AUQ
Enables LLMs to pose clarifying questions to users within a dedicated, clean terminal interface for enhanced coding workflows.
About
AUQ is a lightweight MCP server and CLI tool designed to facilitate seamless interaction between users and their LLMs. It provides a dedicated, clean terminal space where AI assistants can ask clarifying questions, including multiple-choice, single-choice, and custom input options, without disrupting the user's main workflow. Ideal for multi-agent parallel coding, AUQ supports queuing of multiple question sets, offers a superior terminal user experience with arrow key navigation, and includes a rejection feedback loop, empowering LLMs to ask more contextually appropriate questions while ensuring all data remains 100% local.
Key Features
- CLI-Based, offering lightweight, SSH-compatible, and fast operation
- Resumable and stateless, allowing the CLI to be run on demand
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- Question set rejection with an optional feedback loop to the LLM
- Graceful queuing of multiple simultaneous question sets for multi-agent workflows
- 100% local data handling with no information leaving your machine
Use Cases
- Guiding LLMs in AI-assisted coding to overcome hallucination and generate contextually appropriate code
- Managing clarifying questions from multiple concurrent AI agents in parallel development workflows
- Providing structured feedback to LLMs when question sets are irrelevant or misaligned
