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Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

TranslatedA Skill that conforms to the academic expression and scientific plotting of Nature papers

  • codex-skills
  • nature
  • nature-skills

Open-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel. Lightweight, extensible, one-line install.

Portable file server with accelerated resumable uploads, dedup, WebDAV, SFTP, FTP, TFTP, zeroconf, media indexer, thumbnails++ all in one file

:art: Diagram as Code for prototyping cloud system architectures

  • diagram
  • diagram-as-code
  • architecture
  • graphviz

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

Translated[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - AI-based full-text bilingual translation of PDF documents that fully preserves the layout, supporting services such as Google/DeepL/Ollama/OpenAI, and providing CLI/GUI/MCP/Docker/Zotero

The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

  • pytorch
  • resnet
  • pretrained-models
  • pretrained-weights

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.