roampal now works with open code.
memory that learns what works — not just what's similar. it tracks outcomes, ranks what actually helped, and drops what didn't.
two commands. claude code and open code.
pip install roampal && roampal init
roampal-core v0.3.6 is out
outcome-based memory for Claude Code and Opencode.
biggest changes:
- exchanges auto-summarize to ~300 chars (78% fewer tokens in context)
- old bloated memories get cleaned up automatically, 1 per exchange
- retrieval fairness — memory_bank no longer dominates every search
- unused memories now drift toward cleanup instead of sitting forever
new?
pip install roampal
roampal init --claude-code
roampal init --opencode
upgrading?
pip install --upgrade roampal
roampal init --force
https://t.co/6aH9bpTAi1
@AlexFinn With the right memory, those local models could be fine tuned with user data. Memory that learns from outcomes + local storage and local models = future
True ownership can come only from within.
It comes from a disdain for anything or anybody that impinges upon your mobility, from a confidence in your own decisions, and from the use of your time in constant pursuit of education and improvement.
roampal now works with open code.
memory that learns what works — not just what's similar. it tracks outcomes, ranks what actually helped, and drops what didn't.
two commands. claude code and open code.
pip install roampal && roampal init
The AI discourse is stuck on two bad frames:
"AI will take jobs" (replacement)
"AGI will be autonomous" (sci-fi)
The actual value is neither. It's leverage for individuals.
@craigzLiszt@CoastalFuturist Try the memory I built. It gives Claude persistent memory. Then you don't have to worry about losing the person you're talking to.
https://t.co/5EByqoTAoU