Make each operation easier to understand than the last.

A shared entity library

Memory, knowledge, skill, command, runbook, finding, story, and plan all live in one searchable, polymorphic library — not scattered wiki pages.

Hybrid search

Semantic and full-text retrieval across your operational knowledge.

It finds relevant context — it does not promise a perfect answer every time.

Session continuity

Comments, resume, and fork mean past work stays reachable, not locked in a closed conversation.

Export and import

Markdown and PDF export, and a matching import path for bringing content in.

Memory that stays current

A memory-extraction template mines recent sessions into persistent facts on a schedule.

This is configurable automation, not invisible guaranteed learning — it runs as a task you can see and adjust.