Reports / daily / Sep 13, 2026
GitHub Trending Report — September 13, 2026
Today's snapshot of what the open-source world is starring. 15 repositories made the daily trending list.
Repository of the day
JustVugg/colibri — Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦 Colibrì is a highly optimized, zero-dependency C inference engine designed to execute massive language models, specifically Mixture-of-Experts (MoE) architectures, on consumer-grade hardware. It achieves this by employing an advanced AI memory multi-tiering system that treats disk storage, system RAM, and VRAM as a single, cohesive hierarchy. This approach allows users to run models ranging from 7B to 2.8T parameters by streaming experts directly from disk as needed. It currently supports six major model families, providing a unified command-line and web interface across all of them without the bloat of standard Python ML frameworks.
- Stars: 28,882 | Forks: 3,169 | Language: C | License: Apache-2.0
- Typical use cases: Local massive model inference; Inference optimization research; Edge deployment
- View the full repository profile or see it on GitHub
Trending today
| Rank | Repository | Language | Total stars | Stars today | Description |
|---|---|---|---|---|---|
| 1 | JustVugg/colibri | C | 28,882 | +652 | Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engi |
| 2 | bilawalsidhu/gods-eye-view | JavaScript | 30,941 | +2,265 | A spy satellite simulator in your browser, except the data is real. Live open source spatial intelligence on a |
| 3 | tech-leads-club/agent-skills | TypeScript | 5,391 | +215 | The secure, validated skill registry for professional AI coding agents. Extend Antigravity, Claude Code, Curso |
| 4 | melgarafael/DeskcommCRM | TypeScript | 2,001 | +504 | Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open alternative to Kommo, |
| 5 | vxcontrol/pentagi | Go | 23,674 | +189 | Fully autonomous AI Agents system capable of performing complex penetration testing tasks |
| 6 | multimodal-art-projection/YuE | Python | 7,515 | +210 | YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing. |
| 7 | yuliskov/SmartTube | Java | 33,308 | +136 | Browse media content with your own rules on Android TV |
| 8 | alphaXiv/OpenResearch | Rust | 1,772 | +452 | Run parallel research agents with any model |
| 9 | debpalash/VoiceStudio | Python | 25,358 | +2,546 | VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbin |
| 10 | SnailSploit/Claude-Red | Python | 3,844 | +113 | claude-red is a curated library of offensive security skills designed for the Claude skills system. Each skill |
| 11 | alibaba/open-code-review | Go | 22,870 | +264 | Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelin |
| 12 | jihe520/MathModelAgent | Python | 5,257 | +262 | 🤖📐专为数学建模设计的 Agent & skills ,自动完成数学建模，生成一份完整的可以直接提交的论文。 An Agent Designed for Mathematical Modeling ,Auto |
| 13 | jiji262/douyin-downloader | Python | 11,205 | +473 | A practical Douyin downloader for both single-item and profile batch downloads, with progress display, retries |
| 14 | Swordfish90/cool-retro-term | QML | 26,129 | +98 | A good looking terminal emulator which mimics the old cathode display... |
| 15 | huggingface/transformers | Python | 165,265 | +102 | 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, |
Star jumps detected
- asgeirtj/system_prompts_leaks gained +1,028 stars in the last day (trailing average: 76/day). Extracted system prompts from Anthropic - Claude Fable 5.1, Opus 5, Claude Design, Claude Code. Open
- alibaba/open-code-review gained +658 stars in the last day (trailing average: 42/day). Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: determinist
- alphaXiv/OpenResearch gained +331 stars in the last day. Run parallel research agents with any model
- tech-leads-club/agent-skills gained +229 stars in the last day (trailing average: 5/day). The secure, validated skill registry for professional AI coding agents. Extend Antigravity, Claude C
- VoltAgent/awesome-agent-skills gained +180 stars in the last day (trailing average: 45/day). A curated collection of 1000+ agent skills from official dev teams and the community, compatible wit
- RyanCodrai/turbovec gained +175 stars in the last day (trailing average: 25/day). A vector index built on TurboQuant, written in Rust with Python bindings
- TencentCloud/CubeSandbox gained +140 stars in the last day (trailing average: 42/day). Instant, Concurrent, Secure & Lightweight Sandbox for AI Agents.
- antirez/ds4 gained +109 stars in the last day (trailing average: 22/day). DeepSeek 4 Flash and PRO local inference engine for Metal, CUDA and ROCm
- Robbyant/lingbot-map gained +81 stars in the last day (trailing average: 13/day). (ECCV 2026 oral) LingBot-Map: Geometric Context Transformer for Streaming 3D Reconstruction
- VoltAgent/awesome-openclaw-skills gained +57 stars in the last day (trailing average: 17/day). The awesome collection of OpenClaw skills. 5,400+ skills filtered and categorized from the official
New on the radar
- jiji262/douyin-downloader (Python, 11,205 stars) — A practical Douyin downloader for both single-item and profile batch downloads, with progress display, retries, SQLite d
- Swordfish90/cool-retro-term (QML, 26,129 stars) — A good looking terminal emulator which mimics the old cathode display...
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