Features/06 Knowledge

What one project knows about itself

Every new session starts from zero. Give it what the project already knows.

A session re-reads the repo and guesses the architecture. Knowledge keeps what one project knows about itself in one place: its memory files in one editor, an architecture map that says how stale it is, and code graphs agents can query instead of grepping.

Episode 6 · Knowledge
Episode 6 · Knowledge · 1:21 · 1080p with voiceoverDownload mp4
01 · memory

Instructions and memory, in one editor

Project instructions, auto-memory and Serena notes in one editor. Edit, preview, save: every save keeps a backup. A stale-fact lint catches memory that disagrees with the repo, like a PR the memory calls open when git says it merged.

  • A conflict guard on every save
  • Finished entries move out of the index agents always load
  • Stale facts flagged against git
LIVE
02 · architecture

A map of the repo, with a staleness badge

An architecture map of the repo: modules by layer (UI, domain, data, server), and flows you can trace step by step, file by file. The map says how stale it is, per commit.

  • Machine-readable layers, modules and flows
  • Pick a flow and follow every step
  • Freshness stamped per commit
LIVE
03 · code graph

Real symbols, not grep

Serena gives agents a language server, and the dashboard shows which tools they call. Graphify turns the code into a graph of communities: click any symbol to see what it touches.

  • Symbol-level search and references
  • A graph of communities
  • What a symbol touches, one click away
LIVE

screenshots

The knowledge pages, up close.

Click any screenshot to open it full size. The projects are fictional.

Run your agents like a fleet.

Free on GitHub. One binary on your machine, no cloud, no account. Your sessions show up the moment it starts.