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09.29 Today's Picks

334 new projects found today, 203 rated.

Created 2026-09-27 – 2026-09-29Fetched 600Filtered 50Rated 40

S · Look today

S

PrunedCTC

yfyeungPython

Cuts the activation memory of CTC loss from growing linearly with vocabulary size while keeping the loss and first-order gradients equivalent, directly benefiting large-vocabulary speech recognition training; the claim is small and the description accurate. The limit is that conclusions come from a single setting with no empirical comparison against mainstream CTC implementations.

Memory-efficient CTC loss with exact loss and first-order gradient equivalence under vocabulary reduction, and activation memory that no longer scales linearly with vocabulary size.

#ML Research#Speech#Performance#ctc

★15

A · Worth watching

A

oxbox

unjsTypeScript

A small JS/TS/JSX parse-and-transform library from unjs that wraps oxc in a portable API, for people writing build plugins and codemods. The scope is small and clear and the description doesn't oversell; the limitation is that it's very early, with compatibility with the babel/swc plugin ecosystem unstated.

🐂 Tiny, portable JS library for parsing and transforming JS/TS/JSX, powered by oxc

#Build#Code Quality#Web Frontend#oxc

★24

A

BaryBind

xl-tang3Python

Research code framing multimodal alignment as a Wasserstein barycenter problem, credited as a NeurIPS 26 Oral and aimed at researchers in multimodal fusion; the wording is precise and the idea concrete. The limit is paper-level code lacking reproduction scripts and baseline comparisons, so whether it runs remains to be seen.

(NeurIPS 26 Oral) Binding Multiple Modalities via Multimodal Wasserstein Barycenter

#ML Research#Multimodal#neurips

★15

A

nesterm

kathocJavaScript

It renders NES games as ASCII in the terminal, doing one thing cleanly and playable once installed, suited to terminal toy enthusiasts and those wanting to read a small emulator implementation. The limitation is limited practicality once the novelty wears off.

Play NES games as ASCII art in your terminal

#Terminal#CLI#Games#nes

★36

A

action-dist-verify

kofiadeyemiqTypeScript

It rebuilds JS Actions pinned in workflows and compares the committed dist against source, filling exactly the supply-chain poisoning gap, usable with one command in CI. The limitation is that it only covers JS Actions and the community hasn't validated it yet.

Rebuild the JavaScript GitHub Actions your workflows pin and check that their committed dist matches the source.

#CI#App Security#Build#github-actions

★13

A

shellstrict

kofiadeyemiqGo

It adds a check ShellCheck doesn't cover to shell scripts: missing set -euo pipefail, and no trap cleanup after mktemp. People writing CI pre-hooks will want to try it—small scope, honest description, easy to install as a Go single binary. The limitation is narrow capability, with shellharden already covering the strict-mode part; 13 stars don't yet show real usage.

Lint shell scripts for missing strict mode and for mktemp files with no trap cleanup, complementing ShellCheck.

#CLI#Code Quality#Automation#shellcheck

★13

A

heapspace

kkokosaJavaScript

It uses Three.js plus ClrMD to render .NET memory dumps as a browsable spatial map, running locally without dotMemory—worth a look for those hunting managed heap leaks. Whether the visualization is really faster than tables remains unproven.

Heapscape: a local Three.js and ClrMD explorer for .NET memory dumps

#Debugging#3D#Data Analysis#dotnet

★13

A

booking-truth

B0ykoPython

Judges AI scheduling agents by final calendar state rather than conversation logs, with fault injection, pass^k, and false-success-rate metrics, plus a constrained scheduling implementation. It offers a rare acceptance-testing perspective for people shipping agents, limited to scheduling-type tasks.

Tests any AI appointment-setting agent on the calendar's end state, not its transcript: fault injection, pass^k, false-success rate. Ships a guarded Cal.com / Google Calendar / HubSpot booking agent.

#AI Agents#Testing#Benchmarks#Automation

★12

A

taskdistill

B0ykoPython

Distills an expensive LLM call into a small local model: capture traffic, clean it, LoRA on MLX, evaluate against the teacher, then fall back via an OpenAI-compatible cascade. The pipeline is complete and clearly explained, suited to individual developers cutting inference costs; it is only convenient on Apple Silicon.

Distil an expensive LLM API call on a narrow task into a small local model: capture traffic, curate, LoRA fine-tune with MLX on Apple Silicon, evaluate against the teacher, and serve an OpenAI-compati…

#LLMs#ML Research#Performance#macOS

★17

A

anotherworld-zx-spectrum-48k

antirezC++

A genuine port of the Another World virtual machine to the 48K ZX Spectrum, complete with intro, a very narrow but very hard concrete achievement. Worth a look for retro computing and game porting fans; the limitation is a tiny audience and a high barrier to entry.

Actual VM implementation of Another World game, with intro

#Game Porting#Games#zx-spectrum#anotherworld

★17

A

price-check

vivek-v-raoPython

Aligns and validates OHLCV data across multiple market sources, offering adjusted returns, deviations and a consensus dataset to help quant and backtest people catch dirty data. The scope is narrow and the problem concrete rather than yet another framework; the limit is that it only covers the validation step, is one day old, and does not yet say which exchanges it supports.

Cross-provider market data validation for OHLCV prices, adjusted returns, discrepancies, and consensus datasets.

#Data Analysis#Fintech#APIs#ohlcv

★15

A

bluewake

chrissotraidisC

Runs The Wind Waker natively on iPhone/iPad, hard work on the static recompilation route and new for the GameCube porting scene. The one-line description is honest enough; the limitation is that it relies on your own game data and iOS sideloading is a high barrier.

The Legend of Zelda: The Wind Waker, running natively on iPhone and iPad.

#Game Porting#iOS#Games#Reverse Engineering#zelda

★19

A

shahrah

rs-alirezaRust

A proxy that does geo-sharding at the Postgres protocol layer: sharding by key, read/write splitting, and online migration of a key to another region, all without changing drivers. Attractive for data-compliance teams, but whether it actually works needs verification.

A PostgreSQL proxy that keeps each user's data in their own region. Shards by a key you name, splits reads from writes, pools connections, and moves a key between regions while the application keeps r…

#Databases#Networking#Self-Hosted#postgres

★35

A

geometry-as-address

zju3dvLanguage unknown

A paper repo from Zhejiang University 3DV that treats geometric positions as addresses and routes attention to visual memory for long-sequence camera-controllable video generation; the topic and direction are clear and worth following. The limit is that only paper-level explanation exists so far, with no code or weights, so it cannot be used soon.

[ARXIV 2026] Geometry as Address: Routing Attention to Visual Memory for Long-Horizon Camera-Controlled Video Generation

#ML Research#Video#Image Generation#arxiv

★12

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

BHas a spark38
  • B xss-specialist A continual-learning XSS detector that uses the KEV list as admission and verifies findings with browser execution, turning AI vulnerability claims from guesses into reproducible evidence for bounty and pentest automation budgets, with 116 stars in 1.2 days showing good momentum. It could sell an API or integrate into pentest platforms, but general agents plus browser automation already cover most cases, so it must stand on accuracy benchmarks. #App Security#AI Agents#Testing

    KEV-gated continual-learning XSS specialist with execution-authoritative browser verification

    SecFathyPython★116

  • B jeff A fine-tuned zero-shot text classification model meant to replace frequent classification API calls, drawing 219 stars in 0.3 days and showing strong developer demand for low-cost local classification driven by bills and data egress. It could become hosted inference or a classification SDK, but general embeddings plus few-shot prompting already cover most cases, and the casual naming and questionable reproducibility mean benchmark data is needed. #AI#ML Research#Data Analysis

    Fine-tunes of Qwen3.5 and Gemma 4 for zero-shot classification

    firelexPython★219

  • B casita A content-addressed object store in Rust from the Cachix team that can serve as a build cache, artifact repository and deduplicating storage base. 60 stars in 1.9 days is modest, but the company behind it has a clear path: become a standard dependency in the CI/build ecosystem, then monetize a hosted service. The risk is mature alternatives like casync and cloud vendor artifact stores. #Databases#DevOps#Self-Hosted#Build

    A content-addressed object store, written in Rust.

    cachixRust★60

  • B iterleak It statically checks for goroutine leaks from uncalled iter.Pull stops, targeting a new pitfall introduced by Go 1.23 iterators—a small, precise cut. The audience is limited to iter package users, and it only pays off once wired into CI. #Code Quality#Debugging#Performance

    Go analyzer that reports iter.Pull and iter.Pull2 calls whose stop function can go uncalled and leak a goroutine.

    kofiadeyemiqGo★13

  • B system-design-trainer A system-design interview whiteboard tool with a real-time capacity estimation model, closer to the real interview process than pure problem drilling, drawing 93 stars in 1 day during job-hunting season. Mock-interview subscriptions or training lead generation offer a clear monetization path, but educative, Exponent and interviewing.io already have mature offerings, so it must differentiate through the real-time model and interaction. #Learning#Jobs#Collaboration

    Whiteboard for practicing system design interviews with a live capacity model

    santtiago49TypeScript★93

  • B mixtape An app store for OnionOS on the Miyoo Mini Plus, letting you browse, install, and update community ports over Wi-Fi, saving manual file copying. The audience is small but real. #Games#Downloaders#Hardware#onionos

    App store for OnionOS on the Miyoo Mini Plus: browse, install and update community ports over Wi-Fi. Built by Claude.

    snyderman3000Go★12

  • B CnC-FPS-Unlocker Unlocks Red Alert 3, C&C3 and Kane's Wrath above 30 FPS while keeping normal game speed, a specific small fix rather than a cheat that old players benefit from immediately. Compatibility with the Tacitus mod platform is a plus; the limitation is that it only covers three old titles. #Games#Windows#Performance#red-alert

    Run Red Alert 3, C&C3 Tiberium Wars and Kane's Wrath above 30 fps at normal game speed. Works with Tacitus.

    TheeHorseC#★14

  • B byterange It focuses solely on RFC 9110 Range parsing and limits range counts and multipart amplification attacks, a rarely handled detail in Go file serving; restrained in scope and accurate in description, but the standard library plus a few lines could do it too. #Network Security#APIs#SDKs

    RFC 9110 HTTP Range parsing and serving for Go, with limits on range count and multipart amplification.

    kofiadeyemiqGo★14

  • B seiso Defines a Markdown spec and linter for AI-generated project documentation, addressing the new problem that neither humans nor agents can read AI docs well, with 115 stars in 1.4 days reflecting a real pain point for AI-heavy teams. If it becomes a de facto CI standard it could support team subscriptions, but the need is still new and may be absorbed directly by documentation frameworks or native IDE rules. #Code Quality#Documents#AI

    A Markdown convention and linter for project docs written by AI and read by humans and agents

    scarletkcRust★115

  • B go-acs A single-binary TR-069/CWMP ACS with embedded SQLite for managing ONTs and FTTR hosts: view status, change config, run diagnostics. Self-hosted ACS has long had only GenieACS as an option; this is precisely described and easy to deploy, suited to home-network tinkerers. #Networking#Self-Hosted#DevOps#IoT

    Single-binary, zero-external-middleware TR-069/CWMP ACS (Go + SQLite): manage ONTs and FTTR hosts — view info, change config, run diagnostics, manage sub-devices and terminals

    hakureiyuyukoGo★8

  • B tekken3-expanded Puts all 18 Tekken Tag Tournament characters into Tekken 3, playable in every mode with matching moves, a substantial mod. The catch is you need the original disc and arcade ROM, so the install bar is high. #Games#Reverse Engineering#Game Dev#tekken-3

    The 18 Tekken Tag Tournament characters in Tekken 3: playable in every mode and fought by the CPU. Tekken 3's cast can use their TTT movesets. Built from your own Tekken 3 disc and arcade ROMs.

    omarmaC++★15

  • B papermono-shopping-list An e-paper shopping list firmware with a FastAPI service and phone web sync, corroborated across GitHub's 140 stars and HN's 127 points, with the author saying the family uses it daily. It could become an M5Stack template or paid kit, but it remains a single-scenario personal project, and maintenance and category expansion will decide whether it moves from demo to reusable product. #Hardware#IoT#Productivity

    E-paper shopping list for the M5Stack PaperMono, with a FastAPI server and phone web UI

    seamuscC++★140

  • B tiny-classifiers Distills a 17M text classifier from large-model labels, trains in a minute, and quantifies when it beats an API, targeting cost and data-privacy pain points with a tutorial and 10-task results. It could become classification-as-a-service or an embedded SDK, but general embeddings plus few-shot prompting already cover most cases, so credible benefit data is needed. #ML Research#LLMs#Benchmarks

    Train a 17M-parameter text classifier in a minute, with labels from a big AI model, and know when it beats an API. Recipe, tutorial, results on 10 tasks, phone trainer.

    MaximeRivestJavaScript★63

  • B st8ks A cross-platform Kubernetes desktop client whose selling point isn't another GUI panel but actively pointing out what's broken in a cluster and guiding fixes. The author has a reputation for terminal tools and the description is restrained; it faces direct competition from Lens, Headlamp and Aptakube. #DevOps#Monitoring#macOS#Linux#Windows

    A fast Kubernetes desktop client for Linux, macOS and Windows that finds what is broken and helps you fix it

    bjarneoGo★15

  • B aztree Parses Azure bills to explain cost composition, targeting FinOps as a real enterprise paid pain point, with 56 stars in 0.8 days showing decent growth while Azure billing is complex and official attribution is weak. It could be SaaS with savings-based pricing or consulting lead generation, but existing tools like Azure Cost Management and Infracost already cover ground, so it needs differentiation in anomaly detection and attribution granularity. #Data Analysis#DevOps#Monitoring

    Understand Azure billing

    milanmPython★56

  • B ufo-core Positions itself as a business agent operating system aiming to unify enterprise process automation, a direction with clear budgets but an extremely crowded field. Momentum is modest at 81 stars in 1.7 days, with no unique data, channel or deployment cases; without top-customer endorsement it will struggle to become a standard dependency against orchestration frameworks and big-vendor platforms. #AI Agents#LLMs#Automation

    Business agent operating system

    ufo-aiPython★81

  • B nestjs-quota A NestJS library for API quotas and usage metering, clearly positioned to fill the gap where Throttler handles rate limiting but not metering. Small teams can pick it up directly, but with only 8 stars and no integration examples or load tests, the production-grade claim is unsupported. #APIs#DevOps#Monitoring#Performance

    Production-grade API quota enforcement and usage metering for NestJS

    Silent-WatcherTypeScript★8

  • B arc-draw It narrows SAP architecture diagrams: describe in natural language, and an MCP service places BTP components using official icons and connection syntax. A must-have little tool for SAP solution architects, restrained in scope and honest in description; the limitation is that its audience is almost only that group. #MCP#AI Agents#UI Design#sap

    ARC-DRAW is an SAP-aware Model Context Protocol (MCP) server for SAP Solution Architects. You describe an architecture in plain language; the AI agent places the correct SAP BTP icons and follows the …

    etosinTypeScript★9

  • B commander-mangen It generates man pages including subcommand options from commander.js programs, filling a small gap in shipping Node CLIs, with a clear scope; but scattered similar scripts already exist, so whether it's worth a look depends on whether you actually ship man pages. #CLI#Documents#Build#commander-js

    Generate man pages from a commander.js program, including every subcommand's options.

    kofiadeyemiqTypeScript★15

  • B private-diary A fully offline calendar-style private diary as a PWA plus Android APK, with no accounts and no network, aimed at people who just want local storage; the description is clear and not oversold. The limit is that local diary apps are plentiful, and encryption and sync details are not covered, so there is no clear reason to pick it. #Privacy#Android#Productivity

    A fully offline, calendar-style private journal — PWA + Android APK. No account, no network, bilingual (中文 / English).

    wxk66HTML★8

  • B Rapid-CRM An open-source billing and subscription analytics dashboard for Shopify app developers, covering plans, usage billing and MRR/churn with a restrained scope. It saves independent Shopify app builders from building their own billing backend; the main risk is that connecting to the Partner API is unverified. #E-commerce#Fintech#Self-Hosted#shopify

    Open-source billing and analytics platform for Shopify apps: plans, subscriptions, discounts, usage-based billing, and MRR/churn/LTV analytics from Shopify Partner data

    The-Rapid-AppsTypeScript★8

  • B magaza-mcp An MCP server managing listing metadata for both App Store Connect and Google Play, convenient for indie developers shipping on both platforms; the scope is restrained and the naming honest. But the docs are entirely in Turkish and the repo is only half a day old, so it's unclear whether review and release flows are covered; the closest alternatives are fastlane and the two official APIs. #MCP#iOS#Android#APIs

    Tek MCP sunucusu, iki mağaza: App Store Connect + Google Play. Tamamen Türkçe.

    tunaarikayaTypeScript★8

  • B airsup-lab Disassemblable procedural 3D models of a fusion reactor, Raptor engine, and F1 car in the browser, aimed at science display and Three.js learners, selling the ability to take things apart rather than flashy rendering. The limitation is that detail and physical plausibility are unstated, making it more portfolio than reusable library. #3D#Web Frontend#Learning

    Machines you can take apart in your browser: fusion reactor, Raptor 3, Cybertruck, humanoid, black hole, fighter jet engine, F1 car, drone. Three.js, procedural, real physics.

    AirsupHQTypeScript★9

  • B testdrive3-enhanced It makes an SDL3 native port of 1990's Test Drive III, adding resolution and view distance—a sizable effort, honestly described; but you must supply the original assets and compile it yourself, and similar retro ports are already plentiful. #Game Porting#Reverse Engineering#Games

    Enhanced native SDL3 port of Test Drive III: The Passion (1990) - smooth high-resolution 3D view, longer draw distance, smooth steering

    kylofonC★11

  • B openOMSI Claims to rewrite OMSI 2 from scratch in Rust while staying compatible with all maps and mods, requiring only a legitimate copy of the base game. The direction is tempting, but claiming full compatibility a day after the repo was created is nearly impossible to deliver, more a vision post. Check whether a runnable build exists before spending time. #Game Porting#Games#Reverse Engineering#rust

    OMSI 2 recreated from scratch in Rust, compatible with every map and mod (requires the original OMSI 2)

    turbo-devvRust★42

  • B cf-mp3-player A small C embedded hardware player for MP3/WAV/FLAC using CF cards as storage, of reference value to people working with microcontrollers and audio decoding. The limit is heavy hardware dependence with no schematics or bill of materials, making it hard for others to reproduce. #Embedded#Audio#Hardware

    A simple MP3/WAV/FLAC player using CF card

    will127534C★13

  • B minimax-h3-lora-colab-skill It packages MiniMax H3 LoRA training as an installable Codex skill running on Colab, with a clear goal and concrete steps; but the audience is very narrow, it depends on a specific model and compute, and it's just a thin layer of glue. #AI#Agent Skills#ML Research#Video

    Installable Codex skill for training MiniMax H3 Ref2VA LoRAs on Google Colab

    killkliPython★15

  • B wondersnap A 200,000-particle model driven by MediaPipe hand gestures and hand-written WebGL2 rendering, playable on open, usable as an interactive graphics reference. But the repo does not describe reusable interfaces; it is essentially a single demo page, and all you can take away is rendering technique. #3D#Web Frontend#GPU

    Gesture-controlled 3D models made of 200k glowing GPU particles. MediaPipe hand tracking + hand-written WebGL2, runs in the browser.

    AkbarSheikh-debugJavaScript★33

  • B PyGroup3r A Python rewrite of Group3r for AD group policy enumeration; the author has standing in the security community and it's useful for red teams. But there's only a one-line description with no differences from the original or usage, so for now it's just a source repost. #App Security#Exploits#Windows

    Group3r but in Python

    S3cur3Th1sSh1tPython★21

  • B snap A small tool that makes you vanish from Google Meet with a snap, triggered by microphone detection of a pop. The idea is fun and the implementation clean, but its usefulness is narrow—a few uses per meeting at most—making it a good-looking demo. #Browser Extensions#Audio#Productivity#google-meet

    vanish from google meet with a finger snap mid meeting

    deniza-pngJavaScript★16

  • B handdrawn-diagrams A Codex skill for hand-drawn-style technical diagrams with an Excalidraw look and local PNG rendering, with a specific direction. But similar drawing skills have clustered lately, results depend entirely on prompts, and the repo itself offers no evidence. #AI#Agent Skills#Images#excalidraw

    Chinese hand-drawn technical mechanism diagram Codex Skill: Excalidraw style, few words, clear hierarchy, with a local PNG renderer.

    lishuangqiangJavaScript★10

  • B smartatelier Local inventory for electronic components and 3D printing filament, with photos, videos, colors, and project links, plus a mention of AI assistance with human verification. The target is concrete (small maker studios), but a spreadsheet could do the same job, and the AI part only adds complexity. #Hardware#3D#Images#Databases

    Inventaire local de composants électroniques et filaments 3D : photos, vidéos, couleurs et projets avec assistants IA et validation humaine.

    Coben-3dTypeScript★14

  • B OpenCrossing-Xbox A native Xbox port built on the Animal Crossing GameCube decompilation, with real engineering effort and technical difficulty. Worth a look for console reverse-engineering and porting fans, but it is currently WIP with no playable build or build instructions, so ordinary developers cannot use it. #Game Porting#Games#Reverse Engineering#xbox

    Native original Xbox port of Animal Crossing (GameCube decomp)

    GabeConwayC★12

  • B MoniVol A macOS menu bar utility that adjusts volume for external HDMI/DP monitors via DDC, with a clear scope and honest naming. The problem is real, but MonitorControl and BetterDisplay already cover the same need, and 8 stars hardly shows a difference. #macOS#Audio#Productivity

    Free, lightweight macOS menu bar app that enables system volume control for external HDMI and DisplayPort displays.

    GelivSwift★8

  • B genpark-speculative-decoding-verifier-skill A verifier for draft-target speculative decoding with rejection sampling, acceptance-rate telemetry, and speedup estimation, aimed at teams running their own inference. The technical points are concrete, but the audience is very narrow, it is packaged as an agent skill, and install steps and benchmark data are missing. #LLMs#Performance#ML Research

    Draft-target model speculative decoding verification engine with rejection sampling, acceptance rate telemetry, and dynamic speedup ratio estimation.

    Alpha-ParkPython★8

  • B arena-skill Has Claude generate hundreds of strategies for the same task and pit them against each other to pick one, distributed as a Claude Code skill. The idea is entertaining and thought-provoking, but it is essentially prompt orchestration, and the fight-style marketing tone outweighs any explanation of results. #Agent Skills#LLMs#Prompting

    When Claude keeps giving you bad answers, make 100 versions of it fight to the death. Same task, 100 different strategies, a bracket, one answer left. Free Claude Code skill.

    JakeschincariolPython★45

  • B craftsail-growth A self-hosted AI SEO dashboard that tracks how ChatGPT, Perplexity and others mention your brand. The problem is genuinely new and commercial equivalents are mostly paid, but the intro is a stacked feature list full of growth talk and hasn't proven it can actually capture answer citations. #Marketing#Self-Hosted#LLMs#AI

    Self-hosted GEO & AI SEO dashboard. Track how ChatGPT, Claude, Gemini, Perplexity, DeepSeek and more mention and cite your brand, compare share of voice with competitors, audit your site for AI crawle…

    craftsailGo★8

  • B Apple-Tiles It assembles Bad Apple animation from multiple synchronized Win32 windows, cleanly implemented and described in one line. "Bad Apple running on X" is already a fixed meme, so it's more spectacle than utility. #Windows#Animation#Games

    A recreation of the classic **Bad Apple!!** effect rendered as an animated mosaic of apples, using multiple synchronised Win32 windows.

    drJhonatan00Rust★29

COrdinary68
  • C blueprint-animation Uses a Claude skill to generate blueprint-style before-and-after animations that help designers show clients or employers the value of a UI redesign, with 270 stars in 1.1 days showing real demand for presentation content. It could be a paid skill or design-marketing SaaS, but Lottie and Figma's official capabilities already occupy the motion-display space, and a single skill is easily absorbed into general video collections. #Agent Skills#UI Design#Animation#LLMs

    Claude Design skill: animated before → after UX redesign, explained step by step through a blueprint drawing. By @moguzbulbul.

    moguzbulbulJavaScript★270

  • C Naive-N0.5-Flash Releases open MoE weights with 309B total and 15.5B active parameters, focused on coding and AI R&D, with utility depending on real benchmarks. Only 109 stars in 1.4 days shows the community did not treat it as a major launch; hosted API and private deployment face Qwen, DeepSeek and GLM already pushing price-performance very low, leaving little differentiation to become a standard dependency. #LLMs#ML Research#AI

    Naive-N0.5-Flash is an open-weight 309B MoE model with 15.5B active parameters, built for coding and AI R&D.

    NaiveAI-LabsPython★109

  • C awesome-claude-video-skills Organizes 180 repositories for making videos with coding agents by type with security ratings, drawing 186 stars in 1.8 days as an entry point for the fragmented agent-video ecosystem, with manual curation as momentum backing. As a hub it can funnel traffic to its own reviews or tool services, but a pure list is hard to monetize; the ecosystem changes fast, maintenance is costly, and official awesome lists or tool indexes could replace it. #Agent Skills#Video#AI#LLMs

    Open-source skills and toolkits that let Claude Code, Codex and other coding agents make video. 180 repos by type, each security-graded. English / 中文.

    zhuyansenLanguage unknown★186

  • C claude-motion-design Uses HTML, Playwright and ffmpeg to let Claude Code produce motion videos purely in code, avoiding After Effects and Remotion licensing fees, a real licensing pain point with commercial space. But only 49 stars in 1.2 days and many similar skills appearing within a week suggest it is more likely to be folded into a video skill collection than commercialized independently. #Agent Skills#Video#Animation

    A Claude Code skill to make motion design videos in pure code: HTML + Playwright + ffmpeg. No After Effects, no Remotion license.

    howseen-aiPython★49

  • C adeskills A detection engineering knowledge base with an ADE taxonomy, technique samples, platform false-positive patterns and purple-team tools, with 55 stars in 1.6 days showing modest momentum. It can drive leads for security consulting or detection content, but the knowledge base itself struggles to build a subscription moat and is diluted by authoritative free resources like MITRE ATT&CK and the Sigma rule library. #App Security#Knowledge Base#Learning

    Adversarial Detection Engineering knowledge base — ADE taxonomy, worked technique files, platform bug patterns, mitigations, and purple-team scoping tooling.

    Adversarial-Detection-EngineeringLanguage unknown★55

  • C FristOneRR-Panvk-Driver A modified Mesa PanVK driver for Mali-G57, aimed at running PC games on phones via Winlator/DXVK. The audience is clear but extremely narrow, with no build steps, compatibility list, or stability notes, making it more a personal build artifact. #GPU#Android#Hardware

    Vulkan driver (Mesa PanVK on kbase) for Mali-G57 — Winlator / DXVK

    FristOneRRLanguage unknown★11

  • C NexTerm An ops terminal packing SSH, WinRM, file management, Docker, databases and AI into one window. One-stop is both the selling point and the risk: each area is hard to do deeply, WindTerm and Tabby already occupy the space, and the description doesn't say how complete each part is. #Terminal#DevOps#Self-Hosted#CLI

    All-in-one dev and ops terminal — SSH · WinRM · files · Docker · databases · AI, all in one window

    ProbiusOfficialTypeScript★13

  • C skills Agent skills for design work, including 3D building guidance, riding the skill ecosystem hype with 98 stars in 1.5 days and useful for personal design workflows. But the content leans on the author's workflow and lacks evaluation and integration; commercialization is limited to courses or templates, and it will be covered by general design skill collections and Figma's official capabilities. #Agent Skills#3D#AI Agents

    Agent skills for design work: 3D build guides and more.

    SkylarKitchenHTML★98

  • C d4r Claims to run NVIDIA's official DLSS on AMD RDNA3 under Linux/Proton, a big promise in one line with no principle, compatibility list or install steps. If true it's valuable to Linux gamers, but for now it looks more like a gimmick; compare with solutions like OptiScaler. #GPU#Linux#Performance#dlss#amd

    NVIDIA's official DLSS on AMD RDNA3 GPUs under Linux and Proton.

    countervoltsC++★12

  • C agentbox A self-hosted browser workbench for Claude Code / Codex CLI, with Docker sessions, terminal, Git, and usage stats. The features are clearly described, but this space already has crowded similar Web UIs, and it lacks a differentiation story. #AI Agents#Self-Hosted#DevOps#CLI

    Self-hosted browser workspace for Claude Code and Codex CLI, with Docker sessions, terminal, files, Git, and usage tracking.

    devilcoolyueGo★14

  • C motion-video-kit A commercial video skill packaged for Claude Code, including critique loops, motion principles and script templates, with 63 stars in 1.4 days. But similar skills have appeared densely within a week, including an awesome list and a motion-design competitor, so differentiation is thin; it looks more like the author's personal workflow and a course funnel than an independent business. #Agent Skills#Video#Animation#Marketing

    Claude Code skill kit for premium AI-assisted business videos: independent critic loop, motion principles from 28 launch films, quality bar, sound design, business offers, Three.js patterns, scripts

    echris6Python★63

  • C pixelcrabs A visual AI IDE built on OpenCode that lets you click an element on the page to trace back to source and have the model make precise changes. The idea is attractive for frontend debugging, but Onlook and stagewise already do the same thing, so differentiation is lacking. #AI#Editors#Web Frontend#AI Agents

    Open-source Visual AI IDE built on OpenCode. Preview, point-select, box-select and multi-select UI elements, trace them back to source code, and let AI modify your app precisely. Local-first, extensib…

    johnzhaors-bitTypeScript★22

  • C frame-mic-tuner Toggles echo cancellation and noise reduction for the Steam Frame microphone inside the SteamVR panel, an unofficial niche tool. Only developers who bought this device would use it. #Audio#Hardware#Plugins#steamvr

    SteamVR dashboard panel to switch the Steam Frame mic's echo cancellation and noise suppression (unofficial)

    sasaken1102rC++★14

  • C InJepa Uses coupled JEPA for intent-first latent-space planning to serve visual navigation, with a Clean150 task and checkpoints, a research output on a fairly new problem. At 48 stars in 1.4 days it is normal for the embodied AI circle; commercialization requires adoption by robotics companies or citation by big labs, with no short-term product path. #ML Research#Robotics

    InJepa: Intention First Latent State Planning with Coupled JEPAs for Visual Navigation. Code, Clean150 tasks and E12 checkpoint.

    zhuxun132Python★48

  • C Stremio-for-Kodi Brings Stremio accounts, catalogs, and addons into Kodi, a ready convenience for people using both players. But there is only a one-line description, no install steps or compatibility notes, unofficial Kodi addons already exist, and 8 stars in a day is not enough to judge maintainability. #Streaming#Plugins#kodi#stremio

    Stremio for Kodi — your Stremio account, catalogs, add-ons and library inside Kodi.

    0eroiQPython★8

  • C jobleft A job-hunting assistant running locally on Mac: scrapes company job boards, stores postings locally, matches and scores, and rewrites resumes. Useful for job seekers, but similar tools and AI resume rewriting are crowded, the claimed honest rewriting needs evidence, and 10 stars hardly shows real users. #Jobs#Productivity#macOS

    A job-search app that runs on your Mac: employer boards, a local job store, match scores, truthful resume tailoring, a tracker and a network tool

    Blueturboguy07TypeScript★10

  • C imagechat-local A local image generation/editing chat interface for Qwen-Image, with honest Japanese docs marking it beta and excluding the model itself. Usable, but ComfyUI, InvokeAI, and SwarmUI already fill this space, so it lacks anything new. #Image Generation#Self-Hosted#AI

    Local image generation and editing chat supporting Qwen-Image 2.1. Beta for trial and evaluation. Bug reports, issues, and improvement suggestions are welcome; fixes and updates will be made where pos…

    dr1610Python★12

  • C codex-usage-badge It adds a quota ring, folder colors, and per-session token indicators to the Codex desktop client—a small, clear cosmetic enhancement. Somewhat useful for heavy users, but it's only a surface plugin that official updates could overwrite at any time. #macOS#Windows#Productivity

    Codex desktop quota rings, project folder colors and per-chat Token indicators for macOS and Windows.

    jaykinhoo9JavaScript★14

  • C opendecider Trains a set of small decision models supporting choice, scoring, and yes/no questions with calibrated probabilities, claiming to beat Laya on typed decisions. But the baseline isn't checkable and usage is thin, so it reads more like an experiment log. #ML Research#AI#LLMs

    Small open decision models (System One): typed choice / score / yes-no questions with calibrated probabilities. Beats Laya on typed-decisions; runs on CPU, NVIDIA and Apple Silicon.

    manjunathshivaPython★9

  • C lsmd A terminal Markdown reader focused on fast navigation in large projects. The direction is fine, but glow and mdcat already cover similar needs, and this one gives no reason to differentiate. #Terminal#CLI#Documents

    lsmd - a terminal-friendly Markdown (.md) reader built for speed and easy navigation in large projects

    sanfordRust★8

  • C -PCB A self-drawn STM32G431 dev board for the Lanqiao Cup microcontroller track, with a two-layer board, schematic page count, and DRC all stated, honestly documented. It has direct reference value for competing students, but it is a contest practice board, many similar open-source boards exist, and innovation is limited. #Embedded#Hardware#Learning

    An STM32G431RBT6 development board for the Lanqiao Cup microcontroller competition, drawn in JLCEDA Pro, 2-layer, about 115×90mm, with 117 components, 110 nets, 370 vias, and DRC passed. The board int…

    AuroranchenLanguage unknown★11

  • C survival-rl A lucidrains repo reproducing a survival reinforcement learning paper; the author's reputation is the only highlight. It's just an exploration log with no reusable tooling, so it offers limited help to anyone wanting to run it. #ML Research#AI#Science

    Explorations into Survival Reinforcement Learning, proposed by Tiofack et al. earlier this year

    lucidrainsPython★9

  • C open-jev-fast An inference backend for Open-Jev-27B fusing CUDA kernels, a prefix tree and CUDA Graph, targeting B300 bf16 with solid performance engineering. But it is tied to a single niche model and shows weak momentum at 67 stars in 1.8 days; unless that model becomes mainstream, it cannot settle into a general dependency or commercial product. #GPU#Performance

    Faster inference backend for Open-Jev-27B: fused CUDA kernels, prefix tree, CUDA Graphs (B300, bf16)

    lyuyiqiCuda★67

  • C frame-perf-overlay A performance overlay in SteamVR showing frame rate, CPU/GPU, temperature, power, and streaming status, aimed at Steam Frame. It overlaps with fpsVR and is limited to owners of that device. #Monitoring#GPU#Hardware#steamvr

    Performance overlay for Steam Frame: fps, CPU/GPU, temperatures, power, battery and Steam Link link in SteamVR (unofficial) / Steam Frame 用のパフォーマンス表示オーバーレイ（非公式）

    sasaken1102rC++★12

  • C awesome-cloud-emulators A list of local emulators for AWS/Azure/GCP covering LocalStack, Moto, Azurite, and others, useful as an index for people doing integration tests and CI. The content is accurate but it's just a resource list with nothing runnable, so as a content repo it gets a low score across the board. #Learning#DevOps#CI#aws

    A curated list of cloud emulators and local cloud development tools for AWS, Azure, and Google Cloud. Explore LocalStack, Moto, Azurite, Firebase, and more for integration testing and CI/CD.

    upgundechaJavaScript★16

  • C Offensive-Security-AI-Models A collection of uncensored fine-tuned models for cybersecurity, drawing 180 stars in 1.1 days from pentest community interest in localized offensive assistants. Model provenance is mixed and the technical bar is low, while commercialization is constrained by compliance and platform policy; the main risk is real-world attack misuse splashing back on the publisher, and it is unlikely to become a standard enterprise dependency. #AI#Jailbreak#App Security

    Uncensored AI models or those fine-tuned for cybersecurity tasks.

    JoasASantosLanguage unknown★180

  • C coucou A MacBook notch utility that persistently shows Claude Code session status, earning 73 stars in 1.1 days from Claude Code users' fragmented needs and usable immediately. But it is essentially a personal toy, easily absorbed by official notifications or similar monitoring tools, with no paid or enterprise scenario, making a sustainable business loop hard to form. #macOS#Productivity#Monitoring

    A tiny friend that lives in your MacBook's notch and keeps an eye on your Claude Code sessions.

    Louis-CFMSwift★73

  • C fingerprint-electron An Electron fingerprint kernel and multi-instance isolation SDK aimed at fingerprint browsers and bulk multi-account panels, which are grey-market scenarios. It's not technically empty, but the use is sensitive, the docs are marketing-heavy, and ordinary developers won't need it. #Privacy#SDKs#Automation

    Custom Electron/Chromium fingerprint runtime and embedding SDK for fingerprint browsers and multi-account panels. 定制指纹内核、多实例隔离、脚本与扩展管理、可迁移构建。

    TgolMskJavaScript★8

  • C Discord-Booster-Server Automates management of Discord community Boost levels, role rewards and engagement, with 361 stars in 0.2 days showing real demand but largely from farming and boosting communities. It could be a community SaaS, but it violates Discord ToS with accounts at risk of bans, and top bots like Carl-bot and MEE6 already occupy the space, capping commercialization. #Automation#Social

    Discord Server Booster — Open-source automation tool and bot script designed to manage, track, and optimize Discord server boost perks role rewards, and community engagement.

    tileshoutdipperLanguage unknown★361

  • C emdash-build A conversational site builder for EmDash CMS that uses an AI agent to generate sites in a Cloudflare sandbox. The positioning is clear, but "say a sentence, generate a website" is already a red ocean, and it's tightly bound to one CMS and cloud platform. #AI Agents#Web Frontend#Self-Hosted

    Chat-based site builder for EmDash CMS — describe a site, watch an AI agent build it in a Cloudflare Sandbox

    emdash-cmsTypeScript★20

  • C Ai-Assisted-Glasses AI glasses for visually impaired people, implemented in C++. The direction is meaningful, but the repo has only a one-line vision, with no hardware list, recognition capability boundaries, or wearable form factor, making usability hard to judge. #Accessibility#Hardware#AI

    A glasses for visually impaired people

    LINARHBUSC++★10

  • C Caffeine-for-Windows A small Windows tool to prevent sleep and lock screen with one click, addressing a real need. But similar tools including PowerToys Awake are plentiful, and the project offers only the simplest toggle, with no clear reason to choose it. #Windows#Productivity

    Caffeine for Windows - Keep your Windows 10/11 PC awake with one click. No sleep, no screen off, no auto-lock

    StewardFurnaceC#★14

  • C runtune It aims to infer harness changes from agent run logs and measure their effects, an interesting direction, but it's full of words like governed and measured, with no demo and no stated metrics, so readers can't tell what it actually changes. #AI Agents#LLMs#Automation

    A runtime learning loop for coding agents. Turns Claude Code, Codex, Cursor, Antigravity and model-router runs into governed, measured changes to the agent harness. It tunes the harness, not the model…

    kkrlstrmPython★8

  • C CVE-2026-34990 A minimal PoC for a CUPS local privilege escalation, slightly more complete than similar ones but still missing affected versions and exploitation conditions. Its value stops at confirming the vulnerability exists. #Exploits#Linux#App Security#cups

    CVE-2026-34990 minimal PoC. CUPS <= 2.4.16 local privesc.

    predyyPython★28

  • C CVE-2026-85706 A PoC for an unauthenticated arbitrary file read in GitLab. It is a self-check lead for ops and client-side security teams, but the repo only has exploit code, lacking affected versions and remediation advice, so it is incomplete as intelligence and not a new method as research. #Exploits#App Security#Network Security

    GitLab Unauthenticated Arbitrary File Read

    EQSTLabPython★15

  • C KiT A foundation model for financial time-series forecasting using a diffusion Transformer. Financial time-series prediction is an old problem, and the foundation-model claim lacks data and backtest evidence, so practicality cannot yet be judged. #Fintech#ML Research#Data Analysis

    KiT: A Foundation Model for Financial Time-Series Forecasting using Diffusion Transformers

    LuciferboboLanguage unknown★9

  • C jeyzma Agent logic written in Go, compiled to WASM via TinyGo to run in the browser, and hooked to WebGPU—an interesting technical combination. But "Jev" is undefined and what it actually does is unclear, reading more like an internal team demo. #LLMs#WebAssembly#AI Agents

    Jev in your browser written in Go using yzma and compiled to WebAssembly with TinyGo. Supports WebGPU.

    hybridgroupHTML★8

  • C crypto-project-tracker A locally run crypto project information tracker aggregating news, KOLs, K-lines, and alerts, with a Chinese tutorial. The features are concrete, but it stitches together existing data sources, and crypto news tools have plenty of alternatives. #Crypto#Data Analysis#Self-Hosted

    Local encrypted project info tracking tool: OpenNews / OpenTwitter feeds, teams and KOLs, K-lines, and in-app alerts, with a complete Chinese tutorial.

    jamesxxx-aiPython★25

  • C student-absence-system A leave-approval system that is coursework for HKUST (Guangzhou), a Flask+SQLite prototype with two-level approval, CSRF, and CI. The engineering detail is more serious than typical homework, but it is a course deliverable and personal practice, not a reusable product. #Collaboration#Web Frontend#Testing

    SAAS v0.2.0 — Student Absence & Academic Accommodation System: Flask+SQLite prototype (two-level approval, CSRF, attachment access control, 49-check CI), enterprise design package for HKUST(GZ), and I…

    Jeng-linLiHTML★19

  • C PoincareConjecture It formalizes the Poincaré conjecture in Lean along the Morgan–Tian route, a hard target. But claiming coverage of both smooth and topological versions less than a day after building the library is badly mismatched with a hundreds-of-pages original proof, looking more like scaffolding or generated output and demanding strong skepticism. #Science#Learning#Knowledge Base

    Lean formalization of the smooth and topological Poincare conjectures following Morgan and Tian.

    frenzymathLean★10

  • C CVE-2026-88772 A PoC for a Citrix NetScaler DTLS overflow vulnerability with fingerprinting and probing scripts, but most of the text funnels traffic to the author's pocbit site. You'll have to find the attack details elsewhere. #Exploits#Network Security#App Security#citrix

    CVE-2026-88772 PoC: Citrix NetScaler ADC/Gateway DTLS memory overflow (RCE/DoS, CVSS 9.5). Fingerprints Gateway, build vs 14.1-73.37 / 13.1-64.23, UDP/443 DTLS probe. CTX697096; active exploitation re…

    murrezPython★11

  • C skybender-anglesnap A fire-control angle calculation mod for a custom Minecraft platform, with an accurate description and clear scope. But it serves a very narrow server playstyle that outsiders can't use. #Games#Plugins#minecraft

    Fire control mod for the Orbital Skybender platform in Minecraft

    cubicmetreJava★10

  • C LumaShot It packs Windows screenshot, annotation, offline OCR, clipboard history, GIF, and screen recording into one tool. The features are practical, but ShareX and Snipaste already cover this; doing everything usually means each part is shallow. #Windows#Productivity#Images

    Windows screenshot, annotation, offline OCR, clipboard history, GIF and screen recording.

    jimmgreenC++★12

  • C shobr An emoji-laden automated job-application script billed as the most UNIX, but it doesn't say which job sites it supports or how it handles login and verification. Practicality is doubtful, and it easily runs afoul of platform rules. #Jobs#Automation#CLI

    🧑‍💻 The stealthiest, UNIX-iest, Job Search Automator

    sebastiancarlosPython★12

  • C xiaodou-market A trading and auto-delivery platform for digital goods like card keys, courses and memberships, focused on aggregated Alipay/WeChat payments and licensed clearing; it reads more like a storefront for a commercial product, and what is actually open source is unclear. It offers conceptual reference for anyone wanting to build a card-key shop, but the description is full of marketing terms. #Fintech#E-commerce#APIs

    Xiaodou Market · digital goods trading platform: sell card keys, courses, ebooks, software, asset templates, membership benefits, and game items; auto-delivery, WeChat/Alipay payment, licensed-institu…

    xiaodou-officialLanguage unknown★29

  • C xiaodou-open-platform The same company's open platform for virtual goods payments, with RSA2 signing, webhook verification and examples in four languages, where the volume of documentation is the highlight. The limit is that it looks like a showcase repo for a commercial API, with clearing and core logic closed source, so self-hosting value is doubtful. #Fintech#APIs#E-commerce

    Payment open platform for virtual goods merchants: collect payment for card keys, courses, ebooks, software, membership benefits, game items, and other digitally delivered goods; Alipay + WeChat Pay a…

    xiaodou-officialLanguage unknown★13

  • C Determination-Battle-Simulator An unofficial Undertale fan Boss fight simulator aimed at fan-game enthusiasts. As a fan work it is fine, but it is not a tool for developers and offers little technically transferable. #Games#Animation#Web Frontend

    Determination Battle Simulator - fan-made UNDERTALE boss battle simulator

    GiaxeriJavaScript★10

  • C HoH-music A cross-platform music player written in Flutter with the usual feature set, but it does not explain how it differs from existing open-source players or mention local library management or streaming support, looking more like a practice project. #Audio#Android#iOS

    HoH music - Flutter cross-platform music player

    HuomnhDart★11

  • C genpark-speculative-decoding-verifier-skill A speculative decoding verifier with rejection sampling and acceptance-rate statistics; the topic has substance, but packaged as a skill it's unclear how to install or plug into an inference framework. Mature speculative decoding implementations already exist, so the increment is limited. #LLMs#ML Research#Performance#Agent Skills

    Draft-target model speculative decoding verification engine with rejection sampling, acceptance rate telemetry, and dynamic speedup ratio estimation.

    alphaparkincPython★8

  • C mola A portrait-mode 3D coffee shop management game built with Three.js and Capacitor and running on Android, worth a look for how a small game sets up its rendering pipeline. The limit is that neither gameplay nor tech is novel and completeness is unclear, making it a personal project rather than a reusable tool. #Games#Game Dev#3D#Android

    Portrait 3D café tycoon for Android — TypeScript, Three.js, Capacitor

    xenitV1TypeScript★8

  • C abstract-algebra-promo Explains the beauty of abstract algebraic structures through Canvas/WebGL animation and procedural music, a science-visualization piece. It may look good to math learners, but there is no reusable code or implementation notes, and it is hard to judge whether the animation truly clarifies the concepts. #Animation#Audio#Learning

    Abstract Algebra: The Beauty of Structure | Canvas/WebGL animation and procedural soundtrack

    AnctyEnly453HTML★33

  • C motion-graphics-skills A motion-graphics skill pack for Claude Code, Codex, and similar tools, claiming portfolio-grade motion graphics with music. It is a prompt/skill collection with marketing-flavored wording, lacking verifiable output samples and failure cases. #Agent Skills#Video Editing#Animation#Prompting

    Showreel-grade motion graphics from code, with an original soundtrack for every video. An Agent Skill for Claude Code, Codex, Cursor and other agents.

    Mort1dJavaScript★8

  • C OneJev System One claims a single forward pass yields calibrated answers across screens, photos, video and text. The concept is large but there's no model size, weights or evaluation, and the emoji opening reads more like promotion than engineering documentation. #Multimodal#LLMs#AI

    🚀🚀 A multimodal System One decision model that gives calibrated answers to typed questions about screens, photos, video and text in one forward pass.

    OmniJevPython★11

  • C memory-fading-into-watercolor A visual experiment built with Three.js shaders and tone.js, more of a showcase piece. Worth a look, but it has no reusable tool value. #Images#Animation#Web Frontend

    Making art with code using Three.js, shaders and tone.js

    iamtechartistHTML★20

  • C Hermuse An Indonesian deployment script and guide replicating Hermes + 9Router + Telegram gateway with tunneling and a daemon. It saves effort for people with the same need, but it's essentially an install tutorial with poor generality. #Self-Hosted#Networking#Automation

    Script & panduan replika stack Hermes + 9Router + Telegram gateway ala VM Muse — install otomatis, Cloudflare tunnel, watchdog.

    imkoftyShell★29

  • C omarchy-monokai-nightfall-theme It gives the Omarchy desktop a Monokai Pro color theme, a personal-taste product with no design notes or comparison screenshots; apart from users of that distro, no one has a reason to open it. #Linux#UI Design#Plugins#omarchy

    Monokai Nightfall: an Omarchy theme using the Monokai Pro palette

    krosdaiPython★10

  • C CVE-2026-28695 A PoC for a Craft CMS blind SQL injection RCE; the code is small but lacks usage instructions and affected-version details. Similar PoC repos are already everywhere, so security researchers are better off reading the advisory. #Exploits#App Security#Network Security#craftcms

    CVE-2026-28695 PoC - Authenticated blind remote code execution in Craft CMS.

    predyyPython★13

  • C koi-pond-garden A single-file Three.js koi pond needing no build or assets, with visual cleverness. But it's a demo piece you look at once and move on from, solving no concrete problem. #Web Frontend#3D#Animation#three.js

    Interactive Japanese koi pond garden rendered in real time with Three.js — one HTML file, no build step, no assets.

    souranyp-stackHTML★30

  • C Cell Packages topic selection, literature review, submission and figures into a set of research Agent Skills for paper writers; the idea is practical, but it is essentially a collection of prompts and workflows with no validation, and similar skill sets are already numerous, so it is not worth a separate look. #Agent Skills#AI Agents#Science#Learning

    Cell research work Skill collection: topic selection, planning, literature review, submission, scientific figures and PowerPoint editing.

    yrui-cmdPython★15

  • C DarkLedger A Windows local activity recorder with Russian documentation, positioned as personal time tracking. The functionality is common, the repo does not explain how it differs from tools like ActivityWatch, nor how data is stored and exported, so it is not worth opening for now. #Monitoring#Windows#Privacy

    Тёмный реестр — a local activity tracker for Windows

    BoleznenC#★8

  • C Quest2Frame Moves Quest games to Steam Frame, but the description does not say whether it is saves, streaming, or install-package migration, nor does it address compliance issues. Too little information, and easy to misuse. #Game Porting#Games#Hardware

    Transfer Quest games to Steam Frame

    MichaelScottsmanPython★8

  • C Twitch-AIO An automation tool for bulk Twitch registration, following, chatting and token handling. It's for farming accounts and inflating activity, violates platform rules and solves no real problem; skip. #Social#Automation#Scams

    All-in-one Twitch automation toolkit - account creation, follows, chat, and token handling in one fast, reliable Python project.

    RishabhEvansPython★27

  • C canggu It bills itself as React components for AI-native interfaces, but beyond adjectives like artisanal there's neither a component list nor examples; similar input components are already plentiful in the shadcn ecosystem. #Web Frontend#AI#UI Design#react

    Artisanal React components for AI-native interfaces.

    julianrulliansyahTypeScript★9

  • C ow-bridge A bridge script letting WorkBuddy borrow OpenCode's free models, essentially circumventing quotas. The approach isn't new, and it covers neither stability nor compliance risk, so it's of no use to serious projects. #AI#LLMs#APIs#opencode

    OW Bridge — lets WorkBuddy use OpenCode's free models. Supports macOS / Windows, auto-discovers models, one-click import.

    louchi1984-coderJavaScript★15

  • C brand-motion-design-skill A skill using Claude Code plus Three.js to generate brand motion videos, billed as showreel-grade, but with no sample links or parameter docs. It's more marketing than verifiable content. #AI#Agent Skills#Video Editing

    Claude Code skill: showreel-grade brand motion videos (launch, promo, teaser...) in code with HyperFrames + Three.js

    ouerf-manJavaScript★15

  • C herdr-cook-plan Splits AgentKit's planning phase step by step to new workers for execution, the idea being context isolation. But the description is too internal and has no examples, making it hard for outside readers to reproduce. #AI Agents#Automation#LLMs

    Run an AgentKit plan phase by phase through Herdr, one fresh worker per phase. MIT.

    thieungPython★9

  • C ten-levels-of-jev It goes from "a smart if" to a coding agent that actively uses Jev, but never explains what Jev is, reading more like series content than a runnable tool. The author has AI teaching influence, so high stars don't mean it's practical. #LLMs#AI Agents#Learning

    Ten levels of Jev, from one smart if statement to a coding agent that reaches for Jev on its own

    dislerTypeScript★46

  • C awesome-opus-5.5-video Collects prompts and source code for videos, 3D scenes and games generated with Claude Opus 5.5, making it a content collection; people seeking inspiration can browse it, but it has no tool value and quality cannot be verified, so treat it as a content repo. #Prompting#Video#Image Generation#LLMs

    Videos, motion graphics, 3D scenes and games made with Claude Opus 5.5 — original posts, prompts and sources. English / 中文.

    zhuyansenLanguage unknown★22

DSkip83
  • D MLBB-waydroid-LinuxCloudMLBB Runs MLBB on Linux via Waydroid plus Sunshine/Artemis and streams it to a phone, solving the need of players without an Android device or wanting to log in remotely, with 194 stars in 0.9 days from game keywords. It is a gray use violating game terms, monetizable only through tutorials and ads, and tied to a single game with no reusable component value, so the ceiling is low. #Games#Linux#Streaming

    Play Mobile Legends: Bang Bang (MLBB) on Linux via Waydroid — and stream it to your Android phone as cloud gaming (Sunshine + Artemis/Moonlight). Working multi-touch, Intel VAAPI encoding, one-command…

    BagasRizkyHarySaputraShell★194

  • D Clash-Client A native Clash client for Apple platforms emphasizing familiar rules and configuration, with modest momentum at 48 stars in 1.8 days. The Clash ecosystem already has many clients and upstream projects change often; open source is hard to monetize, airport providers prefer their own clients, and the chance of becoming a standard dependency is limited. #Networking#iOS#macOS

    Native Clash client for iOS, iPadOS, macOS, and tvOS. Same profiles. Same rules. Clash, the way you remember it.

    ProjectClashLanguage unknown★48

  • D Fishstrap-Roblox A Roblox launcher and FPS unlocker positioned as a Bloxstrap alternative, drawing 126 stars in 0.3 days through player must-haves like multi-instance, shaders and fast flags. It is a gray tool vulnerable to Roblox anti-cheat and copyright complaints, can only monetize through sponsorships, and Bloxstrap already dominates, leaving little differentiation or commercial room. #Games#Windows

    Fishstrap Roblox FPS unlocker — fishstrap roblox, bloxstrap alternative, voidstrap, fast flags, fflags, bloxstrap fast flags, multi instance, roblox shaders, custom fonts, fishstrap github, roblox boo…

    fishstrap-launcherC++★126

  • D 2010-rust-rewrite-mashup A Rust game mashing up a MW2 rewrite, Skate 3 modes and Minecraft maps, far more a technical flex than something practical, with 85 stars in 1 day from novelty sharing. Asset and network-protocol reverse engineering bring copyright risk, there is no payment channel, and it yields no reusable dependency, so attention fades quickly once the demo video ends. #Games#Reverse Engineering#Game Dev

    MW2, Skate 3 and Minecraft in one Rust game: IW4L's MW2 rewrite with Skate 3 mode and a real Minecraft world map

    chasmlolRust★85

  • D max-payne-2-vr A PCVR mod for Max Payne 2 compatible with Quest 3 and PSVR2, drawing 50 stars in 1.1 days through nostalgia and the VR community. As a personal mod it carries high copyright risk, has no payment channel, and cannot become a dependency, so its value is limited to a community demo. #Games#Game Porting#3D

    Free PCVR mod for Max Payne 2 - Tested on Quest 3 and PSVR2

    evilSheepLanguage unknown★50

  • D The-Quant-Trading-Vault Claims to unlock 5,800+ quant strategies but is essentially a packaged strategy collection rather than original research, drawing 236 stars in 1.8 days through insider-style keywords. It lacks backtests and reproducible evidence, so commercialization is limited to courses or memberships and risks securities-advisory compliance; the biggest danger is content infringement and trust collapse after users lose money in live trading. #Fintech#Crypto#Marketing

    5800+ trading strategies unlocked.

    brainbrick-tradesLanguage unknown★236

  • D D2R-3D A 3D-perspective conversion of Diablo II Resurrected, a reverse-engineering and modding flex drawing 60 stars in 1.4 days through nostalgia. Copyright and anti-cheat risks are high, there is no commercialization channel and no dependable component produced, so its value is limited to a community demo and attention fades once the video ends. #Game Cheats#Reverse Engineering#Games

    Play Diablo II: Resurrected in 3D.

    emmericpC++★60

  • D CVE-2026-42980-PoC A vulnerability PoC repository with no description, no affected versions and no reproduction steps, just an ID and a name. It lacks key context for both defenders and researchers, so its reference value is limited. #Exploits#App Security#Reverse Engineering

    ZeroDayEvilLanguage unknown★29

  • D zapret-discord Uses zapret to bypass Russia's Discord block, with 52 stars in 0.6 days reflecting time-sensitive urgent demand. It is a purely regional reactive tool, near-identical to two same-named repos and likely keyword-baiting, and it fails as policy or tool versions change, with no commercialization or dependency value. #Networking#Privacy

    NEW FIX Как Обойти Блокировку Дискорда В России ?! Новый Дискорд Обход Для ПК ! Запрет Дискорд & Фикс ДС !

    knotweaverseparate66Language unknown★52

  • D deepseek-harness-jev Claims to add a TypeSafe Jev decision layer to DeepSeek Harness, with terms stacked on terms. After reading you still don't know what it does or how to install it, a typical AI-generated concept repo. #AI Agents#LLMs#Plugins

    Native DeepSeek Harness (DSH) plugin integrating TypeSafe Jev as a System One decision layer for agent selection, supervision, corrections, and approvals.

    luobosibing2JavaScript★15

  • D bricka An emoji-prefixed, supposedly composable AI app input component with no API docs or examples. Similar AI input components are already common in the React ecosystem, and this one is still at the concept stage. #Web Frontend#AI#UI Design#react

    🧱 A composable input for AI apps in React.

    mirayavandiepenTypeScript★12

  • D antidbg The author says they wrote this anti-debugging tips collection with Claude, but it has only a one-line description, no docs, and no use cases. It's thin even as technical notes. #Reverse Engineering#Debugging#App Security

    anti debug made by me and claude <3

    pilottX11C★8

  • D PortPS5 Claims to relink decrypted PS5 dumps into native Windows programs without CPU emulation; this is technically near-impossible and relies on decrypted dumps, sitting close to piracy. No matter how polished the description, it cannot be verified—skip it. #Game Porting#Piracy#Reverse Engineering#Windows

    Converts decrypted PS5 game dumps into native Windows executables via binary relinking, replacement system libraries, and Vulkan. No CPU emulation.

    yurioliveC++★13

  • D ai-daily-rules-tutorial An AI rule-management approach with full code for human-AI romance and D/s scenarios, gaining 54 stars in 1.4 days from a niche community. The scenario is sensitive, public promotion and monetization are both restricted by platforms, and it does not settle into reusable infrastructure, making it one-off content that cannot become a standard dependency. #Prompting#Learning#LLMs

    AI daily conditioning/dynamic rule adjustment ideas: human-AI romance (mainly D/s) tutorial. Lets the AI teacher manage daily rules and dynamically adjust standards. Suitable for daily life supervisio…

    Ephemera1117Language unknown★54

  • D zapret-discord Another zapret tutorial repository for bypassing Russia's Discord block, gaining 50 stars in 0.1 days from timely traffic and keyword-stuffed titles. Its content heavily duplicates two other repositories and lacks original implementation, so it will fail once policy changes or complaints arrive, and it can neither be commercialized nor settle into a dependency. #Networking#Privacy

    NEW FIX Как Обойти Блокировку Дискорда В России ?! Новый Дискорд Обход Для ПК ! Запрет Дискорд & Фикс ДС !

    GriffinLeaderLanguage unknown★50

  • D stelliberty_android Claims to be a modern Android network client but does not state the protocol or its relationship to v2rayNG, NekoBox, and similar tools, and 25 stars lack context. Not enough information to judge. #Networking#Android#Privacy

    A modern network client for android.

    Kindness-KismetKotlin★25

  • D bev-train Trains a so-called Jev-style decision model with Qwen3 and handles option-order invariance, but the concept is undefined and outsiders can't tell what Jev means. An experimental repository with no reproducible entry point. #LLMs#ML Research#AI

    Training Jev-like decision models using Qwen3 with choice-order invariance

    avbiswasPython★8

  • D weixin-webhook-worker A WeChat webhook worker with no documentation; the name suggests a message-forwarding service, but deployment, dependencies, and protocol are all unstated. The 21 stars are unexplained and usability can't be judged. #Social#APIs#Automation

    llovely45JavaScript★21

  • D twn_election A Taiwan election data dashboard that doesn't state its data sources or update frequency. It looks more like a personal frontend exercise and offers limited value to election researchers. #Data Analysis#Web Frontend#Social

    Taiwan Election Dashboard

    merckhungC++★19

  • D zapret-discord Yet another zapret Discord-unblock repository, with 50 stars in 0.1 days showing a short-term topic surge rather than product recognition. Three near-identical repos split attention, it lacks a unique tool surface, and it serves gray circumvention use that can fail anytime as regulation and platforms change. #Networking#Privacy

    NEW FIX Как Обойти Блокировку Дискорда В России ?! Новый Дискорд Обход Для ПК ! Запрет Дискорд & Фикс ДС !

    ShellMansionLanguage unknown★50

  • D ai-director-film A workflow tutorial for making three-minute short films with AI, a content/tutorial repository rather than a tool. Similar tutorials are plentiful and there's no reusable output, so its value to developers is limited. #AI#Video#Learning#Prompting

    Use AI as a director to shoot a 3-minute short film: a production tutorial for 《足够震撼》 and 《溢出》 (爽哥说), beginner-friendly

    bitqsPython★13

  • D reuseforge-standalone A so-called skill suite for ChatGPT that "reuses discovery, audit, architecture, and planning," all capability nouns with no stated inputs or outputs. A typical vision-style description that's hard to put into practice. #AI#Agent Skills#Prompting

    Standalone ReuseForge skill suite for ChatGPT - capability-first reuse discovery, audit, architecture, planning and execution handoff.

    hpro2009gbLanguage unknown★16

  • D motion-designer It uses Claude Code to score app interfaces into a promo video, but after reading you still don't know what goes in or what format comes out; "launch designers" is marketing speak, another layer of packaging on AI-generated video. #AI#Video Editing#Animation

    Launch designers for your app, made in Claude Code: the real UI, cut to music on the beat, rendered on your machine.

    kaventroJavaScript★8

  • D Nimbus-Weather An Android weather app with a plain name and description, not stating its data source, offline capability, or how it differs from existing open-source weather apps, looking like a personal practice project. #Android#UI Design#APIs

    Nimbus Weather – Modern Android Weather App

    Nimbus-Weather-DE-ENLanguage unknown★8

  • D create-bsc-token A BEP-20 token tutorial focused on buy/sell taxes, renouncing ownership and admin transfers, switches often used for honeypot tokens. It's only introductory content for people learning Solidity, and the direction is questionable. #Crypto#Blockchain#Learning

    Create Binance Smart Chain Token — beginner-friendly BEP-20 Solidity tutorial with taxable buy/sell fees, ownership renounce, admin transfer, Remix deployment, BscScan verification, and PancakeSwap li…

    alevlicocuSolidity★20

  • D ahnu-master-thesis-latex A LaTeX template and typesetting tutorial for Anhui Normal University master's theses, useful to students at that one school but a template/tutorial content repository rather than a tool, with a very narrow audience. #Learning#Documents#latex

    Anhui Normal University master thesis LaTeX template and typesetting tutorial

    city59BibTeX Style★9

  • D PhysicalCoding The title claims a self-evolving coding agent for the physical world, yet it does not say the hardware form, inputs and outputs, or a minimal runnable example. A typical vision-first repo, impossible to judge whether it works today. #AI Agents#Robotics#Automation

    Self-Evolving Coding Agents for Physical World

    HexaFutureLanguage unknown★11

  • D IPProbe Advertised as a location probe to confirm whether someone you care about is safe, it actually generates links that capture visitors' IP and location. Such things are basically for tracking others, with clear privacy risk, and are not recommended. #Privacy#Scams#Android

    IP probe link generator: a location probe system to confirm whether someone you care about is safe (PHP+MySQL backend, Kotlin/Compose client)

    Ktz-aliPHP★10

  • D WARDOGS-Utility-Suite A game cheat suite for Windows with aimbot, wallhack, and configuration modules. It undermines fairness in online play, so per the rules it is scored low outright. #Game Cheats#Games#Windows

    WARDOGS cheat and utility suite for Windows with aim, visual, utility and config modules.

    LD3-IIILanguage unknown★21

  • D awesome-ai-motion A list repository of AI animation and video works plus prompts, resource-collection content rather than a tool. Similar roundups are already plentiful, with no added judgment. #AI#Video#Image Generation#Prompting

    Curated AI animation and video: work covers, playable examples, authors' original prompts, and sources. Curated AI motion & video with original prompts. Focused on Claude Opus 5.5.

    guanmo-aiJavaScript★18

  • D SHODAN-Stat-Editor An in-game value editor for Helldivers 2 that changes weapons, stratagems and turret data with F8. It's a modification tool that breaks multiplayer fairness, so it scores low under the rules. #Game Cheats#Games#Windows

    In-game stat editor for Helldivers 2: weapons, beams, stratagems and sentries. Press F8, change the numbers, saved for every launch.

    SHODAN-HORAILua★8

  • D XiaoOJ The description is just one line about tears of an era; it's unclear which online judge this is, whether it can be deployed, or what the tech stack and use cases are. Not enough information. #Learning#Code Quality#Testing

    Tears of an Era

    Stupidboy770Java★8

  • D aethelontv A repository providing film and TV sources for CloudStream/Nuvio, essentially an aggregation of pirated content that bypasses copyright channels. It falls under piracy resources and isn't recommended. #Piracy#Streaming#Video

    CloudStream 3 & Nuvio için yüksek performanslı, otopilot korumalı hepsi bir arada medya deposu.

    aethelondev-stackJavaScript★11

  • D zubit-protocol Claims to be a quantum-resistant signature upgrade for Zcash, but is really a promo page around the $ZUBIT token, with technical details and funding tied together in the intro. It looks more like token marketing than protocol work. #Crypto#Blockchain#Privacy

    Post-quantum upgrade for Zcash, bringing quantum-resistant signatures through $Zubit. Phase 1 is live on Regtest, paving the way for future mainnet integration. Funded by $ZUBIT

    aronlammerRust★32

  • D claude-opus-5-5-js-animation-research Thirty browser animation examples sorted by view count, with videos, screenshots, and prompts. It's a content collection rather than a tool; its value depends on curation quality, and it offers developers nothing directly usable. #AI#Animation#Prompting#Web Frontend

    30 verified Claude Opus 5.5 browser animation cases, ranked by X views, with videos, screenshots, prompts and methods

    jacobbubuLanguage unknown★11

  • D CadSpace A C# repo with no description or usage notes; the name suggests CAD, but it is unclear whether it is an editor, viewer or experiment. It might be a reference for geometry kernel developers, but it cannot be assessed until the author adds a README. #3D#Editors#Windows

    wieslawsoltesC#★9

  • D KeelPublic Just one line saying it's the public release and build code for Keel, without saying what Keel is, who it's for or how to run it. Not enough information to judge its value. #Build#SDKs#Plugins

    Public Release & Build code for Keel

    bulutthecatC++★16

  • D resnet152v2-skin-cancer-ham10000 A Flask + ResNet152V2 skin cancer classification course project claiming 99% accuracy, which closely matches the common data leakage problem on HAM10000. It's a personal exercise, and its medical conclusions can't be trusted. #ML Research#Health#Biotech

    🔬 Aplicação Web (Flask + SQLAlchemy) integrada a Deep Learning (ResNet152V2 / Keras) para auxílio ao diagnóstico de câncer de pele (Dataset HAM10000), com 99,01% de acurácia e inferência em 1,17s.

    jonasherminiodevJavaScript★10

  • D HushMessenger Preview source for a Messenger patch that requires your own APK, but it doesn't say what was changed or why patching is worthwhile. There's no usable information for ordinary developers, patched-app projects are everywhere, and there are compliance risks, so it's not worth the time. #Reverse Engineering#Android#messenger

    Preview Morphe patch source for Messenger 580 arm64. Bring your own APK.

    SysAdminDocJava★13

  • D respocket-executor Shares its name with the known game cheat tool Respocket and bills itself as a lightweight Lua script execution environment, but the description is all boilerplate with no API or examples, so it is most likely a cheat companion executor and best avoided. #Game Cheats#Games#Plugins

    Respocket is a lightweight Lua scripting environment designed for script development, testing, and debugging. It offers a rich set of features, stable performance, and an intuitive interface, making i…

    uyhoang44Lua★19

  • D CarrierSIM An empty-description repository whose name suggests carrier configuration, but with no explanation. Gaining 44 stars in half a day with no content warrants caution. #iOS#Android#Reverse Engineering

    ios-bundlesPython★44

  • D Overwatch-Respocket-AIO-Soft A cheat helper under the Overwatch name, implemented in C++, with only an exaggerated one-line slogan and no technical notes or usage boundaries. It's neither credible nor worth a look; skip it. #Game Cheats#Games#Windows#overwatch

    Best Software For Overwatch Yet

    ubb67C++★20

  • D Google-DeepMind-Interview-Notes A collection of Google DeepMind interview questions and answers, a content repository. Neither the source of the questions nor the correctness of the answers can be verified, so it offers limited help for systematic study. #Learning#Science#Documents

    Google DeepMind Interview Questions and Answers

    SchuturePython★15

  • D Fortnite-Respocket-AIO-Soft-v1.2 Fortnite cheat software, a typical game hack with a one-line description saying only new version software. Not recommended. #Game Cheats#Games#Windows

    New Version Of Software For Fortnite

    cgta58C#★20

  • D content-gate An empty-description repo with no language, and the name gives no clue whether it relates to content gating or paywalls; it never says what it does or who it is for, so there is no way to judge its value—skip it. #Documents#Content Writing#Web Frontend

    vikingmuteLanguage unknown★17

  • D Crimson-Desert-Trainer-Collection A collection of single-player game trainers, full of emoji and claims of zero ban risk that contradict accurate description. It falls under cheat/mod categories and isn't recommended. #Game Cheats#Games#Windows

    ⚔️ Ultimate offline trainer & mod collection for Crimson Desert. God Mode, Infinite Health, Infinite Stamina, One-Hit Kill, Edit Money, Item Spawner, Teleport, Trinity Mod Menu, and more. Memory-only,…

    TVT-ZLanguage unknown★11

  • D pc-fixer.github.io A site repo named pc-fixer with no description and no README; it gained 46 stars in a day yet shows no repair functionality, so it can't be evaluated. #Windows#Hardware#Productivity

    pc-fixerC#★46

  • D turb-gpt-free-register-oss-20260928 An automation script for bulk-registering free GPT accounts, a so-called 'cleaned' open-source version; it is a grey-market tool abusing the signup flow, likely to break at any time and risk account bans, so not worth the time. #Scams#Automation#LLMs#openai

    Sanitized open-source release of turb-gpt-free-register

    wangshen233Python★16

  • D IQuest-Q1 No description at all, only 22 stars. There is no telling whether it is hardware, an SDK, or something else, so skip. #Hardware#SDKs#Learning

    IQuestLabLanguage unknown★22

  • D Df-experiments An undescribed Df-experiments repository that could be experimental code or a dataset; there's no way to evaluate it, so skip. #Learning#Data Analysis#Benchmarks

    Nithisha-06Language unknown★25

  • D OpenXW No description at all, just C code and 24 stars. There's no way to judge what it does or who it's for, so it's not worth opening. #Linux#CLI#SDKs

    elyoshC★24

  • D Graveyard-Keeper-2-Resource-Planning-Tools Nominally a resource planning tool for Graveyard Keeper 2, it states no data source and has no screenshots or usage instructions, sharing the same keyword template as the Respocket series in this batch—like a shell built to distribute suspicious programs. #Games#Scams#Windows

    Graveyard Keeper 2 resource tools for PC with material values, crafting budgets, production pacing and progress profiles. Prepare your workshop, compare production setups and manage town development f…

    jones-lab91b9Language unknown★8

  • D healthcare-chatbot A Flask health-consultation chatbot; the same author created two repos with identical descriptions in one day, clearly practice or star farming. There's no model documentation, and it shouldn't be treated as a source of medical advice. #AI#LLMs#Health

    Healthcare Chatbot is a Flask-based AI application that provides instant health-related assistance through an interactive chat interface. It helps users understand symptoms, receive basic health guida…

    mshekinasamuel763-droidLanguage unknown★17

  • D healthcare_chatbot A duplicate repo with a description word-for-word identical to the previous one, a typical presence-padding move. It's another Flask wrapper chatbot with no data sources or disclaimers, not worth figuring out which is real. #AI#LLMs#Health

    Healthcare Chatbot is a Flask-based AI application that provides instant health-related assistance through an interactive chat interface. It helps users understand symptoms, receive basic health guida…

    mshekinasamuel763-droidLanguage unknown★8

  • D ZenitiumDNS No description; the name only suggests a DNS service, with no protocol support, deployment method, or configuration examples. There is not enough information to judge, so skip. #Network Security#Self-Hosted#DevOps

    DNSBunkerC#★12

  • D Sapple A C repository with no description and a name that doesn't point to any specific function; it can't be evaluated, so skip. #Networking#Linux#DevOps

    Quinton1110C★15

  • D emotion-system An empty-description repository; the name suggests an emotion system, but the purpose, technical approach and target users are all unknown. Can't evaluate. #Web Frontend#UI Design#AI

    bvsdenJavaScript★10

  • D Aniimo-Twining-Toolkit A catching and combat helper for Aniimo whose description is keyword-stuffed, with no version, screenshots, or install instructions. It shares the same origin as other game-cheat repos in this batch, with zero credibility. #Games#Scams#Game Cheats

    Aniimo Twining toolkit with creature capture, elemental settings, combat controls and Homeland progression tools for PC.

    nicksantos-ops2093q0Language unknown★8

  • D OpenJade The description is just the two words Jade Client; it's unclear whether it's a client, a mod or a cheat tool, and there are no usage instructions. There's no way to tell what problem it solves, so skip. #Games#Plugins#Windows

    Jade Client

    TewxxJava★12

  • D guoapp The repository has no description, and the Dart code alone doesn't reveal its purpose or target users. Not enough information to judge, so skip. #iOS#Android#Productivity

    WatanabehatoDart★9

  • D share Empty description, just a Jupyter Notebook repository; it's unclear whether it's data sharing, model experiments or something else. There's nothing to evaluate. #Data Analysis#Learning#ML Research

    WorldOfPetsJupyter Notebook★14

  • D 110 The repo has no description at all, so it is impossible to tell what it does or who it is for, only 11 stars and a repo a bit over a day old. There is nothing to review, so per the rules it is skipped outright. #Learning#Documents#Productivity

    Calden-JJPython★11

  • D BBReader No description, no documentation, only language and star count. There is no telling whether it is a reader, a scraper, or something else, and no usage clues, so it cannot be evaluated. #Documents#Learning#Web Frontend

    CarbeneJavaScript★8

  • D indie-game-vibe-coding-skills No description; the title points to an indie-game vibe coding skill pack, a prompt/skill collection. With no content or usage notes, there is no way to judge whether it is worth a look. #Agent Skills#Game Dev#Prompting

    GarrettPetersenLanguage unknown★8

  • D gittest An HTML repo named gittest with no description; there is no telling whether it is a test or a tool, so skip. #Learning#Testing#Web Frontend

    JanoeszkiHTML★10

  • D front_end_dev A front-end practice repo with no description and nothing to review, so skip. #Web Frontend#Learning#Documents

    MaartenHoebekeHTML★8

  • D tetris An undescribed Tetris repository, a common practice project; skip. #Games#Web Frontend#Learning

    OspannTypeScript★8

  • D atria-inject-tools An undescribed repository named inject; its purpose and safety can't be confirmed, so skip. #Reverse Engineering#Windows#Debugging

    PanduAldiPython★8

  • D HV An empty-description repository with no way to tell what it does. The star count doesn't match the content, so skip it. #Windows#SDKs#Automation

    elmdodnirbrimoj9390-blipC#★31

  • D health-companion A Python repo with no description and no README, so it's unclear whether it's a health app, a data script, or something else. It doesn't even say what it does, so skip it. #Health#AI#LLMs

    liushuai0922Python★8

  • D fm-with-jev No description, and the repository name only mentions "jev," revealing no functionality. There's no information to evaluate. #LLMs#AI Agents#Learning

    jasonkneenLanguage unknown★8

  • D jtyurtwew A same-name placeholder repository with no description and no README, jumping to 66 stars in half a day, completely disproportionate to its content. Nothing runnable is visible, so it can only be seen as star farming. #Scams#Marketing#Social

    jtyurtwewLanguage unknown★66

  • D wake-lottery An undescribed Python lottery script; it's unclear whether it's an automation tool or a marketing artifact, with no usage or examples. The star count doesn't match the content. #Scams#Crypto#Social

    lupipi222-langPython★13

  • D RDR2-Respocket-AIO-Soft A cheat tool for RDR2 whose description is just "Best Software Yet," with no version or instructions. It matches the same template as several Respocket repos in this batch, a typical cheat distribution shell. #Game Cheats#Games#Scams#rdr2

    Best Software For RDR2 Yet

    mccau55C++★20

  • D DF-experiments No description and no README; the name alone can't tell you whether it's a data-flow experiment or something else. The 24 stars lack explanation, and there's no reason to open it. #ML Research#Data Analysis#Science

    nithya04052007Language unknown★24

  • D Apex-Respocket-AIO-Soft An Apex cheat program with only the one-line "Best Software Yet" pitch, no version or implementation notes. It's the same template as the Respocket series in this batch, a cheat distribution repo. #Game Cheats#Games#Scams#apex-legends

    Best Software For Apex Legends Yet

    ocgaminC++★20

  • D Arc-Raiders-Respocket-FPS-Booster An Arc Raiders frame-rate booster described in a single sentence with no implementation notes. Like the other repos in this batch it's a templated product and can't be trusted. #Game Cheats#Games#Scams#arc-raiders

    Best Software For Arc Raiders Yet

    olasvollC++★20

  • D Gta-V-Respocket-AIO-Soft A GTA V cheat program with only the one-line "Best Software Yet," no version or instructions. It's the same template as the Respocket repos in this batch, a cheat distribution shell. #Game Cheats#Games#Scams#gta-v

    Best Software For GTA V Yet

    sterjajogC++★20

  • D LoL-Respocket-Changer A League of Legends skin-swap/cheat script with a one-line description, a templated repo with no credible implementation notes, mass-produced by the same author. #Game Cheats#Games#Scams#league-of-legends

    Best Software For League Force Yet

    sterjajogC++★20

  • D mm2-free-script A free cheat script for Murder Mystery 2 on Roblox with ESP, auto-farming, silent aim, and more. It's game cheating, so it's ruled out outright. #Game Cheats#Games#Scams#roblox

    Free keyless Murder Mystery 2 (MM2) script for PC — Role ESP, Auto Farm, Silent Aim, God Mode, Kill All, Fly & Noclip

    teirofaC++★19

  • D testrepo An empty repository named testrepo with nothing to review; skip. #Learning#Documents#Testing

    RobinMachielsHTML★10

  • D Myfirstrepo A repository named Myfirstrepo with no description, a personal first practice project; skip. #Learning#Documents#Productivity

    RubenMassaLanguage unknown★10

  • D -https-ryze-mcp-links.vercel.app- The repository name is just a URL and the description is only that link, with no code or explanation. Zero information; skip. #MCP#APIs#Marketing

    https://ryze-mcp-links.vercel.app/

    baponray12357-svgLanguage unknown★12

Show HN 4

S

Show HN: HN.watch – Videos of all Hacker News posts

Show HN

Turns any article into an HTML-rendered explainer video in seconds at about $0.04 each, pushing video from dollars-per-minute to cents-per-second and creating a new content cost structure. 118 points plus MCP, Chrome extension and ChatGPT plugin distribution validate demand, and Scrimba is a mature YC-backed company that could sell B2B PR/documentation video subscriptions; the risk is rough visuals and easy copying by Loom, Canva and other large players.

Hi HN, I’m Per, founder of Scrimba (YC S20). We’ve spent the last decade teaching people how to code with an HTML-based video format. We’ve now plugged an LLM into it, so that people can create explai…

#Video#AI#MCP

▲118

A

Show HN: OpenAPPA – open-source deterministic guardrails that don't break agents

Show HN

Provides deterministic guardrails for multi-tool agents: a data-oriented policy language plus DualLLM, claiming leakage drops from about 10% to single digits without sacrificing utility. Enterprise agent deployment needs permission and leak-prevention consoles, a clear budget line backed by papers and benchmarks, but Cedar/OPA and big-vendor native policy systems compete, and only 23 HN points suggests real customer adoption is still needed.

Hi Hacker News! Matvey, one of the authors, is here. While building enterprise agents, we ran into a problem: the more tools you connect to the AI, the higher the chance it will run out of control and…

#AI Agents#App Security#Privacy

▲23

B

Show HN: Free alternative to graphics design giants

Show HN

A WebAssembly-based browser raster and vector design tool, free without registration, with 101 points driven by strong sentiment against Adobe subscriptions and high immediate value. It could pursue traffic-based ads or paid team collaboration, but Photopea, Figma and Canva AI already own mindshare, and the free no-account model itself lacks a clear paid conversion path.

A webassembly web based app that help editing raster and vector on browser without any subscription or signups

#WebAssembly#Images#UI Design

▲101

B

Show HN: PaperMono, e-ink fridge magnet shopping list with mobile web page

Show HN

Turns an M5Stack e-paper display into a fridge shopping list synced to a phone web page, with 127 points coming from the story of real household daily use and fully vibe-coded development rather than the technology itself. It could extend to hardware kits or template sales, but it is essentially a personal hobby project and would need reminders, recipes and other scenarios to become a product; the M5Stack ecosystem is niche.

Fridge magnet shopping list on an M5Stack PaperMono (ESP32-S3, e-ink touchscreen), synced with a phone web app over Wi-Fi. Works offline, ~2,400 lines of C++. This is a great wee device! BLE, Wi-Fi an…

#Hardware#IoT#Productivity

▲127

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