GitHub trends for September 22, 2026
What was taking off on GitHub on September 22, 2026: peak magnitude of the day, summary and where it was spotted.
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9.4
NandhaKishorM/laya
Laya is a non-autoregressive decision engine that answers typed questions (choice, score, noul) over any state (text, email, ticket, JSON) in a single forward pass (~35 ms on GPU) with calibrated probabilities.
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9.1
zai-org/ZCode
Z.ai's coding agent workbench: an Electron desktop app, browser UI and terminal Agent CLI. The repo contains the client, backend, shared UI and the agent CLI/runtime sources.
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9.0
mizorewww/laya-mlx
Native MLX runtime for Laya typed decision models: returns probabilities for choices, scores or truth values without text generation, running locally on Apple Silicon.
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8.8
jaredpalmer/kev
kev is a LoRA adapter with a small readout head on top of Qwen2.5-0.5B that answers many typed questions about a document in a single forward pass, returning calibrated probabilities instead of text.
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8.7
browser-use/jev-ultrafast
A browser agent with a dynamic, indexed action space: given one natural-language goal it picks an operation (CLICK, TYPE_TEXT, SELECT, etc.) and an element, using a small LLM to generate text only for typing.
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8.6
jev-chat/jev-chat-jarvis
Android app that reads the on-screen chat via AccessibilityService, judges the other side's intent with the Jev model, and shows 3 ranked reply drafts in a translucent overlay. Replies are filled into the input box but…
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8.5
eternity4719/HowToLiveBetter
An evidence-based life guide: 498 recommendations on longevity, first aid, personal finance, law, employment, family and emigration. Each lists costs, benefits, evidence level and primary sources.
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8.1
Mak5er/AirCard
A macOS tool that customizes Apple Wallet cards and lockscreen passcode keypad themes on iOS 18+ without jailbreak via the airlift exploit. It lets you assign custom artwork to Apple Pay cards and apply .passthm themes.
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7.5
hydra-db/open-glean
An open-source AI workspace over Hydra DB: it answers questions across your files, notes and connected apps, writes the answer and cites its sources.
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7.5
Open-Dev-Society/OpenStock
An open-source alternative to paid market platforms: real-time price tracking, personalized alerts, and company insights. Built with Next.js, MongoDB, and Finnhub, free for everyone.
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7.4
BuilderIO/agent-native
An open-source TypeScript framework for building agentic apps where each capability is defined once as an action, used by the agent as a tool and called by the UI from code. Aimed at developers who need agents paired…
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7.4
TheoLeeCJ/SemIf
An open reproduction of the Jev-style semantic decision interface: reads typed option probabilities directly from a 4B model's logits without generating text. Runs on a single RTX 3090.
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7.3
volotat/mini-AGI
A byte-level continual-learning language model that assembles its own architecture, trains from scratch on a single 8 GB VRAM GPU, and keeps learning from everything it reads. An experiment showing continual learning…
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7.0
mizorewww/laya-coreml
Local port of the Laya model to Apple Core ML and Neural Engine: returns typed decisions (choice, score, yes/no) without token generation, with speed and energy benchmarks.
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7.0
QwenLM/Qwen-Image-2.1
Qwen's open-source text-to-image generation and image editing model, including transparent RGBA output and up to 10 reference images. 7B generation component, 2K support, integrations with Diffusers, ComfyUI, vLLM,…
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6.8
caxete/crypto-tax-calculator
An open-source Python tool for crypto and personal income tax calculation that consolidates data from exchanges, wallets, and blockchain explorers into tax-compliant reports. It supports multiple jurisdictions,…
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6.8
trycua/cua
Open-source toolkit for computer-use agents: cloud and local desktops, an app automation driver, and benchmarks for training and evaluation. For those giving AI agents control of a computer.
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6.5
anthropics/financial-services
Reference agents, skills, and MCP connectors for financial-services workflows: investment banking, equity research, private equity, and wealth management. Installs as a Claude Cowork plugin or deploys via the Claude…
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6.5
mvt-project/mvt
A collection of mobile forensics utilities that gather and analyze traces of compromise on Android and iOS devices, matching them against public indicators of compromise (IOCs). Built by Amnesty International Security…
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6.5
robbietilton/Compositor
A free, open-source raster image editor for macOS written in Swift — a Photoshop alternative focused on compositing and post-processing.
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6.4
typesafe-ai/skills
Agent skills for building with TypeSafe's System One API: typed decisions and probabilities for LLM agents. Installs as a Claude Code plugin or via skills.sh.
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6.4
vercel-labs/json-render
Generative UI framework: an LLM turns prompts into JSON interfaces constrained to a catalog of components you define, keeping output predictable and safe. Supports React, Vue, Svelte, Solid, React Native, Next.js, 3D,…
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6.3
FareedKhan-dev/train-llm-from-scratch
Educational project: a from-scratch PyTorch Transformer plus a full LLM training pipeline — from raw text through SFT, reward modeling, PPO/DPO/GRPO to chat, without transformers, trl or peft.
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6.2
ruanyf/weekly
A weekly tech digest by Ruan Yifeng: articles, tools and resources, published every Friday. Also includes a section with programmer job postings.
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6.1
Rizzo-AI-Academy/rizzo-flow
A local-first implementation of the Jev idea: an LLM returns typed decisions (boolean, choice, score, numeric) with probabilities in a single forward pass, without generating tokens. Compatible with the TypeSafe HTTP…
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6.0
cloudflare/quiche
A Rust implementation of the QUIC transport protocol and HTTP/3 with a low-level API: the application handles sockets, event loop and timers itself. Used in Cloudflare's edge network, Android's DNS resolver and curl…
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6.0
f/jev-leftpad
A joke npm library that left-pads strings by calling TypeSafe's Jev AI model instead of the built-in padStart(). Made for laughs and explicitly not for production.
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6.0
mcncarl/jianying-headless
Local automation tool for Jianying Professional on macOS: builds native drafts from a JSON plan, edits copies of existing multi-track projects, and exports MP4 via the native engine on demand. Requires installed…
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6.0
rmalde/minecraft-agent
An AI agent that plays Minecraft Java 1.16.5: the Astra GPT planner sets objectives, JEV picks actions, and Mineflayer executes them via the normal player protocol. Includes run recording and verification.
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6.0
yibie/awesome-jev
A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for typed decisions (choice, score, boolean with confidence).
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5.9
bendlang/bend
Bend 2 is a dependently-typed programming language with proofs that compiles to CPU and GPU. It lets you declare laws in LAWS.bend that the compiler mechanically verifies, blocking AI-agent mistakes.
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5.9
coder/coder
Self-hosted platform for cloud development environments and AI coding agents: workspaces are defined in Terraform, connected via a Wireguard tunnel, and shut down automatically when idle.
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5.9
kloxeld/xscrape
Async Python client for collecting public data from X (Twitter): posts, profiles, threads, replies and media. Supports account pool, adaptive rate limiting and export to JSON/CSV/SQLite.
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5.9
latent-spaces/brag
An agent skill (Claude Code, Codex, opencode, etc.) that turns a project you just built into a short launch video with music, motion, and share copy — in one command. Rendering is powered by Hyperframes.
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5.9
newliver666/apk-reverse
An Agent Skill for Android APK reverse engineering: unpacking, ad removal, dex patching, repacking, and runtime/server analysis. Loaded by an agent (Claude Code, Codex) while it works.
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5.9
qwdwqfwq/topconf-paper-figure-gallery
A searchable static gallery of 2,298 hand-curated Figure 1 and teaser figures from ICLR, ICML, NeurIPS, CVPR, ACL and AAAI (2023-2025), meant as inspiration for designing paper overview figures.
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5.8
Albert-Weasker/niubigeo
Open-source tool for tracking brand visibility and competitors in AI answers: given a domain, it shows how models describe your product, whom they recommend, and which sources they cite.
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5.8
aru-labs/lossless-memory
Local long-term memory for a personal AI: keeps every conversation line without summarization, with timestamps and time-first, words-second search.
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5.8
ethanplusai/astra-flash-orchestrator
A Codex skill that splits coding work between two models: Astra plans, reviews and makes decisions, while DeepSeek V4.1 Flash handles bulk implementation, testing and debugging. Aims to cut the cost of expensive model…
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5.8
tamaratran/fast-jev-compaction
Claude Code plugin that replaces context compaction summaries with Jev decisions: every tool call and result is scored in one fast request, stale ones are dropped or truncated, everything kept stays verbatim. Also…
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5.8
zhouxiaoka/autoclip
AI-powered video clipping tool that downloads videos from YouTube and Bilibili, analyzes content with Qwen LLM, and automatically extracts highlight clips and generates compilations.
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5.7
paperless-ngx/paperless-ngx
Paperless-ngx is a self-hosted document management system that scans, OCRs, indexes and archives physical documents into a searchable online archive. It is aimed at individuals and small teams who want to go paperless…
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5.6
jarrodwatts/jev-trader
Trading bot for the Kuru DEX on Monad: every block (~300 ms) an AI model decides buy or sell from the MON-USDC order book and posts a post-only limit order one tick inside the touch, earning the spread. Includes a…
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5.6
maanHimself/OpenDLSS-NR
A Vulkan reimplementation of NVIDIA's DLSS 5 Neural Rendering network, bit-exact against the original. Requires your own weights and an NVIDIA Ada or newer GPU.
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5.6
wuyoscar/jev-skill
A collection of skills and scenarios for Jev, a service that classifies and scores candidate decisions while your agent supplies context and does the work. Installs into Codex, Claude Code or OpenCode as a set of…
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5.6
yifanzhang-pro/KLPO
KLPO is a critic-free, single-rollout reinforcement learning method for training agentic language models, using token regression and Monte Carlo KL estimation instead of value models or response groups. It provides the…
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5.5
mabdulre9/electrical-engineering
A curated list of free university-level electrical engineering courses (MIT, Stanford, Yale, NPTEL, etc.) covering math, physics, circuits, machines, communications and control. For self-taught EE study without…
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5.5
receptron/laya
TypeScript wrapper for running the open-source Laya System-1 decision model via ONNX Runtime: takes a state and typed questions, returns answers with calibrated probabilities in one forward pass.
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5.4
agent-substrate/substrate
Agent Substrate is a secure-by-default agent execution runtime built on Kubernetes that multiplexes many "actors" onto a small pool of workers with sub-second suspend/resume and isolation via microVMs and gVisor. It is…
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5.4
yynxxxxx/Codex-X
Cross-platform GUI tool for OpenAI Codex (desktop/CLI): manage providers and APIs, prompt templates, sessions, Skills/MCP and TOML config without hand-editing files.
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5.3
Futureppo/typesafe_register
A Python script for bulk-registering accounts on typesafe.ai with automatic API Key creation; supports multithreading. Stated as a tool for learning and research.
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5.3
heyjunpenn/awesome-jev
A catalog of 530 open-source projects built with Jev, TypeSafe AI's System One model for typed decisions inside software. It serves as a curated list of implementations, SDKs, and tooling for evaluating the Jev…
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5.3
pacifio/atlas
Atlas is source control for coding agents: it links every commit back to the agent session with its prompts, tool calls and reasoning, and lets you run multiple agents side by side with shared memory.
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5.3
Tencent/BrowserSkill
BrowserSkill connects AI agents (Cursor, Claude Code, Codex, etc.) to your already logged-in browser via the bsk CLI and an extension, letting the agent work in a separate window without interrupting you.
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5.3
TianyuCodings/NanoJev
A nano replica of Jev built on Qwen3-0.6B that outputs probability distributions over candidates in a single forward pass with no token decoding, plus a training pipeline and game demos (maze, Snake).
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5.2
bespokelabsai/nimble
Nimble is a model and training recipe for fast typed decisions over text: given a flat schema of enum and boolean fields, it picks an answer and returns probabilities for each option. It targets routing, condition…
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5.2
minorun365/minorun-marp-skill
A skill set for AI agents (Claude Code) and humans for building conference slides with Marp: rules for storytelling, figures, and a dark theme, plus scripts to inspect PDF and SVG output.
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5.1
AnotiaWang/awesome-jev
A curated list of applications, libraries, and resources for Jev, TypeSafe's System One model that evaluates typed questions against a state and returns structured answers with probabilities.
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5.1
jerryjliu/docjev
Python library, CLI, and local app for classifying documents into categories and splitting PDF/DOCX/PPTX packets into separate documents using natural-language rules.
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5.1
Lumid-Off/AirCard-Windows
Native Windows app in Rust for customizing Apple Wallet cards and lockscreen passcode themes on iOS 18+ without jailbreak via the AirTraffic sync exploit.
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5.1
wfzyx/von
An open-source non-autoregressive System One decision model for classification, intent routing, and guardrail validation without text generation, with calibrated probabilities and sub-25ms latency.
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5.1
Zefan-Cai/Open-Jev
Open-Jev serves a context, questions and candidate answers to Qwen-based models and returns typed probabilities directly, without autoregressive generation or JSON parsing. It provides LoRA adapters, a scalar decision…
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5.0
adonis-singh/re4
A complete byte-identical decompilation of Resident Evil 4 for the GameCube (G4BE08 debug build) into C/C++, reproducing main.dol and all 110 REL overlays.
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5.0
hypit-ai/hypit
Hypit gives AI agents a language and system to create video: the agent clones a viral clip as an editable workflow — footage, captions, B-roll and effects anchored to words instead of seconds.
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5.0
Mapika/decider
A language model that does not generate text: from a single forward pass it returns calibrated probabilities for typed questions (Choice, Score, Noul) about a given state. An open reproduction of the "System One" model…
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5.0
TianyuCodings/JevHarness
A tool where an LLM authors a task-specific harness for fast Jev decisions: code computes features, Jev makes fuzzy decisions, and the harness can be improved via rewards and full execution traces.
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4.9
cloudflare/security-audit-skill
A coding-agent skill that turns the agent into a security auditor, running a multi-phase code audit with independently verified, machine-readable findings.
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4.9
Crosstalk-Solutions/project-nomad
Offline-first knowledge and education server: a Docker-orchestrating management UI and API that hosts offline Wikipedia, books, Khan Academy courses, maps, and a local AI chat with RAG. Runs on your own hardware with…
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4.9
haplollc/ThinkingOrbs
A SwiftUI package with nine dotted, genuinely 3D loading indicators for AI and agent interfaces, each mapped to a specific agent state like searching, solving or composing.
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4.8
awlevin/typesafe-computer-use
Drives macOS toward a goal typed in plain English: OCR the screen, pick the next action via a TypeSafe classifier, click. Costs about $0.0002 per step and never sends screenshots to large models.
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4.8
benjiyaya/ComfyUI-Qwen-Image-2.1-Prompt-Enhancer
ComfyUI custom nodes wrapping Qwen-Image-2.1 prompt-enhancer models: expand short text into detailed prompts for text-to-image and rewrite vague edit instructions using source images.
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4.8
happy666End/MenuBarHider
A macOS 27 utility that hides menu bar icons using two separators and the private MenuBarAgent API, without Screen Recording permission. It targets users whose Hidden Bar, Ice and similar managers stopped working after…
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4.8
higgsfield-ai/higgsfield
Fault-tolerant GPU orchestration and ML framework for distributed training of models with billions to trillions of parameters, including LLMs. Manages node access, experiment queueing, and GitHub Actions integration.
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4.8
kerpopule/hermes-jev-skills
A set of eight SKILL.md files and a CLI that wires the Jev decision model into Hermes, Claude Code and Codex agents for model routing, memory filtering, skill selection and GUI actions.
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4.8
Mak5er/AirCard-iOS
iOS app that writes custom artwork into iOS 27 system caches over a local loopback tunnel, letting you restyle Apple Wallet cards and the lock screen passcode keypad directly on the iPhone.
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4.7
affaan-m/ECC
A performance optimization system for coding agents: a set of agents, skills, memory, and rules that adds a plan-test-review-remember workflow to Claude Code, Codex, Cursor, and other harnesses.
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4.7
amitshekhariitbhu/ai-engineer-roadmap
A step-by-step AI Engineering roadmap covering ML foundations, transformers, RAG, agents, and deployment, with a blog for every topic. For anyone aiming to become an AI/LLM/Agent engineer from scratch.
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4.7
deepseek-ai/deepseek-harness
Open-source agent harness by DeepSeek AI written in TypeScript, built on an everything-is-a-plugin architecture powered by Cordis. It runs as a web UI via npx and serves as a base for composing AI agents from plugins.
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4.7
juspay/hyperswitch
Open-source composable payments infrastructure in Rust: routing transactions across 120+ providers, retries, a PCI-compliant vault, reconciliation and cost observability. For teams that want to own their payments stack…
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4.7
Promethe-us/awesome-jev
A community-curated list of resources about Jev, TypeSafe AI's non-autoregressive "System One" decision model, covering its launch week: official docs, SDKs, demos, papers, media coverage and criticism.
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4.6
cdyforever/how-to-live-better
A single-file HTML reading page for the open book "High Cost-Performance Life Guide" — 528 tips across 32 sections, searchable, offline-capable, zero dependencies.
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4.6
FerryCorleone/crush-monitor
A local web tool that analyzes WeChat chat logs copied from the app using the Jev model: it shows emotions, intents, a liking-signal score and grades your own replies. Runs on your machine with your own TypeSafe API key.
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4.6
kyle-pena-nlp/jevchat
An experimental chatbot that generates replies by asking the Jev model which symbol, word or hypothesis comes next; built for fun, not practical use.
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4.6
ryana/jevify
A set of prompts for coding agents that helps investigate what TypeSafe's structured decision model Jev could enable in an existing project.
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4.6
stablyai/orca
Orca is an ADE for running a fleet of parallel coding agents (Claude Code, Codex, OpenCode, etc.) in isolated git worktrees with a unified interface, mobile companion, and remote runtime.
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4.5
akitaonrails/ai-memory
Long-term memory server for AI coding agents: stores notes as a markdown wiki and hands off context between different agents and machines. Lets you resume a task in another CLI without re-explaining architecture or…
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4.5
Haleclipse/CometixCode
An unofficial Rust reimplementation of Anthropic's Claude Code terminal UI on top of iocraft, porting the original file by file. Work in progress: large parts of the interactive loop, tools, permissions, MCP and slash…
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4.5
lightorigins/Light-O1
Light-O1-Preview is a text-to-action model that turns natural-language instructions into whole-body humanoid motion, outputting a (frames, 138) action array at 20 FPS. It is pretrained on human action recovered from…
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4.5
xianxie6/qingming-riverside
An interactive scroll inspired by 'Along the River During the Qingming Festival': walking the streets, ferry rides, rain, and a boat-passing event under the Rainbow Bridge. Runs in the browser with no install.
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4.4
anmolkapil/plexo
Download manager for Windows and macOS that speeds up downloads by splitting files into 8 MB chunks fetched in parallel across multiple network interfaces (Wi-Fi, Ethernet, USB tethering).
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4.4
lfarroco/ogre-battle-64-recomp
Static recompilation of the N64 game Ogre Battle 64: Person of Lordly Caliber into a native PC executable using the N64Recomp toolchain. No game data is bundled — you must supply your own ROM dump.
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4.4
maxperry2/facebook-reporting-bot
A tool for automating the submission of Facebook reports against profiles, pages, and content that may violate platform policies. The README only describes the general process and contains no code.
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4.3
0xNatoshi/jev-codex-router
A local router for Codex that classifies each turn via Jev and picks the model, reasoning depth and speed mode. It plugs into an existing Codex Router install as a generic provider and saves about 60% versus a…
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4.3
ahmedkhaleel2004/gitdiagram
A web service that turns any public or private GitHub repository into an interactive architecture diagram: it analyzes the file tree, README and code excerpts with an LLM to build a system graph with links to sources.
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4.3
bilawalsidhu/gods-eye-view
A browser-based spy-satellite simulator on a photorealistic 3D globe that unifies public feeds: aircraft, ships, satellites, earthquakes, cameras, and traffic. Runs locally, with each layer as a separate module.
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4.3
earendil-works/pi
A TypeScript AI agent toolkit: a unified API across LLM providers, an agent runtime with tool calling, a TUI library, and an interactive coding agent CLI.
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4.3
logicrw/awesome-jev-projects
A directory of open-source projects built around TypeSafe Jev, a fast typed-decision (System 1) architecture for autonomous agents. It catalogs 260+ projects across 17 categories with commit-pinned source evidence.
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4.3
naw103/foremerge
Foremerge is an open-source coordination protocol for coding agents built on top of Git: agents declare intents and semantic scopes before editing, so intent conflicts surface before code conflicts.
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4.3
openlayer-ai/jevals
A library for evaluating and guarding AI agents: instead of an LLM judge it uses typed questions to Jev/Kev/Laya models, returning calibrated probabilities in a single request. Lets you check every trace quickly and…
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4.3
vinnylarouge/jevlike
A small trainable model that picks one option from a changing list of text options in a single forward pass, an open alternative to TypeSafe's Jev. Aimed at developers who need fast classification or menu selection…