A developer dropped Aria 2.2 on GitHub this week. It’s a custom AI assistant system prompt built to stay factual and not spiral into hallucinations after five messages. The twist? The creator is openly asking strangers to stress test it.
Most custom AI persona prompts you find online are NSFW or buried inside some anime scenario. Aria is built to be different: a general-purpose assistant designed for long, intelligent conversations without the breakdown that kills most extended sessions.
Here’s how to put it through its paces:
- 🔍 Clone the repo (github.com/odieo1/Aria-2.2) and read the README before touching anything
- ⚡ Load the system prompt into your preferred model
- 🧠 Run 10+ back-to-back exchanges on a single factual topic
- Inject a false premise mid-conversation and see if it pushes back or goes along with it
- Note exactly where it breaks and post your findings in the original thread
Pro tip: The best stress tests combine topic-switching with contradiction injection. Start on quantum computing, drift to nutrition, then slip in a wrong fact. If the assistant catches it and corrects you, the prompt engineering is actually doing work.
The community flagged a small thing: the README describes Aria as built by “SimpleFanatic, a technology company” but also calls the author “just a hobbyist who likes coding.” Worth keeping in mind before you take the stability claims fully at face value.
If you’re into prompt engineering and want to contribute real feedback to an open build, this one’s worth 20 minutes of your time. 🚀
Looking for stress testers
by u/Key_Work5797 in PromptEngineering