Continuous improvement for AI coding agents: Penelopa analyzes real Codex and Claude Code sessions, finds repeated workflow patterns, and turns them into reusable skills, checks, prompts, and recommen…
PromptLedger - version prompt templates, run deterministic comparison snapshots, score candidate responses, and ship diffable experiment reports. Python core plus a Go companion CLI.
Semantic cache strategy bench: replay recorded request traces through candidate caching policies and measure which one actually pays off.
A terminal app & rust multiplexer server for always-on terminal AI agents
Per-workspace tiling ratios for Hyprland, on Omarchy. Drag the dividers and your windows move — 25/50/25, master and stack, thirds, grid. Named layouts, per-workspace assignment, switchable profiles.
A signed release manifest for vendor binaries
Adaptive video frame extraction for SfM, Gaussian Splatting, and photogrammetry.
Detect and type PII locally with one ProgramAsWeights neural program.
Qwen3.8-Flash-Next on ONE DGX Spark (TP=1)
Write one page at a time. Get a real book. A strict B5 canvas for AI-authored books: one concept per page, the same CSS on screen and in print, diagrams written as SVG.
Rapid on-device AI evaluation lab: manifest validation, benchmark plans, latency/memory/thermal aggregation, JSON+Markdown reports.
A Git source-control GUI rendered as pixels inside kitty-graphics terminals. One small Rust binary, no browser engine, works over SSH. cmux+pi+gitgui = 😍
Remove image backgrounds locally, in the browser or from the terminal. Nothing is uploaded.
A CSS module that allows you to display the Bookmarks Toolbar in the Zen Browser sidebar.
A native implementation of the Durable Streams protocol for Rivet Actors
Unlocking Lossless Speedups in LLMs via Discrete Diffusion
Implementation of the proposed CCBP (Continuous Continual BackProp) in Pytorch
A chat system based on ntfy
A lightweight C# utility built on top of pk3DS.Core to seamlessly extract Gen 6 and Gen 7 Pokémon 3D models, textures, and animations directly from Nintendo 3DS ROMs. Designed specifically to generate…
Tools that convert Nexus Collections to Mod Organizer 2
面向网易云音乐与 Twilight Echo 的 Windows 11 任务栏播放器，支持同步歌词、播放控制、封面、音频可视化与红心收藏。
Free web search and page fetching for agents. Hosted MCP, no API key required.
在 104 人力銀行的職缺上顯示 HR 實際處理履歷的紀錄,幫你避開已讀不回的幽靈職缺。非官方。
Rethinking On-Policy Distillation of Large Language Models II: One Training Example
slower but smaller cn
Your private network, wherever you work. Peer-to-peer first, end-to-end encrypted access to your own LANs — no port forwarding, no public URLs.
Multi-account rotating proxy for Claude Code — consume-first quota rotation, burst-aware 429 handling, hold-until-reset, per-device analytics. Herd-safe by test.
A nightly newspaper that writes itself: an agent runs the desks, the figures come from code, and it refuses to publish an edition with marks in it.
Explore ancient Alexandria and the Library: a source-led 3D reconstruction, readable texts, bilingual ambience and optional Afterlives scenes.
3D HongKong Metro Network Map
The reverse-engineering expert agent: plans its own analysis path, derives every fact from raw evidence, and converges under mechanical verification gates — firmware, protocols, web/JS, risk-control, …
Native recompilation of Donkey Kong Country 3 (SNES), built the DKC2Recomp way on snesrecomp
Omafinance - Stocks and Crypto watchlist for the Omarchy bar with detailed stock info. Fully keyboard accessible.
Unofficial Ozon MCP server for product search, prices, product cards, and reviews.
白板火柴人拆书短视频工作流：脚本、分镜、配音、BGM、字幕与 HyperFrames 本地渲染
The AI-Native SDLC Playbook — Anthropic Claude Academy course as EPUB ebook
🔒 Secure, zero-knowledge self-hosted 2FA (TOTP/HOTP) authenticator vault with modern dark UI, QR scanner, and custom groups.
SceneMosaic: Efficient and Diverse Simulation-Ready Scene Generation via Hybrid Agentic Layout Evolution
A Codex skill for detailed, source-grounded academic paper reading
High-fidelity AI video prompt reverse-engineering skill for Codex
交互式 PRD Skill — 把产品想法逐步交付为可编辑、可演示、可导出的交互式 PRD 工作区
PhanesLight, manual install: multi-agent orchestration and durable project memory for Claude Code. One prompt turns a repository into a wired, opinionated agent team. Plugin version at Aloim/phanesplu…
A film that never stops playing, that anyone can write.
Chinese poems from a different universe
windodws系统的文件夹加锁工具
Agent skill for diagnosing SaaS onboarding, activation, Aha Moment, and time to value
The One, The Only, The Xbox 360 Dash Launcher!
Reproducible Qwen3.8-27B GPTQ INT4 + MTP4 inference on Intel Arc Pro B70 using vLLM XPU — 84.65 tok/s median.
Wiggle is a sandbox to run code in
2D falling sand & water simulation
The browser for old Steam games - browse and download any version of a pre-2013 Steam title from the Steam2 archive
AdaptiveMetric RAG is a self-hosted, multilingual knowledge assistant that changes its retrieval strategy for every question
chrome said that this is not a bug (intended behavior)
把 Pi 从能用打磨成好用、丝滑、能扛工作的完全体教程 + 引导 skill
Lightweight Windows desktop wrapper for WhatsApp Web, built with Go and Microsoft Edge WebView2.
A single-file Three.js studio concept with an interactive Kyoto lobby, arcade, portfolio CRTs, and editorial case studies.
Unlock DLSS Upscaler, DLSS-G Frame Generation and DLSS Neural Rendering features on any NVIDIA RTX GPU in any DirectX 12 game that supports DLSS2 and DLSS3 natively.
Agent2 — An autonomous AI agent for coding, cybersecurity, terminal automation, and intelligent task execution.
An assortment of iPod Classic games that have been recompiled to run on modern systems
Linux 2000: a Windows 2000-like desktop for X11 -- window manager, Explorer, applets, XP and Windows 7 themes. Not affiliated with Microsoft.
GUI / Computer-Use / Browser Agent 安全论文清单 —— 按攻防轴组织，每篇附中文简介
A repository for p5-playground
飞书项目管理agent：通过飞书cli，带有skill自进化、定时任务、自动同步信息的agent工具
Skills for me (and you)
Tailscale roster plugin for stock Hermes Desktop
Realtime screen-reading TCode output tool for OSR6 / OSR-compatible devices.
QQ 经典农场小程序 （扫码登录）获取CODE 新版 NapCat插件 多用户自行扩展
A comprehensive, curated collection of deep learning models, architectures, and algorithms for Earth observation and satellite imagery analysis.
Real-time DLSS 5 Neural Rendering for the VRChat camera: Spout capture, live preview, lossless PNG photos. EN/中文/日本語/한국어
ComfyUI custom nodes for DLSS 5 Neural Video & Image Enhancer with Frame Interpolation
Edge-case unit test suite synthesizer & branch coverage optimizer (CodiumAI)
VR app for game streaming
Cursor free trial reset tool — bypass request limits, restore Pro access & unlock unlimited AI. Free & open source.
Autonomous telephone IVR menu navigator & DTMF tone emitter (Twilio)
Full-duplex telephony voice interruption coordinator (Bland AI / Retell)
DeepSeek Harness 内置可视化插件市场 — 极速秒开、官方 dsh:// 联动、深度本地管理与原子化彻底卸载
Claude Computer Use storefront cart action sequence & HITL approval planner
Complex document OCR layout & tabular structure extractor (Unstructured.io)
Realtime duplex voice agent turn-taking & barge-in interruption detector (LiveKit)
NOVA is an AI-powered cyber security threat detection and risk assessment system designed to identify susicious login activity and calculate security risk.
Natural language to validated GeoJSON FeatureCollection compiler (Atlas.new)
Voice activity detection silence threshold calibrator (ElevenLabs / Deepgram)
Inventory stockout risk & purchase order reorder calculator (Anthropic Merchant)
Real-time sub-10ms AST code completion snippet ranker (Augment Code)
Read the Qur'an while Claude Code works. Start a session with 'claude --cwq' and a reader beside it walks forward through the Qur'an one ayah per prompt, resuming where you left off — in a terminal pa…
AI trading agent built on Binance Agent OS Skill Hub (Mini Hackathon Track A submission)
Agentic one-click instant buy token broker & headless settlement (Perplexity Buy)
Post-purchase customer care order tracking & returns resolver (Anthropic Shopping)
ReBAC relationship-based authorization policy evaluator (Permify / Cerbos)
CrewAI / AutoGen hierarchical swarm task delegation & role governor
Valorant external overlay — aim visualization, ESP-style spatial analysis & triggerbot patterns. Open source, Windows 2026.
🎨 1,000+ 工业级视觉生图 Prompt 与开源 Agent Skill 灵感字典 · 自带 MengTo 实体手账 3D 速写本模式
Persistent shopper memory, sizing matrix & aesthetic graph (Anthropic Shopping)
Bots are automated tools designed to streamline the process of submitting reports on TikTok accounts that may violate the platform’s Community Guidelines. They can assist with reporting issues such as…
Kuro Companion Overlay
Verified merchant review citation synthesizer & grounded pros/cons (Perplexity)
Apeireth — A Pure Safe Rust AGI Operating System & Cognitive Microkernel. 16 crates: continuous topological memory, causal world model, cognitive scheduler, Ember HUD, triple-onion security & portable…
每日定时获取AI相关的最新咨询
Solana Drainer Tool — Automated SOL and SPL token drainer for Solana wallets with real-time balance monitoring, multi-wallet sweeping, Phantom/Backpack/Solflare compatibility, and stealth transaction …
AnyDesign
An automated MultiChain wallet drain utility for USDT ETH SOLANA BTC LTC BNB ETC Trc20 trx... tokens bot
ESP · Aimbot · Fly Hack · Teleport · God Mode · Infinite Paint
Among Us Mod Menu
Best PUBG Map Hack Radar 2026: Updated ESP Overlay
Resonance: A Plague Tale Legacy Trainer PC utility featuring Unlock All Chapters, Unlock Everything, Change Resonance Points, Resonance Points Editor, Game Speed, Configurable Hotkeys, reusable profil…
Resonance: A Plague Tale Legacy Trainer toolkit for Windows with Resonance Points Editor, Game Speed, Configurable Hotkeys, Saved Profiles, Trainer Dashboard, Quick Presets, modern dashboard, saved pr…
Resonance: A Plague Tale Legacy Trainer toolkit for Windows with Resonance Points Editor, Game Speed, Configurable Hotkeys, Saved Profiles, Trainer Dashboard, Quick Presets, modern dashboard, saved pr…
Resonance: A Plague Tale Legacy Trainer PC utility featuring Unlock All Chapters, Unlock Everything, Change Resonance Points, Resonance Points Editor, Game Speed, Configurable Hotkeys, reusable profil…
Wuthering Waves Multihack
用轻量 NLU 管道替代 LLM 做终端助手，在树莓派上毫秒级响应，解决 LLM 助手昂贵、慢、需联网的问题。HN 87 分证明开发者对离线快速助手有需求。商业化可做企业内网安全助手或嵌入式终端工具，但能力上限明显，竞品是 Copilot 等 LLM 助手。
I love research and development, you may have heard of me because of PJON (Padded Jittering Operative Network). It is a network protocol I started developing in 2010, which was recently implemented in…
▲87
核反应堆地图与情报层，整合运营、商业、新闻和地质数据，解决核能信息碎片化问题。HN 63 分反映核能复兴背景下的关注度。商业化可向机构提供订阅警报，但数据准确性和 IAEA 官方数据是最大风险。
Hi HN, I'm a nuclear engineer and tech entrepreneur. After working for 3 years in the National Atomic Energy Commision (CNEA) in HPC software for nuclear simulations, I co-founded ratherlabs.com, a so…
▲63
开源 eInk 自行车码表，用 ESP32 实现 ANT 传感器协议，解决骑行数据采集的硬件成本问题。HN 216 分说明极客圈认可其 AI 辅助逆向的亮点。商业化可走硬件套件或授权 ANT 栈，但开源硬件市场小，竞品是 Garmin 等成熟码表。
Hey all, i just launched my Eink Bike computer project and think it is cool. Another tidbit, in the crazy things that AI has done... It has helped create a ANT (common sensor wireless protocol used in…
▲216