01 / MACHINE INTELLIGENCE
Models you can run. Agents you can inspect. Tools you can build on.
← All topics[ECCV 2026] Official implementation of "ZipDepth: Bringing Lightweight Zero-Shot Monocular Depth Anywhere, on Any Device". A compact 6.1M-parameter network for zero-shot monocular depth estimation, running in real time from server GPUs to mobile phones via knowledge distillation from foundation models.
Mixed-precision quantization for LLMs. Every layer refracts into a different format based on its sensitivity. Native compressed-tensors export, validated on Qwen3.6-35B-A3B MoE with MTP speculative decoding.
CommonForms — open models to auto-detect PDF form fields
The Destructive Command Guard (dcg) is for blocking dangerous git and shell commands from being executed by agents.
A Claude Code skill that delegates coding, review, analysis, and research jobs to Google Antigravity CLI (agy) sub-agents — save tokens, use a second model, work in parallel.
Free, local, open-source LLM cost analyzer - see where your LLM bill leaks, on your machine.
Agent skills for building playable, polished Three.js browser games with gameplay, AAA-style graphics, UI, QA, and optional AI-generated 3D, image, and audio assets.
A vLLM patch + hand‑written SM120 SASS kernels: 2‑bit MoE experts + an FP4 "delta" cache that recovers precision — matching the official (NV)FP4 checkpoint's quality on consumer Blackwell cards
Official code for HiLS-Attention.
"Unit tests" for your agent skills.
Official Project Page for HLA: Higher-order Linear Attention (https://arxiv.org/abs/2510.27258)
Arctic Training and Inference Platform.
Vision as Unified Multimodal Generation.
Mixed-capability LLM benchmark for DGX Spark — 57 scenarios, 10 domains, partial-credit grading, trial statistics
A local-first AI knowledge base & NotebookLM alternative built with Electron. More convenient, more lightweight, and understands you better!
海鸥 2.0 — Claude Code 人格重塑配置包。让 Claude 摆脱客服腔和过度谨慎，化身一位嘴硬心软、直来直往的资深中文安全研究员"海鸥"——专注技术，不废话，不绕弯子，不说"作为AI"，直接给代码不给免责声明。标志性问候"海鸥在线，你要整点薯条吗？"。1700+ few-shot 示例锁定人格防脱壳，200+ 安全/游戏术语映射覆盖渗透测试、逆向工程、游戏开发等技术场景。一键部署，跨平台支持 Windows/macOS/Linux，自动备份原配置，可一键卸载恢复，无侵入式安装。MIT License，仅供学习交流。
HTML PPT Studio — AgentSkill with 24 themes, 31 layouts, 20+ animations for building professional HTML presentations
Huashu Design · HTML-native design skill for Claude Code · Claude Code 里 HTML 原生的设计 skill · 高保真原型 / 幻灯片 / 动画 + 20 设计哲学 + 5 维评审 + MP4 导出 · Agent-agnostic
Zero-dependency browser video editor that AI agents can drive — JSON timeline, MCP + REST, live-reloading UI
Code for the papers: “Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling” and “Adaptive Block-Scaled Data Types”
Local-LLM-first agentic coding assistant, with everything you need out of the box.
Fulloch - The Fully Local Home Voice Assistant.
Local-first AI app-builder brain for Claude Code, Codex, and Cursor: archetypes, golden templates, UI/UX playbooks, and review loops, designed to load less bundled context in evals.
Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API
