Marble Skill Taxonomy An open, structured taxonomy of what children learn across the primary/elementary years — decomposed into fine-grained "micro-topics", wired into a prerequisite graph, and aligned to national curriculum standards. Produced by Marble. Version: v1 · Topics: 1,591 · Prerequisite edges: 3,225 · Subjects: 8 See it Every dot is a micro-topic, colored by subject; height is age; each thread is a prerequisite (full-quality video). Explore it interactively at withmarble.c…
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server. Quickstart · Headroom for Teams · Install · Proof · Agents · Docs · Discord · llms.txt AI agents / LLMs: read /llms.txt here, or fetch the live index · full docs blob. Headroom compresses everything your AI agent reads — tool outputs, logs, RAG chunks, files, and conv…
Video restoration tool The only places to get a genuine License code for the supporter models are Buy Me a Coffee, Unifans, and for China the seller in the Chinese README. 支持者模型的正版许可证码只能通过 Buy Me a Coffee、Unifans 或 闲鱼 获取。 English | 日本語 | 中文 Jasna Jasna restores mosaics in videos and images. It is free, has a simple app and a command line, and runs on your GPU. Contents Start here What Jasna does What you need Quick start Help and community Supporting the project (supporter models) Advanced…
Android skills Android skills are a dedicated repository of AI-optimized, modular instructions and resources, to help agents better understand and execute specific patterns that follow the best practices and guidance on Android development from developer.android.com. Android skills follow the open-standard agent skills - markdown files (SKILL.md) that provide a technical specification of a task, and ground LLMs with information on specialized domains and workflows. Our Android skill development…
XERJ is the new way for AI to search data. Its autoindex capability activates agents to know your data without the token waste of grep and sed. One command indexes code, docs, logs and PDFs for search, RAG, security audits and agent memory, using 40x fewer tokens than grep. Elasticsearch compatible, so existing clients just work.XERJ English | 简体中文 XERJ is a community-trusted local AI search that indexes any folder automatically, so your coding agent stops burning tokens readin…
TokenSpeed is a speed-of-light LLM inference engine. TokenSpeed is a speed-of-light LLM inference engine designed for agentic workloads, with TensorRT-LLM-level performance and vLLM-level usability. The goal is to be the most performant inference engine for production agentic workloads. Core components: Scheduler: C++ control plane and Python execution plane. Request lifecycle, KV cache ownership, and overlap timing are encoded as a finite-state machine, with safe KV resource reuse enforce…
Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have this answer in less than 120 seconds. English · 简体中文 · 日本語 · 한국어 Catch your agent's mistakes and blind spots before the shit hits the fan. Quick start • Three ways to run • Test your agent • …
Cross-platform Xcode replacement. Build and deploy iOS apps with SwiftPM on Linux, Windows, macOS.xtool Cross-platform Xcode replacement. Build and deploy iOS apps with SwiftPM on Linux, Windows, and macOS. Overview xtool is a cross-platform (Linux/WSL/macOS) tool that replicates Xcode functionality with open standards. ✅ Build a SwiftPM package into an iOS app ✅ Sign and install iOS apps ✅ Interact with Apple Developer Services programmatically Getting Started Follow the guide to install xtoo…
SwiftUI agent skill for Claude Code, Codex, and other AI tools. SwiftUI Agent Skill for AI Coding Assistants An agent skill that helps AI coding assistants write smarter, simpler, and more modern SwiftUI, including guidance on API usage, design, performance, and accessibility. Covers navigation, layout, animations, state management, VoiceOver, deprecated API, and more, targeting the mistakes LLMs actually make. Also available: SwiftData Pro Swift Concurrenc…