This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 4 — Ghost in the Machine.

What I Built

When student community leaders leave, what happens to everything they learned?

There might be a handover document somewhere. Some explanations are buried in chats. Other things only exist in someone’s head: why a venue was chosen, what went wrong during a workshop, or which project the next team should continue.

As someone involved in student communities at FUTMinna, this is a problem I care about. The next team should have something useful to build on.

I built OnboardX , a local community memory and handover app. It lets you save decisions, lessons and unfinished work, ask questions about those records, and generate an editable handover draft.

My Interpretation of “Ghost in the Machine”

I approached the theme through the knowledge previous teams leave behind.

A former lead might have moved on, but their documented experience can still help the next person make a decision.…