What is guild-advancement-automator?

This repository describes a Python-based automation tool for Discord servers. Its stated purpose is to simulate organic community activity by managing multiple Discord user tokens and scheduling actions such as joining servers, sending messages, adding reactions, and applying server boosts, while rotating through an account pool to avoid triggering rate limits. The README describes the system as an orchestration engine where a scheduler coordinates token pools, proxy rotation, and AI-generated messages. OpenAI is used to produce contextual messages that imitate natural conversation, Claude serves as a fallback when OpenAI is unavailable or to vary response style. The README explicitly describes techniques for avoiding detection, including jitter algorithms, time-of-day activity weighting, and geographic distribution through proxy location matching. Configuration uses a JSON profile file that sets activity level, peak operating hours, message length ranges, action weights for each behavior type, and which AI model to use. The command-line interface accepts a profile name, a target server invite, a list of user tokens, and an optional proxy file. A web dashboard is described for monitoring success rates, token health, and error counts in real time. The README notes the tool requires Discord user tokens rather than bot tokens, which are credentials associated with real user accounts. It also acknowledges that use of the tool may violate Discord's terms of service. The project claims to be released under the MIT license and states it supports Windows, macOS, and several Linux distributions. No source code is present in the repository, it links to an external site for downloads.