redth/engraim/engraim-memory

EngrAIm memory

This workspace has persistent memory in .engraim/: a markdown wiki (canonical, human-readable, git-friendly), a temporal fact store, and immutable sources — all indexed for search. Markdown is the source of truth; the SQLite index is derived.

Recall first

Before researching or asking the user to re-explain, recall:

• recall(query) — hybrid search across wiki pages + facts. Use natural-language queries with the distinctive nouns ("Proxmox heat exchanger", "MAUI runner LVM").
• whats_true(entity) — current facts about a specific entity (e.g. a host, a service, a tool).
• wiki_get(page) — read a specific knowledge page in full.

If recall returns a relevant single-source fact flagged low-confidence, treat it as a lead to confirm, not an established fact.

Record durable knowledge

When something is worth keeping (a decision, a fix that worked, a convention, an inventory fact, an environment quirk):

• remember(observation, subject?, predicate?, object?, source?) — store an atomic fact. Pass source (url + trust tier) when it came from research.
• wiki_upsert(page, content, links) — for narrative/procedural knowledge (how-tos, troubleshooting, concept explainers). One page per entity/concept. Cross-link related pages with [[Page Name]]. Keep pages focused; let the link graph carry relationships.

Discipline

• Distill, don't dump — capture the decision/outcome/reason, not raw logs.
• Provenance — note where a fact came from (a session_id, a URL, the user).
• Never persist secrets — skip API keys, tokens, passwords seen in tool output.
• Supersede, don't silently overwrite — if a fact changed, record the new one; the store keeps history (temporal).

Temporal & corroboration (v2)

• Re-stating strengthens, it doesn't duplicate. Calling remember with a fact already

known bumps its corroboration_count and confidence; a fact stays low_confidence only until it's been corroborated at least once. So when memory and reality agree, re-remember it — that's the signal that it's solid.

• Changed, not gone. When a fact changes, supersede(fact_id, new_object) — never

overwrite. The old value stays in history and in as-of queries.

• Conflicts aren't resolved silently. If remember returns siblings, a current fact

shares the same subject+predicate with a different value. Decide: a genuine update → supersede; an additional value for a multi-valued predicate (a host with several drives) → leave both.

• Time-travel. whats_true(entity, as_of=<ISO time>) returns what was believed as of

that moment; history(subject) shows the whole timeline. Use these for "what did we think last month" or to explain how a decision evolved.