Subikuli // message memory library

Subikuli

A private library for the messages that matter.

Subikuli turns communication history into a searchable, source-backed memory layer. It is designed for the parts of email and messaging that should not disappear into inbox sprawl: decisions, commitments, attachments, names, threads, and context an agent can cite later.

Capture

Bring messages into memory.

Collect important communication records in a durable library designed for agent retrieval.

Context

Preserve sources and threads.

Keep context attached to its origin so summaries and answers can point back to the underlying message trail.

Recall

Search with evidence.

Find what was said, by whom, when, and why it mattered without depending on fragile inbox memory.

Why it exists

Communication is where organizational memory is born.

Subikuli is the support layer between raw correspondence and useful cognition. For people using long-running AI agents, it gives agents a safer way to retrieve and cite past communication rather than guessing from incomplete context.