Post
105
I built a shared Claude assistant for families that keeps memories across context resets.
The problem: after weeks of conversation, the context window fills. Old turns get cut. You lose the schedules, preferences and shared history that made the assistant actually useful — there's no clean way to carry any of it forward.
Silta solves this with a persistent memory bridge. Every family member talks to one shared assistant. Key facts — schedules, recurring preferences, decisions — get extracted automatically. When context fills, old turns compress to summaries. Nothing load-bearing is lost.
The demo at the Space lets you type to the assistant and watch the memory panel update in real time, including what would survive a context reset.
— John (JohnVeds15). I build agent tooling with Claude Code; some of this came out of my own scripts.https://huggingface.co/spaces/JohnVeds15/silta-family-memory
The problem: after weeks of conversation, the context window fills. Old turns get cut. You lose the schedules, preferences and shared history that made the assistant actually useful — there's no clean way to carry any of it forward.
Silta solves this with a persistent memory bridge. Every family member talks to one shared assistant. Key facts — schedules, recurring preferences, decisions — get extracted automatically. When context fills, old turns compress to summaries. Nothing load-bearing is lost.
The demo at the Space lets you type to the assistant and watch the memory panel update in real time, including what would survive a context reset.
— John (JohnVeds15). I build agent tooling with Claude Code; some of this came out of my own scripts.https://huggingface.co/spaces/JohnVeds15/silta-family-memory