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09.22 Today's Picks

320 new projects found today, 142 rated.

Created 2026-09-20 – 2026-09-22Fetched 587Filtered 50Rated 34

S · Look today

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preflight

ghuntleyRust

A local proxy that scans LLM inputs and attachments for secrets before requests go out, addressing the frequent incident of employees pasting credentials into AI and leaking them. The author is influential and enterprise AI security budgets are clear, with a chance to become a DLP standard layer; competitors are vendors' built-in privacy filters and security gateways like Zscaler.

A local proxy that scans LLM requests and attachments for secrets before they reach the model.

#Secrets#Privacy#LLMs#CLI

★63

A · Worth watching

A

arc-cua

shhivvPython

Provides a faster action-execution layer for computer-use agents, bypassing the slow loop of screenshot-then-reason at each step and directly targeting the latency bottleneck of GUI agents. 125 stars show CUA teams are looking for infrastructure, with potential to become the default action runtime; the risk is OpenAI and Anthropic's built-in toolchains absorbing this layer.

Superfast action layer for computer-use agents

#AI Agents#Automation#Multimodal

★125

A

OpenDLSS-NR

maanHimselfJavaScript

Rewrites NVIDIA's neural rendering super-resolution network in Vulkan and claims bit-exact parity with the original, addressing the unavailability of super-resolution on Linux and non-NVIDIA GPUs. 70 stars is few, but if it lands in Mesa or Proton it could become the open-source standard implementation; the biggest risk is patent litigation, and bit-exact parity needs reproduction.

A Vulkan reimplementation of NVIDIA's DLSS 5 Neural Rendering network, bit-exact against the original.

#GPU#Reverse Engineering#Game Porting

★70

A

briefd

ismailperimGo

A self-hosted context compiler that packs team docs from git into MCP bundles under a token budget for coding agents. It targets the real agent-context problem, but only serves teams already using MCP.

Your agents, briefed. Not flooded. Self-hosted context compiler: git-backed team knowledge served to coding agents as token-budgeted bundles over MCP.

#AI Agents#MCP#Knowledge Base#Self-Hosted

★20

A

WeChatBridge

freestyleflySwift

A native macOS tool that exports WeChat chat history to an AI agent or Obsidian, a real pain point for people building personal knowledge bases. The risk is that reading WeChat data involves privacy and API stability, and long-term usability depends entirely on maintenance.

Native macOS tool for one-click forwarding of WeChat chat records to AI Agents and Obsidian

#AI Agents#Privacy#Documents#macOS

★26

A

nyra-forced-aligner

nyrahealthPython

A forced aligner for natural speech that outputs word- and phoneme-level timestamps, aimed at real speech with pauses and restarts. It fits voiceover and clinical speech better than general tools, but lacks public evals and its ecosystem is very new.

Word and phoneme level speech timing for spontanoues speech. Fast, accurate and robust.

#Speech#ML Research#Audio

★17

A

renfecli

seifreedGo

An unofficial command-line client for Renfe timetables and fares that also serves agent calls. Spanish commuters would use it immediately, and the author is upfront about it being unofficial; the niche is small and maintenance rests on one person if the API changes.

CLI no oficial de Renfe, pensada también para agentes — horarios y tarifas reales de tren desde la terminal

#CLI#APIs#Productivity#Automation

★30

A

dewarr

logabellPython

Self-hosted audiobook discovery and auto-download that pulls Goodreads/Hardcover lists and integrates with Audiobookshelf, filling a gap in the *arr ecosystem. It depends on third-party list sources, and copyright for downloads is on you.

Self-hosted audiobook discovery, Goodreads and Hardcover lists, Audiobookshelf integration, and automatic downloads.

#Self-Hosted#Audio#Downloaders#Automation

★23

A

atlas-vtt

ByteMirrorTypeScript

Brings battle maps, tokens, fog of war, dice and initiative into Obsidian, with a separate player view. A ready-made need for people taking RPG notes in Obsidian, and the scope is restrained; limited to single-table offline use, with Foundry VTT as the alternative.

Offline virtual tabletop for Obsidian: battle maps, tokens, fog of war, dice, initiative and a separate player view.

#Plugins#Games#Knowledge Base#obsidian

★17

A

omarchy-icloud-photos

jankeesvwQML

Browse iCloud Photos in a native window on the Omarchy desktop, synced via icloudpd, with day-by-day browsing and undoable deletes. Scope is restrained and docs honest; it suits Arch desktop users tied to iCloud, but functionality is narrow.

Your iCloud Photos library as a native window on Omarchy. Sync with icloudpd, browse by day, delete with undo.

#Linux#Images#Productivity#icloudpd

★22

A

video-editor

oil-oilPython

A rough-cut Skill for voiceover that automatically finds pauses, slips, and restarts, then exports with micro-fades to avoid pops. It can save voiceover creators hours, but relies on an LLM judging each segment, so quality and cost remain unverified.

Smart general-purpose video rough-cut and slip-of-the-tongue/blooper removal Skill: automatically detects speech pauses and silence, uses a large model with concurrent sliding windows to identify slip…

#Video Editing#Agent Skills#LLMs#Speech

★23

A

job-filter-assistant

qghjw1216-netizenJavaScript

A job-filtering extension for BOSS Zhipin and 51job that passively scrapes, matches each posting against an AI profile, and exports results, keeping data local. It saves effort for mass applicants, but breaks whenever job sites change their pages.

Chrome extension (MV3) for job filtering on BOSS直聘 / 前程无忧: passively captures job listings, AI profiling and per-job match analysis, multi-protocol AI integration, batch analysis and export. Data is s…

#Browser Extensions#Jobs#Productivity#LLMs

★31

A

Cove

tonychuhaiJavaScript

A live macOS desktop scene built with Three.js: an aquarium you can fish in and a rabbit that chases the mouse, for people who want their screen to feel alive. The description is honest and it is a clean little toy; the limit is that it is purely decorative, closest to Shimeji-style desktop pets.

A living scene on the Mac desktop: an aquarium where you can fish, and a lop-eared rabbit that chases the mouse broom and bites it. Open source, macOS, Three.js.

#macOS#3D#Web Frontend#Animation

★45

A

stellaris-galaxy-forge

IanHeinrichTypeScript

Directly edits the galaxy map in Stellaris saves: move systems, draw hyperlanes, change nebulae and spawn points, with byte-level edits plus backup and undo. Immediately usable for map editors, with clear boundaries; it only breaks when the save format changes.

Galaxy map editor for Stellaris saves and static galaxy scenarios: move systems, draw and cut hyperlanes, shape nebulae, place initializers and spawn points. Byte-level edits, backups, undo.

#Games#Editors#stellaris

★15

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

BHas a spark20
  • B investigation-video-skill Packages the full pipeline of faceless long-form business investigation videos—word-level timestamped TTS, footage coverage, Remotion compositing, mixing, thumbnails and copy for eight platforms—into a Claude Code skill that produces a video from one sentence. It hits the capacity pain of batch account teams and could sell template subscriptions or SaaS; risks are platforms flagging low-quality content and footage copyright. #Agent Skills#Video#Content Writing#claude-code

    A complete production pipeline for faceless business/consumer research long-form videos: one sentence to a 10-minute finished video, open-sourced as a Claude Code skill (TTS word-level timestamps, foo…

    trustfutureJavaScript★59

  • B dasheng Uses streaming ASR plus word-by-word judgment to give real-time pronunciation scoring for English reading aloud, solving the lack of instant feedback in speaking practice. 111 stars rides cheaper ASR and strong English-learning demand, and it could become an education SaaS or a scoring engine for exam prep; the biggest risk is established paid solutions like iFlytek already occupying the space, plus heavy reliance on third-party models. #Speech#Learning#Audio#CLI

    Read Aloud — R2T2 streaming ASR listening, Jev word-by-word judging, English reading scoring

    wquguruJavaScript★111

  • B editable-ppt-rebuilder Reconstructs images or scanned slides into editable PPT via OCR and image generation, emphasizing an auditable pipeline and strict quality checks. Useful for migrating old courseware, though the risk is that auto-generated layouts still need manual review. #Presentations#Documents#AI#Image Generation

    Auditable workflow for rebuilding raster slides into editable PowerPoint decks with OCR, semantic assets, ImageGen, and strict QA

    baoergerPython★45

  • B crush-monitor Uses LLMs to analyze WeChat chat logs for sentiment, intent, and reply performance, helping people gauge relationship progress, a dating/social assistant tool. 114 stars show real consumer demand and easy spread, but it relies on WeChat data scraping with high compliance and account-ban risk, and similar products are numerous and hard to charge for beyond subscriptions; watch for now. #LLMs#Privacy#Social#Data Analysis

    Crush affection monitor: uses Jev to analyze the emotion, intent, and reply performance of WeChat chats. Locally deployed, using your own API Key.

    FerryCorleoneTypeScript★114

  • B self-compact-pi-agent Lets long-running coding agents monitor their own context usage and compress proactively, a real pain point in agent engineering. As a Pi extension it's very small in scope, and readers should note it's tied to a specific harness. #AI Agents#Agent Skills#LLMs#CLI

    A Pi coding-agent extension that lets a long-running agent watch its own context and compact itself

    dislerHTML★28

  • B rizzo-flow Converges LLM output into typed decisions rather than free text, saving tokens and easing programmatic consumption, in the structured-output space. 223 stars in one day is a steep rise, but it is a local clone of the closed-source Jev, and multiple same-theme repos appeared around the same time, so the heat is questionable; no differentiation moat and limited commercial value. #AI#LLMs#SDKs

    The open, local take on Jev: typed decisions from an LLM, without generating a single token

    Rizzo-AI-AcademyPython★223

  • B 2Wild-Image-Video-Gen-Studio A single-file, zero-dependency Python web panel for remotely driving a set of ComfyUI instances to generate images and video, suited to people with multiple render machines. The scope is restrained and the approach plain, but the models it names look unreleased, so real usability needs checking. #Image Generation#Video#Self-Hosted#comfyui

    Plain-language web remote control for a fleet of ComfyUI instances (Qwen-Image-2.1 stills, MiniMax-H3 video). Stdlib Python, no dependencies.

    tonyd2wildPython★31

  • B quicktunnel Hides Xray behind Cloudflare Tunnel with one command, requiring no public IP or open ports, with an install wizard and QR code. The problem is that many similar one-click scripts exist, and this one shows no visible improvement. #Networking#Self-Hosted#CLI#Linux

    Xray (VLESS/WebSocket) behind a Cloudflare Tunnel (trycloudflare.com). One-command installer with a setup wizard, service, management CLI, and a terminal QR code. No public IP, no open inbound ports.

    hossinasaadiShell★16

  • B CnaEmulator A standalone simulation and testing environment for Cobalt Strike .cna scripts, a genuinely rare niche. But it is very narrow, has only 12 stars, and shows no verifiable runtime evidence, so it looks like a personal experiment. #Testing#Network Security#Debugging#cobalt-strike

    CnaEmulator is a standalone, general-purpose development, emulation, and testing harness for Cobalt Strike Aggressor Scripts (.cna)

    iterat0rJava★12

  • B gem-x.cpp Converts NVIDIA's human pose tracking model to GGML for local skeleton extraction, a direction and taste that fit. But it takes half a day to build, with no examples or weights, so it likely will not run if installed now. #3D#ML Research#Animation

    Track live or prerecorded humanoid movements to produce a 3D skeleton. C++/GGML conversion of NVIDIA's GEM-X

    localai-orgC++★14

  • B pi-session-hub Aggregates and searches past sessions from different coding agents like Claude Code, Codex and OpenCode, and lets you resume them, hitting the real pain of losing context when switching tools. But it only works within the Pi harness, so the audience is very narrow. #AI Agents#CLI#Productivity#LLMs

    Cross-harness session hub for Pi: browse, search and continue sessions from Claude Code, Codex, OpenCode, Crush and JCode without leaving your chat.

    GatetonTypeScript★16

  • B minesweeper Turns Minesweeper into a benchmark for LLM agents: same board, up to nine models in parallel, unified timing and tool layer. It reveals planning ability better than a chat arena, though the task is single and stars are still few. #Benchmarks#AI Agents#LLMs#Games#Testing

    A Minesweeper benchmark for LLM agents. One identical board, up to nine models in parallel, one clock, one tool layer.

    buddyJavaScript★13

  • B mkwii-ps5 Uses WiiCompiled to statically recompile the Wii version of Mario Kart for PS5, with AGC rendering and DualSense support. The technical approach is solid and useful to console recompilation hobbyists, provided you have a homebrew-capable machine and the original disc. #Game Porting#Reverse Engineering#Games#ps5

    Mario Kart Wii PAL on PS5 ; native static recompilation with WiiCompiled, AGC rendering and DualSense controls.

    Phi1owC++★33

  • B Color-Pallet A pure-browser palette, gradient and contrast tool, cleanly made but not beyond existing tools like Coolors. Color tools are saturated, so only worth it if you need self-hosting or want to read the source. #UI Design#Web Frontend#Productivity

    A fast, open-source color toolkit for developers and designers. Explore colors, build palettes and gradients, convert formats and check contrast. Runs entirely in your browser.

    Itz-MuraliTypeScript★42

  • B Light-sprite-renderer A small procedural sprite generation and rendering tool for Godot that works with light nodes. The idea is concrete and the scope restrained, but it serves only a niche art workflow, docs are thin, and stability is unclear. #Game Dev#Images#godot

    Simple Godot-based tool for procedurally creating and rendering sprites to be used by Godot's light-nodes

    MantimestwoC#★20

  • B claude-vs-codex A 93-second pixel animation drawn in code, which the author admits was a single generation; it is fun enough. But it is an artwork, not a tool, with nothing reusable beyond amusement. #Animation#AI#Video

    A 93-second pixel-art cartoon about Clawd and Codex, written entirely in code by Claude — one-shot, 1 user turn.

    kirillshshPython★29

  • B ah-douyin-clean-downloader Feeds a Douyin link to Codex to download the original video without a watermark and archive it by creator, explained in one sentence. But watermark-free downloaders are everywhere; the only novelty is using an agent as command-line glue, and platform-rule risks go unmentioned. #Downloaders#Watermarks#Automation#Video

    Hand a Douyin link or share code directly to Codex to download the original video without platform watermarks and auto-archive it by creator

    ahang008Python★30

  • B sirca-shell The author's personal KDE Plasma 6 Wayland top bar and dock, complete with blur and popup animations. It is a personal desktop config upgrade with almost no reuse value for others, since Plasma's built-in panel suffices. #Linux#UI Design#Productivity

    My own top bar and dock for KDE Plasma 6 on Wayland. Popups grow out of the bar, everything is blurred and see-through, light/dark and 7 colours.

    onurolucC++★24

  • B ninfer-ternary-bonsai-ada Runs a 27B ternary model at 2.125 bits per weight on NINFER, targeting Ada sm_89 and Linux. Ternary inference is interesting, but this is a derived config for someone else's engine, with narrow hardware and near-zero docs; treat it as an experiment log. #LLMs#GPU#ML Research#Performance

    Ternary (2.125 bit/weight) Bonsai 2 27B on the NINFER engine — Ada sm_89, Linux. Derivative work of Neroued/ninfer; see README.

    CraneBWC++★16

  • B Parasite-Eve-HD-Remaster Uses static recompilation to bring Parasite Eve to PC at 4K/60fps; the approach is credible and the wording admits it's in progress. But the repo is less than a day old with no downloadable build, so for now just watch. #Games#Game Porting#Reverse Engineering#Windows

    Native PC port of PARASITE EVE via static recompilation — true 4K rendering, 60 fps, HD Remaster Not an emulator. Work in progress.

    faligameLanguage unknown★26

COrdinary43
  • C JevHarness Lets the LLM generate a dedicated agent harness for each task and auto-tune it via trajectory rewards and GEPA evolution, in the hot self-improving agent direction. But it is tightly bound to the Jev ecosystem, only a single-point experimental implementation, and lacks reusable interfaces and a clear commercial landing point; not tracking for now. #AI Agents#Agent Skills#LLMs

    LLM-authored task-specific Jev harnesses with optional full-trajectory reward reflection and GEPA evolution.

    TianyuCodingsPython★81

  • C herdr-gpui Builds a native macOS client in Rust and GPUI for the Herdr daemon, centralizing terminal sessions, worktrees, and agent activity to visualize multi-agent workspaces. The direction is right, but it depends on a self-built daemon that has not broken out, so the user ceiling depends on upstream and the client itself is hard to charge for independently; skip. #macOS#Terminal#AI Agents

    Native macOS client for Herdr, built with Rust and GPUI. View terminal sessions, workspaces, Git worktrees, and agent activity through your local Herdr daemon.

    pensoRust★72

  • C chat-seek-vscode Locally searches historical Claude Code, Codex, and OpenCode conversations in VS Code, addressing scattered multi-agent chat logs that cannot be reused. The need is real, but it is only an editor plugin, and local search is easily replaced by official session search or built-in IDE features, leaving little room to charge; not tracking for now. #Editors#Plugins#AI Agents

    Local VS Code search across Claude Code, Codex, and OpenCode chats with Laya reranking

    fstandhartingerJavaScript★55

  • C monero-web-wallet A self-hosted non-custodial XMR web wallet built on the official monero-wallet-rpc, keeping keys local with two-step fee confirmation to address custody risk. But privacy-coin wallets already have mature options like Feather and Cake, and the web form expands the attack surface; commercially it can only move toward compliance services, so not tracking for now. #Crypto#Privacy#Self-Hosted

    Self-hosted, non-custodial Monero (XMR) web wallet: dark responsive UI on top of the official monero-wallet-rpc. Keys stay on your machine, two-phase sending with explicit fee review, Windows quick st…

    AMLCheckerTypeScript★51

  • C ccodex-rotate A local Codex reverse proxy that rotates a node pool for health checks and injects per-model session state, essentially a multi-account scheme to bypass account and rate limits. The Go implementation has engineering substance and 73 stars show real demand, but it violates terms of service and can be banned anytime, so it cannot become a legitimate commercial product; skip. #Networking#LLMs#Automation

    Local Codex reverse proxy: rotating proxy-node pool, lazy health failover, and per-model 292 turn-state collection/injection. macOS + Windows.

    446599Go★73

  • C codex-model-watch Monitors whether the model actually called by Codex is secretly downgraded, responding to widespread anxiety that models are getting dumber. The pain point is real and easy to spread, but the implementation is just credential probing and comparison, breaks once the vendor changes its API, and is hard to charge for independently, a short-lived tool; skip. #Monitoring#AI#LLMs

    I've recently been suffering a lot from codex's model getting dumber, so I made this to monitor it. Sharing it now so you can check whether your own model has been swapped out (if needed, you can chec…

    ysh1112HTML★55

  • C RbxForge Provides CLI scaffolding generation for Roblox and Rojo projects, filling the Roblox ecosystem's missing engineering tooling. The audience is large and willing to pay, but similar template tools are plentiful; more suspiciously, another account released a same-named repo around the same time with similar star counts, so star growth is questionable; skip for now. #Game Dev#CLI#Games

    CLI project generator for Roblox and Rojo

    VolumeyascoopPython★99

  • C ai-engineer-roadmap Organizes an AI engineer learning path into a Markdown roadmap plus a blog series, addressing beginners' uncertainty about what to learn. The author is a well-known teaching blogger, and 153 stars in 1.4 days mostly come from existing fans, making it a content project; commercialization relies only on courses and ads, with no technical moat, so it cannot become a standard dependency. #Learning#AI#Documents

    AI Engineer Roadmap - A step-by-step AI Engineering roadmap to become an AI Engineer, with a blog for every topic.

    amitshekhariitbhuMarkdown★153

  • C RbxForge A CLI generator clone for Roblox/Rojo projects, functionally identical to a same-named repo from another account. Roblox tooling does have a market, but scaffolding generators are easily replaced by official or community templates, and the batch's stars cluster in the hundreds with releases only a day old, so real users cannot be confirmed; skip. #Game Dev#CLI#Games

    CLI project generator for Roblox and Rojo

    BansheeLightPython★97

  • C jev-dsh-decision Provides a structured decision plugin for agent harnesses, supporting backends like DeepSeek Harness, addressing unauditable agent decisions. The concept overlaps existing decision layers and is tightly bound to a specific harness and the Jev ecosystem, limiting cross-platform value and independent commercialization; skip. #AI Agents#LLMs#Plugins

    Jev DSH decision engine | a structured decision plugin for Agent Harness. Natively supports DeepSeek Harness, and supports OpenCode and Codex Harness via iPolloWork.

    Devin-AXISJavaScript★68

  • C apebrain Uses a 144-unit reservoir network to observe synthetic SOL market data, outputting attention, temporal memory, and risk decisions with replay support. Reservoir computing for trading is novel, but the training data is synthetic with no live-trading or fill evidence, which quant fields value most; without it there is no commercialization, so skip. #Crypto#ML Research#Fintech

    An engineered 144-unit reservoir observing synthetic SOL markets: attention, temporal memory, valuation and caution, with every decision replayable and every cost accounted for.

    defemisbackJavaScript★52

  • C open-jev Runs one forward pass over text plus typed questions and returns a calibrated probability distribution without generating content, a clean idea. Unfortunately it surfaced alongside a dozen Jev-ecosystem repos, and its provenance and docs do not hold up. #LLMs#AI#SDKs

    open-jev is a browser-focused TypeScript library for typed decisions: one piece of text (the state) plus any number of typed questions go in, and one forward pass returns a calibrated probability dist…

    nico-martinTypeScript★18

  • C builder Another Lovable-style AI site builder, built on Puter's own platform. The team is credible, but the description is all emoji and slogans, never explaining how generated output is deployed or how it differs from rivals; a classic 'yet another'. #LLMs#Web Frontend#Open-Source Alternatives#AI Agents#lovable

    📦✨ AI Builder For Creating Sites and Apps! An open-source alternative to Lovable, Replit, v0, and similar platforms.

    HeyPuterJavaScript★40

  • C laya-playground A demo site for the open-source decision model Laya, with two games, a benchmark, and an agent skill to prove the model works. It is essentially a companion demo lacking independent product value and a charging point, and its showcase effects are hard to verify externally; not tracking for now. #AI#Benchmarks#Games

    A website, two games, a benchmark and an agent skill for Laya, the open-source decision model. Runs on your machine.

    wdobryJavaScript★61

  • C blender-video-workflows Chains Codex and Blender into two workflows, reference-video recreation and white-model animation, producing prompts then handed to video models. It is a personal workflow share lacking a product form, and the AI video toolchain changes so fast that official capabilities could easily swallow it; skip. #Video#3D#Prompting#Agent Skills

    Two Codex + Blender workflows: reference video replication and original white-model animation → prompts → AI video generation

    modengsirLanguage unknown★62

  • C ComfyUI-Qwen-Image-2.1-Prompt-Enhancer Wraps Qwen-Image prompt enhancement into a ComfyUI node, addressing unstable quality when hand-writing prompts for image generation. Its 101 stars mainly ride ComfyUI ecosystem traffic, but similar enhancement nodes are numerous with almost no barrier and hard to charge for, a plugin-level tool that is not an investment-grade signal. #Image Generation#Plugins#comfyui

    ComfyUI Custom Node for Qwen-Image-2.1 Prompt Enhancement , support T2I , Image Edit

    benjiyayaPython★101

  • C OpenJev An API that constrains model output into typed decisions using restricted logprobs, more interesting than a chat wrapper, and it does name what it should be compared against. But the terminology is invented and the description abstract, with no clear way to install or use it; 16 stars remain unverified, so leave it for observation. #LLMs#APIs#ML Research

    OpenJev: Open-source alternative to TypeSafe Jev. Typed probabilistic decision API (Choice, Noul, Score) powered by open LLMs & constrained logprob calibration.

    zhangcy122HTML★16

  • C QuickShop Highly similar to a same-named Roblox store template repo, providing purchase and inventory logic with server-side validation. Template projects have low barriers and are easily copied, and the batch's accounts released similar repos at the same time with converging star counts, suggesting mutual boosting rather than real adoption; skip. #Game Dev#Games#E-commerce

    Shop and inventory template for Roblox with server-validated purchases

    DriftmireminisceLuau★97

  • C QuickShop A Roblox store and inventory template with a server-validated purchase flow, saving developers the time of rebuilding an economy system. It is a template business with low unit price and easy replication; multiple accounts released identical repos at the same time with similar star counts, so growth looks like mutual boosting rather than real demand, not worth tracking. #Game Dev#Games#E-commerce

    Shop and inventory template for Roblox with server-validated purchases

    DrizzleConurePassageLuau★98

  • C Northstar Claims to be a Windows-first local policy workspace, but the description does not clarify which specific workflow it solves, and its 101 stars may come from naming and topic heat rather than real use. Lacking verifiable features and user evidence, it shows neither developer necessity nor a clear charging point, so there is not enough information to bet on. #Productivity#Windows#Knowledge Base

    Northstar / 北辰 — Windows-first local strategy workspace

    garlandleonor827-sketchTypeScript★101

  • C reddit-radar An MCP service plus hosted API for semantic scanning of Reddit discussions, with "evidence-first" as packaging. Reddit MCPs are already abundant, and there is no evidence of retrieval quality. #MCP#Social#Data Analysis#APIs

    Reddit Radar — binlerce Reddit konuşmasını semantic olarak tarayıp evidence-first intelligence döndüren MCP sunucusu + hosted API

    oguzhankayanTypeScript★33

  • C little-critters Draws a crowd of little animals that follow your mouse, pure frontend and runs on open, with a clean feel. But it is a visual toy with nothing reusable; you look once and move on. #Animation#Web Frontend#Images

    Paper Companions · a group of little animals drawn by code; the ones near your mouse turn their heads to stare at you

    GordenSunJavaScript★36

  • C yan A paper-and-ink style local OpenAI-compatible chat frontend with a lightweight code agent. The aesthetic is the differentiator, but similar clients are plentiful and its features and plugin ecosystem can't compete. #LLMs#UI Design#Self-Hosted#AI Agents

    A local OpenAI-compatible chat frontend and lightweight code Agent in a clean paper-and-ink style

    Master-NornaJavaScript★16

  • C hd2-lua-mod-skill Packages "how to write Helldivers 2 Lua mods" as an agent skill, feeding game mod knowledge to a coding assistant. The audience is very narrow and there's no sample output proving it can produce a working mod. #Agent Skills#AI Agents#Games#helldivers

    a skill make agent know how to build a lua mod of helldivers 2

    MrChengl11Python★15

  • C gt-2-pc Claims a native port of GT2 to PC and Quest 3, but the repo is one day old with no build instructions or releases. Static recompilation ports are interesting, but for now this repo is only a declaration. #Games#Game Porting#Reverse Engineering#Windows

    A native C++ port of Gran Turismo 2 for Windows PC, PCVR and Quest 3 Standalone VR

    dubrovskiy-yevhen-stakelogicC++★21

  • C bevy_debug_view A small debug visualization crate for the Bevy engine, aimed at game prototypers who want to see runtime state. But there is no description or usage guide, no clear difference from built-in gizmos, and 15 stars in a day proves little, so skip it. #Debugging#Game Dev#Games

    tbillingtonRust★15

  • C jeval A tool that measures Jev classifier confidence and sets human-takeover thresholds by error cost, a concept that makes sense. But a dozen Jev-ecosystem repos appeared within two days and the upstream cannot be verified, so hold off. #LLMs#AI#Benchmarks

    Measures what your Jev classifier's confidence is really worth, and sets the human hand-off line from what a mistake costs.

    rlaopePython★14

  • C AegisCrawler A browser capture platform that records once and replays, with Go scheduling and ScriptCat execution. It piles on features and leads with "production-grade," but shows no proof it runs and its scope is too scattered. #Automation#AI Agents#Browser Extensions#LLMs

    Record once, replay forever — a production-grade browser data-collection platform. A PageResearch Agent extension turns real interactions into humanized DSL rules, a Go server schedules lease-based ta…

    singhand-labsGo★14

  • C jev-calibrate Calibrating Jev questions against its own annotations and giving per-question verdicts is a reasonable idea. But it is still an unverifiable Jev ecosystem, and the author marks it Unofficial, signaling upstream instability. #LLMs#AI#Benchmarks

    Calibrate Jev questions against your own labels: tune criteria on labelled examples, confirm on a held-out set, get a verdict per question. Unofficial.

    smkrvTypeScript★31

  • C Nuvia-Musics A local Android music player that calls itself premium. Open-source implementations in this category are already numerous, and with no stated differentiator it's just another player. #Android#Audio#UI Design

    A premium, open-source Android music player.

    aadhil06devKotlin★12

  • C laya-vs-jev Lets local MLX models and cloud models play the Chrome dinosaur game side by side, with metrics and replay, essentially a comparison demo of putting LLMs into a game loop. The idea is somewhat interesting but feels like a personal experiment: no stated audience, the term Jev is unverifiable, and 20 stars in half a day means little. #ML Research#Benchmarks#Games#macOS

    Laya vs Jev: local MLX and hosted AI decisions playing T-Rex side by side, with live metrics and replay recording

    virajbhartiyaPython★20

  • C psntrophiesWeb A Portuguese PSN trophy lookup web page that the author says is only for learning. Functionally PSNProfiles already covers this more completely, so unless you want a practice project to read, there is no reason to switch. #Games#Web Frontend#APIs#playstation

    Website pra ver seus troféus atuais na PSN (PS Vita, PS4, PS5) Projeto criado apenas por fins educacionais, sem fins lucrativos

    CelinDevJavaScript★15

  • C jevals One line bundles agent evaluation and guardrails, claiming to be "based on Jev, Kev and Laya," though the latter two names cannot be found. No eval protocol, metrics, or usage are written. #AI Agents#LLMs#Benchmarks#Testing

    Agent evals and guardrails in one request. Built on Jev, Kev and Laya.

    openlayer-aiPython★45

  • C pi-jev-skill-picker Ranks Pi Agent Skills using something called TypeSafe Jev, one link in the Jev ecosystem. The upstream it depends on cannot be verified, and on its own it has no value. #AI Agents#Agent Skills#LLMs

    Rank Pi Agent Skills for the current task with TypeSafe Jev

    safzanpiraniTypeScript★22

  • C GaugeVLM A research repo claiming to build spatial supervision for vision-language models through measurable geometric interventions, potentially relevant to people working on spatial reasoning. But it has only a paper-style title, the code is mostly CSS like a project page, and reproducibility is unclear, so not recommended yet. #ML Research#Multimodal#Science

    GaugeVLM: Structuring Spatial Supervision with Measured Geometric Interventions.

    wafer-bobCSS★13

  • C AirCard-zh A full Chinese localization of AirCard, which turns an iPhone into a wireless network adapter for a Mac, saving Chinese users a step. But it's essentially a translated distribution that must track upstream changes; its value depends on how much you need this feature. #macOS#iOS#Hardware#aircard

    AirCard Simplified Chinese version — turn an iPhone into a wireless physical card for a Mac (full Chinese localization of github.com/Mak5er/AirCard)

    SheldonJoOSwift★16

  • C fast-long-context The model name "Qwen3.8-27B Abliterated" matches no real release, and the 256K context and 240-300 tok/s cannot be reproduced. It reads more like a config share for specific GPUs than a usable tool. #LLMs#Performance#GPU

    Easy local setup for Qwen3.8-27B Abliterated: 256K context and measured 240-300 tokens/s generation on an RTX 5090.

    satellitedownPython★28

  • C spring-ai-typesafe A Java SDK and Spring AI integration for the TypeSafe AI JEV API. The upstream API cannot be verified, so this integration layer has nothing to connect to right now; wait for a real server to appear. #SDKs#LLMs#AI#MCP

    A Java SDK for the TypeSafe AI JEV API, & Spring AI TypeSafe integrations.

    spring-ai-communityJava★13

  • C BackAuto The description calls it a .NET 8/Windows Forms backup tool, yet the repo language is C++, and "modern, lightweight, efficient" is empty talk. Backup already has Duplicati and restic, and no difference is visible here. #Backup#Windows#Productivity

    BackAuto is a modern, lightweight, and efficient automated backup utility built with .NET 8 and Windows Forms. Designed for performance and reliability, it allows users to protect important files effo…

    drJhonatan00C++★36

  • C university-skill A skill pack that puts a professor into an AI and turns any topic into a lesson. It has some usability for people wanting structured explanations, but it is essentially a prompt collection; one line of marketing cannot hide the lack of engineering substance, and alternatives are plentiful. #AI#Agent Skills#Prompting#Learning

    Put a university professor in your AI and turn any topic into a real university lecture. Put a university professor in your AI. Turn any topic into a real university lecture.

    walkinglabsHTML★19

  • C Jev-Register-Tool A pure-HTTP script chaining a service's application, confirmation email and API key creation, essentially automating free-tier farming. It has no migration value for ordinary developers, similar signup scripts are everywhere, and terms-of-service risk goes unmentioned. #Automation#APIs#LLMs

    TypeSafe (Jev / System One) full-chain tool: apply → confirmation email → approval → register → create API Key, pure HTTP with no browser

    2951461586Python★14

  • C omarchy-sunset-theme A dark sunset theme for the Omarchy desktop, and the author's color taste is good. But it's just a set of config files for Omarchy users only, offering too little information as a list entry. #Linux#UI Design#omarchy

    A dark, mid-century sunset theme for Omarchy Quattro

    bjarneoLanguage unknown★22

  • C life_quests Wraps daily to-dos as game quests; the idea isn't new and the implementation looks like a personal side project. With no screenshots and no word on where data is stored, it's hard to judge whether it's worth using. #Games#Productivity#Health

    turn your life into game quests

    doctorFrankinshtanePython★12

DSkip65
  • D jev-design Lets Jev generate an entire design system at runtime from one sentence to render a console, an AI-generated UI demo. Generative UI is currently poor in reliability and maintainability, and real teams will not let a model improvise their design system, so commercial value is limited; skip. #UI Design#Web Frontend#AI

    Can a model design a dashboard? A console whose whole design system is generated at runtime by Jev from a one-sentence brief.

    biluneTypeScript★54

  • D typesafe_register A registration bot for typesafe.ai that mass-registers accounts to bypass the paywall and get free quota, solving the desire not to pay rather than an engineering problem. 84 stars in 0.4 days show strong grey-market demand, but it depends entirely on the target site's vulnerabilities, can break anytime, has no commercialization path, and carries high legal risk; skip. #Automation#CLI

    typesafe.ai registration bot, extremely optimized, unlimited jev

    FutureppoPython★84

  • D ai-manager "Desktop manager for AI coding tools" — not one concrete feature in the whole sentence, so it's unclear whether it manages configs, sessions, or quotas. Without screenshots or usage, it's just a placeholder repo. #AI#LLMs#Productivity

    AI Manager desktop application for AI coding tools

    OnlistTeamRust★23

  • D plugin-open-platform A public distribution repo for MemoMind plugin development, but it never says what the plugin is, how to develop one, or who it is for. One positioning line means no entry point. #Plugins#AI Agents#MCP

    Plugin Open Platform is the public distribution for MemoMind plugin development.

    memomind-openC★22

  • D kcode A renamed redistribution of Apache-2.0 ZCode; the README honestly states it is unaffiliated with the official project, but beyond the rename it does not say what changed. AI editors are already crowded, so just look upstream. #AI#LLMs#Editors#CLI

    Open-source AI coding workbench, including desktop, Web, and terminal. Based on ZCode (Apache-2.0), with no official affiliation with Z.ai / Zhipu.

    7836246TypeScript★13

  • D jev-spring-boot-starter A Spring Boot 4 starter letting Java services call a newly released model via RestClient. The code is probably tiny, and its value depends entirely on whether that model is worth using. #LLMs#SDKs#APIs

    A simple Spring Boot 4 starter for TypeSafe Jev using Spring MVC and RestClient

    danvegaJava★27

  • D laya_ex An Elixir wrapper around a newly released model API, and the interface itself is thin. Unless you happen to call this model from Elixir, value is limited, and neither the model nor the ecosystem has credible third-party validation yet. #LLMs#SDKs#APIs

    An Elixir library wrapping ConvAI Innovations' OSS Laya system one model

    ChristianAlexanderElixir★13

  • D SOL-FOR-GIT-CLUB A community token and airdrop project on Solana with no developer-tool attributes; its 97 stars most likely come from airdrop hunters farming stars. It solves no engineering problem and has no sustainable business model, a typical one-off token marketing play with very high risk; skip. #Crypto#Blockchain

    SOL FOR GIT CLUB — community token and airdrop project on Solana.

    DriftmireminisceLanguage unknown★97

  • D dohnuts Claims to build a "small multimodal model for direct decision-making," but offers only a vision statement and a System One reference, with no data, weights, or run instructions. The author's past projects are good, but this repo isn't usable yet. #ML Research#Multimodal#LLMs#AI

    Dohnuts builds small multimodal models for direct decisions. -> System One model

    PsiACEPython★15

  • D ps4-exploit-kpatches A collection of PS4 kernel patches serving the console-modding community, with not a single line of description, so the firmware versions and usage are unclear. Useless to most readers and squarely in cracking territory. #Exploits#Reverse Engineering#Hardware#ps4

    Al-AzifC★13

  • D crypto-payment A crypto payment gateway described only as 'for everyone', with no word on which chains it supports, how to integrate, or whether callbacks and reconciliation exist. Payments cannot afford vagueness, so it is unusable today; the alternative is BTCPay Server. #Crypto#Fintech#E-commerce

    crypto-payment gateway open source for everyone

    Dropout324TypeScript★12

  • D open-spark-jev Uses Qwen3 on a DGX Spark as a "local decision model," borrowing the Jev and System One names. The hardware bar is high, the method and data are unexplained, and it's not yet directly usable. #LLMs#GPU#AI

    Open-source, local decision models inspired by TypeSafe’s Jev and System One - built on Qwen3 for NVIDIA DGX Spark.

    abhishek085Python★13

  • D jevchat A scaffold that wraps Jev in a chat interface, a typical API wrapper that solves no new problem. Its 71 stars in 1.9 days more likely come from ecosystem topic heat than real use, with neither technical substance nor a charging point, noise to be ignored. #AI#LLMs#AI Agents

    Turns Jev into a chatbot

    kyle-pena-nlpPython★71

  • D Open_Source-CTI-Tooling A list repo of threat-intelligence tools, laid out as an HTML page with no reviews or selection advice. Such lists live entirely on the maintainer's judgment, and a new one will struggle to beat the existing awesome-security. #App Security#Network Security#Knowledge Base#Learning

    Public Repository of Open Source Tools for Cyber Threat Intelligence Analysts and Researchers

    Chick3nHawk01HTML★13

  • D deconv-preflight No description; the name suggests a pre-deconvolution VRAM or parameter check. It got 17 stars in half a day, yet not a single sentence explains how to use it or whose problem it solves. #Debugging#Performance#GPU

    Re1nhard-1Python★17

  • D jev-dataops Bundles data filtering, quality evaluation, LoRA training, and evaluation under the "JEV-driven" label, with a long feature list but no instructions on how to run any of it. One of the same batch of name-borrowing repos. #LLMs#Data Analysis#ML Research

    An open-source JEV-powered workbench for streaming data selection, quality evaluation, automatic LoRA training and held-out model evaluation.

    RenaGaoPython★35

  • D Industry-Information-Assistant Claims to be a multi-agent collaborative deep research system but offers only one Chinese slogan, with no architecture, data sources, or startup instructions. The same author published six repos in 48 hours with highly similar star counts, looking more like batch placeholders than a real project; skip. #AI Agents#LLMs#AI#Data Analysis

    A multi-agent collaborative AI deep research system

    wjl8636Python★25

  • D laya-vs-jev-arena Pits two newly released models against each other in Snake and a fighting arena, looking like an evaluation but really a demo. No reproducible scores, no controlled variables — more like exposure for model names. #LLMs#Benchmarks#AI

    Laya (open source, local) vs TypeSafe Jev (API): two AI models race in Snake and fight in a Mortal-Kombat-style arena. Every move is a real model decision.

    PromptEngineer48JavaScript★14

  • D awesome-jev Yet another awesome list, and it only accepts projects with 100+ stars, using star count as the filter, which hands judgment to star farming. The ecosystem it covers only appeared a few days ago. #Knowledge Base#LLMs#AI

    We only curate source-reviewed JEV-related projects with 100+ GitHub stars — integrations, tools, open models, and experiments. Live gallery: beatapi.io/awesome-jev

    BeatAPIJavaScript★35

  • D Financial-Report-RAG The name points to financial-report RAG, but the repo has no description and does not cover data sources, chunking, or evaluation. Such projects are already plentiful, and with no verifiable details this looks like unfinished practice work; skip. #RAG#LLMs#Fintech#Data Analysis

    wjl8636TypeScript★17

  • D Jev-as-Policy Claims one-click setup of a simulation environment with evaluations to follow, but currently only a teaser. Such "coming soon" repos are especially common in robot policy work; wait until there are results. #LLMs#Robotics#ML Research#AI

    The highly anticipated open-source repository for JEV as Policy enables one-click setup of the simulation environment. Evaluations of Astra + JEV on benchmarks such as RoboTwin will also be released s…

    YuanKJingPython★17

  • D AI-Customer-Service-Assistant One of six repos the same author published within two days, with no description; the name suggests AI customer service. It does not say what it does, who it is for, or how to run it, and 17 stars look coordinated, so there is no way to judge value; skip. #AI#LLMs#AI Agents

    wjl8636Python★17

  • D Chat A Vue chat interface from the same batch of repos, with an empty description and no visible difference from existing LLM chat frontends. A typical practice or placeholder project with no usable evidence; skip. #AI#LLMs#Web Frontend

    wjl8636Vue★17

  • D Personal-Code-Assistant The name suggests a personal coding assistant, but the README has no explanation and does not say which languages it supports or how to connect it to an editor. That space is already filled by Copilot, Continue, and others, and this repo gives no reason to choose it; skip. #AI#LLMs#Productivity

    wjl8636Python★16

  • D SalesPilot The name sounds like a sales assistant tool, but there is no text saying what it does or who it targets. It is one of several repos the same author created in bulk recently, with star counts and creation times nearly identical, and lacks the most basic usable evidence; skip. #AI#LLMs#Marketing

    wjl8636Python★17

  • D an758x-stock2ubi No description; the name only hints at something about AN758x UBI images. With no docs or usage, it is effectively nonexistent to anyone unfamiliar with that chip. #Embedded#Linux#Hardware

    pbs05Rust★26

  • D KaLM-Jev Three local models of different sizes wrapped in a "Jev-style judgment engine," with no weight sources, evaluation, or usage instructions. Similar name-borrowing repos are appearing in batches, and nothing here looks reproducible. #LLMs#ML Research#AI

    Meet KaLM-Jev — your local, Jev-style judgment engine, available in Nano, Small, and Large.

    KaLM-EmbeddingPython★26

  • D Agnes-free-ai-video-unlimited Claims to generate unlimited free video for 24 hours, but it's actually a traffic funnel with no model or code details. Such "unlimited free" pages usually end in forced signups or ads, so don't click. #Video#AI#Image Generation#Scams

    Créer des vidéos gratuitement 24 heures sur 24 à peu près une minute trente pour générer une vidéo de 10 secondes

    LaurentVoanhHTML★18

  • D Comfyui-Spectrum-Qwen2.1 A ComfyUI node wrapper self-described as "Literal Slop," which even the author doesn't intend to introduce seriously. Its 28 stars only show the name hit a hot topic; there's no usable information. #Image Generation#AI#comfyui

    Literal Slop.

    awdqwdasdgPython★28

  • D jev-leftpad Uses Jev to pad strings, clearly a joke project riffing on the left-pad incident that solves no engineering problem. Its stars come from in-circle entertainment spread, with no user retention or commercial potential, pure noise; skip. #AI#LLMs

    Left-pad strings with TypeSafe AI's Jev. For reasons.

    fJavaScript★71

  • D kalshi_wash_trade The name directly points to wash trading on prediction markets, with no description or disclaimer. This is a gray-market script for market manipulation and shouldn't appear on any list. #Crypto#Fintech#Scams

    OctopusTakopiPython★27

  • D Open-Jev 87 stars and zero description, with the name attached to JEV. Nothing indicates whether it's a model, dataset, or tool, and together with the same batch of repos it's a clear sign of star farming. #LLMs#ML Research#AI

    Zefan-CaiPython★87

  • D kevMac The description is just six words: "Questions in. Answers out." It's unclear whether it's a model, client, or script. Whatever the technology, such a repo is effectively nonexistent to readers. #macOS#AI#LLMs

    Questions in. Answers out.

    arinltteSwift★16

  • D Hemmingway-1 Claims a 27B Apache-2.0 model with weights that "writes like a human," yet has no model card, evals, or download link, and even misspells Hemingway. A typical empty-shell release. #LLMs#AI#Scams

    Hemmingway-1 — a 27B model that writes the way a person writes. Apache-2.0 weights.

    lukeckprobiertsLanguage unknown★17

  • D jev-workflow-builder No description and no usage, just a newly appeared model name attached, with 53 stars concentrated within half a day. Suspicious alongside similar repos from the same batch; treat it as noise for now. #LLMs#AI#Automation

    CTNicholasTypeScript★53

  • D Jev-Quantum "Sub-microsecond System-1 model with accuracy following a Gaussian distribution" is jargon stacking that cannot be verified, with no weights, evals, or code notes. It is a marketing-style placeholder repo. #LLMs#AI#Scams

    A sub-microsecond System-1 model whose accuracy follows a Gaussian distribution

    karminskiRust★18

  • D jev-chat-JARVIS 936 stars in half a day with no description whatsoever, and Kotlin code that cannot be judged. The star count is wildly out of proportion to the information, a typical name-chasing star-farm; just skip it. #LLMs#AI#Android

    FinderchangchangKotlin★936

  • D jevfill An unnamed TypeScript repo with an empty description gives no clue what it does. It hit 15 stars in 1.4 days and closely matches a batch of other repos carrying the Jev name. #LLMs#AI#Scams

    imohitmayankTypeScript★15

  • D HUMANS.md The repo has no description at all, so from the name alone you cannot tell if it is a manifesto, a spec or a list, yet it has 25 stars in a day with nothing verifiable. Readers have no reason to click; start by saying what it is. #Documents#Knowledge Base#Prompting

    1lkLanguage unknown★25

  • D probiv-informacii A phone number, email, and name reverse lookup named "пробив," which is really doxxing assembled from data. Such repos involve privacy violations and should not be recommended. #Scams#Privacy#Social

    Information lookup: search and cross-match open mentions by phone, username, email, full name, and profiles.

    boty-po-probivuLanguage unknown★44

  • D probiv-po-nomeru-telefona Teaches searching by phone number and piecing together public information, essentially a doxxing workflow. It appears paired with the previous repo, part of the same batch, and is likewise not worth spreading. #Scams#Privacy#Social

    Phone number lookup: how to prepare a request, check open mentions, and cross-match the profiles found.

    boty-po-probivuLanguage unknown★38

  • D AIML-workshop Workshop or course materials with no description. This falls under teaching notes; even if good, it is not a tool to show readers today. #Learning#AI#ML Research

    kanaka2001CSS★51

  • D farbo-rastreamento An empty-description Go repo whose name hints at location tracking, but with no explanation, examples, or interface docs, there is no way to evaluate it. #Monitoring#Data Analysis#APIs

    pedrofarboGo★27

  • D multipassword An empty-description C++ repo whose name suggests password management. Password management most needs a clear security model, and here there is nothing. #Secrets#Privacy#App Security

    pilottX11C++★16

  • D Active-Matter-overlay A 37-module game cheat listing dual currency, loot, and quantum zone features. It's a cheat, with no shortage of similar tools and nothing worth recommending; executables of unknown origin often carry trojans. #Game Cheats#Games#Exploits

    37-module cheat/trainer for Active Matter — survival combat, extraction loot, dual currency, faction hub progression and quantum-zone tools.

    ModuleplusnareLanguage unknown★16

  • D limite-violetto An empty-description Python repo with nothing explaining what it does. It gained 27 stars within a day of creation, yet there is no content to judge. #LLMs#AI#Scams

    paradigma-incPython★27

  • D happy-wheels-overlay A 34-module Happy Wheels cheat that unlocks levels and achievements. A templated cheat repo whose description is just a feature list, with no engineering content to evaluate. #Game Cheats#Games

    34-module Cheat/Trainer for Happy Wheels — ragdoll immunity, vehicle tools, level editor unlocks, achievement completion and sandbox utilities.

    PortionsofinishLanguage unknown★23

  • D rust-mod-menu An ESP and no-recoil cheat suite for a Rust game, with a templated description and year gimmick. A cheat repo, not recommended. #Game Cheats#Games#Exploits

    Top Rust Gameplay Enhancement Suite 2026: ESP & No Recoil

    diancole-1330Language unknown★16

  • D brawlhalla-ai-menu A Brawlhalla gold and XP farming cheat whose description is stuffed with features and emoji. It's both against the rules and devoid of engineering value. #Game Cheats#Games

    ⚡ Brawlhalla Menu 2026 — Brawlhalla tool for Windows 10/11. Gold Farmer, XP Farmer, Auto Start Matches, Unlimited Lives, Rate Limit Detection, Custom Timings, Background Operation, Config System. Work…

    diane5442Language unknown★16

  • D free-fire-menu-tool Called a "menu tool," but the content is sensitivity settings and guides — the name doesn't match. Such list regulars are usually name-bait for traffic, with no code to evaluate. #Games#Game Cheats#Crack

    FFTricksHub is a repository dedicated to Free Fire players, offering useful tips, tricks, sensitivity settings, and gameplay guides to help players enhance their skills and overall performance.

    dylapatel18Language unknown★24

  • D memory-engine An empty-description Python repo whose name hints at an agent memory layer, but there is no explanation, interface, or example to judge it by. #AI#LLMs#RAG

    memonativePython★14

  • D delta-force-menu The title looks like a game menu, but the content is Delta Force map design notes, with neither code nor usable tools. Its 18 stars likely come from keyword hits; not worth opening. #Games#Game Dev#Learning

    Delta Force extraction map design study: Zero Dam, Longbow Valley, Space Base, resource gravity, PvE friction and extraction pressure.

    donna-rodriguez-65Language unknown★18

  • D python_para_todos An empty description; the name suggests a Python beginner exercise, and it cannot even say what it does. There is no implementation to assess, and it is not a tool project. #Learning#Productivity#Documents

    josecodetechLanguage unknown★22

  • D Imersao-Jornada-Databricks Classroom materials for a Databricks immersion course, with an empty description. This is tutorial notes and outside today's selection scope. #Learning#Data Analysis#Spreadsheets

    lvgalvaoPython★22

  • D Jev An empty description, appearing alongside a dozen other Jev-named repos from the same period, with no independent idea and no usage notes. #LLMs#AI#Scams

    mayank953JavaScript★14

  • D not-a-mused The title is only "Not a Mused" with a blank body, so it is unclear whether it is a tool, notes, or a joke. On this title alone it cannot be recommended to anyone. #Learning#Content Writing#Documents

    Not a Mused

    pwardlePython★15

  • D far-cry-6-hack-2026-guerrilla-combat-toolkit The title says Hack, but the text calls it a "themed loadout and practice companion," using packaging to dodge review. There's no real tool, only keywords and 12 stars. #Games#Game Cheats#Crack

    Far Cry 6 Hack 2026 themed PC companion for guerrilla builds, weapons, Supremo loadouts, manual aim practice, mission planning and exploration analytics.

    hazel4680Language unknown★12

  • D beyond-the-wire-hack-2026-frontline-combat-toolkit A "theme companion" branded as a Hack is really a placeholder repo riding search traffic. The description contains nothing runnable, so skip it. #Games#Game Cheats#Crack

    Beyond The Wire Hack 2026 themed PC companion for WWI squad roles, weapon loadouts, manual aim practice, map planning and frontline battle analytics.

    i-clark4507Language unknown★22

  • D marauders-hack-2026-raider-extraction-toolkit The same template repo republished under a different game name, with a near-identical description and star curve. The Hack in the title contradicts the body's talk of loadouts and practice. #Games#Game Cheats#Crack

    Marauders Hack 2026 themed PC companion for raider loadouts, weapons, ships, manual aim practice, raid planning and extraction analytics

    jeremyw9622Language unknown★22

  • D warframe-hack-2026-tenno-build-toolkit A batch-generated game "toolkit" using Hack keywords for exposure, while the body only discusses loadouts and analysis. There is no runnable content and no author information. #Games#Game Cheats#Crack

    Warframe Hack 2026 themed PC companion for Warframe builds, weapons, mods, mission planning, manual aim practice and progression analytics

    jmurphy6525Language unknown★24

  • D hunt-showdown-1896-hack-2026-hunter-bounty-toolkit One of a dozen "Hack 2026" repos from the same mold on the same day, just swapping the game name. It is neither a cheat nor a real tool, only keyword filler. #Games#Game Cheats#Crack

    Hunt Showdown 1896 Hack 2026 themed PC companion for Hunter builds, traits, weapon loadouts, compounds, manual aim practice and bounty-run analytics.

    jordanbaker12Language unknown★15

  • D world-of-warships-hack-2026-naval-combat-toolkit A templated product: Hack branding sits alongside "theme companion," the description has nothing runnable, and the stars come from keywords rather than content. #Games#Game Cheats#Crack

    World of Warships Hack 2026 themed PC companion for ship profiles, commander builds, upgrades, manual gunnery practice, maps and naval battle analytics

    jose-price-01Language unknown★14

  • D lolapp An empty-description Dart repo; it is unclear whether it targets the League of Legends client or something else. It gained 38 stars in 0.8 days with nothing to support that pace. #Games#Android#Scams

    jostinsantosDart★38

  • D world-of-tanks-hack-2026-tank-combat-toolkit Another template repo from the same batch, fishing for search traffic with Hack terms, with a description stuck on "tank profiles, crew loadouts, practice." No code to look at. #Games#Game Cheats#Crack

    World of Tanks Hack 2026 themed PC companion for tank profiles, crew setups, equipment builds, manual aim practice, maps and battle analytics

    jruiz1931Language unknown★29

  • D facebook-reporting-bot 49 stars in 0.1 days with not even one line of description; the name points to an automation script for mass reporting. These are classic signs of star farming and grey-market activity, so stay away. #Scams#Social#Automation

    maxperry2Language unknown★49

Show HN 3

S

Builds on git with intent and scope declarations to predict conflicts when multiple agents modify code in parallel, moving semantic conflicts from the PR stage to before writing code, with built-in MCP and acceptance gates. Multi-agent parallel work in one repo is a real pain point, and 451 stars plus 33 points shows engineering-circle resonance, with a chance to become a collaboration protocol standard; the risk is git vendors or Cursor building coordination in.

At, GPTree, we run several coding agents across our team on one repo using parallel worktrees. Apart from wasted time reviewing and fixing conflicts at PR time, the failures that hurt the most are whe…

#AI Agents#MCP#Code Quality

▲33

A

Uses an expandable-expert MoE with single-stream batch-1 training to squeeze continual learning of large models into 8GB of VRAM, directly attacking the inability to train large models on consumer hardware. 248 points is the strongest heat these two days, but weights aren't released and only scaling curves exist—a research-grade project with no sellable product short-term, more likely to be absorbed by frameworks.

Sorry for the pretentious name, I know, I know.. It just contains all the pieces I would like to see a AGI model to have, and I can't stand the temptation. Before throwing rocks at me, please take a g…

#ML Research#LLMs#GPU

▲248

B

Full, timestamped long-term memory for personal AI without summarization solves the detail loss of summary-based memory. Its 55 points show real demand, but mem0, Zep and built-in IDE memories are all competing; technical moat is limited, so the path is either platform absorption or a privacy-focused local-storage subscription.

#AI#LLMs#Privacy

▲55

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  9. kloxeld/xscrape★256 Async Python client for collecting public data from X (Twitter) - search, profiles, threads, replies, and media. Built-in account rotation, adaptive rate limiting, and export to JSON/CSV/SQLite.
  10. Rizzo-AI-Academy/rizzo-flow★223 The open, local take on Jev: typed decisions from an LLM, without generating a single token

Star gain 1d

  1. NandhaKishorM/laya+5723★10100
  2. zai-org/ZCode+4484★5559
  3. browser-use/jev-ultrafast+3539★15628
  4. eternity4719/HowToLiveBetter+2286★11126
  5. mizorewww/laya-mlx+2006★3769
  6. Albert-Weasker/niubigeo+1878★4670
  7. cloudflare/security-audit-skill+1399★19712
  8. jaredpalmer/kev+1346★2414
  9. affaan-m/ECC+1116★263176
  10. Mak5er/AirCard+766★1356