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10.10 Today's Picks

348 new projects found today, 171 rated.

Created 2026-10-08 – 2026-10-10Fetched 600Filtered 50Rated 41

S · Look today

S

sqlite-multiwriter

sqliteaiC

Enables concurrent multi-threaded, multi-process writes to SQLite without modifying its source, directly addressing SQLite's long-standing single-writer pain point, with real value for embedded and multi-process services. The 5.7x figure is for a specific workload, so benchmark it yourself before adopting.

Concurrent SQLite writes across threads and processes without modifying SQLite. No forks, no schema changes, up to 5.7x faster writes.

#Databases#Performance#sqlite

★60

S

android-adb-control

robbinPython

Wraps ADB operations into an observe-act-verify loop as an Agent Skill for Pi, Codex, and Claude Code, more reliable than letting the model blindly tap the screen; the author has a long open-source record, and it reached 69 stars in just over a day. The limitation is that you still need your own device and ADB environment.

An Agent Skill for Android phone control via ADB: observe, act, and verify. For Pi, Codex, Claude Code, and OpenCode.

#AI Agents#Agent Skills#Android#Automation

★69

S

luobo-ppt

zhouwei713Python

Lets agents produce editable native PPT slides and beautify them, targeting the real problem that AI-generated slides can't be edited, immediately useful for anyone who presents daily. Layout quality still depends on templates, and it faces direct competition from tools like Gamma.

An Agent Skill for generating and beautifying editable native PPTs

#Agent Skills#AI#Presentations#Documents

★101

A · Worth watching

A

big-arrow-on-the-screen

franzenzenhoferSwift

Gives CLI agents visual feedback on the Mac screen by drawing arrows, boxes, and text, with a single command, click-through, and auto-dismiss, solving the communication gap where agents can only output text; 444 stars in two days plus 364 HN points is a strong dual-source signal. It could join the agent-skill ecosystem or offer a paid team collaboration version, with the risk of being subsumed by system-level annotation features.

Let your AI agents paint big arrows, boxes and text on your Mac screen. One CLI, click-through, gone by itself. Skill for Claude Code and Codex. MIT.

#AI Agents#Agent Skills#macOS#CLI

★444

A

AssemblyForNeovim

0xdeadf1shLua

Shows inline x64 and aarch64 assembly for C/C++/Rust inside Neovim, aimed at low-level developers who read compiler output daily. The scope is clear in one sentence with no hype, and 38 stars in half a day show people were waiting for it. Limits: only two instruction sets, and it must be wired into the build flow; closest to Compiler Explorer but wins by staying in the editor.

Small lua script that shows inline assembly in neovim (x64, aarch64) for C, C++, and Rust.

#Editors#Plugins#Debugging#Embedded

★38

A

FinderSearch

zeusinsightSwift

A native macOS file browser using fsearch for fast fuzzy filename search, hitting Finder's inaccurate search pain point and honestly disclosing its underlying dependency; nearly 200 stars in half a day shows real demand. Alternatives abound, so indexing performance on large directories is key.

A native macOS file browser with fast fuzzy filename search, powered by fsearch.

#macOS#Productivity#finder#fsearch

★197

A

open-appleremote

a-funkPython

It unlocks and parses touch and buttons on the original Siri Remote on Linux, with tvOS gestures and a virtual keyboard, in pure standard-library Python. HTPC remote users benefit directly; it only covers two hardware generations and the project is still very early.

Use the first-gen Apple Siri Remote (A1513/A1962) on Linux: unlock it, decode touch and buttons, tvOS-style gestures, a virtual keyboard. Pure-stdlib Python.

#Linux#Reverse Engineering#Hardware#Productivity

★50

A

once

alex0ptrGo

A single-file Go CLI that runs a command once and caches its output for a while to reuse, installable and ready to go. It solves a small but real problem (repeated slow commands) with clear boundaries; a shell alias could do the same, but this wins on being ready out of the box.

Run a command once, reuse its output for a while.

#CLI#Productivity#Automation#Performance

★119

A

work-humanizer

phurynPython

Removes the AI tone from work emails without changing the meaning, packaged as an Agent Skill with blind evaluation and examples of meaning changes checked by humans, which is more honest than similar de-AI-ifying tools. Suited to people who write English emails daily; the space is crowded and results still depend on the model used.

A humanizer for work writing: takes the AI tone out without changing what your text says or commits to. Agent Skill + evidence: blind judges, hand-checked meaning changes, Pangram.

#Agent Skills#Content Writing#Documents

★52

A

z7-qemu

WonderLanternC

Turns the Nikon Z7 into a full-machine model runnable in QEMU, with working RAW/ISP/LCD, requiring your own firmware. It's rare infrastructure for camera firmware reverse engineering and ISP research; the audience is very narrow and it's still experimental, but the description is restrained and the boundaries are clear.

Experimental Nikon Z7 machine for QEMU, functional RAW/ISP/LCD and research tools. Bring your own firmware.

#Reverse Engineering#Embedded#Hardware#Images

★19

A

filter-ast

ZagorodnyiTypeScript

It parses $op(value) filter objects into a database-agnostic typed AST, zero-dependency and about 50ns per parse. Suited to backend developers building their own filter DSL; scope is restrained and metrics concrete, but it only covers parsing and long-term maintenance is uncertain.

Parses a declarative filter object with $op(value) strings into a typed, database-agnostic filter AST. Zero dependencies, ~50 ns per call.

#Databases#APIs#Performance

★70

A

lipwise

lnenadRust

Local voice dictation across three platforms: hold a hotkey and speak, recognition runs on-device, then AI handles spoken corrections like 'delete that last sentence'. A clear choice for people who care about privacy and don't want cloud dictation subscriptions; the repo is new, with no data yet on model distribution or latency.

Private voice dictation for Windows, macOS and Linux. Hold a shortcut, talk, and Lipwise types what you meant into any app: speech recognition runs on your computer, and an AI editor understands "scra…

#Speech#Productivity#Windows#macOS#Linux

★21

A

MacRAR

mstcvkSwift

Wraps RARLAB's rar/unrar and 7zz in a native AppKit interface, supporting 30+ formats, encryption, split archives, and Finder shortcuts. macOS really lacks a decent RAR GUI, so it is worth trying; depending on external binaries, long-term maintenance is the key risk.

WinRAR-style archive manager for macOS: native AppKit app around RARLAB rar/unrar and 7-Zip 7zz. RAR, 7z, ZIP, TAR and 30+ formats, encrypted and multi-volume archives, Finder Quick Actions.

#macOS#Productivity#Documents#winrar

★54

A

VibeOffice

tcchen2026JavaScript

A local-first office suite running in the browser with an Office 2003-style interface, where files are not uploaded and no account is needed — an appealing trade-off. But docs, spreadsheets, and demos are all lumped together, and 91 stars in two days looks more like a demo than a usable product, so depth is doubtful.

A free office suite that runs in your browser, in the style of Office 2003. Nothing to install, no account, no server: documents are opened, edited and saved on your own computer.

#Web Frontend#Documents#Spreadsheets#Presentations

★91

A

intelligent-ui-demo

DisdjjJavaScript

Dissects how ChatGPT's generative UI works, giving a runnable recreation with a streaming DSL compiler plus iframe/Worker sandbox, compared against AG-UI and A2UI, for frontend devs building LLM-driven interfaces. Analysis plus runnable code beats talk; the limit is demo level with no sign of long-term maintenance.

Deconstructs the implementation of ChatGPT Intelligent UI and compares it with AG-UI and A2UI; includes a runnable replica (streaming DSL compiler + iframe/Worker sandbox)

#AI#Web Frontend#LLMs#WebAssembly

★15

A

Ricoh-GRMod

MaxwooowTypeScript

An unofficial modding tool for the Ricoh GR IV that imports xmp/cube presets into Image Control and adds custom aspect ratios and shutdown screens, aimed at photographers who want a personal color profile on their GR. The niche is tiny but clearly explained, and 26 stars fits a genuine small demand; limits are that it covers one model only and relies on undocumented interfaces.

Unofficial modding tool for the Ricoh GR IV Series: import .xmp / .cube presets into Image Control, add custom cut aspect ratios, custom power-off images.

#Hardware#Reverse Engineering#Images

★26

A

relight-anime

yuichi-suzuki-highdramaC++

An After Effects plugin that uses depth estimation to light AI-generated animation assets, porting a TypeGPU lighting model to C++/CUDA, a concrete and technically substantive path. Aimed at animation creators, it requires After Effects and has only been tuned on anime assets.

Relight Anime: After Effects plugin that adds light and shadow to AI anime footage using estimated depth (TypeGPU lighting model ported to C++/CUDA)

#Video Editing#Animation#Image Generation#3D#after-effects

★18

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

BHas a spark30
  • B CF-Workers-TGProxy A WS relay for Telegram Web/MTProto on Cloudflare Workers, with auth, multi-lane multiplexing, AES-CTR and flow control, directly solving TG unreachability on restricted networks; 555 stars in 1.3 days shows real demand. It could support a hosted proxy subscription or infrastructure service, with risks around compliance, abuse control and upstream protocol changes. #Networking#Privacy#Network Security#telegram#cloudflare-workers

    A Telegram Web/MTProto WebSocket proxy relay based on Cloudflare Workers, supporting bridge auth, bootstrap/session tokens, multi-lane WS multiplexing, AES-CTR encryption, custom frames, flow control …

    ToiCFLanguage unknown★555

  • B better-readme-skill Reviews and rewrites your README against the Art of README standard so readers can decide early whether to stay; the angle is small and honest, useful for frequent open-source authors. The limitation is that such a skill is easily replaced by a prompt, with no evaluation backing. #Agent Skills#Documents#Code Quality

    Audit and rewrite your README so readers can bail fast — an Art of README agent skill

    tommy0103Language unknown★18

  • B robot-heads A 3D robot avatar component for React whose LED face animates to show what an agent is currently doing. For people building AI product interfaces it's a ready-made little building block with restrained scope and good aesthetics; just a decorative component, so don't expect more. #AI Agents#Web Frontend#3D#Animation

    Animated 3D robot heads for React: TV-headed bots with LED faces that show what your agent is doing.

    fayazaraTypeScript★32

  • B SonyNasne-debian Tools and docs for hacking the Sony nasne TV box (CECH-ZNR2J) to boot Debian mipsel directly. Rare lifesaving material for tinkerers who find this old hardware, but the audience is tiny; the docs are in Japanese and the barrier to entry is high. #Reverse Engineering#Hardware#Linux#Embedded

    Tools and documentation for analyzing the Sony nasne (CECH-ZNR2J) and booting Debian (mipsel) directly

    mar1mo-41414Python★88

  • B RcloneExplorer Wraps rclone in a modern, install-free Windows GUI for browsing and syncing Google Drive, OneDrive, S3 and 70+ cloud drives, for sync users who don't want the command line. rclone Browser is long unmaintained, so the slot is genuinely open; but it's only a day old, with no release package or evidence of error handling. #Downloaders#Windows#Open-Source Alternatives#rclone

    Rclone Browser – a modern, portable rclone GUI for Windows 10/11. Browse, transfer and sync Google Drive, OneDrive, Dropbox, pCloud, S3 and 70+ clouds.

    JackpisonC++★32

  • B z30-firmware-extensions A source-level extension and patch tool for Nikon Z30 firmware C 1.20, aimed at hardware tinkerers who want to change camera behavior. Such projects are rare, and the author clearly states the supported model and firmware version; 41 stars in a day and a half shows a real audience, though it's limited to one model and firmware, flashing carries risk, and docs are thin. #Hardware#Reverse Engineering#Embedded

    Source-based Nikon Z30 C 1.20 firmware extensions and patch tools

    RealCaCl2Python★41

  • B omdrop-owl Brings AirDrop-style near-field file transfer to non-Apple devices, solving the lack of a unified cross-platform LAN transfer experience; 419 stars in 1.7 days is genuine growth. It could become a device-interconnect SDK or be integrated into file tools, but it must compete with mature open-source options like LocalSend and Snapdrop, and near-field protocol compatibility is costly to maintain. #Linux#Networking#Open-Source Alternatives

    airdrop for non-apple devices

    t4t5Shell★419

  • B khan-explainer A Claude Code skill that turns explanations into Khan Academy-style videos with handwritten strokes and voiceover, fully local with no API key. It saves effort for people making teaching materials; final quality depends on local TTS, and the repo gives no samples. #Agent Skills#Video#Learning#Speech

    Claude Code skill: Khan Academy style explainer videos. A pen draws while a voice explains. Free, local, no API keys.

    haiderfarooq3JavaScript★26

  • B BiGym2 A benchmark suite for humanoid household manipulation, with a paper and comparisons of agent generation strategies — real substance for embodied-AI researchers. But it is an evaluation set rather than a plug-and-play tool, the audience is very narrow, and general developers will not see its value within ten minutes. #ML Research#Robotics#Benchmarks

    BiGym 2.0: Benchmarking Learned and Agent-Developed Policies for Humanoid Household Manipulation (arXiv:2610.07594)

    swirl-ukPython★20

  • B TokenRouter A token-level LLM routing service implementation from a NeurIPS paper, useful reference for anyone building inference gateways; but it's paper companion code lacking deployment docs and comparable baselines, so ten minutes only gets you the structure. #LLMs#ML Research#Performance#APIs

    [NeurIPS'26] The official code implementation for paper "TokenRouter: Efficient Serving System for Token-Level LLM Routing"

    thu-nicsPython★22

  • B samovar-lite Recreates PotPlayer's feel on Linux with libmpv + Qt: drag in a video, load subtitles, keep the same shortcuts, aimed at film fans migrating from Windows. The positioning is restrained and the description honest; but mpv frontends like Haruna and Celluloid already exist, and 18 stars in half a day doesn't show completeness. #Video#Linux#Open-Source Alternatives#potplayer

    PotPlayer-style media player for Linux, built on libmpv and Qt. Drop a video, load a subtitle, familiar shortcuts.

    AliMilaniPython★18

  • B philosopher-OKF An Agent skill that turns any topic into a single-file, paper-style HTML learning page. The output format is concrete and it works once installed in Claude, but such 'generate pretty HTML' skills have clustered recently, differing only in typographic taste. #Agent Skills#Prompting#Learning#Documents

    Agent skill that turns any topic into one self-contained HTML study page: minimal, light focused, research-paper styled.

    frypan05HTML★47

  • B OSWarp A small C# tool that reboots straight into another OS, skipping the BIOS boot-menu change. The scope is clear and it works once installed, but iReboot, rEFInd and similar already cover the same need, so it must explain what it does better. #Windows#Productivity#CLI

    Reboot into another OS with one click.

    megabitsenmzqC#★41

  • B SuperNav An embodied navigation agent system from ZJU 3DV, worth attention methodologically; but 'any task, any scene' is clear exaggeration, and the repo is more a paper homepage, so ordinary developers get nothing runnable. #AI Agents#Robotics#ML Research

    An Agentic Navigation System for Any Task in Any Scene

    zju3dvPython★60

  • B openik-unity A Unity IK package with multiple solvers, joint limits, and procedural animation samples that works out of the box. The problem is that many free alternatives already exist, and the repo never clarifies which specific pain point it solves, reading more like a cleanup than a new approach. #Animation#Game Dev#Games#unity

    Inverse Kinematics package for Unity, featuring multiple solvers, joint limits and procedural animation samples.

    WouterAptsC#★59

  • B neurosquad-cli A CLI that runs multiple AI coding agents in the terminal at once and reduces babysitting. Usage is clearly explained and it works directly, but tmux orchestration and Claude Squad-style options already abound, and it never clarifies how its scheduling differs. #AI Agents#CLI#Terminal#Automation

    nsq — run several AI coding agents in your terminal and stop babysitting them. Open-source CLI by NeuroSquad.

    glmn-aiTypeScript★27

  • B vi-view A Google Earth-like web viewer for GTA maps, with a specific topic and clear audience, one of the few fun projects that doesn't oversell; but it only helps GTA map fans, and neither map data sources nor rendering performance are explained. #Games#3D#Web Frontend#gta

    A fan-made Google Earth-like Viewer for GTA maps

    vi-viewLanguage unknown★18

  • B openzine Turns a PDF or image folder into a flippable 3D book, packaged as a Claude Code / Codex skill for people building portfolios or digital magazines. The idea is concrete and the description restrained, but it's more of a showcase toy; at 19 stars and just over a day, the finished-book output and export quality remain unverified. #Documents#3D#Agent Skills

    Turn a PDF or a folder of images into a 3D flip book you can page through. A skill for Claude Code and Codex.

    JosssphZhouJavaScript★19

  • B autonomous-pentest-agent A multi-agent automated pentesting system with a Go backend and Next.js UI, open source under AGPL. The architecture is clearer than similar projects, but 'LLM auto-pentesting' has been crowded this year and there are no cases proving it works against real targets. #AI Agents#Exploits#App Security#LLMs

    Autonomous Pentest Agent — LLM multi-agent autonomous penetration testing system (Go backend + Next.js UI). AGPL-3.0.

    kutukamGo★67

  • B mcd-points-actuary It uses the McDonald's China MCP to fold coupon stacking and points shadow pricing into an 'out-of-pocket cost' answer for which ordering channel is cheapest. The modeling is honest and concrete, but it's a contest entry only useful to frequent McDonald's customers, and the API could break anytime. #MCP#Fintech#Data Analysis#E-commerce

    Golden Arches Points Actuary — based on McDonald's China MCP, unifies "channel fees / coupon stacking / points opportunity cost" into one objective function "out-of-pocket cost = cash + points × shado…

    akexinPython★15

  • B OneSearch-VL A unified multimodal deep-research agent for images and video, with open models, datasets, and training/eval code. The direction is worthwhile, but the repo is brand new and lacks reproducible results, so it reads more like a research proposal than a working tool. #Multimodal#AI Agents#RAG#ML Research

    A unified multimodal deep research agent for images and videos, with open models, datasets, and training and evaluation code.

    appletea233Python★14

  • B gentle-dot Pitches a personal assistant that lives on your desktop, remembers things, and operates your Mac for you, aimed at Mac users wanting a local automation helper. The vision is big with few implementation details, and 78 stars in half a day come more from the author's channel traffic; peers are computer-use assistants, with no differentiation visible yet. #AI Agents#macOS#Productivity

    A personal assistant that lives on your desktop, remembers what matters, and can use your Mac for you.

    Gentleman-ProgrammingTypeScript★78

  • B Infernix A hand-written CUDA inference engine for Qwen on a single card, tuned only for the RTX 5090. It has some value for people reading kernel implementations, but the model name and version are vague, llama.cpp and ExLlama already cover similar needs, and it's hard to install or verify. #LLMs#GPU#Performance

    C++/CUDA single-GPU inference engine for Qwen3.8 (incl. Qwen3.8-Flash-Next with offloaded experts) on the RTX 5090; grew from NInfer

    Wallawalla47C++★63

  • B ps-local-edit Adds a local AI editing panel to Photoshop, connecting multiple model APIs, reference images, task history and layer write-back, for people who use PS and batch-edit images. The features are specific, but similar PS retouch plugins are already plentiful; 13 stars in under two days shows no evidence of usability, and the rival is Photoshop's built-in generative fill. #Image Generation#Plugins#AI#photoshop

    Photoshop local AI image-editing plugin: selection-based editing, multi-model API, reference images, task history, and layer write-back.

    383158353-sysJavaScript★13

  • B deepseek-supervisor Adds a side-channel review layer for people running third-party models like DeepSeek in Claude Code, periodically revisiting the work and flagging what the model missed. The idea targets a real pain point of weak models on long tasks, but the description is vague; at 13 stars and two days, there's no data showing it actually improves success rates. #LLMs#AI Agents#Code Quality

    "You should know" for Claude Code on third-party models such as DeepSeek: a side pass reviews the work every few steps and tells the model what it notices

    LACAN-1TypeScript★13

  • B pocket-aces A browser-based creature-collecting poker roguelike with a quirky but fun idea that runs right in the browser. It's a personal game project clearly standing on the shoulders of Balatro-style titles, and whether it keeps getting updates is the main variable. #Games#Web Frontend#Animation

    A creature-collecting poker roguelike for the browser.

    achimalaTypeScript★49

  • B redteam-bofs A red-team repo collecting several Beacon Object Files, ready ammunition for Cobalt Strike users. But it's just a pile of scattered BOFs with no unified explanation of what each file does, making it a common shelf rather than something new. #Exploits#Windows#Reverse Engineering#App Security

    Repository for various Beacon Object Files (BOFs)

    chryzshC★30

  • B Neutron A Wine-based compatibility layer for content-creation software (image, video, 3D), aiming to get these Windows suites running on Linux. The direction meets real demand, but the repo doesn't say how compatible it is, how to install it, or which apps work; at 17 stars in just over a day, it's far from usable. #Linux#Images#Video

    A compatibility layer based on Wine, optimized for digital content creation suites

    Nico-LaFoucatePython★17

  • B hidden-letters-map Hides letters, voice messages and achievements in real locations, unlocked only when the other person walks nearby, for people planning offline surprises. The idea is light and concrete, at 17 stars and half a day; but it's more of a one-off toy, with location accuracy, offline usability and privacy handling all unaddressed, so long-term use is limited. #Social#Web Frontend#Games

    Treasure map: hide letters, voice messages, and achievements in real places, and the other person can only get them by walking nearby

    SaekisuiJavaScript★17

  • B portable-heart-led A heart-shaped keychain with 16 LEDs, an Arduino Nano, and a lithium battery, with schematics, code, and full build steps, self-deprecatingly called 'over-engineered.' For anyone practicing hardware-software integration it's an honest little guide whose value is tutorial quality rather than technical novelty. #Hardware#Embedded#Learning

    An over-engineered LED heart keychain: 16 LEDs, Arduino Nano and a rechargeable LiPo. Schematic, code and full build guide.

    engineerdiaaC++★13

COrdinary36
  • C photo-frame-dashboard It flashes ADB, roots, backs up and installs custom apps on closed Android photo frames like Skylight Calendar and BIUFRAME, giving users control of locked-down hardware; a known developer shipped it and 319 stars in 1.2 days shows real demand. It could spawn device-unlock services, but every firmware change means redoing the work, and vendor blocking plus warranty risk are hard drawbacks. #Android#IoT#Reverse Engineering

    Getting ADB, root, backups and custom apps onto locked-down Android photo frames (Skylight Calendar, BIUFRAME)

    wesbosJavaScript★319

  • C labyrinth-exploration Models open-ended research as maze exploration, layering confirmed, refuted, and conjectured findings with independent judge agents — an interesting idea. But it is all metaphor, with no runnable example or evaluation, and ten minutes of reading does not explain how it beats ordinary multi-agent orchestration. #AI Agents#Agent Skills#LLMs

    An agent skill for Codex, Claude Code and other clients: open-ended research as the exploration of a labyrinth, with a map of what is proved, refuted, conjectured and still dark, proof tiers, independ…

    nasqretPython★30

  • C bug-bounty-triage An agent skill for bug bounty hunters handling report triage, reproducibility verification, severity escalation and pre-submission cleanup. The workflow is clearly broken down and does target the duplicate-report pain point, but it's only a prompt-style skill at 28 stars in 0.2 days, and real results depend entirely on the underlying model. #AI Agents#App Security#Agent Skills

    Agent skill for rigorous bug bounty report triage, validation, severity escalation, and submission-ready reporting.

    Sequester-AGLanguage unknown★28

  • C boss-automatic-delivery Automated BOSS Zhipin job applications: log in, scrape postings, match resumes, generate greetings, and apply in bulk. It saves job seekers effort, but bulk applications add platform noise and violate site terms, so account risk is on you. #Jobs#Automation#AI

    BOSS Zhipin auto-apply system — login, scrape jobs, match resumes, generate greeting messages, one-click apply, all in one run.

    handsomekai924Python★14

  • C ff-tracking Uses a virtual camera to film an AI agent's screen, then a tracker locks onto each glyph, with SkSL shaders and synthesized sound. It reads as a visual experiment, and the author does not say who can reuse it; 141 stars in half a day looks more like buzz than substance. #Video#AI Agents#Animation#GPU

    A virtual camera films an AI agent's screen while a tracker locks onto every glyph. Two fframes passes, one SkSL shader, all sound synthesized.

    mrsaracRust★141

  • C linuxdo-android A third-party Android client for the LinuxDo forum, convenient for regulars; but wrapper clients like this have limited technical depth, and it doesn't explain differences from the web version or how login credentials are stored. #Android#Social#UI Design

    LinuxDo Android Client

    xuemkKotlin★29

  • C patchit A small tool that scans Android apps and determines which can be patched by Morphe. Its audience is limited to Morphe users, it's just a query entry point rather than core capability, and this patching ecosystem is itself legally gray on copyright. #Android#Reverse Engineering#Plugins

    Scan your Android apps and see which ones Morphe can patch.

    d3ffenTypeScript★49

  • C llm-sanctioning-governance Runs repeated public-goods games with LLM agents to study cooperation, welfare and punishment mechanisms, with experiment code and charts, for peers researching AI social behavior. The topic is interesting, but it's paper companion code lacking environment notes and reproduction steps; 29 stars in 0.4 days, of limited use to ordinary developers. #LLMs#ML Research#AI Agents

    Experiment code and figures for studying cooperation, welfare, and sanctioning in repeated public goods games with LLM agents.

    DaVVinCiPython★29

  • C grandma-gta A Three.js open-world demo of rural Taiwan starring a 72-year-old grandma, with models from Tripo and code generated by Claude Code. It's fun as a novelty demo, but there's no reusable tech and it isn't playable enough to count as a game. #Games#3D#Web Frontend#AI

    老奶奶 GTA · 阿嬤俠盜 — a browser-playable rural-Taiwan open world starring a 72-year-old grandma. 3D by Tripo, code by Claude Code, rendered with Three.js.

    andyhuo520JavaScript★14

  • C mcd-calorie-budget-skill A calorie-control and money-saving Agent Skill for McDonald's ordering, also built on the McDonald's China MCP and heavily overlapping another contest entry from the same batch. The idea is fine, but it's just a competition piece with no word on data reliability or future maintenance. #MCP#Agent Skills#Health#Productivity

    Calorie-control money-saving ordering assistant · McDonald's Developer Day M-CODE entry · Agent Skill + McDonald's MCP

    cyAquariusPython★16

  • C mcd-mcdrive-mate Picks a McDonald's store and books pickup by total wait time, a very specific scenario described honestly; but it's a contest entry whose usefulness depends on whether it really connects to ordering APIs, with little reference value for developers. #MCP#AI#Agent Skills#E-commerce

    McDrive Mate — a McDonald's ordering decision Skill for people on the road: time-of-day aware · pick a store by total time · scheduled orders ready on arrival | Entry for the McDonald's programmer cre…

    yiumanlenongLanguage unknown★16

  • C DVD A paper implementation in multimodal LLM perception, doing dynamic vector decoding to cut inference cost, for researchers following VLM inference optimization. The repo has only a one-line title, no environment, usage or experiment data, and 13 stars in 0.8 days; code completeness can't be judged, with visual token compression work as the peer set. #ML Research#Multimodal#LLMs

    Official implementation of "DVD: Dynamic Vector Decoding for Efficient MLLM-based Perception"

    AlmoonYslLanguage unknown★13

  • C carafe A desktop tool claiming to package Windows games into Switch apps. If it really works technically that would be interesting, but the description never covers the mechanism, compatibility range, or legal boundaries, so usability can't be judged yet. #Game Porting#Windows#Game Dev#Reverse Engineering

    Desktop app that turns Windows games into Switch apps

    carafe-nxRust★17

  • C CRAFTSPACE A standalone install and update manager for the open-source ArtCraft creative software series. The scope is clear but the audience is very narrow, and it never explains how it differs from upstream's built-in updater, so it currently looks like an install script. #Build#DevOps#Productivity

    Independent installer and update manager for the open-source ArtCraft creative applications.

    emircesurC★18

  • C tiktok-web-signature Reverse-engineers TikTok's web signature so scraping scripts can forge legitimate requests; technically demanding, but it breaks whenever upstream changes and clearly violates platform terms. The description is one line with typos and no version or usage, so plug-and-play is unrealistic. #Reverse Engineering#APIs#Social

    tiktok web signature reverse engineer generates valid tiktok signatures for API requets

    n1tr00-10Python★42

  • C ontoquery Uses an ontology for intelligent data querying, a direction that isn't new; the description is one Chinese sentence of vision with no supported data sources, deployment method or accuracy, a typical platform shell. #Databases#LLMs#Data Analysis

    An intelligent data query platform built on an ontology

    yueyezhufengJava★17

  • C chaos-vault A 2D puzzle where you manually walk through each step of data structures and algorithms, aimed at DSA students. The idea isn't new, algorithm-visualization games already exist, and the repo looks like personal practice: 24 stars in just over a day, no word on level depth or teaching effect, with algorithm-visualization tools as alternatives. #Games#Learning#Web Frontend

    A 2D puzzle game that teaches DSA by making you perform every step. Built with React + Vite.

    Adi-MaratheJavaScript★24

  • C robot-fleet-analytics Builds a robot-fleet operations dashboard with Pandas + Plotly + Streamlit, storing data in MySQL and showing metrics. The stack is a tutorial-grade combo, more a job portfolio than a reusable product; 95 stars doesn't match a one-day-old repo, similar dashboard templates are plentiful, and it offers limited real ops help. #Data Analysis#Robotics#Monitoring

    Interactive robot fleet performance analytics dashboard using Python, MySQL, Pandas, NumPy, Plotly, and Streamlit.

    Dishank1501Python★95

  • C KB-RPCS3 Claims to port RPCS3 to PS5 so PS3 games run as native homebrew, with alpha source released. If true it would be big for the PS5 homebrew scene, but the repo has no build instructions or compatibility list, so for now it is only a claim. #Game Porting#Games#Reverse Engineering#Embedded

    Unofficial RPCS3 port for PlayStation 5 — run PS3 games as a native PS5 homebrew title. Alpha 0.1.0 source release.

    kamb205C++★17

  • C Phocinae-Largha-150M-v1 Self-described as a 144.3M bilingual 'decision model' with a cute tagline, but it doesn't state training data, task definition, evaluation results, or how to call it. It might be useful reference for small-model builders, but right now there's only a name and parameter count; at 25 stars and two days, there's no way to judge whether it can actually make decisions. #LLMs#ML Research#AI

    斑海豹 — Phocinae-Largha-150M-v1: a 144.3M bilingual decision model. Tiny model. Big decisions. 小海豹,大决断。

    PhocinaePython★25

  • C qiaosi Collects ready-to-use frontend snippets: a 3D windowsill, voice bars, a health page, liquid glass, for developers who want to copy effects quickly. It's an effects collection, with each snippet's completeness and reusability unknown; comparable to UI libraries and CodePen collections, and at 16 stars it hasn't formed a community. #Web Frontend#UI Design#3D

    巧思: front-end little things you can use right away. 3D windowsill, voice bar, health page, liquid glass. Hating Jolin Tsai is not allowed.

    TangfanOVOJavaScript★16

  • C laolian-gzh-benchmark-hunter A scraping script that finds viral WeChat public-account posts and archives their text and images, valuable only to people growing public accounts, and it relies on a platform gray area that breaks when rules change. There is nothing reusable for general developers. #Marketing#Content Writing#Automation

    WeChat public account viral benchmark hunter: track benchmarking and viral post filtering, archiving of public article text and images, and public account collection downloads. Chinese Codex Skill, MI…

    oldfacekg26JavaScript★13

  • C how-to-survive-unemployment Compiles N/N+1 severance, unemployment benefits, medical and social insurance, and job-search cash flow into a handbook and SOP with original Beijing and Shanghai policy texts, which is genuinely useful to people just laid off. But it is essentially a content repository rather than a tool, and its value depends entirely on policy timeliness and ongoing maintenance, with similar information already in community posts; fine as reference material, not worth following as a project. #Jobs#Documents#Knowledge Base

    Open-source unemployment self-rescue handbook: N/N+1/2N, unemployment benefits, medical insurance, social insurance, housing fund, job hunting, and cash flow. 50 action tasks, 6 practical SOPs, with o…

    AIPMAndyHTML★25

  • C paper-storycraft-skills Splits abstract, introduction, methods, experiments, figures and full-text consistency auditing into 12 Chinese Skills, as a writing-process template for grad students writing papers. It's a prompt and process collection rather than a tool, and results depend on the model used; Chinese and English writing prompts are already plentiful, and 15 stars says nothing about quality. #Agent Skills#Prompting#Science

    Paper StoryCraft: crafting the story of a paper, with 12 Chinese Skills covering abstract, introduction, methods, experiments, scientific figures, and full-text consistency audit.

    ChenXiangYpily1234Python★15

  • C regia-hyperframes An Italian-language Claude Code skill: before generating HyperFrames it runs a round of director-style questions, each with options and suggestions, ending in a closed brief. Turning requirement clarification into a process is a worthwhile idea, but the language and scenario are too narrow; 14 stars in a day and a half shows no real effect. #Agent Skills#Prompting#Productivity

    Skill Claude Code: intervista di regia prima di HyperFrames — opzioni e consiglio a ogni domanda, poi un brief chiuso

    DarioFontanelLanguage unknown★14

  • C stepfun-harness It packages StepFun's desktop AI workbench as a collection of multi-agent, plugin, and subscription API features, with more marketing than verifiable functionality. Desktop agent clients are already crowded, and the description never explains what it does better than existing options. #AI Agents#LLMs#Plugins

    StepFun Harness | Let AI truly get to work on the desktop: subscriptions and API, multi-agent workflows, plugins, Mini. A desktop AI workspace powered by Step Code.

    abbcreat-cyberTypeScript★48

  • C m-type A McDonald's MCP plus sixteen retro characters generating personality profiles, a creative-contest entry that is fun but solves no developer problem and offers no reusable technical piece. #MCP#AI#Image Generation

    M-TYPE Golden Arches Personality Profile: 16 retro transparent characters × McDonald's MCP × collectible time report. Agent Skill · HTML / PNG · mock cases and full assets.

    shianlabJavaScript★22

  • C clearledger Invoice financing infrastructure on Stellar/Soroban, including contracts, a Next.js app, a TypeScript SDK and a Go indexer. The feature surface is broad, but 131 stars in 0.2 days, with five repos in the same batch showing identical counts, strongly suggests star farming; as a hackathon product it's far from usable. #Blockchain#Fintech#SDKs#Crypto

    Invoice finance infrastructure on Stellar: Soroban contracts, a Next.js app, TypeScript SDK and CLI, and Go indexer for USDC-backed workflows.

    Stellar-ClearTypeScript★131

  • C clearledger-contracts An invoice financing contract on Soroban: participant registration, invoice lifecycle, USDC funding pool and escrow. The contract boundaries are described reasonably clearly, but like its batch it got 131 stars in 0.2 days, almost certainly bulk star farming, and the funding and settlement logic is unaudited. #Blockchain#Fintech#Crypto

    Soroban smart contracts on Stellar for invoice finance: participant registry, invoice lifecycle, USDC liquidity pools, and escrow coordination.

    Stellar-ClearRust★131

  • C PS5-GameLauncher A full-screen web game launcher mimicking the PS5 interface, closer to a UI exercise. It doesn't explain how to connect a real game library or who it's for, so the screenshots are enough and it's not worth ten minutes. #Games#Web Frontend#UI Design

    A fluid, PS5-style fullscreen game launcher

    arisqzJavaScript★13

  • C museflow A node-based visual workflow extension for image/video generation on Muse.ai. It depends on an unclear commercial service, never explains installation or authentication, and the comparable ComfyUI ecosystem is far more mature. #Image Generation#Video#Plugins#AI

    A visual node-based workflow extension for generating images and videos with Muse.ai.

    bynne2602JavaScript★13

  • C YES-BD2 A daily idle-farming script for Brown Dust 2 with a fairly complete feature list, but it is an automation tool that violates the game's terms and may get accounts banned or break anytime. Useful only to players of this game, and code quality and account safety cannot be judged. #Games#Automation#Windows

    Brown Dust 2 (BD2) PC automation tool: daily tasks, map runs, trading, Fiend Hunt. 棕色塵埃2 PC 自動化工具

    nobell001Python★20

  • C VLC It claims to be VLC on PS5, but there's only one sentence with no porting method, completion status, or install steps. Possibly useful to PS5 homebrew users, but right now there's no way to tell if it's just a renamed placeholder, so it's not worth your time. #Video#Game Porting#Streaming

    VLC for PS5.

    ZiZc3C++★38

  • C craft-repo-status-app A small app for checking PR and build status, with a one-line purpose, but there are many similar menu-bar tools, and it does not say what it adds over GitHub notifications or existing CI dashboards. #CI#Build#Collaboration

    See the status of PRs, builds, etc.

    storytoldRust★16

  • C Android-AI-gateway Translates multiple upstream accounts on your phone into OpenAI-compatible endpoints, still essentially an account pool aggregating free quotas that can be banned anytime; naming a list of upstreams reads more like teaching people to exploit quotas than building a proper gateway. #LLMs#APIs#Android

    Turn an Android phone into a private AI model aggregation server, translating multiple upstream accounts such as Trae / WorkBuddy / Antigravity / Loomy into OpenAI-compatible endpoints (/v1/chat/compl…

    xibai6668Kotlin★14

  • C Awesome-Medical-JEPA Collects JEPA papers and code across medical imaging, ECG/EEG, surgical video and genomics into a list, serving as an index for medical self-supervised researchers. The list itself produces nothing new, and its value depends entirely on update frequency and curation standards; peers are awesome lists in each subfield. #ML Research#Science#Knowledge Base

    Curated list of JEPA (Joint-Embedding Predictive Architecture) papers and code for medicine: medical imaging, ECG/EEG, surgical video, EHR and genomics. I-JEPA, V-JEPA, LeJEPA.

    Big-Matrix-R-And-D-LabHTML★21

DSkip88
  • D kolo-backend A Stellar backend with WhatsApp as the entry point, handling wallets, payments, Soroban savings groups and a community message queue. The scenario is concrete, but 131 stars in 0.6 days, identical to its sister repos, clearly indicates coordinated star farming; with no deployment docs or runtime evidence, it's not usable. #Blockchain#Fintech#Crypto

    WhatsApp-first Stellar backend for Kolo: wallet operations, Stellar payments, Soroban savings groups, and queued community messaging.

    Stellar-KoloTypeScript★131

  • D kolo-contracts A Soroban contract for community rotating savings (bidding-style hui), with sequential payouts and goal savings. The business modeling shows thought, but the repo is only 0.6 days old with 131 stars matching the same batch, so star farming is likely; default and fund-risk logic can't be verified. #Blockchain#Fintech#Crypto

    Kolo's Rust Soroban contracts on Stellar for community savings circles, rotational contributions, ordered payouts, and goal-based savings.

    Stellar-KoloRust★131

  • D chilemai A Chinese "what to eat today" decision app that suggests based on nutrition, weight loss, cheapness and other conditions. The positioning is light, but the problem is too everyday and delivery and recommendation apps already cover it; 13 stars in under a day looks like personal practice, with no sustainable technical angle or clear user group. #Health#AI#Web Frontend

    When you want to eat, just ask 吃了麦. Want nutrition? Want to lose weight? Want it cheap? Leave it all to 吃了麦

    HessianZPython★13

  • D kolo-frontend Kolo's community savings web frontend, a Next.js implementation of member and admin panels wired to wallets and Soroban. The description itself admits integration is still in development, and the batch's identical star counts make it low-credibility; for now it's only a UI draft with no practical value. #Blockchain#Web Frontend#Fintech

    Kolo's Stellar community savings web app: Next.js member and admin dashboards, with wallet and Soroban integrations in development.

    Stellar-KoloTypeScript★132

  • D magpie-our-free-model Bundles free model quotas, multiple accounts, and so-called EAC authorization into a Magpie plugin, essentially an account pool that bypasses upstream quotas, liable to break anytime and carrying compliance risk. The description is stuffed with feature terms but never says how to install it or who it is for, and free API proxies are already plentiful. #LLMs#APIs#Plugins

    Magpie integration plugin for Our Free Model: integrates free model pools, EAC authorization, and multi-account channels, supports automatic service management and an accountless Cloudflare temporary …

    mu-zi-leeJavaScript★31

  • D ARTEX The README says it's a source backup of Autumn-27/ARTEX v0.3.15 with commit history preserved, essentially a mirror rather than original work, with the upstream's purpose and maintenance status unclear; 309 stars in 1.5 days may spill over from the original project's popularity. A mirror repo lacks an independent product form and can't be commercialized; skip for now and watch upstream. #Backup#AI#Productivity

    ARTEX source backup: based on Autumn-27/ARTEX v0.3.15, preserving the original commit history and AGPL-3.0 license.

    HinlnGo★309

  • D UID- An adversarial trick using seccomp to filter forged uid allocation so detectors cannot find the corresponding process. Its use is basically evading detection; the repo has only a Chinese writeup, no runnable code, and is not suitable for general developers. #Exploits#Linux#Privacy

    Fix the detection point where seccomp filtering hides the kernel's uid allocation from checks but the corresponding query returns nothing

    longze777C++★16

  • D psp5 The description's claim of a native PSP port based on PPSSPP is self-contradictory, and PS5 feasibility is unaddressed; console homebrew like this can't be verified without build instructions, so it reads more like a placeholder. #Games#Game Porting#ps5

    Native PSP port for the ps5 based on PPSSPP

    tsuramatsu1C++★25

  • D obs-studio Claims to be an independent obs-studio fork that fixes all issues, yet lists no fixes and does not explain how it differs from upstream, while using the original project's name, which makes accidental installs most likely. For improvements, see the official issues or mature forks. #Video#Streaming#Windows#Linux

    OBS-STUDIO-RUST is an independent fork of obsproject/obs-studio with all the problems fixed

    obs-rustC★29

  • D saas-seo-playbook A practical SEO booklet for AI tool sites and indie developers, covering keywords, landing pages and content structure. It's a tutorial repo whose methods are mostly findable on public blogs, so its value depends on whether the author's own case studies are credible; 20 stars don't prove content quality. #Marketing#Learning#Documents

    A practical SEO booklet for AI tool sites, SaaS homepages, and indie developers.

    JeffLi1993Language unknown★20

  • D craft-libs A one-line Rust library for Craft Apps that neither says which libraries it includes nor who it is for. The repo was created before the description was written, so it cannot be evaluated at this stage. #SDKs#Build#Plugins

    Rust libraries for the Craft Apps

    storytoldLanguage unknown★23

  • D my-pet-desktop-tutorial A tutorial on using AI to turn pet photos into animated Mac desktop companions, with prompts and steps. It's a content repo whose method any general AI tutorial could replace, so it doesn't amount to a tool. #Learning#Image Generation#macOS#Prompting

    Turn your own pet photos into an animated Mac desktop companion using AI. A beginner-friendly tutorial with prompts and step-by-step instructions.

    cashewhead2020-sudoLanguage unknown★15

  • D ps-disc-detect The author is somewhat known in the console-tools circle, but the repo has no description and doesn't say what it detects, who it's for, or how to run it, with only 16 stars and 0.1 days. A project with no stated purpose can't be evaluated, and running it without docs isn't advised; wait for the README and code. #Reverse Engineering#Hardware#Embedded

    Al-AzifC★16

  • D ShellShock Claims to connect models like GPT-6.1-Sol into Codex or VS Code with one command, but these model names don't exist; it's another free-quota relay of unknown origin that can expire anytime, so don't put it in your dev toolchain. #LLMs#CLI#APIs

    ShellShock — free AI models for your coding tools. One command sets up GPT-6.1-Sol or GPT-6-Astra in Codex or VS Code.

    theRizwanJavaScript★16

  • D ARTEX-main The README only says you can file issues and that it will be maintained, without saying what the project does at all. 84 stars with such a description is suspicious, and it can neither be evaluated nor used. #AI#Image Generation#APIs

    You can submit issues and optimization ideas; it will be maintained

    sharenjunGo★84

  • D quake-srp No description; the name suggests something Quake-related, but it is unclear whether it is a renderer, protocol implementation, or port. 53 stars with an empty description cannot be evaluated. #Games#Game Dev#quake

    terrapapagalli1516Rust★53

  • D glitch-skills Only says "Free skills from Glitch Cat Club," without stating which skills are included, who they're for, or how to install. There's too little information to judge value, and 14 stars shows no community feedback; with agent skills flooding in, such undocumented repos are best skipped. #Agent Skills#Prompting#AI

    Free skills from Glitch Cat Club

    Glitch-Cat-ClubPython★14

  • D Reverse-Engineer-anything Claims to 'reverse engineer anything with agents, from app behavior to native binaries', but the repo has no README content, no method, no examples—just a slogan. It's classic big-word packaging, and 14 stars show no real usage; for this kind of work you're better off finding specific plugins in the Ghidra/IDA ecosystem. #Reverse Engineering#AI Agents#LLMs

    Reverse engineer anything with agents, from app behavior down to native binaries.

    NabilRFG12Language unknown★14

  • D ongrid A 'platform' stacking big words like ontology graphs, retrieval, reasoning, decision-making, and zero-token verification, with no runnable instructions or clear purpose. A typical vision repo where you can't tell whose problem it actually solves. #RAG#Knowledge Base#AI

    ONGRID — Ontology-Native Graph · Retrieval · Inference · Decision. 3D knowledge graph + zero-token ZTC answer verification. by VIDRAFT.

    final-benchHTML★19

  • D holobricks A one-line intro saying 'Holo is built with blocks, based on the H Agents API' that never explains what Holo is or how to use it. It looks like an internal demo repo accidentally made public, with nothing actionable for readers. #AI Agents#3D#SDKs

    HoloBricks: Holo builds with bricks, on the H Agents API

    hcompaiTypeScript★14

  • D moe-ui-skill No description at all; only the name hints at some interface-style Agent skill. Such skill repos with assets but no usage have appeared in large numbers lately, and it is impossible to tell what problem it solves. #Agent Skills#UI Design#AI

    s1dashuLanguage unknown★15

  • D ARTEX The repo only says 'Autumn-27/ARTEX secondary development', without explaining what the upstream project does, what was changed, or how to use it. A derivative of someone else's project with no description of differences can't be judged, and the 53 stars are of unknown origin; checking the upstream directly is more reliable. #Automation#Plugins#SDKs

    Autumn-27/ARTEX secondary development

    RuoJi6Go★53

  • D avp-play The repo has no description, and the Swift plus project name does not reveal whether it is a Vision Pro app or something else, leaving readers to guess. 38 stars in a day with no verifiable information earns a low score under the rules. #iOS#macOS#Video#3D

    myMartekSwift★38

  • D MCD-happy-meal No README explanation; the name suggests another McDonald's creative-contest entry, and it is unclear whether it is an ordering tool or a mini-game. Several similar contest repos have appeared these days, so skip for now. #MCP#AI#E-commerce

    pan4585JavaScript★19

  • D cloud-agent An empty-description repo; a name like cloud-agent could mean anything, and without a README there is no basis for judgment, so it is not worth opening. #AI Agents#DevOps#APIs

    seekskyworldTypeScript★16

  • D mcd-save-master No README, and the name suggests a McDonald's creative contest entry, so there's no way to tell what it does. #MCP#AI#E-commerce

    yakioooPython★13

  • D PH-Downloader Nominally a download tool, yet the README talks about 'optimizing system performance', completely mismatched with the name and clearly template-stitched; 203 stars in 0.4 days indicates inflation. If it really is an adult-site downloader it carries copyright and compliance risks, with no real implementation evidence, so it can't be commercialized—skip. #Downloaders#Adult Content

    Ph Down is a professional desktop configuration utility that meticulously optimizes your system's performance by providing an unparalleled framework...

    LookoutBakerTypeLanguage unknown★203

  • D apple_watch_connector A Java project with no description at all, so it's unclear which end watch data syncs to, who it's for, or how pairing works. With information this thin it can't be evaluated, and the 14 stars can't be traced either; better to wait for the author to add usage notes and screenshots. #Hardware#Health#Android

    LordixDemonJava★14

  • D GeoINT A Python repo with no description; the name suggests geospatial intelligence, but nothing confirms it. 102 stars with not a single sentence of introduction, so treat it as unevaluable for now. #Data Analysis#Privacy#AI

    marouane53Python★102

  • D justin-sun-alan-shao-ai-notes Turns an interview into a full transcript plus planning prompts; it's a content collection rather than a tool, so it scores low by the rules. #Content Writing#Prompting#AI

    Justin Sun × Shao Ailun 4-hour conversation: full transcript + highlights + a one-click planning prompt for AI

    wousp112Language unknown★29

  • D Ads-Blocker A generic template described as 'block ads, focus on your workspace', with no extension code, manifest, or rule sources; 407 stars in 0.4 days is star farming. Ad blocking already has standards like uBlock Origin, and this repo has no differentiation, no maintenance evidence, and no compliant monetization—skip. #Browser Extensions#Plugins

    Ads Blocker optimizes your browsing experience by blocking intrusive ads on GitHub repositories and other platforms, ensuring a distraction-free workspace...

    PatchTechnicianLanguage unknown★407

  • D vitb-y24-competitive-coding-library A codebase from a school course competition with no README explaining inclusion criteria or usage, and no reusable tooling. Its 58 stars don't match the content, and there's no visible value for developers outside the course. #Learning#Code Quality#Collaboration

    akshay-kumar-being-infinityJava★58

  • D playgta5 A full-site mirror plus launcher bundle marketed as browser-based GTA5, but it's essentially distributing game assets. There's no technical content, and copyright and security concerns mean you shouldn't download or run it. #Piracy#Games#Downloaders

    Complete local browser-game snapshot with full mirror downloads, Windows launcher, and installation instructions.

    alihammoud21Python★14

  • D network-programming-starter A starter template for the INT1433 network programming course assignment, meaningful only to students enrolled in that course. It has no general tooling value, and the README adds nothing beyond that. #Learning#Networking#DevOps#docker

    Starter template for Network Programming (INT1433) assignment

    hungdn1701Dockerfile★16

  • D open-CoT A Python repo named open-CoT with no description, so it is unclear whether it is a dataset, training code, or notes. Chain-of-thought is already covered by much open-source work, and without explanation there is no reason to look. #LLMs#ML Research#Prompting

    minimAluminiumalismPython★15

  • D Discord-Server-Cloner Claims to replicate Discord server configurations in real time, but the description is all "professional desktop tool" template lines with no code; 302 stars in 0.4 days is star-farming. Cloning others' servers violates platform terms and invites scam-community use, with no credible users or monetization path; skip. #Automation#Social

    Discord Server Cloner is a professional desktop utility that optimizes server management by replicating existing configurations in real-time.

    BlendtrabulwarkLanguage unknown★302

  • D Discord-Quest-Completer The description is an empty template about optimizing user experience and automating repetitive tasks, with no commands or code details; 611 stars in 0.4 days matches the timestamps and star distributions of other star-farmed repos in this batch. Even as Discord task automation it would be a gray-area add-on violating platform terms with no commercialization, so it can't become a dependency and should be skipped. #Automation#Games#Productivity

    Discord Quest Completer optimizes user experience by providing a comprehensive solution to automate and streamline repetitive tasks within popular quests...

    VarnishSerpentBurnLanguage unknown★611

  • D Better-Discord Borrows the well-known Discord mod brand, but the README is empty 'config manager' talk with no code or plugin mechanism; 503 stars in 0.4 days is inflated. Real BetterDiscord already has a mature ecosystem, so this repo has no differentiation, no maintainer, and no compliant commercialization path — skip. #Plugins#Social#Crack

    Enhances productivity by streamlining your professional desktop software utility configurations with an innovative configuration manager that provides a...

    hyperrobinclashLanguage unknown★503

  • D Display-Fusion Built under the name of the paid multi-monitor tool DisplayFusion, with a README of generic "management efficiency" boilerplate and no implementation; 509 stars in 0.4 days matches the whole batch's star-farming pattern. An impersonating repo with no real users or code has zero commercial path and may spread pirated or malicious packages; skip. #Crack#Windows#Productivity

    Display Fusion optimizes desktop software utility configurations by providing a robust and efficient management system that enhances productivity without...

    ClawfitzfilterLanguage unknown★509

  • D StartAll-Back Impersonates the paid Windows Start menu tool StartAllBack, with a README of "optimize desktop configuration" template lines and no source; 409 stars in 0.4 days matches the batch's star-farming timestamps. A search-term traffic shell that can't monetize legally, has no dependency value, and may distribute malicious packages; skip. #Crack#Windows

    Startall Back optimizes desktop configurations by providing a comprehensive repository that streamlines your workflow and ensures an efficient computing...

    CoralFireRadialLanguage unknown★409

  • D KMS-Pico The README uses a generic 'optimize your professional desktop environment' template matching several repos in the same batch, and 614 stars in 0.4 days is clearly inflated. It's essentially a distribution shell for a Windows activation bypass with no source or implementation details, so it can't be commercialized compliantly or become a standard dependency, and may carry malicious payloads. #Crack#Activation Bypass#Windows

    Kms Pico Free optimizes your professional desktop environment by providing a tailored utility configuration that enhances workflow efficiency.' This...

    KindStatesmanLanguage unknown★614

  • D Portfolio_series A TypeScript repo with no description, apparently a personal portfolio series judging by the name. With neither explanation nor topic, its purpose can't be determined, and 75 stars is disproportionate to a repo just over a day old; such practice repos offer little reference value to others. #Web Frontend#Learning#UI Design

    SushmitadasariTypeScript★75

  • D mcd-breakfast-variety The repo has no description; judging by the name it looks like data or pages related to McDonald's breakfast items. Without explanation it's impossible to tell whether it's data organization, a script or a toy project, and the 15 stars can't be verified; better to wait for the author to add purpose and file structure. #Data Analysis#Learning#Documents

    TonywusuoweiLanguage unknown★15

  • D Fps-Booster-for-Windows 'FPS booster' tools often work by tweaking power policies or even planting malware, and the README only has 'manage resource utilization' template lines; 301 stars in 0.4 days is star-farming. Game optimization is a red ocean, antivirus flags it easily, and there's no evidence of real effect or a business path, so skip it. #Windows#Performance#Games

    Fps Booster For Windows" optimizes desktop performance by managing resource utilization efficiently to enhance user experience and productivity without...

    crystalrankdestroyLanguage unknown★301

  • D lycorine-public An Objective-C repo whose README never says what it does, with only a 'public' suffix hinting it might be a public version of some internal tool. With no description it can't be evaluated and isn't worth opening. #iOS#Reverse Engineering#Debugging

    hrtowiiObjective-C★26

  • D how-to-read-code The repo is named 'how to read code', but there is no README explaining its format, so it may be notes or an outline. Its value cannot be judged; treat it as a content repo. #Learning#Code Quality#Documents

    lichuangLanguage unknown★23

  • D Modern-FPS-Booster-2026-Win Another 'FPS optimization' settings collection with no scripts and no benchmark data, just a list of entries. Such tuning articles are everywhere on Windows, and the effect is mostly placebo. #Games#Performance#Windows

    FPS Tweaks is a collection of settings and optimizations designed to improve gaming performance. It helps increase FPS, reduce stuttering and optimize system and graphics settings for a smoother gamin…

    majestymagpiepatternLanguage unknown★74

  • D Discord-Server-Raider The README is a template line about an AI-driven server management solution, structurally identical to the star-farmed repos in this batch, with 605 stars in 0.4 days; the name itself points to a Discord server raiding or abuse tool, with no implementation or credentials. It violates platform terms, can't monetize compliantly, and can't become a dependency, so the stars are a false signal and we judge it a skip. #Automation#Social#Scams

    Discord Server Raider", an AI-driven solution designed to streamline server management tasks on GitHub without any mention of Apple or mobile devices; it...

    navyofficerpipeLanguage unknown★605

  • D AnyUnlock A repo impersonating a paid iOS unlock tool, with a README full of 'optimize your workflow' template text; 510 stars in 0.4 days matches the timestamps of the same star-farmed batch. No source, no implementation — essentially a download shell for traffic, possibly with malware; bypassing device locks is against the rules, so it can neither be commercialized nor become a dependency. #Crack#iOS#Activation Bypass

    Anyunlock optimizes your workflow by providing a comprehensive desktop utility configuration that streamlines processes and boosts efficiency without...

    passrhymegazeboLanguage unknown★510

  • D Windows-Optimizer 'Professional desktop software configuration optimization' is empty template talk, with no scripts or registry change list; 405 stars in 0.4 days fits the same star-farming batch. System optimization tools are already a red ocean and often flagged as PUA by antivirus, so it cannot become a dependency and has zero commercialization path — skip. #Windows#Performance#Scams

    Enhance your Windows performance with this professional desktop software utility configuration that meticulously optimizes system settings and streamlines...

    photonrajditchLanguage unknown★405

  • D Total-Commander Impersonates the paid file manager Total Commander, with a template description about 'managing multiple repos' unrelated to the real product; 504 stars in 0.4 days is inflated. No source or release, its only purpose is search traffic, and it can neither be monetized compliantly nor serve as a dependency — skip. #Crack#Windows#Productivity

    Total Commander is an advanced utility that optimizes workflow by providing a seamless interface to manage and navigate through multiple repositories...

    powderdiverpillarLanguage unknown★504

  • D Wondshare-Recoverit Impersonates the paid data-recovery software Wondershare Recoverit, with a README full of "scan and recover lost files" boilerplate but no implementation; 302 stars in 0.4 days is star-farming. Data recovery needs a real scanning engine, and this repo has nothing; illicit distribution can't monetize, so skip. #Crack#Backup#Productivity

    Wondshare Recoverit', a professional desktop software utility configuration that meticulously scans and recovers lost or deleted data files with...

    CashierFurnaceLanguage unknown★302

  • D RX-11-Audio-Editor Impersonates the paid audio-repair software RX 11, with a "comprehensive toolkit" template description and no repair algorithm or implementation; 299 stars in 0.4 days is star-farming. It rides professional audio search terms for traffic, can't be commercialized legally; skip. #Crack#Audio

    Revolutionizing audio editing and sound design with a comprehensive suite of tools, Rx 11 Audio Editor streamlines your workflow while providing an...

    ChartfitzturnLanguage unknown★299

  • D ultra-Iso Impersonates the paid imaging tool UltraISO and even calls itself a "pre-activated framework," clearly pointing to crack distribution; 302 stars in 0.4 days is star-farming. No source, a pure traffic shell with piracy and malicious-payload risk, zero commercial or dependency value; skip. #Crack#Windows#Activation Bypass

    Ultra Iso is a professional desktop software utility configuration that optimizes system efficiency by providing pre-activated framework for seamless...

    CoastFiscalDeflateLanguage unknown★302

  • D Adobe-Substance-3d Same name and type as the previous entry, with a README of "model complex materials, render photorealistic images" template text and no code; 303 stars in 0.4 days shows this is a mass clone. A duplicate impersonating repo has no independent value and can't be commercialized; skip. #Crack#3D

    Adobe Substance 3D meticulously models complex material compositions and renders photorealistic visuals in a professional desktop environment, providing...

    GoliathCuttlefishLanguage unknown★303

  • D Cubase Impersonates the paid DAW Cubase, with a README saying "revolutionize music production" but no audio engine or plugins; 300 stars in 0.4 days is star-farming. A piracy distribution shell with no technical contribution and no legal monetization; skip. #Crack#Audio

    Revolutionize your music production with this robust digital audio workstation and sound design suite - tailored to streamline workflows and deliver...

    HaircloboutiqueLanguage unknown★300

  • D Microsoft-Project Built under the Microsoft Project brand, with a generic "structured platform for planning tasks" description and no implementation details; 304 stars in 0.4 days matches the batch's star-farming timestamps. A traffic shell riding enterprise-software search terms, with no code, no users, and no way to commercialize; skip. #Crack#Collaboration#Productivity

    Microsoft Project offers comprehensive project management solutions by providing a structured platform to efficiently plan and execute tasks.

    HoopoeConnectorLanguage unknown★304

  • D Adobe-Substance-3d Impersonates Adobe's paid 3D material tool with empty phrases like 'seamless professional platform', no source or rendering implementation; 303 stars in 0.2 days is a star-farming signal. It rides brand searches with no real users, can't be monetized compliantly, and won't become a dependency—skip. #Crack#3D

    Adobe Substance 3D optimizes professional desktop software utility configurations by providing a seamless and comprehensive platform that unlocks infinite...

    PaceclomooringLanguage unknown★303

  • D Microsoft-Office Impersonates Microsoft Office with a README filled by the 'professional productivity suite' template and no implementation whatsoever; 304 stars in 0.4 days is star farming. Such shells usually point to pirated or malicious downloads, offering neither technical contribution nor a compliant business path—skip. #Crack#Productivity

    Microsoft Office optimizes professional desktop software utility configurations by providing a comprehensive suite of productivity tools that streamline...

    ParrotStapleLanguage unknown★304

  • D Microsoft-365 Impersonates the Microsoft 365 subscription service with empty phrases like 'comprehensive professional productivity suite' and no implementation; 204 stars in 0.4 days fits the same batch of star farming. It points to pirated or phishing downloads, with no technical value or business path—skip. #Crack#Productivity

    Microsoft 365 offers a comprehensive suite of professional desktop software utilities designed to streamline your workflow and enhance productivity.

    RapidsoelevatorLanguage unknown★204

  • D SketchUp-Pro Impersonates the paid modeling software SketchUp Pro, with a README full of phrases like 'enhance workflow and design precision' and no modeling kernel; 204 stars in 0.4 days is star farming. A pure brand-keyword shell with no code and no users, it can't be monetized—skip. #Crack#3D

    Enhance workflow efficiency and design precision with Sketchup Pro's robust desktop utility that meticulously streamlines complex modeling tasks to enable...

    SandstonecharepelLanguage unknown★204

  • D Microsoft-Visio Impersonates the paid diagramming software Visio with a README using the template phrase 'revolutionary professional diagramming experience' and no graphics implementation; 202 stars in 0.4 days is star farming. A traffic shell riding enterprise software search terms, with no code and no users—skip. #Crack#Documents#Productivity

    Revolutionize your professional diagramming experience with Microsoft Visio - a comprehensive solution that streamlines workflow and optimizes...

    ShellSupervisorLanguage unknown★202

  • D SolidWorks-CAD It impersonates the paid CAD software SolidWorks, with a README full of 'configure professional desktop tools' template lines unrelated to CAD; 309 stars in 0.2 days is star-farming. No source, no binary, just brand-keyword traffic bait with zero compliant monetization or dependency value, so skip it. #Crack#3D

    Solidworks Cad meticulously configures professional desktop software utilities to facilitate seamless task execution.

    attowarriorbondLanguage unknown★309

  • D Canva-Pro It impersonates a paid Canva Pro subscription, described with empty phrases about 'seamlessly integrating professional desktop tools' and no implementation; 301 stars in 0.4 days matches the batch of star-farming. It rides design-software search terms with no viable compliant monetization or dependency value, so skip it. #Crack#UI Design

    Integrates seamlessly with professional desktop software utilities to provide a streamlined design experience using Canva's advanced configuration...

    deepkiwiraidLanguage unknown★301

  • D loveYou A Python repo with no description, named like a common confession-script project. 88 stars with zero explanation looks like star farming or emotional sharing, and there is nothing to evaluate. #Scams#Social#Privacy

    iremcnarPython★88

  • D Uttorent Impersonates uTorrent with a template description about 'optimizing system performance and simplifying the interface' unrelated to a downloader; 201 stars in 0.4 days is inflated. It rides BT download search terms and likely bundles ads or malware, with no real implementation or business path — skip. #Downloaders#Piracy#Crack

    Uttorent is a professional desktop software utility configuration that optimizes system performance by providing a streamlined interface and enabling...

    ivoryvendorvalueLanguage unknown★201

  • D Instagram-Liker-Bot This claims to auto-like posts to boost engagement, but it's a platform-violating bot whose README only offers generic 'desktop productivity' filler with no API integration or runnable logic; 201 stars in 0.4 days is star-farming. It breaks Instagram's terms with high ban risk and no compliant monetization, so skip it. #Automation#Marketing#Social

    Enhances your Instagram presence by automating likes to increase engagement and visibility; a professional desktop software utility optimizing performance...

    WoodpeckerNoticeLanguage unknown★201

  • D rahulfirstrepo The description says it's the author's first repository, a personal practice project with nothing reusable. #Learning#Web Frontend#Productivity

    my first repo

    therahulexeTypeScript★24

  • D tungstenee Just the author's personal profile banner, a decoration rather than a tool, with no value to readers. #Social#UI Design#Images

    A short banner for my github profile

    tungsteneeLanguage unknown★18

  • D Discord-Nitro-Generator The name is literally 'Nitro generator', classic social-engineering/scam phrasing, yet the README says 'enhance server performance without coding'—self-contradictory; 404 stars in 0.4 days is star farming. Pure clickbait or poisoning with no real function and no commercialization path—must skip. #Scams#Social

    Discord Nitro Generator optimizes your server's performance by providing a comprehensive suite of features and enhanced capabilities without any coding...

    TremorBisonSurviveLanguage unknown★404

  • D Serato-DJ-Pro A software download page borrowing the Serato name, with an SEO filler description and neither code nor feature documentation. A typical squatted traffic-funnel repo whose star count badly mismatches its content, so skip it outright. #Scams#Audio#Marketing

    Intuitive and professional DJ software utility that optimizes your mixing experience.

    driftcuttlefishjumpLanguage unknown★99

  • D Adobe-Photoshop A repo bearing the Adobe Photoshop name whose description is software marketing copy rather than project documentation, almost certainly pirated distribution or traffic bait. 100 stars appearing within a day is clearly abnormal, so don't download it. #Piracy#Scams#Images

    Adobe Photoshop: A comprehensive desktop application that facilitates professional digital image editing and manipulation tasks with unparalleled precision.

    eternalkaisercraft45Language unknown★100

  • D AOMEI-Backupper A traffic-funnel repo borrowing the AOMEI Backupper name, with a software marketing description and no implementation. It follows the same pattern as several impersonating repos in this batch, so its star count isn't trustworthy. #Scams#Backup#Marketing

    Aomei Backupper optimizes your desktop experience by offering seamless data backup and restoration solutions without relying on complex technicalities or...

    fuserainday80Language unknown★117

  • D VoiceMod A repo misusing the Voicemod name, with a templated software description and no code or docs. Like several impersonating repos in this batch, it's star-farming traffic bait. #Scams#Speech#Marketing

    Voicemod optimizes desktop software utilities with a unique configuration system that streamlines workflow and enhances overall performance without using...

    hubdragonminaretLanguage unknown★103

  • D ExitLag A repo impersonating ExitLag with an obvious SEO filler description and no code. 198 stars on a repo created four hours ago is just star-farming traffic bait, so ignore it. #Scams#Marketing#Networking

    Exitlag optimizes your professional desktop software utility configuration by providing a unique, organic SEO description tailored to avoid templates and...

    floorsmokepullLanguage unknown★198

  • D cs2 The title is literally 'CS2 skin changer', a game cheat, so it's scored low by rule. Such projects usually bundle binaries of unknown origin, with account bans and device risks borne entirely by the user; there's no legitimate use case and it's not worth ten minutes. #Game Cheats#Games#Windows

    🔥 CS2-Skin-Changer-2026

    VanquisherFoyerHTML★20

  • D Quicken-Deluxe The title and description are all generic software SEO phrasing; it's actually an empty shell squatting on the Quicken name for traffic, with no verifiable code or docs. 99 stars in 0.4 days is typical star-farming. It has nothing to do with official Quicken; don't download anything from it. #Fintech#Scams#Windows

    Quicken Deluxe is a professional desktop software utility meticulously designed to manage your personal finances efficiently.

    BlueProvostCrushLanguage unknown★99

  • D Avid-Media-Composer A placeholder repo borrowing the Avid Media Composer name, with template lines like "revolutionize post-production workflows" and no actual feature description or code. 103 stars in 0.4 days matches the same batch's star rhythm, a mass star-farming traffic play with no usable value. #Video Editing#Scams#Windows

    Revolutionize professional video and audio post-production workflows by utilizing this dedicated software utility configuration designed specifically to...

    BowyerSqueezeLanguage unknown★103

  • D BorisFX A traffic repo under the BorisFX plugin name, with descriptions full of "revolutionize your editing workflow" boilerplate, no install method, no code, and no explanation of any relation to the official product. 198 stars in 0.4 days is clearly abnormal, a name-squatting star-farm; don't download it as a plugin. #Video Editing#Plugins#Scams

    Revolutionize your video editing workflow with the robust Borisfx plugin solution - a sophisticated tool that optimizes transitions and effects to...

    ChunkPoolChainLanguage unknown★198

  • D Auslogics A traffic repo squatting on the Auslogics name, stuffing terms like audio workstation and sound suite into the description with no verifiable features. 116 stars in 0.4 days is highly similar to the same batch, mass star-farming unrelated to the official product; don't download. #Audio#Scams#Windows

    Revolutionize your audio production with Auslogics - an innovative digital audio workstation and sound design suite that streamlines workflow without...

    DemonsemarvelLanguage unknown★116

  • D Adobe-After-Effects A placeholder repo named as an After Effects plugin, with "revolutionize video projects" template lines, no code, no install instructions, and no stated relation to Adobe. 101 stars in 0.2 days is mass star-farming traffic; don't download or install it. #Video Editing#Plugins#Scams

    Revolutionize video projects with this advanced post-production plugin solution that seamlessly integrates screen recording and VFX capabilities into a...

    EmirOvercomeLanguage unknown★101

  • D Autodesk-CFD A traffic repo borrowing the Autodesk CFD name, with only empty phrases like "uniquely and organically optimize professional desktop software configuration," no feature description or code. 198 stars in 0.4 days lines up neatly with the same batch, a star-farmed placeholder unrelated to the official product. #Science#Scams#Windows

    Autodesk Cfd optimizes professional desktop software utility configurations with a unique and organic approach.

    FrequencySheikhLanguage unknown★198

  • D KMSAutoNET A Windows/Office activation bypass tool under the KMS name, with its description stuffed with years and search keywords. It falls under cracking/activation, so it's scored low by rule; an executable of unknown origin also carries security risk, and no one should use it to set up a system. #Crack#Activation Bypass#Windows

    KMSAuto Net 1.8.7 is the offline unlock kit: windows 11 free, kmsauto get, kms auto 2026, office unlock, key management service. Jan 3 2026 pin. Windows 10/11 x64.

    MapPantherChimney25C#★26

  • D Autodesk-Revit A placeholder repo borrowing the Autodesk Revit name, with a description that's just the template phrase 'professional desktop software tool', no code, no install instructions, and no stated relationship to the official product. 115 stars in 0.4 days matches the rhythm of the same batch—star farming for traffic. #3D#Scams#Windows

    Autodesk Revit is a professional desktop software utility that meticulously designs and manages complex architectural models with ease.

    MortalGoldsmith40Language unknown★115

  • D AnyDesk A traffic-farming repo using the AnyDesk name, with an empty description like 'simplify complex configuration and improve the overall experience' and no actual code or docs. 119 stars in 0.4 days is exactly in sync with the same batch—bulk star farming, unrelated to the official remote desktop product. #Scams#Windows#Network Security

    Anydesk optimizes your professional desktop environment by providing a streamlined utility that simplifies complex configurations and enhances overall...

    Ninjaclaplunder36Language unknown★119

  • D Sylenth-1 A placeholder repo named after the Sylenth1 synth, its description piling on marketing words like 'highly configurable' and 'unlock unprecedented workflows', with no code or licensing info. 201 stars in 0.4 days is clearly abnormal—name squatting and star farming; don't download any files from it. #Audio#Scams#Windows

    Sylenth 1 optimizes professional desktop software utilities by offering a seamless and highly-configurable platform that unlocks unprecedented workflow...

    PatrolHeroVoidLanguage unknown★201

  • D Adobe-Illustrator A placeholder repo named after Adobe Illustrator, with a generic description like 'professional vector graphics editing', no code, and no explanation of any relationship to the official product. 101 stars in 0.2 days matches the same batch's star rhythm—star farming for traffic; don't download. #Images#Scams#Windows

    Adobe Illustrator is a professional desktop software utility designed to provide seamless vector graphics editing and creation capabilities.

    PortalPikemanLanguage unknown★101

  • D ArchiCAD A placeholder repo borrowing the ArchiCAD name, with template phrases like 'optimize workflow, professional streamlined desktop tool configuration', no code and no install instructions. 119 stars in 0.4 days is exactly in sync with the same batch—bulk star farming for traffic, unrelated to the official product. #3D#Scams#Windows

    Archicad optimizes your workflow by providing a professional and streamlined desktop utility configuration.

    ViceAdvocateLanguage unknown★119

Show HN 3

A

It gives CLI agents like Claude Code and Codex a visual feedback channel to draw arrows, boxes, and text on the Mac screen, solving the real pain that agents can't point at things for people; 364 points plus 444 stars is the strongest dual-source signal in this batch. It could distribute through the agent-skill ecosystem or offer a paid team collaboration layer, with the risk of being swallowed by system-level screenshot and annotation features.

#AI Agents#Agent Skills#macOS#CLI

▲364

B

It continuously archives carrier configurations and baseband parameters for iPhone, Pixel, and Galaxy with decoding notes, filling the long-standing gap of no public documentation for carrier profiles; 189 points shows this black box is a real long-term pain point. It could sell data or a subscription API to phone makers, carriers, and security researchers, but the author admits assumptions remain unverified, the audience is narrow, and data verification costs are high.

Showing off carrier-explode, one of my side projects that continuously archives carrier settings for all major phone brands. carrier-explode also contains decoders and explanations for all the common …

#Reverse Engineering#iOS#Android

▲189

B

Rebuilds Mozilla's discontinued Orbit summarizer extension as a fully local version using Ollama and WebGPU/Transformers.js inference, hitting the privacy pain of summaries being uploaded; 62 points and 75 stars is mild early traction. The path is paid privacy-focused browser extensions or enterprise deployment, with risk from built-in browser AI summaries and still-rough local model quality.

Hey everyone! Last year, Mozilla released Orbit, an AI-powered browser summarizer hosted on a GCP server. After people started digging into the extension, they discovered things like backend endpoints…

#Privacy#Browser Extensions#LLMs

▲62

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