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The archivist is an MMW background process. After every remember it looks at how the new record relates to recent ones and tidies up: it links records, marks outdated ones and lowers confidence. It never deletes anything.

On this page you will learn:

  1. what the archivist does to the new record and its neighbours;
  2. what data it sends to a language model;
  3. how it behaves in organizations and where it does not run.

Running example: a month ago the agent saved “staging is deployed manually with scp”, and today “staging is deployed through the app-staging systemd unit”.

remember(new record)
│ record saved, the agent already has its reply
▼
archivist (background)
│ takes up to 5 of the most recent records in the same workspace
│ and project that the new record's author can read
▼
a language model decides: CREATE / MERGE / INVALIDATE + links
▼
updates: graph links, stale status, confidence, fact_key

The analysis is asynchronous: remember replies immediately, and links and marks show up a little later. If the model is unavailable, the archivist skips the record — it is saved as usual, just without enrichment.

Model decisionWhat changes
CREATE — a new factOnly links and, if needed, a service fact_key on the new record.
MERGE — the new record refines or extends an older oneThe older record’s confidence is lowered to 0.4 (if it was higher).
INVALIDATE — the new record contradicts an older oneThe older record gets the stale status and its confidence is lowered to 0.1.

In addition:

  • Graph links. The archivist creates weighted relates_to, fixes_issue and supersedes links. They appear in graph_relations in search results and on the relationship map in your account.
  • Service fact_key. If you did not set a fact_key, the archivist assigns one of the form archivist:shelf:short-summary. It never changes a key you set.
  • Candidates only. It can change only the records it was given for comparison. If the model names any other record, the decision is discarded.

In the example, the archivist will most likely choose INVALIDATE: the scp record becomes stale with confidence 0.1, and the new record gets a supersedes link to it. The agent sees both in search — and can tell which is current.

  • Delete. A contradicted record stays visible and searchable. Only forget, called by you or your agent, removes data.
  • Change the text of the new or the older record.
  • Raise confidence — it only lowers it.
  • Step outside the new record’s project and workspace.

The model receives the text of the new record and the beginning (up to 140 characters) of each candidate record, with their IDs. By then secrets have already been replaced with placeholders — Memory Guard runs before saving. The model’s reply is also scrubbed for secrets before it can end up in a fact_key.

The archivist follows the same visibility rules as search: it picks candidates only from records that the author of the new record can read. A colleague’s draft (“author only”) or another department’s record never enters the comparison, the links or the marks. See Visibility.

For records written through the ChatGPT connection (OAuth connector, beta), remember is a purely additive write: the archivist does not run and the record text is not sent to a model. Such records are not analyzed when they are saved.