CtxOne boils down to three things an AI tool does to memory.
Everything else — branches, priming, session stats, provenance
— falls out of these.
Remember
Write a fact once. It survives sessions, branches, and tool
switches. Importance maps to a confidence score so
high-value facts aren't drowned out by chatter.
$ ctx remember "BSL-1.1 for all new repos" \
--importance high --context licensing
remember(fact="BSL-1.1 for all new repos",
importance="high", context="licensing")
Recall
Ask a topic. Get pinned context plus relevant facts,
capped at a token budget. Every response includes the
live savings ratio so the 60× claim is provable in real
time.
$ ctx recall "licensing" --budget 1500
recall(topic="licensing", budget=1500)
Blame
Every commit carries an agent ID, a timestamp, an intent,
and optional reasoning. ctx blame traces a
fact back to the tool, user, and session that wrote it.
$ ctx blame /memory/legal/bsl
agent: claude-code
when: 2026-03-14T09:17:23Z
intent: Observe
reason: user preference