DietrichGebert/ponytail
Ponytail enables AI agents to generate more concise, efficient, and cost-effective code by enforcing a "lazy senior dev" methodology, prioritizing existing solutions and minimal implementation.
Awesome AI Agents › AI Assistants
MiMoCode is an advanced AI coding assistant designed to operate within a terminal environment, streamlining the development workflow. It enables users to read and write code, execute commands, and manage Git repositories while maintaining a deep, persistent understanding of the project across multiple sessions. The tool integrates MiMo Auto for zero-configuration setup and supports connectivity with various mainstream LLM provider APIs. Key features include multiple agent types (build, plan, compose) that can be switched via Tab, and a robust persistent memory system powered by SQLite FTS5, which includes project knowledge, session checkpoints, scratch notes, and task progress, ensuring agents retain context. The assistant also boasts intelligent context management with automatic checkpoints, context reconstruction, and budgeted injection of information to optimize token usage. It provides a tree-shaped task tracking system, a subagent system for parallel asynchronous work, and a goal/stop condition mechanism with an independent judge model to prevent premature task completion. For structured development, Compose mode offers workflows with built-in skills for planning, execution, code review, TDD, and debugging. Furthermore, MiMoCode incorporates real-time streaming voice input, and experimental features like Dream and Distill allow it to extract persistent knowledge and distill manual workflows into reusable skills, making it a comprehensive and evolving AI development tool built on a fork of OpenCode.
https://github.com/XiaomiMiMo/MiMo-Code
Ponytail enables AI agents to generate more concise, efficient, and cost-effective code by enforcing a "lazy senior dev" methodology, prioritizing existing solutions and minimal implementation.
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