🤖 IA/ML
Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦
✨ Destaques:
- **One hierarchy, not limited by tier capacity.** VRAM, RAM, and NVMe are placement
- **A JIT for weights.** Measured routing heat drives a per-layer LRU, a learned
- **I/O is part of the engine.** Batched expert unions, overlapped reads and
🛠️ Ferramentas Dev
Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-
✨ Destaques:
- **Incomplete coverage** — On larger changesets, agents tend to "cut corners," selectively reviewing only some files and missing others.
- **Position drift** — Reported issues frequently don't match the actual code location, with line numbers or file references drifting off target.
- **Unstable quality** — Natural-language-driven Skills are hard to debug, and review quality fluctuates significantly with minor prompt variations.
🎵 Mídia & Criativo
YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.
✨ Destaques:
- **Frontier quality.** YuE2 is competitive with Suno v5/v6 on WildSongBench. YuE2 (best-of-8) achieves **6.9632 SongBench Avg**, the highest observed m
🎵 Mídia & Criativo
VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.
✨ Destaques:
- Run **Settings → About → Run self-check** or `uv run python backend/main.py --diagnose --deep`.
- Check [install troubleshooting](docs/install/troubleshooting.md).
- Save a scrubbed diagnostic bundle from the app when opening an issue.
🤖 IA/ML
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
✨ Destaques:
- **At the Macro Level**: We are a rehearsal laboratory for decision-makers, allowing policies and public relations to be tested at zero risk
- **At the Micro Level**: We are a creative sandbox for individual users — whether deducing novel endings or exploring imaginative scenarios, everything
- Frontend: `http://localhost:3000`
🤖 IA/ML
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
✨ Destaques:
- 📺 "帮我看看这个 YouTube 教程讲了什么" → **看不了**，拿不到字幕
- 🐦 "帮我搜一下推特上大家怎么评价这个产品" → **搜不了**，Twitter API 要付费
- 📖 "去 Reddit 上看看有没有人遇到过同样的 bug" → **403 被封**，服务器 IP 被拒
📊 Dados/Análise
Extracted system prompts from Anthropic - Claude Fable 5.1, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI - Grok, Grok B
✨ Destaques:
- Extracted system prompts from Anthropic - Claude Fable 5.1, Opus 5, Claude Design, Claude Code. Open
🛠️ Ferramentas Dev
All in one plugin for Hermes Agent ⚚ the coding intelligence, a long-term memory system and model optimized workflow packages
✨ Destaques:
- All in one plugin for Hermes Agent ⚚ the coding intelligence, a long-term memory system and model op
📱 Mobile
An open-source cross-platform alternative to AirDrop
✨ Destaques:
- [Sponsors](#sponsors)
- [Screenshots](#screenshots)
- [Download](#download)
⚙️ Infra/DevOps
Unofficial Bitwarden compatible server written in Rust, formerly known as bitwarden_rs
✨ Destaques:
- [Personal Vault](https://bitwarden.com/help/managing-items/)
- [Send](https://bitwarden.com/help/about-send/)
- [Attachments](https://bitwarden.com/help/attachments/)
🛠️ Ferramentas Dev
TradingAgents: Multi-Agents LLM Financial Trading Framework
✨ Destaques:
- [2026-03] **TradingAgents v0.2.3** released with multi-language support, GPT-5.4 family models, unified model catalog, backtesting date fidelity, and
- [2026-03] **TradingAgents v0.2.2** released with GPT-5.4/Gemini 3.1/Claude 4.6 model coverage, five-tier rating scale, OpenAI Responses API, Anthropic
- [2026-02] **TradingAgents v0.2.0** released with multi-provider LLM support (GPT-5.x, Gemini 3.x, Claude 4.x, Grok 4.x) and improved system architectu
🎵 Mídia & Criativo
π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.
✨ Destaques:
- **Presence and occupancy** — detect people through walls, count them, track entries and exits
- **Vital signs** — breathing rate and heart rate, contactless, while sleeping or sitting
- **Activity recognition** — walking, sitting, gestures, falls — from temporal CSI patterns
🛠️ Ferramentas Dev
The secure, validated skill registry for professional AI coding agents. Extend Antigravity, Claude Code, Cursor, Copilot and more with absolute confidence.
✨ Destaques:
- [✨ What are Skills?](#-what-are-skills)
- [🛡️ Security & Trust](#️-security--trust)
- [🤖 Supported Agents](#-supported-agents)
🎵 Mídia & Criativo
VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning
✨ Destaques:
- 🌍 **30-Language Multilingual** — Input text in any of the 30 supported languages and synthesize directly, no language tag needed
- 🎨 **Voice Design** — Create a brand-new voice from a natural-language description alone (gender, age, tone, emotion, pace …), no reference audio requi
- 🎛️ **Controllable Cloning** — Clone any voice from a short reference clip, with optional style guidance to steer emotion, pace, and expression while p
🤖 IA/ML
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
✨ Destaques:
- High performance on natural language understanding & generation, computer vision, audio, video, and multimodal tasks.
- Low barrier to entry for researchers, engineers, and developers.
- Few user-facing abstractions with just three classes to learn.
🤖 IA/ML
Ever® Gauzy™ - Open Business Management Platform (ERP/CRM/HRM/ATS/PM) - https://gauzy.co
✨ Destaques:
- **Enterprise Resource Planning** (ERP)
- **Customer Relationship Management** (CRM)
- **Human Resource Management** (HRM)
📚 Educação
Project NOMAD is an offline-first knowledge and education server. Wikipedia, thousands of books, courses, maps, and optional local AI, all running on hardware you own with no internet required.
✨ Destaques:
- **Information Library** — offline Wikipedia, medical references, ebooks, and more via [Kiwix](https://kiwix.org/)
- **Education Platform** — Khan Academy courses with progress tracking via [Kolibri](https://learningequality.org/kolibri/)
- **Offline Maps** — downloadable regional maps via [ProtoMaps](https://protomaps.com)
🛠️ Ferramentas Dev
A modern platform for visual, flexible, and extensible graph-based investigations. For cybersecurity analysts and investigators.
✨ Destaques:
- [Docker Desktop](https://docs.docker.com/desktop/setup/install/windows-install/) (make sure it is **running** before the next step)
- `AUTH_SECRET` — signs authentication tokens. Generate one: `openssl rand -hex 32`
- `MASTER_VAULT_KEY_V1` — encrypts stored API keys. Generate one: `python3 -c "import os, base64; print('base64:' + base64.b64encode(os.urandom(32)).dec
🛠️ Ferramentas Dev
Free, open-source Sidecar/Duet alternative — use your iPhone or iPad as a true second monitor for your Mac over USB or WiFi. Low latency H.264, Retina HiDPI, touch input.
✨ Destaques:
- **Apple Sidecar** is free but requires both devices on the *same Apple ID*,
- **Duet Display** moved to a subscription.
- **Luna Display** requires a hardware dongle.
🔒 Segurança
claude-red is a curated library of offensive security skills designed for the Claude skills system. Each skill is a structured SKILL.md file that primes Claude with expert-level methodology for a spec
✨ Destaques:
- claude-red is a curated library of offensive security skills designed for the Claude skills system.