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09.19 Today's Picks

295 new projects found today, 199 rated.

Created 2026-09-17 – 2026-09-19Fetched 600Filtered 50Rated 33

A · Worth watching

A

OrcaBonsai-27B-Uncensored

Continuum-AI-CorpPython

Runtime behavior ablation strips refusals from a ternary-quantized 27B model without changing weights or requantizing, addressing how compressed models' safety alignment gets baked into weights and becomes hard to adjust. 360 stars in 0.7 days came from the uncensored topic. It could monetize through OrcaRouter inference routing, but risks compliance and model license disputes, and many similar de-alignment tools already exist.

Runtime behavioral ablation for compressed LLMs. First target: Ternary Bonsai 2 27B — no weight modification or re-quantization. by OrcaRouter team

#LLMs#Jailbreak#ML Research

★360

A

skyline-speeder

CYBERVERSE-ResearchPython

Implements sender-side congestion control with eBPF struct_ops and a Rust control plane, targeting links with non-congestion random loss, a rare angle. Worth a look for long-fat-pipe or satellite link optimizers; the limits are a 6.12+ kernel requirement and no measured data yet.

Sender-side TCP acceleration: eBPF struct_ops congestion control with a Rust control plane. For links with non-congestive random loss. Kernel 6.12 LTS+.

#Network Security#Networking#Linux#Performance

★36

A

panasonic-doorphone-connect

jethacRust

An unofficial bridge connecting Panasonic door intercoms to Home Assistant, virtualized as a Wi-Fi sub-unit for ringing, live video and two-way talk. It's hardware reverse engineering few would attempt, and it clearly states what it does and for whom. Limits are obvious: valuable only to owners of this intercom system, and dependent on undocumented protocols that firmware updates may break.

Unofficial Home Assistant bridge for Panasonic Doorphone Connect. Virtual Wi-Fi handset: ring, live video, two-way audio.

#IoT#Self-Hosted#Hardware#Video

★15

A

ShizuStore

timschneebKotlin

An app store for the Shizuku ecosystem that pulls APKs straight from upstream sources and installs them; the author maintains the awesome-shizuku list, and the scope and boundaries are clearly explained. Android users already on Shizuku can use it right away; it's essentially an indexer, so its value depends on that list being maintained.

App store for Shizuku apps. Based on my awesome-shizuku list and installs APKs straight from their upstream sources

#Android#Productivity#shizuku

★14

A

snifftest

DanRWilloughbyTypeScript

A zero-dependency English prose linter that targets clichéd AI writing patterns, with countable rules and only one judgment handed to a model. It's a lightweight checker for writers and editors on deadline; the limits are subjective judgments and English-only coverage.

A prose linter that sniffs out AI writing tells. Zero dependencies, countable rules plus one judgment model.

#Content Writing#CLI#AI

★14

A

expo-dynamic-notifications

rit3zhTypeScript

A React Native component that shows Dynamic Island-style banner notifications inside your app. The need is clear and integration is cheap, and sixty-odd stars in half a day shows it hits a pain point; the limits are that it's in-app only and unrelated to system push, and the description is one line plus an emoji, so docs still need work.

💧 Dynamic Island–style in-app notifications for React Native.

#iOS#UI Design#Animation#react-native

★65

A

BC-250

tfabrisC++

Turns a retired ASRock crypto mining card into a living-room console running Bazzite and Steam, with docs, 3D-printed parts, source and troubleshooting notes all in one repo. It's specific enough for DIYers hunting mining cards; the limit is that it's tightly bound to this card, so it can be copied but not generalized.

Building a budget gaming console out of an ASRock BC-250 crypto mining card. It runs Bazzite and Steam. This is my documentation, 3D printing files, source code, reference links, and other notes for t…

#Hardware#Games#Linux#steam

★9

A

ShellDelphi

AnaLauraCorreaPascal

Embeds a real PowerShell terminal into RAD Studio via ConPTY, letting Delphi developers run Claude Code, vim, and other TUI programs inside the IDE. Small in scope and honestly described, a plugin almost nobody builds for Delphi; the limit is it serves only Pascal users and maturity is unknown.

Terminal PowerShell dentro do RAD Studio, via ConPTY. Roda Claude Code, vim e qualquer TUI.

#Terminal#Editors#Plugins#Windows

★14

A

study-reader

lunaperegrinaTypeScript

Defines an open .study course format plus a KOReader plugin that turns any material into interactive lessons on an e-reader. Moving learning interaction to e-ink is a rare angle, and the open format is commendable. The risk is dependence on a generation pipeline and a nascent ecosystem; actual course quality depends on the examples.

Open .study course format + KOReader plugin: turn any material into interactive courses on your e-reader

#Learning#Documents#Plugins#koreader

★31

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

BHas a spark38
  • B openjev-sglang Reproduces Jev's API (prefill-only) with open models so callers aren't locked into a single closed model. The author has good credibility, and 154 stars in 1.2 days shows real de-lock-in demand. It could charge for hosted inference or enterprise private deployment. The biggest risk is upstream price cuts or open weights swallowing the demand, and interface changes breaking the compatibility layer. #LLMs#APIs#Self-Hosted

    Jev-compatible API endpoint based on open models (prefill-only)

    ekzhangPython★154

  • B repopilot Uses the Codex SDK to turn issue and PR feedback into tested, reviewable changes, filling AI coding agents' missing verification loop. 113 stars in 0.8 days rides a self-hosted-plus-human-review narrative. It could sell an enterprise self-hosted agent. Risk: Devin and OpenHands already occupy the space densely, and it depends heavily on OpenAI SDK pricing and interfaces. #AI Agents#Automation#Self-Hosted#Code Quality

    Verification-driven AI software iteration, powered by the OpenAI Codex SDK. Self-hosted agents turn goals, GitHub Issues and PR feedback into tested, reviewable changes, with bounded execution and hum…

    indadaTypeScript★113

  • B tax-doc-classifier Achieves strictly 100% accuracy on page-splitting for 261 IRS tax forms at about $0.001 per page, solving manual tax-form splitting. 112 stars ride the Jev decision paradigm plus verifiable low unit price. It could sell to tax SaaS or charge per page. Risk: the niche is extremely narrow, customers may build in-house, and cheaper general multimodal models could replace it. #Fintech#Documents#AI

    Tax document page classifier built on Jev decisions. 100% strict accuracy across 261 IRS forms, ~$0.001 per page.

    kyotofinTypeScript★112

  • B remiqora Combines the open-source ACE-Step and YuE2 music models with stem separation, MIDI, LoRA fine-tuning and a multitrack DAW in one local interface, fixing a fragmented music-generation toolchain. 90 stars ride the window opened by maturing open music models. It could become a local creation suite subscription. Risk: Suno and Udio lead in cloud quality, and upstream model interface changes must be tracked. #Audio#AI#ML Research

    Local AI music studio unifying ACE-Step 1.5 and YuE2-3B in one Vue interface — text-to-music generation, stem separation, MIDI transcription, and LoRA fine-tuning, with a built-in multitrack DAW.

    inikolaxVue★90

  • B NanoJev A Python reproduction of Jev's parallel decision-making, dynamic candidates and end-to-end training pipeline, valuable as a readable minimal implementation for researchers. 370 stars in 1.3 days shows a hot reproduction wave around Jev. Monetization is thin—at best a reference implementation or tutorial funnel. The biggest risk is that an upstream closed-model interface change breaks all reproductions at once, and several already exist. #LLMs#ML Research#Learning

    A nano replica of Jev: parallel decisions, dynamic candidates, and an end-to-end training pipeline.

    TianyuCodingsPython★370

  • B zv-e10-creators-app-patcher A Smali patch that makes Sony's Creators' App recognize the original ZV-E10, which Sony never officially supported, restoring USB/Wi-Fi live view, phone transfer and card import. It solves a concrete problem for owners of old cameras with features the vendor stripped out, and is clearly described; the limit is it works for one model only and may break on an app update. #Reverse Engineering#Android#Hardware#zv-e10

    Patch Sony's Creators' App for Android so it works with the original ZV-E10, which Sony never added: remote shooting with live view over USB and Wi-Fi, Send to Smartphone, and Import from the card.

    peiyuanixSmali★9

  • B omarchy-android-mirror This mirrors and controls a phone from the Omarchy status bar via adb and scrcpy, over USB or wireless, with keyboard and mouse passthrough. It saves manual setup for Hyprland desktop users and stays narrowly scoped, but is meaningless outside that environment and is still essentially an scrcpy wrapper. #Android#Linux#CLI#scrcpy

    Mirror and control your Android phone from the Omarchy bar — USB or Wi-Fi, keyboard and mouse, via adb + scrcpy

    ayandexyzQML★35

  • B abide A small tool that keeps coding agents within project rules, hitting the real pain of agents changing code arbitrarily. The positioning is clear and narrow, but how rules are expressed and enforced is not explained, and many rule-injection approaches already exist, so implementation depth matters. #AI Agents#Code Quality#CLI

    Make your coding agent abide by all your project rules

    coldteadotaiTypeScript★30

  • B human-atlas A Vietnamese-language 3D human anatomy atlas built with WebGPU/Three.js, with male and female models and interactive lessons that open directly in the browser. It targets medical students and local-language teaching, fitting the need better than generic anatomy apps. The limitation is that nothing says who reviewed the content for correctness, which is critical for learning material. #3D#Learning#Web Frontend#three.js

    Cơ thể người — Atlas giải phẫu 3D tiếng Việt, WebGPU/Three.js, mô hình nam và nữ, bài học tương tác.

    nclamvnTypeScript★19

  • B pg-jev Queries tables in natural language inside Postgres, skipping hand-written SQL, with the value of working right on the database. 164 stars in 1.2 days rides Jev ecosystem hype rather than its own reputation. It could charge for a hosted version or enterprise plugin, but text-to-SQL is a red ocean with Supabase and built-in database AI competing, and it depends heavily on a third-party closed model—almost no moat. #Databases#LLMs#AI

    Ask your Postgres tables questions in plain language. A PostgreSQL extension powered by TypeSafe's Jev.

    realZachiShell★164

  • B wp2shell-PoC A PoC exploit chain for the CVE-2026-63030 and 60137 RCEs lets defenders immediately reproduce and verify patches. 163 stars in 0.3 days shows the vulnerability is fresh and many sites are self-checking. There is no business model; value lies in security vendor citations and author reputation. Risk: the script gets weaponized by criminals, and heat vanishes once patched—it's a response-speed race. #Exploits#App Security#Reverse Engineering

    CVE-2026-63030 & CVE-2026-60137 RCE chain proof-of-concept

    arvindearPython★163

  • B drainflo A local device that drips vinegar into an air conditioner condensate drain on a schedule, with no network or cloud, explained clearly in one sentence and quite specific. It is a real fix for homeowners with clogged drains, but the audience is tiny and it requires soldering hardware, more like reproducible build notes. #IoT#Hardware#Automation

    Local, cloud free automatic vinegar doser for an HVAC condensate drain line

    criterion67Language unknown★30

  • B cache-tax Keeps Claude Code prompt caches alive during idle periods and estimates the extra cost before sending on cold start. The angle is narrow but hits a real cost pain point, with restrained, non-hyped description. Limitation: it only holds under a specific CLI's cost model and breaks if caching strategy changes—a category users could script themselves. #LLMs#Productivity#CLI#claude-code

    Keep Claude Code’s prompt cache warm during breaks and show the estimated cost before a cold send.

    karanb192TypeScript★9

  • B feelings Probabilistic conditionals in Ruby: Feelings(message).like?("genuinely urgent"). One sentence explains one thing, and both the naming and description are restrained and fun. The author is a veteran of the Ruby community, so the code style is trustworthy. The limitation is that it ultimately calls a model, with no word on controlling latency or cost, and the use case is experimental. #LLMs#APIs#Productivity

    Probabilistic conditionals for Ruby: Feelings(message).like?("genuinely urgent")

    obieRuby★25

  • B traceclause A local-first workbench for reviewing document requirements and evidence, emphasizing traceable citations and human review, which is the right direction. But the description stops at a capability list, never saying what documents it takes in or produces, and 58 stars in a day shows no usage yet. #Documents#RAG#Privacy#AI

    Local-first document requirements and evidence review workbench with traceable citations and human review.

    LingxiangXuPython★58

  • B TapWall It turns macOS desktop icons into 3D objects that fall and collide into piles, built in Swift with SceneKit and no third-party dependencies, with scope clear in one sentence. Desktop tinkerers can get it running in ten minutes; beyond fun it has no other use, so don't expect a productivity tool. #macOS#3D#Animation#UI Design

    Native macOS 3D icon interactive desktop: real icons drop and collide-stack, with full speed-up, slow motion and reset by video interval. Swift + SceneKit, no third-party dependencies.

    XieChengYuanSwift★25

  • B stack-attention Following a lead from an ETH paper, these are implementation notes attempting to merge differentiable stacks into attention mechanisms. The author has long-standing credibility in ML reproduction circles and cites sources without exaggeration. Readers want to see whether the code keeps pace; stars are few and content is early, so it's worth following rather than using as a tool. #ML Research#LLMs#Learning

    For following a line of research that augments attention with a differentiable stack, beginning with DuSell et al. at ETH Zurich

    lucidrainsLanguage unknown★9

  • B adnullenum This walks through anonymous AD enumeration via SAMR and LSARPC in one pass, needing no credentials and producing structured, reusable output. It saves work for internal pentesters and asset mapping, though enum4linux and rpcclient already cover most of it; the value is in output format and automation. #Network Security#Exploits#App Security

    One-pass anonymous Active Directory enumeration over SAMR and LSARPC — null session, no credentials, with structured reusable output.

    crypt0p3gPython★32

  • B code-map It renders a codebase as a zoomable GPU treemap with Makepad, plus a switchable 3D city view, visually novel and suited to quickly seeing structure. But it's more of a tech demo, lacking evidence of performance and usability on large repos. #3D#GPU#Performance#Code Quality

    Fly over a codebase as a zoomable GPU treemap (2D and 3D city), built with Makepad

    Peeter95Rust★10

  • B idempotency-shield An Express middleware for Idempotency-Key that replays cached responses for duplicate requests, with memory or Redis storage. It is a drop-in small piece, but several idempotency middlewares already exist, and coming from an organization imitating dashscope lowers trust. #APIs#DevOps#Databases

    Express middleware that makes handlers safe to retry — replays the cached response for a duplicate Idempotency-Key instead of re-running it, with pluggable in-memory or Redis storage.

    dashscope-sdkTypeScript★60

  • B guizang-product-video-skill Turns a software update promo into shot lists, music, sound effects and renders as a skill callable from Claude Code / Codex, emphasizing reuse of real product components. Handy for indie devs making launch videos, but output quality depends heavily on the model and assets, and the repo is new with no finished examples. #Video#Agent Skills#Content Writing#claude-code

    Guizang product video skill: reuse real product components and design language to make software update promo videos with code. Includes storyboard copy, original music, motion sound effects, and video…

    op7418Python★11

  • B FaceMac This uses a local SFace model for macOS face unlock, then types your saved password after recognition, all offline. The approach is concrete and the description honest about filling in passwords, but handing passwords to a script is risky; Howdy on Linux is the closest comparison. #macOS#Privacy#App Security

    Open-source face unlock for macOS — look at your Mac and it types your saved password at the lock screen. On-device SFace, Face ID style notch animation. Free, private, GPL-3.0.

    c1osed1Swift★9

  • B simple-jev From featherless, this turns any open-source model into a classification or judgment API, with a clear purpose and a team with delivery history. But it is only a thin wrapper, and prompt plus structured output is already mature unless it delivers reliable constrained decoding. #LLMs#APIs#Self-Hosted

    Turn any open model into a classifier/jev endpoint

    featherless-aiPython★56

  • B nimble From bespokelabs, this covers local "typed decisions", contrastive data filtering, and model evaluation, looking like a public version of an internal tool. The conceptual packaging is heavy, the quick-start path is unclear, and similar data filtering and evaluation frameworks already exist, so wait and see. #LLMs#Benchmarks#Data Analysis

    Local typed decisions, contrastive data curation, and model evaluation.

    bespokelabsaiPython★54

  • B LiteMD A lightweight macOS Markdown editor with live preview, twenty color themes, and format conversion, while files stay your own .md. The positioning is clear and modest, but this is the most crowded category, with Typora and MacDown already there, so it needs a stronger reason. #macOS#Editors#Documents

    A lightweight Markdown editor built for macOS: live preview, 20 color themes, built-in format conversion, and files always stay as your own .md

    gentpanSwift★21

  • B ProcessingField A SwiftUI progress component where a shape made of many small squares drifts, folds, and breathes with the task. The scope is tiny and the description restrained, suited to Apple platform developers wanting a different loading animation, but nothing more. #iOS#Animation#UI Design

    A SwiftUI progress field: a grid of marks whose sizes describe one soft shape that drifts, folds and breathes while your app is busy.

    haplollcSwift★24

  • B teeho A diagnostic tool for Xiaohongshu notes, launched with one sentence and shipping an Agent Skill interface. The angle is specific and aimed at a clear group of content creators, more concrete than generic writing assistants. But it depends on platform data access (prone to breaking) and shows neither diagnostic criteria nor sample output, so it's unclear yet how it beats manual review. #Social#Content Writing#AI#xiaohongshu

    题火 Teeho — a Xiaohongshu note diagnosis tool, start analysis in one sentence | Xiaohongshu / RedNote content audit, note analysis and insights | supports Agent Skill

    mingzhizhirenPython★13

  • B sahne-plus A desktop app for Kick streamers that alerts on donations, subscriptions, and gifts, with a concrete feature description and a license. But mature alternatives exist, and it is tied to the Persian-language KickBot ecosystem, so the audience is narrow. #Streaming#Windows#Social

    Sahne+ (صحنه پلاس) — open-source Windows app for Kick / KickBot donation, sub and gift-sub alerts with local transparent media. Apache-2.0.

    AmirEyZedJavaScript★22

  • B pstack-codex It ports someone else's pstack skill pack to Codex, with a marketplace and installer. The port honestly credits its source, but 47 skills and 23 playbooks amount to a content repo whose value depends on the original author. #Agent Skills#AI Agents#LLMs#Plugins

    Codex-native port of Lauren Tan's pstack: 47 skills, 23 playbooks, agent personas, multi-agent workflows, and Benny automation adapters. Includes a Codex marketplace and installer.

    ScriptedAlchemyTypeScript★57

  • B webuntis-family-cards Renders WebUntis timetables, homework, and exams as a family Lovelace card in Home Assistant. The positioning is small and precise, and HA users with school-age children can benefit directly. But several similar integrations exist, this project is only a view layer, and whether it adapts to different schools' calendar entities is the key question the description doesn't address. #Self-Hosted#Web Frontend#Learning#webuntis

    Family-focused Home Assistant Lovelace cards for timetables, homework, exams and school-day overviews from calendar entities.

    jot-koehlerJavaScript★14

  • B kalshi-trading-bot A market-making and momentum strategy bot for the Kalshi prediction market, with paper trading, risk controls and position management, and an honest disclaimer. But prediction-market arbitrage bots are a category with public tutorials everywhere, the strategy has no backtest evidence, and similar projects are so numerous readers can't tell which won't be abandoned after two days. #Fintech#Automation#APIs#kalshi

    Kalshi trading bot for prediction markets — browse event contracts and watch the order book in real time, run market making and momentum/reversion strategies with paper trading, risk limits and positi…

    lalouannabel0072Python★50

  • B doc-router A small tool that routes document pages to different OCR engines based on page content—a sound idea, since different layouts do need different recognizers. But the description is one line, with no supported engines, routing criteria or accuracy comparisons; as a freshly built experiment it's worth watching, but not yet a usable component. #Documents#APIs#Performance

    A Document OCR Router to help route pages based on content.

    misbahsyRust★9

  • B sfmc A static analyzer for JAR files that flags suspicious behavior in code, aimed at developers who need to check third-party Java dependencies. The pain point is real and comparable tools (decompiling plus rule scanning) have to be assembled by hand, so it's worth a look; the limits are that neither the rule set size nor the false-positive rate is stated, and the intro is only in Russian. #App Security#Reverse Engineering#Testing

    A static analyzer for JAR files. Analyzes whether the code contains anything that could cause harm

    sene4kinJava★9

  • B Web-Pilot A local-first browser agent that turns natural-language instructions into Playwright actions and scrapes or downloads resources. The description is honest and the boundaries clear, but browser agents are the most crowded track right now, with OpenAI Operator, browser-use, and others already established; this project doesn't say what sets it apart on safety constraints or local models. #AI Agents#Automation#Self-Hosted#playwright

    WebPilot is a local-first AI browser agent that converts natural-language instructions into safe, structured browser actions, navigates websites through Playwright, extracts useful information, semant…

    missariiTypeScript★20

  • B gliner2-ultrafast Runs GLiNER2 locally in the browser for entity recognition to drive automation, with open weights. Putting NER in the browser is a sensible direction and the author honestly says it's work in progress, but the repo is too early, with no speed comparisons or usage examples, so for now it's just one to watch. #AI#ML Research#Automation#gliner

    Real browser automation with local GLiNER2 inference and open weights. Work in progress. Contributions welcome.

    sahibzada-allahyarPython★18

  • B amb3r-slam A companion repo for a SLAM paper claiming kilometer-scale operation with a layered backend, potentially valuable to people working on robot localization. But only the paper title is present, with no code structure, data or reproduction notes, so quality can't be judged. #Robotics#ML Research#3D

    [arXiv'26] AMB3R-SLAM: Kilometer-scale SLAM with Hierarchical Backend

    HengyiWangLanguage unknown★13

  • B design-systems Ten single-file design systems where you can open a browser and copy tokens, useful for frontend developers who want a decent-looking interface fast. But it's essentially a sample collection with no versioning or maintenance commitment, and full open-source design systems offer far more. #UI Design#Web Frontend#Learning

    Ten design systems. Ten files. No build step, no framework, nothing to install. Open one in your browser, copy the tokens, ship something that looks like yours.

    MeykiioHTML★11

  • B yote A zero-dependency React form component with a unified prop vocabulary and built-in styles and animations. The positioning is clear and the description restrained, but forms are a red ocean, libraries like react-hook-form already cover most needs, and no unique capability is visible. #Web Frontend#UI Design#SDKs

    Form inputs for React. Styled and animated out of the box, with one prop vocabulary shared by every field. Zero dependencies.

    TsavsarTypeScript★18

COrdinary60
  • C llm-robotics-playground Collects experimental code for robot tasks using frontier LLMs/VLMs (currently focused on GPT-6 Astra), easing the field's lack of a unified reproduction baseline. 94 stars in 1.3 days rides the LLM-in-robotics hype. It could lead to simulation benchmarks or dataset licensing. Risk: patchwork experiments rarely become products, and customers are research institutions with weak willingness to pay and long cycles. #Robotics#ML Research#LLMs

    A library of experiments using frontier LLMs/VLMs for robotics tasks, currently focusing on GPT-6 Astra.

    dimentaryPython★94

  • C kev A mini decision model trainable and runnable on a MacBook using Qwen2.5-0.5B, lowering the barrier to Jev-style training. 129 stars in 1.1 days rides the author's influence and toy-level accessibility. It could become a tutorial or lightweight SDK. Risk: capability ceiling is too low for production, and MLX and llama.cpp fine-tuning scripts already cover the same scenario. #LLMs#Learning#ML Research

    tiny Jev-like model built on top of Qwen2.5-0.5B you can train and run on your MacBook

    jaredpalmerPython★129

  • C music-composition-skills An agent skill pack for pop music arrangement, encoding composition and orchestration patterns as callable skills. 93 stars in 1.4 days rides the skills-as-products trend. It could become a skill marketplace or a subscription for musicians. Risk: skills are essentially prompts and music-theory templates, easy to copy and hard to validate, and one-stop products like Suno are absorbing similar capabilities. #Agent Skills#Prompting#Audio

    Professional agent skills for composing and arranging popular music

    jtydhr88Language unknown★93

  • C github-launch-checklist Runs a ten-item readiness check on repositories before release, covering naming, README, license, demo and issue templates, fixing rough open-source cold starts. 134 stars in 1.3 days rides the easily shared checklist format. It could extend into a release-growth SaaS. Risk: anyone can copy the checks, GitHub may add them natively, and willingness to pay is low. #Code Quality#Marketing#Automation

    Audit a GitHub repository before launch - ten readiness checks scored 0-10: name, description, topics, README, license, demo, installation, contributing guide and issue templates. Free and open source…

    repoboost-hqPython★134

  • C desktop-habitats Raises an interactive miniature ecosystem on the desktop, turning the screen into a living companion scene. Its 124 stars in 0.6 days come from visual novelty rather than utility. It could become a desktop app or a paid Steam mini-game. The risk is very low retention once novelty fades, plus head-on competition with Wallpaper Engine and various desktop pet products, with no technical moat. #Games#UI Design

    Living ecosystems you can interact with on your desktop

    chaseleantjJavaScript★124

  • C herdr-projects A plugin adding coordinated dialogue, parallel workers and shared memory to Herdr, enabling coordinator-worker parallel orchestration. 164 stars in 0.7 days looks like an early ecosystem land grab, lacking an independent protocol or portability. Monetization depends entirely on the host platform. Risk: if the host doesn't go mainstream the plugin is worthless, and similar orchestration frameworks are already abundant. #AI Agents#Plugins#Collaboration

    A coordinator conversation, parallel worker threads, shared memory and an overview of what needs you. A Herdr plugin.

    eliasstravikRust★164

  • C echocat-skill-panel-3.0 Adds skill-call auditing and an in-app manager to DSH, solving the problem of agents accumulating messy skills with untraceable behavior. Its 102 stars in 1.0 days ride the new pain point of skill governance. It could serve enterprise agent auditing. The risk is DSH's unknown influence, and auditing will likely end up as a native platform feature. #Agent Skills#Plugins#UI Design

    DSH skill invocation audit + in-app skill manager

    VDERRJavaScript★102

  • C building-with-jev-skill A skill document teaching agents to call Jev correctly, solving the problem of error-prone model API usage. Its 103 stars in 1.1 days come from the skill concept being hot, but it is essentially a set of prompts and examples. Monetization can only be a skill marketplace or consulting. The risk is extreme copyability with no code moat, and its value drops to zero once official docs improve. #Agent Skills#LLMs#Prompting

    A skill for writing and improving programs that call Jev, TypeSafe's System One model

    dbreunigLanguage unknown★103

  • C ccodex-sleep-state One-click local startup that improves Codex's degraded intelligence, rate limits and connectivity, following a subscription and proxy route. 140 stars in 0.6 days shows quota anxiety is a widespread pain point. There is almost no legitimate monetization—only proxy top-ups or gray-area reselling. Risk is very high: it violates upstream terms and invites bans, and the author admits results aren't guaranteed. #LLMs#Networking#Automation

    An attempt to improve Codex's degraded intelligence, rate limiting, and connection experience. One-click local launch, web-based config repair, supports Astra / Sol / Terra, subscriptions, and proxies…

    gyliveGo★140

  • C jev-browser Uses Jev for browser operation, aiming to replace DOM-parsing automation scripts. 104 stars in 1.2 days is still ecosystem spillover. It could become an automation SaaS, but browser-use and Playwright MCP already own mindshare, and it depends on a third-party decision model. Risk: heavy homogenization and low switching costs—users pick whichever is cheapest in tokens and most accurate. #AI Agents#MCP#Automation#CLI

    Browser use using Typesafe's Jev model

    jkudishTypeScript★104

  • C ai-model-world Turns 556 large models into pixel characters with multi-dimensional rankings and a timeline, addressing scattered model-selection information. 84 stars in 1.9 days rides visual shareability. Monetization is only traffic and referrals. Risk: all data sources are secondhand (Epoch AI, LiveBench, etc.), ranking credibility can be questioned anytime, and visitors leave without retention. #LLMs#Benchmarks#Web Frontend#Data Analysis

    AI large model world, a visualization site that anthropomorphizes 556 large models into pixel characters. Come in and see who is smartest right now, who writes code best, who is cheapest, and who just…

    liyupiTypeScript★84

  • C jev-browser-use Uses Jev for clicking and Codex for reasoning and verification, claiming 5–10x faster browser operation. 92 stars in 0.7 days is still ecosystem spillover. It could become an automation SaaS, but the performance claim is hard to verify independently and Playwright plus MCP is already good enough. Risk: dual-model orchestration is complex and costly, and users pick only the most reliable link. #AI Agents#Automation#Performance

    5–10x faster browser operations: Jev clicks, Codex thinks and verifies. Built at EZCollegeApp.

    wy-colineyJavaScript★92

  • C jev-shell-history Adds fish-style history completion to zsh, using a model to rank candidates. The author is a trusted developer and the implementation is probably solid, but functionally it competes head-on with the mature zsh-autosuggestions, and no data is given on the latency or benefit of model ranking; it feels more like a trial run for a new interface. #Terminal#CLI#LLMs#jev

    Fish-style zsh history autosuggestions ranked by Jev (TypeSafe)

    mrnuggetTypeScript★43

  • C jev-search A search layer using Jev for source selection, query understanding and relevance ranking. 102 stars in 1.2 days is one of many Jev ecosystem projects emerging at once. It could resell a search API, but upstream Search1API, Exa and Tavily have already paved that road—it's just recombination. The biggest risk is owning no index or model assets and being replaced by upstream anytime. #AI Agents#APIs#RAG

    Search the web with TypeSafe's Jev: source selection, query understanding and relevance ranking. Built with Search1API.

    superagents-labTypeScript★102

  • C youtube-sponsor-detection Detects sponsor segments in YouTube videos using real-time audio and subtitle recognition. The problem is real, but SponsorBlock already solved it via crowdsourcing; the key tech is again credited to "Jev," the same source as a batch of same-named repos from this period, and 55 stars look more like this promotion wave than evidence. #Video#Speech#AI#LLMs

    Detect youtube sponsor segment with live audio and transcript powered by Jev

    trungdq88JavaScript★55

  • C openwrt-jiotv-go Packages JioTV Go as an OpenWrt procd/UCI service, with Cloudflare Tunnel sharing and an in-RAM EPG. It's a clean little tool for the few people watching Indian TV on a router, but the audience is very narrow and the upstream service it relies on is itself in a gray area. #Linux#Streaming#Self-Hosted#Networking

    Run JioTV Go on OpenWrt as a procd/UCI service, with optional Cloudflare Tunnel sharing and RAM-backed EPG

    wpfyorgShell★16

  • C yoshi A proxy that trims context for Claude Code and Codex, claiming to judge whether each piece of history is still needed, which targets context bloat. But it admits being a POC about to move, and leans on the Jev name hype, so it is not ready for use. #AI Agents#CLI#Performance

    Context-pruning proxy for Claude Code and Codex: Jev judges which history is still needed, measured not claimed. POC here now, heading soon into https://github.com/compozy/compozy

    compozyTypeScript★12

  • C AnyDoor Hooks system_server via Xposed for global virtual location without exposing mock flags, plus map picking, a joystick and route simulation. 92 stars in 1.6 days come from check-in and mobile-game location needs. There is almost no legitimate monetization—listing it gets it banned. Risk: maps and anti-cheat keep improving detection, and the root requirement shrinks the user base. #Android#Reverse Engineering#Privacy

    Anywhere Door · Xposed-based Android system-wide GPS spoofer with anti-detection, map picker/joystick/route simulation, optimized for Chinese networks | System-wide GPS spoofer for Android (Xposed/LSP…

    zhaoyuxiangyyds-labJava★92

  • C codex-upstream-switcher A plugin for CLIProxyAPI that forwards Codex OAuth credentials to a configurable upstream. The scope is clear and the description honest, but the audience is very narrow, it's essentially a wrapper around proxy configuration, and security-wise you have to trust a man-in-the-middle. Unless you're already using this proxy stack, there's no reason to look at it separately. #LLMs#APIs#CLI#codex

    CLIProxyAPI plugin that routes Codex OAuth credentials through a configurable upstream.

    jason-lee-xGo★9

  • C hono-jev-router A Hono middleware that dispatches HTTP requests by semantics, an idea with some merit; but the "Jev" it depends on is as untraceable as the several same-named projects that appeared within three days, so there's no telling what the backend is or whether it runs offline. Wait until Jev has a public implementation. #APIs#Web Frontend#LLMs

    Route HTTP requests by meaning. A semantic router for Hono powered by Jev.

    yusukebeTypeScript★26

  • C agent-router Picks Cursor, Claude Code, Codex, or OpenCode by task and selects a model tier, then launches directly. The idea is practical, but the description attributes the key logic to "Jev and Herdr," making it a byproduct of this same-named wave, with opaque decision criteria that readers can't judge for accuracy. #AI Agents#CLI#LLMs#jev

    CLI that picks Cursor, Claude Code, Codex, or OpenCode + model/effort for a task, then launches it. Powered by Jev and Herdr

    nidhi-singh02TypeScript★31

  • C Proxi A Chrome extension that switches between direct, system proxy, and global proxy with one click. The need is real, but the solution is unoriginal and mature options like SwitchyOmega already cover it; the one-line description never explains the difference. #Browser Extensions#Networking#Privacy

    A Chrome extension for quickly switching between direct connection, system proxy, and global proxy.

    codexssJavaScript★17

  • C ruby_decision_model A Ruby client for decision models, pointing at services like "Typesafe Jev." It's usable for Ruby developers, but it's only a client binding whose value depends on whether the upstream service is actually usable—and that upstream is exactly the name flooding the scene these past two days, so it's best to wait and see. #LLMs#APIs#jev

    Ruby client for decision models such as Typesafe Jev

    obieRuby★32

  • C mini-jev Reads option-letter logits instead of generating JSON on a frozen Qwen3-4B, with a pre-registered experiment and teaching harness. The approach is more careful than similar repos, and pre-registration is good practice. But it's still part of this same-named wave, and the problem (small models as constrained decision interfaces) already has several mature solutions—results will decide. #LLMs#ML Research#Benchmarks#jev

    mini-Jev: what a Jev-style typed-decision interface looks like on a frozen Qwen3-4B — read the option letter's logits instead of generating JSON. Preregistered experiment, results, teaching bench.

    r-msPython★22

  • C minojev Reads a typed probability distribution from hidden states in a single forward pass and makes decisions without generating tokens, a direction worth discussing. But the repo belongs to the Jev series that appeared together within three days, with no code details or reproduction notes, so the claim of being reproducible on a laptop CPU can't be verified. #LLMs#ML Research#AI#Scams

    Decisions, not tokens: minojev reads calibrated, typed probability distributions straight from hidden states in one forward pass — zero output tokens, fully reproducible on a laptop CPU.

    zeredy879Python★23

  • C wolf A collection of wordlists and payloads for pentesting and bug bounty hunters, claiming 2500+ entries. It does save collection time, but it is just a pile of resources with no selection criteria, sources, or update notes, so you must filter it yourself and its value rests on freshness. #App Security#Network Security#Exploits

    Curated wordlist and payload collection for penetration testing, bug bounty, and red-team work — 2,500+ lists across credentials, content discovery, DNS, injection payloads, HTTP fuzzing, dorks, and A…

    0xBugattiPython★11

  • C hexo-theme-panda A card-style theme based on hexo-theme-butterfly, adding a timeline and gradient visuals, with the fork relationship honestly stated. But the Hexo theme market is long saturated, and it solves no new problem. #Web Frontend#UI Design#Plugins

    A card-style Hexo theme with memos timeline, gradient visuals, and built-in Atom feed & OG images. Forked from hexo-theme-butterfly (Apache-2.0).

    SpeechlessPandaJavaScript★16

  • C V2rayNG-RU A set of Russian routing rules for V2rayNG, solving the specific problem of direct connections to local sites and proxying foreign ones. It is a config file rather than software, limited to Russian users, and its only value is keeping up with route changes. #Networking#Privacy#Android

    V2rayNG - rules/routing for Russia. 🇷🇺

    hexquicLanguage unknown★42

  • C compact-adviser The README's "description" is a program output (telling you to type /compact), with no explanation of when it triggers, how it decides a task is done, or where it installs. A repo that treats logs as an intro can't be judged for usability; there are already plenty of context-usage monitoring plugins, and the rapid star growth deserves caution. #LLMs#Productivity#claude-code

    "Work appears completed or recorded. Run /compact to save tokens."

    kunchenguidTypeScript★45

  • C pragmatic-orchestration It orchestrates CLIs like Codex, Claude Code and Gemini for multi-agent review, but the concept overlaps heavily with existing orchestration frameworks. The "pragmatic" naming and list of parallel product names read like a capability list, with no distinctive approach visible. #AI Agents#Agent Skills#LLMs#CLI

    Pragmatic multi-agent orchestration: independent review and steerable delegation across Codex, Claude Code, OpenCode, Grok Build, Gemini, and Devin CLI — porch CLI + Agent Skills

    CodeAlive-AIPython★12

  • C pg_typesafe A self-described pre-alpha PostgreSQL extension that uses models for "classification"-style type decisions. Calling models from the database is worth discussing, but the project gives no basic documentation, is not usable at pre-alpha, and its stars are running ahead. #Databases#LLMs#Benchmarks

    Pre-alpha PostgreSQL extension for TypeSafe AI (Jev) categorical classification

    giuliosmallC★76

  • C chinese-guba-ai-detector Research code for Chinese AI-text detection based on Chinese-BERT-wwm, applied to stock forum comments, a less crowded direction. But the repo has only research scripts and half a sentence of explanation, with no data, weights or run instructions, so it can't be used directly today. #AI#LLMs#ML Research#Science

    `Chinese AI-text detection research code based on HFL Chinese-BERT-wwm

    tjuwqxLanguage unknown★22

  • C codex-turn-state-cache Caches Codex turn-state headers per account and model, essentially to bypass per-account rate limits. It breaks as soon as upstream changes and says nothing about compliance boundaries, the kind of small tool that should not be publicly recommended. #LLMs#APIs#Automation

    Caches qualifying Codex turn-state headers per selected account and model for one hour.

    5345asdaGo★18

  • C reflex Replicates a "Jev/System One"-style small decision model on Qwen with calibrated probability outputs. Jev-named repos have appeared en masse within a day or two; this one has experimental intent but doesn't explain how calibration is evaluated or where the data comes from, and its 60-plus stars a day look more like circle-driven hype than an assessable result. #LLMs#ML Research#jev

    A small open decision model: state + typed questions -> calibrated probabilities. A Jev / System One re-creation on Qwen3.5.

    kshetrajna12Python★62

  • C sitizen A macOS sedentary reminder tool, fully described in one line. The need is real but heavily served—the system's built-in stand reminder and mature open-source options like Stretchly already cover it; this repo doesn't explain reminder cadence, do-not-disturb settings, or include screenshots, so no differentiation is visible yet. #macOS#Health#Productivity

    Sitizen - a sedentary reminder tool

    leechanSwift★12

  • C AAAAGENT A Live2D desktop pet with voice, emotional memory, WeChat integration and harnesses for several models, macOS first. The scope is too broad, the non-commercial license and attribution terms aren't spelled out, and readers can't tell which features actually work; similar desktop companion projects are already plentiful. #AI Agents#Speech#Multimodal#live2d

    Live2D companion with voice, emotional memory, WeChat, and Codex / DeepSeek Harness. macOS-first; Windows in development. Noncommercial only; attribution required.

    phoiexTypeScript★27

  • C fly-paradise A swarm of crawling fruit flies on the Windows desktop, shipped as two installers. It's a fun toy, but it's neither a tool nor a solution to a real problem, and it overlaps with Wallpaper Engine-style desktop pets; unless you want to see how the desktop animation is implemented, there's little to see. #Windows#Animation#Games

    Fruit Fly Paradise: Windows desktop fruit flies, two installer packages available.

    pyd021226JavaScript★23

  • C pojia-next A script that replaces the prompts and persona settings of three closed-source clients, DSH, WorkBuddy and ZCode, with backup/restore and static scanning, convenient for people who want to change client behavior. But it modifies someone else's client and circumvents vendor settings, with no guarantee of stability or compliance. #Prompting#LLMs#Automation

    One script handles prompt and persona replacement for the three clients DSH / WorkBuddy / ZCode: zero dependencies, double-click to use, self-verifiable, automatic upgrade of old versions, backup befo…

    z91772524-aiPython★15

  • C jev This wraps Jev as type-safe calls in OTP: asking from a GenServer and pattern matching the answer. Bringing model calls into the supervision tree is interesting for Elixir backends, but it is a thin wrapper whose value disappears once the official SDK catches up. #LLMs#APIs#Testing

    TypeSafe Jev for OTP: reply to Jev from a GenServer and pattern match on its answer

    dannoteElixir★12

  • C cc-tg-watchdog Uses shell scripts to wire Claude Code and Telegram together for VPS watchdog duty. The scripts work, but it's just a few dozen lines of glue with no explanation of timeout detection, false-positive handling, or restart policy, and no comparison with existing options like systemd or Uptime Kuma—limited value. #LLMs#Monitoring#Self-Hosted#telegram

    Claude Code + Telegram watchdog script for 24/7 VPS uptime

    kittenshomeShell★10

  • C jev-voice-browser Controls a real browser by voice, using "Jev" to determine intent and targets before handing off to Playwright. The demo is clever and gathered 70-plus stars in just over a day, but it's part of the same-named surge flooding the scene these days; the reliability problems of voice-controlled browsing (mis-taps, dangerous actions) aren't addressed in the description. #AI Agents#Speech#Automation#jev

    Control a real browser by voice. Jev (TypeSafe System One) decides intent + target in ~300 ms per spoken word; Playwright acts — often before you finish the sentence.

    moritzkrembJavaScript★71

  • C jev-experiments Gaining over two hundred stars in a day looks more like the author's personal influence than the project itself. There is no README explaining what was experimented with or concluded, and code reuse is unknown, so wait until it produces something readable. #LLMs#Benchmarks#Prompting

    dabit3TypeScript★219

  • C BarBar-support This is just the download and issue-tracking repo for BarBar, a macOS menu bar organizer—no source code, no implementation notes, essentially a distribution page for closed-source software. Anyone seeking an open-source Bartender alternative gets nothing usable here, and there's no sign the author plans to open source; mature projects like Ice already cover this need. #macOS#Productivity#UI Design

    BarBar — a macOS menu bar organizer. Download the installer and report issues.

    imbbbbbLanguage unknown★31

  • C CaptchaX A general captcha-solving service packaged as an API, deployable to Railway in one click. Technically it's a captcha model with a wrapper, mostly used for bulk scraping and bulk registration; the description doesn't say which captcha types are supported or what the accuracy is, and gives no legality statement. #Automation#APIs#Privacy

    All-in-one captcha solver API, Railway-ready

    ryuhandevJavaScript★17

  • C MortarHUD An external mortar HUD for Wardogs that OCRs map coordinates and computes bearing and range in real time. The OCR plus geometry is clever, but it is a cheat for a multiplayer game and a net negative for fair competition. #Game Cheats#Games#Images#Windows

    External HUD for mortar coordinate calculation in "Wardogs": screen-reading OCR recognizes game map coordinates, calculates azimuth and distance in real time and displays them on a transparent always-…

    Cec1cC#★8

  • C AdwForBlur A gtk.css tweak that adds blur effects to GNOME, and the author honestly calls it "some modification" without hype. It solves a specific desktop beautification need, but a few lines of styling have a very short life and break with desktop versions. #Linux#UI Design#Plugins

    Some modification of gtk.css for GNOME

    dertefterCSS★10

  • C CyberGuard It claims to build an autonomous SOC team on AgentTeams, with hash approval, an HMAC audit chain, and rollback. The security governance angle is not wrong, but the text is all architecture jargon with no runnable demo or deployment instructions, more like a vision document. #AI Agents#App Security#Monitoring

    Evidence-driven autonomous SOC team on AgentTeams: hash-bound approvals, HMAC audit chain, rollback and reproducible attack scenarios — auditable governance primitives for agent infrastructure.

    elsechordPython★44

  • C t1-arc A local-first Android app for people with type 1 diabetes that brings blood glucose and personal health data together. The direction is meaningful, but the description has obvious typos, never explains what "Tarv1s" is, and does not say whether it connects to glucose meters. #Health#Android#Data Analysis

    Open-sourec, local-first Android app that brings Type 1 diabetes and personal health data together and helps you explore it with Tarv1s.

    gregorgregor25TypeScript★10

  • C dockerlabs A practice environment the author uses to teach Docker, also usable for self-study. The content is fine, but it's course material with nothing new for readers looking for tools, and the list already has too many similar tutorial repos. #Learning#DevOps#Testing

    A lab to learn and master docker. Feel free to use to teach as well

    hiteshchoudharyShell★21

  • C openjev Claims to be an open-source decision server compatible with "Jev," running on some diffusion model. Repos with Jev in the name have been popping up en masse within two days; this one has a single positioning sentence and no interface examples, latency data or weight details, so there's no telling whether it's a shell. #LLMs#AI Agents#Self-Hosted#jev

    Open, Jev-compatible System One decision server on DiffusionGemma

    razorback16Python★36

  • C tuedion-cookie A WordPress cookie consent plugin built directly on Orest Bida's CookieConsent, essentially a wrapper with a "pro" edition. The repo doesn't explain what it does better than existing compliance plugins; you're better off using the upstream library directly. #Privacy#Plugins#Web Frontend

    Professional WordPress cookie consent and privacy management plugin by Tuedion, powered by Orest Bida's CookieConsent.

    tuedionPHP★15

  • C Demo2Skill It claims to use GPT as a coding agent to learn humanoid robot manipulation, an interesting topic. But the repo has no code structure, dataset or reproduction steps, and 9 stars show it hasn't drawn attention yet. #Robotics#ML Research#AI Agents

    Demo2Skill: Learning Human-Like Robot Manipulation Using GPT as a Coding Agent

    OrangeRangeAngeNgeLanguage unknown★9

  • C metalean It claims to be a "verified Lean type checker," but beyond one sentence there's no explanation of what was verified, which Lean version it depends on, or how to run it. The work is worthwhile, but the repo is currently just a title, so it's impossible to tell whether it's a real implementation or a placeholder; wait until there's a runnable example. #Code Quality#Testing#lean

    Verified Lean typechecker

    intgrahLean★8

  • C ulka An experimental browser agent wired to FX, Jev and Vercel AI Gateway that reads pages and runs tasks with your own key. The name and service stacking outweigh the substance, the browser-agent space already has stronger implementations, and this one doesn't explain what makes it different. #AI Agents#Automation#jev

    Experimental browser agent powered by FX, Jev, and Vercel AI Gateway. Bring your own API key to read pages and automate browser tasks.

    razaansthaTypeScript★17

  • C SmartPhotoVision- Yet another face-clustering photo organizer, with a description full of "smart, efficient" platitudes: no model named, no install steps. Immich and PhotoPrism already do this more completely; 28 stars in a day and an extra hyphen in the repo name mean it isn't even worth watching. #AI#Images#Productivity

    SmartPhotoVision is an intelligent photo management application that uses AI-powered face detection, recognition, and clustering to organize personal photo collections. It automatically analyzes image…

    shahidazam2020-ossPython★28

  • C ArmoryPreviewCache It caches and preloads equipment preview images, reading like a performance patch for some online game plugin. But it never says which game it targets or how to install it, so outside readers can't tell whether it's usable as-is. #Games#Plugins#Performance

    Speeds up equipment thumbnails in the Armory and mission briefing by caching rendered previews and preloading their assets.

    CowboyBingusLua★10

  • C cpa-codex-turn-state-plugin It caches turn state per account/model for Codex and refreshes it proactively, which in essence still circumvents account rate limits. Plugins like this break as soon as upstream policy changes, so it isn't suitable for public recommendation. #LLMs#APIs#Plugins

    Native CPA plugin for per-account/model Codex turn-state caching and proactive refresh.

    TonkicGo★13

  • C laomushi-tts A joke project that tunes TTS into an "old pastor red sausage accent", more fun than useful, with no model source and no reusable training method. Those wanting serious voice cloning should look at CosyVoice and similar; this is just for laughs. #Speech#Audio#AI

    Old Pastor red sausage accent generator

    cubk1Python★9

  • C fsr4-hexagon Claims to run AMD upscaling on a phone's Hexagon NPU by intercepting DLSS calls, framed as handheld power research with a whitepaper. It reads like buzzwords stitched together: the description gives no feasibility path or measurement method, so readers can't verify it, and upscaling ports have been discussed more solidly elsewhere. #GPU#Embedded#Performance#fsr

    Running AMD FSR4 W8A8 on a phone's Hexagon NPU by intercepting DLSS calls: a Retroid Pocket 6 energy study (whitepaper inside)

    puzzled-pancakeC★9

  • C grokbot-field-notes Claims to be the AGENTS.md rules and failure logs left by the xAI Grok Bot team after 72 hours of real work, but it's actually a collection of prompts and workflows whose origin can't be verified. Those wanting to copy agent workflows can browse it, but it's neither runnable nor verifiable. #Prompting#AI Agents#LLMs

    Rules, playbooks, bot roles and a failure log from the xAI Grok Bot team's 72-hour live build. Drop AGENTS.md into your repo and go.

    unicodef1wnLanguage unknown★41

DSkip92
  • D jev-visual A teaching implementation of Jev-style visual reasoning on Apple Silicon, demonstrating shared context and direct candidate scoring. 109 stars in 1.3 days mostly rides ecosystem spillover. Practical value is limited to teaching and hard to put into production. Monetization is only courses or content. Risk: many similar teaching reproductions appeared at once, and upstream model upgrades quickly make the code obsolete. #LLMs#Learning#Multimodal

    An educational Jev-like visual inference experiment on Apple Silicon: shared context, direct candidate scoring, and local visual demos.

    hr98wPython★109

  • D awesome-jev A curated project list for the Jev ecosystem, surfacing scattered integrations in one place. 163 stars in 1.4 days shows the ecosystem is young and developers urgently need an index. The list itself has no payment point—at most referral traffic and community influence. Risk: several nearly identically named awesome-jev lists appeared at the same time and dilute each other; first mover may not hold. #LLMs#Knowledge Base#AI#jev

    A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions.

    yibiePython★163

  • D awesome-jev Builds a directory of Jev projects with a reusable GitHub review workflow, selling process rather than the list itself. Its 109 stars in 0.9 days come from Jev topic spillover. Monetization can only be consulting and templates. The risk is complete overlap with two other same-named lists, lacking differentiation, and turning into a collection of dead links once ecosystem heat fades. #Learning#Collaboration

    A source-backed Jev project directory with a reusable Jev-only GitHub review workflow.

    fatwang2JavaScript★109

  • D awesome-jev Another version of the same Jev ecosystem list, emphasizing that every entry has a verifiable source. 113 stars in 0.6 days reflects scarcity of ecosystem indexes rather than content differences. No direct monetization; value is becoming the community's default entry point. Risk: at least three similarly named lists appeared within two days and split traffic, and if upstream builds its own directory these lists lose meaning instantly. #Learning#Knowledge Base

    A curated, source-backed list of projects built with Jev, TypeSafe AI's System One model for typed decisions.

    cobanovLanguage unknown★113

  • D KY-GamePlayer It bundles Discord rich presence, tasks and a game catalog panel into one client, spreading features wide without saying who it serves or what problem it solves. Aggregator panels like this already have plenty of alternatives. #Games#Social#Windows

    KodYazar Client — Discord Rich Presence, quest, and game-catalog panel. PySide6, KYAL-1.0.

    KodYazicamPython★9

  • D jornadas-cloud-2026 A sample project for a Spanish-language cloud event: migrating a static S3 plus CloudFront site to Lambda, API Gateway, and DynamoDB with CloudWatch observability. It is good teaching material, but AWS veterans will learn nothing new; it is a conference demo repository. #DevOps#Observability#Learning

    Proyecto de ejemplo de las Jornadas Cloud 2026: de una web estática en S3 + CloudFront a un backend serverless con Lambda, API Gateway, DynamoDB y observabilidad en CloudWatch.

    betta-techTypeScript★22

  • D NullMotion A motion ad film along with its HyperFrames draft and frame-by-frame MP4 export, this looks more like a portfolio page than a tool. No reusable code or library is visible, and the stars gained in a day likely come from visual impact, leaving developers nothing actionable. #Video#Animation#Video Editing

    Launch-film preview: a finished motion-graphics ad over the black-and-white HyperFrames drafts it grew from, with frame-accurate MP4 export.

    blixvipHTML★28

  • D Dawn Only the phrase "Dawn Production Releases" is given, so it's impossible to tell whether this is an engine, a runtime or a release page—evidence is severely insufficient. C++ with 99 stars in one day looks more like misclicks from a same-named project or release page. Without clear functionality there's no monetization and no dependency potential. Unless the README and purpose are filled in, treat it as unknown. #Games#Reverse Engineering#Windows#destiny-2

    Dawn Production Releases

    isinternetsC++★99

  • D LuZ-0.1.7-DeepSeek-v4.1-Flash-DGXspark-TP4-Ring A deployment recipe plus benchmark archive for running some DeepSeek Flash variant on four DGX Sparks over a switchless RoCE ring. The hardware combination is extremely niche, the repo name is stuffed with version numbers and keywords, and the content reads more like lab notes than a reproducible setup; most readers can neither install nor verify it. #LLMs#GPU#Benchmarks#deepseek

    DeepSeek-V4.1-Flash on 4x DGX Spark TP4 switchless RoCE ring - SGLang production recipe, 600K context, DSpark MTP, benchmark archive

    luxingcomPython★12

  • D YuE2Mac The name implies a local macOS version of the YuE music generation model, but the description is just five words, "Local AI Songwriting Studio", with no model, weights, or hardware requirements. The official YuE repo exists, so whether this is only a wrapper is unconfirmed. #Audio#AI#macOS

    Local AI Songwriting Studio

    arinltteSwift★10

  • D intunewin-contextprep The name points to a script that prepares .intunewin packaging context, aimed at IT admins distributing Windows apps via Intune. The need is real, but the description says nothing about inputs or outputs, so it's impossible to judge whether it's easier than official tools. #Windows#DevOps#Build

    imabdkPowerShell★17

  • D djev-spark A container recipe for running some diffusion model with NVFP4 quantization on DGX Spark for structured decision-making. It's a hardware-experiment branch of the same naming cluster, aimed at owners of one specific machine, and the recipe gives no reproducible steps or comparison baseline, making its real value hard to judge. #LLMs#GPU#jev

    DiffusionGemma NVFP4 structured decisions on a DGX Spark: container recipe

    mmastracHTML★21

  • D jev-pruner A Claude Code plugin that uses "Jev" to trim long Bash output before the model sees it. The idea isn't bad, but the Jev it depends on has no public implementation, so the trimming logic and its effect can't be seen; it's one of the same-named series that appeared together, so we don't trust it for now. #LLMs#Plugins#CLI#Scams

    Claude Code plugin: trim long Bash output with TypeSafe Jev before the model sees it

    tamaratranTypeScript★10

  • D sub2api-state-kit An account-level status extension around Sub2API: plan switching, fixed-proxy rechecks, anomaly guarding. In essence it helps account pools and subscription resellers bypass platform limits; there's plenty of engineering detail but the direction isn't clean, and it has only Chinese docs and no usage examples. #LLMs#APIs#Networking

    Sub2API account-level STATE extension: Pro/Team selection, fixed proxy re-verification, and dynamic guarding against 312 anomalies (experimental version)

    wangyunjeffGo★18

  • D jev-benchmarks Works on probability calibration and selective risk evaluation for typed decision models, a reasonable direction. But the whole piece revolves around a Jev/System One system with no cited source, and the same batch of repos appeared recently, looking more like coordinated hype than independent research. #ML Research#Benchmarks#AI

    Probability-aware evaluation for typed decision models: calibration, selective risk, latency, and reproducible benchmarks.

    AbdelStarkPython★8

  • D product-manager-workbench Titled "周承健定制开发", this looks like a personal desktop shell built for one product manager, wrapping AionUi. There is no reusable abstraction and no explanation of collaboration or model comparison, so outsiders will be confused. #AI#Collaboration#APIs

    Product Manager Workbench · custom-developed by Zhou Chengjian | An AI desktop workbench for product managers, supporting project collaboration and model comparison, based on AionUi / AionCore

    Zhouchengjian-userRust★15

  • D senora-signalworks Free source code for a car radio and receiver for FiveM server owners, with a complete frontend. Useful for GTA roleplay server builders, but the audience is very narrow, the copy reads like an ad, and it differs little from existing FiveM radio scripts. #Games#Audio#SDKs

    Senora Signalworks: free full-source mobile radio stations and receivers for FiveM. Created by Chase.

    chase5mJavaScript★9

  • D alpha-s It calls itself a "foundational" vision-language-action model, but the repository has no weights or training details, only a positioning statement. Claiming foundational status without evidence is weak when public work like OpenVLA already exists in robot VLA. #ML Research#Robotics#Multimodal

    Foundational vision-language action (VLA) model by Griffin Labs.

    griffinlabs-aiPython★14

  • D academic-workbench Claims to be a local zero-dependency academic workbench with 14 panels covering news aggregation, PDF transcription, summary cards and research logs. The scope is too large with one sentence per feature, and "zero dependency" contradicts the LLM summarization it includes, so first doubt whether it runs at all. #Learning#Documents#LLMs#Knowledge Base

    A fully free academic workbench that runs locally: news aggregation → PDF transcription → summary cards → close-reading comparison → research log (14 panels, zero dependencies)

    wujing855Python★11

  • D HA-Jev Connects the so-called TypeSafe Jev into Home Assistant as sensors and a conversation agent. The problem is that the underlying system has no verifiable source and the same batch of repos appeared together, so first check whether the original project holds up. #IoT#AI Agents#AI

    Ask your house a question, get a number back. Home Assistant integration for TypeSafe Jev: typed answers as sensors, four actions for automations, and a conversation agent for Assist.

    AboveColinPython★9

  • D ErisLint A Rust linter whose rules are defined by a so-called Jev spec, plus a VS Code extension. The core concept has no credible source, so actual capability can't be assessed, and the Rust lint ecosystem is already crowded. #Code Quality#Plugins#AI

    Rust linter powered by configurable Jev rules, with a VS Code extension.

    EriskiiRust★9

  • D githubProfileTool A collection of GitHub profile beautification tools, essentially a resource list. Mature projects for individual badges or stats cards have long existed; this just piles links together. #Social#Marketing#UI Design

    A collection of GitHub profile beautification tools

    OpenGithubsLanguage unknown★10

  • D homosaaa-data-engineering-roadmap A learning roadmap for a data engineering mentorship program covering SQL, warehousing, modeling, and cloud basics. It's a resource-list repo with no runnable code, so by our standard it only earns a low score. #Learning#Data Analysis#Knowledge Base

    Data Engineering Mentorship Program — A structured roadmap for SQL, Python, Data Warehousing, Data Modeling, and Cloud fundamentals.

    homosaaaHTML★21

  • D pi-jev-auto-mode Adds a "Jev" semantic auto-approval layer to the Pi coding agent. This kind of decision layer already exists in Claude Code permission modes, and this repo is one of a batch of same-named Jev/System One projects, making it hard to tell a real experiment from opportunistic placeholder work—not worth the time. #AI Agents#LLMs#Plugins#jev

    Jev (TypeSafe System One) backed auto mode for the Pi coding agent: semantically auto-approves bash, write, and edit tool calls and fails closed when a decision cannot be made.

    jomatsuTypeScript★11

  • D free-astra It reuses an already logged-in web session to freeload paid model quota, essentially a trick script for bypassing subscriptions that will get banned at any time. Technically it's just session reuse, hardly a new approach; readers learn nothing and take on account risk. #LLMs#Crack#APIs

    Use GPT-6-Astra from local Codex for free - no paid plan, no API key, just a signed-in prism.openai.com session

    Zhao73Python★10

  • D Vram-Management-fix Four text files holding commands for managing VRAM on CachyOS, Arch, and other distros plus an experimental dmem.max limit, which the author says were organized with AI help. This is notes, not software, and the commands will break as kernels change. #Linux#GPU#Performance

    Four text files containing Linux VRAM-management installation, configuration, and troubleshooting commands for CachyOS, Arch, Nobara, and Bazzite, plus an experimental dmem.max VRAM safety-limit worka…

    dirtymalonepost-cmdShell★17

  • D resume-career-agent A LangChain demo for student resume analysis and career advice, with the typical structure of a course assignment; it doesn't say where the data comes from, how it's evaluated or how it's deployed. Templates like this are everywhere, not worth ten minutes. #AI Agents#LLMs#Jobs

    LangChain and Agentic AI Student Resume Analyzer and Career Advisor

    venkynaiduPython★13

  • D refgarden Claims to be a spatial resource browser for creators, yet the description mixes in a whole set of suspicious terms like Jev queries. The scope is vague, there are no run instructions, and it is one of the same batch of repos that appeared together. #Knowledge Base#UI Design#AI

    A spatial reference explorer for creators. Local Jev query choices, metadata highlights and source-linked collections.

    AlbionaHotiTypeScript★11

  • D awesome-jev Yet another awesome list, and what it collects is exactly the batch of Jev ecosystem projects that recently appeared. With no selection criteria or credible external sources, it is a typical content repo, and 65 stars only show someone is pushing it in sync. #Learning#AI#LLMs

    A curated list of awesome Jev / TypeSafe System One applications, libraries, and resources.

    AnotiaWangLanguage unknown★65

  • D The-ultimate-video-downloader-every-guy-needs The title literally says "the scraping tool every man should have," pointing to adult video downloads. There's no technical documentation, and it sits on both piracy and adult content, so it isn't worth a look. #Downloaders#Piracy#Adult Content

    The blockbuster-grabbing tool every man should have

    DayLight109Python★21

  • D vibecheck A Chrome extension that scores X content before posting using a so-called TypeSafe Jev. The underlying system has no known source, and the function is no different from a pile of AI writing scorers. #Browser Extensions#AI#Social#Content Writing

    Chrome extension: vibe-check your X posts with TypeSafe's Jev before you hit Post

    RafalWilinskiJavaScript★25

  • D cpa-plugin-codex-turn-state With no README, the name only suggests a Codex turn-state plugin. It gained fifty-plus stars in a day and a half but never states its purpose or usage, so it is impossible to tell a tool from name-squatting; skip. #AI Agents#Plugins#codex

    arden-aaaiGo★51

  • D dashcope-sdk-python The name differs by one letter from Alibaba Cloud's official DashScope SDK, and the organization name imitates the official one, so this is very likely a squatted or mirrored repository. Install the SDK only from the official source; there is no reason to stay here. #SDKs#LLMs#APIs

    python sdk for dashscope [model studio](https://www.alibabacloud.com/en/product/modelstudio?_p_lc=1)

    dashscope-sdkPython★47

  • D Pixel-Vpn An Android VPN client emphasizing a Material 3 interface, built-in ad blocking, and per-app proxying, but the repo shows no language or implementation, and no node sources or protocol details. For VPN projects, protocol and privacy boundaries matter most, and both are missing here—it can't be trusted. #Android#Networking#Privacy

    : Premium Material 3 Expressive VPN for Android. Featuring an in-built Ad-blocker & Split Tunneling. Crafted by JustForPixel.

    mohdamaan1Language unknown★8

  • D Jevbridge Claims to be an ACP/MCP adapter bridging "TypeSafe Jev" to any LLM, but Jev itself has no public implementation to check, only stacked nouns. It closely resembles several same-named projects that appeared within three days, looking like one coordinated batch. #MCP#LLMs#AI Agents#Scams

    ACP and MCP adapter that bridges TypeSafe Jev with any LLM — computer use and typed decisions alongside Codex, Claude, Grok, and OpenCode.

    tacticoccTypeScript★17

  • D murmur "Drosophila nervous system populations settled in USDC on an on-chain marketplace" is a buzzword-stacked description that never says what is simulated or how it's verified. It's a narrative-driven project. #Crypto#AI Agents#Blockchain

    A population of fruit-fly nervous systems adrift on the Arc market - autonomous agents settling in USDC over x402.

    EvolutionDeepTypeScript★18

  • D leadership-os-starter This manages "leadership context, decisions and commitments" through a set of Markdown files, essentially templates plus prompts rather than software. It may inspire managers, but as an open-source project there is nothing runnable; it is a content repository. #Knowledge Base#Documents#AI

    A Markdown-first operating system for leadership context, decisions, commitments, and AI-assisted follow-through.

    alliethuLanguage unknown★9

  • D physics-lab-preexam A Codex skill that automatically logs in, answers, and submits university physics lab pre-quiz questions, essentially cheating for students. Technically it is just browser automation with no transferable method, and it should not be recommended to anyone. #Automation#Learning#codex

    A reusable Codex skill for automating login, answering, and one-time submission of university physics lab pre-study exams on the 科大奥锐 pre-study platform.

    c2451134117-cyberJavaScript★12

  • D open-jev The name implies an open-source implementation of Jev, but there is no README and no clarity on weights, license, or capability boundaries. Repositories riding a hot name easily get dozens of stars in a day; there is nothing to evaluate here. #LLMs#Self-Hosted#APIs

    daseinlabsPython★32

  • D jev-column-race It compares Jev and Gemini on speed and price by labeling a thousand app reviews, a comparison with marketing intent. Method transparency is limited and the conclusion is just "four times faster, seven times cheaper", so its reference value is low. #Benchmarks#LLMs#Data Analysis

    Jev vs Gemini 3.8 Flash: labelling 1,000 app reviews, 4.1× faster and 7× cheaper

    goodrahstarJavaScript★12

  • D PlusCodex The Korean description only says it makes Codex usage "faster and simpler," without clarifying whether it checks quota, switches accounts, or saves tokens. There are already many small Codex tools, and this one can't explain itself in a single sentence. #CLI#macOS#Monitoring

    Codex usage, faster and easier.

    hyxx-suSwift★10

  • D killmyidea Feeds startup ideas to "Jev" to decide kill, pivot, or build—essentially a wrapper around a single model call. Same-named repos have appeared densely within two days, and this looks more like a demo toy; plenty of prompt-based approaches already evaluate ideas, and it explains no decision criteria, so it can't be reproduced or verified. #AI#LLMs#jev

    Describe your startup idea. Jev decides: kill it, fix it or ship it.

    monteduroTypeScript★16

  • D Obstacle_avoid_bot A course-project-level Arduino UNO ultrasonic obstacle-avoidance car with a clear materials list. It offers readers nothing new, just a personal practice log. #Hardware#Robotics#Embedded#Learning

    This is the project for arduino obstacle avoiding robot made via ARDUINO UNO, L298N MOTOR DRIVER, SONAR HC-SR04, SERVO MOTOR. Use the drive link to see the 30sec simulation video which I made for you …

    Ani579C++★18

  • D AirCard-Windows A Rust-written Windows project with 36 stars in 0.4 days but no description at all. There's no way to tell whether it's a tool or a placeholder repo, so it's best skipped for now. #Windows#Productivity#CLI

    Lumid-OffRust★36

  • D awesome-jev A list collecting System One / Jev papers and reproductions, but the concept has recently been self-referencing across this same batch of repos with no credible external source. The list itself also has no selection criteria. #LLMs#AI#Learning#ML Research

    Papers, open reproductions and independent evaluations behind System One models and Jev.

    OmniJevJavaScript★9

  • D zapret-discord A Discord block-bypass package with an all-caps Russian title, essentially zapret's DPI fragmentation config and heavily overlapping with upstream. It says nothing about how it works or install prerequisites, looking like a one-off bandwagon release; 15 stars is no momentum, so think about the risks before installing. #Network Security#Networking#Privacy

    NEW FIX How to Bypass the Discord Block in Russia?! New Discord Bypass for PC! Discord Ban & DS Fix!

    WattChampionBendBatchfile★15

  • D union-crew It claims to orchestrate Union Alpha's Codex skills with DeepSeek sub-agents, but the text is all model codenames and framework jargon with no concrete problem stated. Typical hot-topic naming with no readable README; skip. #AI Agents#Agent Skills#Automation

    Codex skill: Union Alpha orchestration with DeepSeek V4.1 Flash subagents

    codejunkie99Language unknown★15

  • D tin Billed as an "open-source marketing system designed for coding agents," it offers only a vision and no usage: what to install, how to run it, what it produces are all missing. This kind of big-platform description deserves the most caution; wait until it explains one thing clearly. #Marketing#AI Agents#LLMs

    Open-source marketing system, designed for coding agents.

    tin-computerPython★12

  • D bookflow-agent-skill One line says "call book in Hermes," without explaining what bookflow is or how to install it. Agent skill packs are already abundant, and this description gives no one a way to get started. #Agent Skills#AI Agents#Documents

    bookflow adapted to call book within Hermes

    LanyXiaoshengLanguage unknown★10

  • D pi-jev It does semantic tool routing for the Pi coding agent, built on TypeSafe Jev. The core concept has no credible source and cross-references several repos in this same batch, making it hard to view as an independent project. #AI Agents#LLMs#Agent Skills

    Semantic tool routing and typed System One decisions for the Pi coding agent using TypeSafe Jev

    TheoOliveiraTypeScript★13

  • D zcode-prompt The description is only the abstract phrase "dual-use / safety-boundary disk prompt editor", so it is unclear whether this is an editor, a protocol, or an evaluation tool. Safety boundaries and prompts are hot terms, but with no usage instructions there is nothing to evaluate yet. #Prompting#Editors#AI

    ZCode Dual-use / safety-boundary disk prompt editor

    a0yarkPython★13

  • D pointzero The repo has no description at all, and 15 stars in 1.3 days doesn't reveal where the attention came from. It's unclear whether this is paper code or experiment scripts, so it can't be evaluated. #Science#3D#Learning

    DuisterhofLanguage unknown★15

  • D DNUI-Survival-Guide Campus survival notes for Dalian Neusoft University of Information, a pure content repo. It may help incoming students there, but it has no value for open-source readers. #Learning#Documents#Knowledge Base

    Dalian Neusoft University of Information Survival Guide

    LuBanQAQTypeScript★8

  • D ScrapeClaw The repo has no explanation at all, and the name hints at scraping, but what it does, who it's for and how to run it are all unclear. Empty shells like this are the most common thing on trending lists, not worth opening until the author adds a README. #AI#Automation#Data Analysis

    YunyiFluxPython★20

  • D tradingview-mcp-skill No description; the name suggests a skill package connecting TradingView to MCP. Financial data plus MCP is a hot combination, but it never says where data comes from, what it can do, or how to use it, so it cannot be evaluated. #MCP#Fintech#AI Agents

    davidho27941Language unknown★10

  • D typesafe-playground Yet another "Jev" experiment playground, stuffed with everything from routing demos to a 3D driving simulator, yet not a word on what's needed to run it. It's one of a batch of same-named repos that appeared in recent days, offering little reusable value—skip the whole cluster. #AI#LLMs#3D#jev

    Interactive experiments with TypeSafe Jev, from support routing to 3D driving simulations with real AI decisions and visible sensor inputs.

    kavehmzJavaScript★9

  • D Student-Awareness-And-Acceptance-Of-Block-Chain-Authentication-framework-In-IoT-Applications A survey study on acceptance of blockchain authentication for IoT, with paper data and statistical analysis in the repo rather than anything runnable. It may be useful to people writing similar papers, but it's of no value to developers who want to install something today; it's a pure content repo. #Blockchain#IoT#Science

    A quantitative research study on blockchain-based authentication for IoT security, examining student awareness, perceived ease of use, security benefits, usefulness, and acceptance. The study applies …

    shahidazam2020-ossLanguage unknown★9

  • D lab-hmbank Only a name and a block of PHP code, with no description saying whether it is a banking-system lab environment or another practice project. Until it explains what it does, there is no reason to spend time on it. #Fintech#Testing#Learning

    4l13n-DNPHP★11

  • D save-token-jev-clean The description is empty, yet the name carries the same Jev tag seen across this batch. Forty stars in 0.8 days is unexplained, and there's no content to evaluate. #AI#LLMs#Automation

    IAmUnboundedTypeScript★40

  • D Jev-Moderation-Bot With zero description, the name only suggests a Discord moderation bot. There is no install method and no word on which rules it supports or how it differs from existing bots; empty shells like this are common on the list, so skip. #AI Agents#Social#Automation

    brainstormityPython★26

  • D Request-Rider No description; from the name and HTML language it looks like a request replay or interception utility, but there is no purpose statement or usage example. Repositories whose function cannot be determined should always be skipped. #Network Security#APIs#Testing

    cyberfunyHTML★9

  • D awesome-jev-projects Another awesome list, focused on the same naming cluster that suddenly appeared in recent days; the so-called "auto-sync" looks more like bulk-collecting same-named repos. List repos don't produce usable tools, and this one carries obvious bandwagon-chasing traces. #AI#Learning#jev

    Awesome Jev: source-backed open-source ecosystem radar, plain-language project discovery, and automatic GitHub sync

    logicrwJavaScript★29

  • D airlift-HideAccount A small Objective-C tweak that, judging by the name, hides an account entry point in some app, with no README explaining supported OS, installation, or how it works, so readers can't judge whether it's safe. Private patches with no stated purpose like this shouldn't be installed. #iOS#Jailbreak#Privacy

    marksviaObjective-C★23

  • D jev-playground The repo has no description, and the name suggests yet another experiment ground in this wave of "Jev" same-named projects. A repo with no stated purpose can't be evaluated and isn't worth ten minutes of a reader's time. #AI#LLMs#jev

    mizchiTypeScript★15

  • D jeff The whole text is one slogan, 'catch code problems before they find you', without saying what it checks, how to integrate it, or which languages it supports. Vision without usage, and with enough linters already, there is no reason to pick it. #Code Quality#Debugging#CLI

    Catch code issues before they catch you.

    AlurithGo★8

  • D laya The description is empty, yet this Python project hit 225 stars in a day with nothing explaining where the attention came from. There's no content to evaluate, and star count alone isn't a reason. #AI#LLMs#CLI

    NandhaKishorMPython★225

  • D JevScout No description; the name suggests a retrieval or reconnaissance tool built around Jev. With no explanation or usage, it's like the batch of Jev-related repos that appeared the same day: a name with no substance. #LLMs#AI Agents#Automation

    hqmanPython★17

  • D Jev-Trades Claims to be a trading bot built on "TypeSafe AI's first system-one model Jev," but it's all new-brand promotion with no strategy description, backtest or risk-control details. It appears alongside several repos bearing the Jev name from the same period, looking more like one marketing push. #Fintech#LLMs#Scams

    Trading bot with the all new TypeSafe AI's first system one model named as Jev

    zadescoxpPython★10

  • D aniimo-mod-trainer There is no README, and the name points to a game mod or trainer. There's no way to verify what it does, and an unverified cheat tool isn't worth the time. #Game Cheats#Games#Windows

    CyanKaiserHaulLanguage unknown★11

  • D campus-plus It only says "portal for JCT students," with no tech stack, screenshots or deployment method. It's completely useless to readers outside the school. #Learning#Web Frontend#Social

    The portal for JCT students

    Shiri-shLanguage unknown★8

  • D K-brain A Go repo with no description and no documentation, at 13 stars in 1.6 days. The name gives no clue whether it's a knowledge base or something else, so it can't be evaluated. #Knowledge Base#Databases#Productivity

    Stack-CairnGo★13

  • D Acrobat-Pro-Cracked A packaging page for a cracked Adobe Acrobat Pro claiming to unlock all premium features. It has no technical content and is outright piracy distribution, so avoid it. #Crack#Piracy#Documents

    The ultimate AI-powered PDF editing software. Adobe Acrobat Pro — Full version with all premium features unlocked. Experience advanced PDF tools, OCR, e-signatures and professional document editing wi…

    Brightgrotrip21Language unknown★16

  • D CapCut-Pro-Cracked A packaging page for a pirated CapCut Pro, claiming to unlock 4K HDR export and all AI features. There's no technical content; it's plainly piracy distribution. #Crack#Piracy#Video Editing

    The ultimate AI-powered video editing software. CapCut Pro — Full version with all premium features unlocked. Experience 4K HDR export, advanced AI tools and professional editing without limitations.

    FenceamongredeemLanguage unknown★16

  • D - The repo name is a single hyphen, there's no description, and only a snippet of Java code. It's unclear whether this is coursework or something else, with no information to judge. #Learning#Testing#Web Frontend

    ITP2026Java★9

  • D Binaa No description and no install instructions, appearing alongside two other repos by the same author. Beyond the name, there's no telling what it does, so its value can't be judged. #Learning#Documents#Knowledge Base

    NoorBayanLanguage unknown★8

  • D Fasahah Named in Arabic with no description at all, appearing the same day as other repos in this batch. With no purpose statement or usage examples, readers have no way in. #Learning#Documents#Knowledge Base

    NoorBayanLanguage unknown★8

  • D Tarkeeb An empty-description repo that went live at the same time as two other projects by the same author. It's unclear whether it's a language tool or something else, and it lacks even the most basic explanation. #Learning#Documents#Knowledge Base

    NoorBayanLanguage unknown★8

  • D Photoshop-Cracked A packaging page for a cracked Photoshop 2026, claiming to unlock generative fill and all features. A typical piracy distribution repo with no technical value. #Crack#Piracy#Images

    The ultimate AI-powered photo editing software. Adobe Photoshop 2026 — Full version with all premium features unlocked. Experience advanced AI tools, Neural Filters, generative fill and professional e…

    OctopusStrait43Language unknown★16

  • D jevinci "Use Jev to make art!" with an exclamation mark says nothing about whether it draws images, animates, or generates assets, and gives no install steps. A name pun cannot carry a repository, so skip it. #Image Generation#AI#Prompting

    Use Jev to make art!

    achimalaJavaScript★10

  • D Project-T No README, no description, and no way to tell what the project does. Repos like this don't belong in any recommendation—skip it. #AI#Testing#Automation

    hverma3992-cryptoPython★12

  • D 1ST-PROJECT-OF-PRINCE-JARVIS- An all-caps-named personal practice project that calls itself a "personal AI assistant like Iron Man's Jarvis," with no explanation of tech stack, capability boundaries, or how to start it. It's a typical course or beginner work with no reference value for readers of this list. #AI#Speech#Learning

    PERSONAL AI ASSISTENT LIKE IRON MANS JARVIS

    navadeep-hashPython★10

  • D jevil Only the line "jevil is in the details", with no visible relation to Jev and no purpose or usage. A name pun cannot carry a repository, and there is no evaluable information. #LLMs#CLI#APIs

    jevil is in the details

    grabbouJavaScript★11

  • D Fresnel The repo has no description at all, so there's no way to tell whether it's rendering, graphics or something else. By our rules, a repo that doesn't state its purpose gets a low score, and readers shouldn't spend time on it. #Web Frontend#Performance#Images

    pranabeshsinghHTML★34

  • D Hermes-Portal No description, and the name doesn't reveal its purpose, so usability and scope can't be assessed. By our rules it gets a low score outright, and readers can just skip it. #Self-Hosted#Automation#APIs

    rpmalouinPython★21

  • D Sandboard The description is just one line, "drawing lines in the sand," so there's no telling what the project is, who it's for, or how to run it. By our rules, a repo that doesn't explain its purpose gets a low score and isn't worth opening. #Web Frontend#UI Design#Productivity

    Draw the line on the sand

    scottsttsTypeScript★20

  • D Multichain-Drainer-Tools The README openly describes a wallet-draining toolkit, DaaS and a Web3 phishing chain, stuffed with token keywords. Its only use is helping people recognize scammers, and it has no legitimate scenario. #Scams#Crypto#Blockchain

    A specialized software application or automated script engineered to surreptitiously or forcibly extract digital currency, tokens, non-fungible tokens (NFTs),threat intelligence reports, and the Web3 …

    ChromefluindicateLanguage unknown★11

  • D pro20x The repo has no description at all, and neither the name nor the contents reveal what it does, so it can't be evaluated. By our rules, repos with no stated purpose get a low score. #Productivity#Automation#CLI

    liangzhhhhhhLanguage unknown★9

  • D dasssr The README is empty, not even a single sentence, so there's no telling what it does or who it's for. Whatever the code contains, a repo with no statement of purpose shouldn't take up a spot on the list. #Productivity#Automation#Testing

    sosabridget2710Language unknown★19

  • D buy-github-accounts Openly sells aged GitHub accounts with thousands in stock and one-minute Telegram delivery. This is the supply side of star farming and spam repos, directly violating platform rules, and readers should report it rather than study it. #Scams#Marketing#github

    Warmed-up GitHub accounts, 1-3 months old with realistic profiles. 11,000+ in stock, delivered in about a minute through our Telegram bot, with a 24-hour replacement guarantee.

    repoboost-hqLanguage unknown★38

  • D ggez No README or description, and the name collides with the existing Rust ggez game library, which will mislead searches. There's nothing to evaluate, so skip it. #Games#Productivity#Automation

    takumi-sato0209Rust★9

  • D woke An empty repo with no explanation of what problem it solves or how to run it. The same author created another empty repo the day before, so it doesn't look like a project in progress. #Productivity#Automation#Testing

    takumi-sato0209Go★11

  • D Valorant-fix The title says "free Valorant bug-fix tool," but the description openly lists ESP, aimbot, and wallhack—it's a game cheat, not a fixer, and the name itself is clickbait. Repos like this carry ban and malicious-payload risks; skip them outright. #Game Cheats#Games#valorant

    Valorant-fix 2025 — Free Troubleshooting Tool for Valorant | ESP, AIMBOT, WALLHACK

    nazarnikolaev702-uxLanguage unknown★15

Show HN 2

S

Show HN: Cactus Needle 3: 8-29MB automation models can match DeepSeek V4 Flash

Show HN

Compresses tool calling and structured JSON output into 8–29MB 2-bit models that hit 4k tok/s on Raspberry Pi and browser WASM, cutting edge-agent deployment costs. The third iteration earned 156 votes, showing the team keeps delivering on feedback. It could license an edge inference SDK. Risk: narrow capability, squeezed by edge runtimes like llama.cpp and MLX.

Hey HN, Henry from Cactus here. We submitted Needle 2 here a few weeks ago, and the feedback in the discussion thread was incredibly valuable, thanks! Thanks to all that feedback, we’ve been able to m…

#LLMs#SDKs#Embedded#WebAssembly

▲156

A

Show HN: Scry, programmable internet search w/ congestion pricing

Show HN

Makes a 500TB web index queryable as read-only SQL/Datalog, allocating compute via congestion bidding so agents escape uncontrollable black-box search APIs. 42 votes show the search-controllability pain is real. It could charge per query as agent-facing search infrastructure. The biggest risk is search-engine-scale cost, Exa and Tavily already occupying the space, and data coverage being hard to match.

Meet Scry, a 500 TB NVMe internet index in ClickHouse that you can run ~arbitrary readonly SQL and some of Datalog over, and I handle the problem of resource-contention with congestion-based micro-auc…

#APIs#Databases#AI Agents#Data Analysis

▲42

Hot New Repos

  1. tamaratran/fast-jev-compaction★3190 Claude Code plugin that replaces the compaction summary with Jev decisions: every tool call and result is scored in one fast request, stale ones are dropped or truncated, everything kept stays verbatim.
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  3. TianyuCodings/NanoJev★370 A nano replica of Jev: parallel decisions, dynamic candidates, and an end-to-end training pipeline.
  4. Continuum-AI-Corp/OrcaBonsai-27B-Uncensored★360 Runtime behavioral ablation for compressed LLMs. First target: Ternary Bonsai 2 27B — no weight modification or re-quantization. by OrcaRouter team
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