open-webui/open-webui
Open WebUI is a self-hosted, extensible AI platform supporting multiple LLM runners and OpenAI-compatible APIs with advanced features like Retrieval Augmented Generation, model building, and offline deployment.
affaan-m/ECC
ECC, short for "harness-native operator system for agentic work," is an advanced platform designed to optimize the performance and utility of AI agents across multiple harnesses such as Claude Code, Codex, Cursor, OpenCode, Gemini, Zed, and GitHub Copilot. This system goes beyond mere configurations, offering a holistic approach that includes sophisticated skills, agent instincts, memory optimization, continuous learning mechanisms, robust security scanning, and a research-first development philosophy. Developed over 10 months of intensive daily use in real-world product development, ECC provides production-ready agents, skills, hooks, rules, MCP configurations, and legacy command shims. The project emphasizes modularity and reusability, with a focus on cross-harness compatibility and architectural design. It features a public Hermes operator story, detailed in its setup guides and release notes, illustrating a reusable layer for operator workflows. Key features include token optimization for efficient model interaction, memory persistence for seamless context management across sessions, and continuous learning to auto-extract patterns into reusable skills. ECC also integrates verification loops for robust evaluation, parallelization capabilities, and subagent orchestration to address complex context problems. Recent updates, like v2.0.0-rc.1, introduce a Tkinter-based desktop dashboard, expanded operator workflows for various organizational tasks, media and launch tooling, and specialized skill packs for prediction markets and optimization, further enhancing its capabilities as a multi-language (Shell, TypeScript, Python, Go, Java, Perl, Markdown) and multi-harness agent management system. It's available as an MIT-licensed open-source project, with commercial offerings like ECC Pro for private repositories.
https://github.com/affaan-m/ECC
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