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ECC: The Agent Harness Performance Optimization System for LLMs
ECC is an advanced agent harness performance optimization system, providing a coordinated engineering system and toolbox for LLM development. It enables agents to plan, test, implement, review, and learn effectively, enhancing productivity and security for AI-driven coding workflows across platforms like Claude Code, Codex, and Cursor.
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ECC: The Agent Harness Performance Optimization System for LLMs
ECC is an advanced agent harness performance optimization system, providing a coordinated engineering system and toolbox for LLM development. It enables agents to plan, test, implement, review, and learn effectively, enhancing productivity and security for AI-driven coding workflows across platforms like Claude Code, Codex, and Cursor.

Agent Governance Toolkit: Policy Enforcement for Autonomous AI Agents
The Microsoft Agent Governance Toolkit (AGT) provides robust policy enforcement, zero-trust identity, and execution sandboxing for autonomous AI agents. It addresses critical security and compliance challenges, ensuring agents operate within defined boundaries and providing tamper-evident audit trails. AGT covers all 10 items of the OWASP Agentic Top 10, making it essential for shipping AI agents to production securely.

book-to-skill: Transform Technical Books into AI Agent Skills
book-to-skill is a Python project that converts technical books, documents, or source collections into structured agent skills. It allows AI agents like GitHub Copilot CLI or Claude Code to load content on demand, providing accurate answers without hallucination. This tool optimizes learning and reference by distilling complex information into an easily queryable format.

claude-video: Empowering Claude to Watch and Analyze Any Video Content
The claude-video repository provides a powerful tool, `/watch`, enabling Claude to process and understand video content. It automates the download, frame extraction, and transcription of any video, feeding this rich data to Claude. This allows Claude to answer questions and provide insights grounded in what it has actually seen and heard.

Craft Agents: An Agent-Native Desktop App for LLM Interaction
Craft Agents is an open-source desktop application designed for effective interaction with large language model (LLM) agents. It enables intuitive multitasking, seamless connection to any API or service, and a document-centric workflow within a fluid user interface. Built with agent-native software principles, it offers high customizability and supports multiple LLM providers.

Ouroboros: A Self-Evolving AI Agent for Autonomous Development
Ouroboros is an open-source, general-purpose AI agent designed for autonomous development and self-evolution. It maintains identity and memory across tasks and restarts, capable of modifying its own code, architecture, and tools. This agent can coordinate specialist subagents and operate on external projects, offering both desktop and headless CLI interfaces.
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Page Assist: Integrate Local AI Models Directly into Your Web Browser
Page Assist is an open-source browser extension that integrates your local AI models directly into your web browsing experience. It provides a sidebar and a dedicated web UI, allowing users to interact with their AI model, including chatting with the content of any webpage. This tool supports various Chromium-based browsers and Firefox, emphasizing privacy by keeping all data local.

ZimaOS: A Simplified, Open NAS Operating System
ZimaOS is a simplified, focused, and open NAS operating system developed by IceWhaleTech. Evolved from CasaOS, it offers enhanced hardware compatibility and a robust update experience, supporting both Zima series hardware and generic x86-64 systems with UEFI.
reubah: A Web-Based Universal File Converter and Image Processor
reubah is an intuitive web-based tool designed for efficient image processing and document conversion. It offers a simple interface to handle a wide array of file formats, providing features like dark mode and batch processing. This versatile application ensures isolated processing and immediate delivery without storing user files.
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