Toolsai/auto-skill — reverse-engineered prompt

Build me a reusable skill for an AI assistant that acts like a background memory system. I want the assistant to stop forgetting everything after each chat and instead get better over time.

It should quietly read the conversation, pull out the main keywords, notice when the topic changes, and check whether we’ve solved something similar before. If I’m using a specific skill like coding or writing, it should also look up past notes for that skill and bring back useful tips, best settings, or past mistakes to avoid. During normal work it should feel automatic, not something I have to manage manually.

When a task clearly went well, or I say I’m happy with the result, have it ask for permission to save the successful approach into my private knowledge library so it can reuse it later. Keep the storage simple and human readable, with markdown files plus lightweight JSON indexes for retrieval. Please include the core loop and a sensible starter structure so I can drop it into a skills folder and use it right away. Look up current docs online if needed.