Your vault. Searchable. Organized.
6 items ยท in module order
Same agent, same question, two days apart โ two different answers. Fluency without memory is theatre. Meet the four memory tiers that turn a chatbot into a colleague.
Your agent already keeps a diary โ you've just been ignoring it. Session journals and crash snapshots are free, automatic memory. Stop restarting cold.
Deliberate memory: /remember files it under a name, /recall brings it back โ in any session, forever. Learn what makes a good memory and the three kinds that go bad.
You don't remember what you called it. /search finds it anyway โ by meaning, not by name. Vector search demystified in sixty seconds, no math.
The capstone: pick one workflow you run every week and answer four questions โ what to journal, what to snapshot, what to /remember, what to leave to /search. Walk out with a designed memory layer.
The Rung 5 capstone on paper: one workflow, four memory decisions โ what to journal, what to snapshot, what to /remember, what to leave to /search.