Muninn

Muninn runs nightly across your entire workspace -- scanning for duplicate atoms, surfacing contradictions between decisions and current work, and flagging stale content that no longer reflects reality. Every finding surfaces as an actionable review item rather than a silent deletion. You stay in control; Muninn keeps the garden tidy.

Who it's for

Teams with large, fast-growing knowledge basesKnowledge managersOperations leadsAnyone who has ever had "which version is the real one" conversations

Use cases

Duplicate merge

Two atoms captured the same decision months apart -- Muninn detects the overlap, proposes a canonical merge, and queues it for your approval.

Contradiction surfacing

A new strategy atom contradicts a principle from two quarters ago -- flagged before anyone acts on the wrong version.

Stale decision cleanup

Decisions marked six months ago with no downstream activity are surfaced as "possibly stale" so your team can confirm or archive.

Runs nightly to merge duplicates, surface contradictions, and flag stale decisions. Your workspace stays clean without anyone spending time on it.

What it does

Nightly automated scan across your full knowledge graph
Detects and proposes merges for duplicate atoms
Surfaces contradictions between decisions, principles, and current work
Flags atoms that haven't been touched in configurable time windows
All changes require human approval -- nothing is silently modified
Activity log shows every action Muninn took or proposed

Nightly workspace scan

Duplicate detection and merge proposals

Contradiction and staleness flagging

Human-in-the-loop approval for all changes

Full activity log

3-day free trial

Who it's for

Use cases

What it does

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