Explain your data once.
As the agent works it learns what your tables mean, which joins are right, and which queries you trust. You approve each fact, and from then on every conversation starts with that knowledge.
Nothing saves silently.
When the agent learns something worth keeping, it asks. One click saves the fact, one dismisses it. Your memory only holds what you confirmed.
Save to memory?
Plain markdown files.
Memory is not a hidden vector store. It's markdown in your workspace folder, one file per topic. A background recorder merges new facts in, dedupes, and keeps the files tidy.
# Billing
- mrr counts active subscriptions only,
trials excluded
- amounts are stored in cents, divide by 100
- orders joins customers on customer_id
## Verified queries
- mrr by plan → context-queries.md Your team learns with you.
In a shared workspace, memory files sync like everything else. When two people learn different things, the files merge as a union, so nobody's facts get lost.
context-billing.md
Explain your data once.
Free for personal use, every feature included. Commercial use needs a seat at beta pricing. See pricing.