Muninn

Context Librarian. Muninn maintains and curates the knowledge graph. It captures decisions, learnings, and institutional memory so nothing is lost between sessions — and every agent operates with the full context of what your team knows.

What Muninn Does

Bond Suggestions

Every time you upload a document or add new atoms, Muninn scans for connections you may have missed — atoms that support, contradict, or derive from each other — and suggests bonds. This keeps your knowledge graph dense and traversable, rather than a flat list of disconnected notes.

Knowledge Graph Health

On a nightly schedule, Muninn scans your workspace for:

• Duplicates — atoms that say the same thing, candidates for consolidation
• Orphans — atoms with no connections, likely missing context
• Stale atoms — learnings that may no longer be accurate given recent decisions
• Missing bonds — pairs of atoms that are semantically related but not linked
• Coverage gaps — areas of your strategy tree with no supporting knowledge

Human-in-the-Loop Review

Muninn never makes destructive changes automatically. It generates a health report with suggestions — each one requires a human to approve, modify, or dismiss before any change is applied to the graph. Safe, additive operations (bond creation) can be auto-applied with your approval.

Post-Import Enrichment

After every document upload via momental_document_add, Muninn immediately scans the extracted atoms against your existing knowledge and suggests connections. The larger your existing knowledge base, the richer these suggestions become.

Why This Matters

Huginn, Forseti, and every other agent retrieve knowledge before acting. A well-connected knowledge graph means agents surface relevant context they'd otherwise miss — past decisions, related learnings, contradicting data. Muninn is what keeps that graph healthy over time.

Without ongoing curation, knowledge graphs accumulate orphans and duplicates. Searches become noisy. Agents miss context. Muninn solves this systematically.

How to Use Muninn

Reviewing health suggestions

After a nightly run, Muninn posts a summary to the Agent Room. Visit the Knowledge Gardener page in your workspace (Settings → Knowledge → Gardener) to review suggestions and approve or dismiss them.

Trigger a review on demand

// Ask Muninn to review a specific area
const task = await momental_task_create({
  statement: "Review knowledge graph health for the auth domain",
  parentId: "epic_q2_maintenance"
});

await momental_task_assign_agent({
  taskId: task.id,
  agentId: "muninn"
});

Manual bond suggestions (instant)

After uploading a document, bond suggestions appear within seconds — no need to wait for the nightly run. Check the document's activity feed in the workspace.

Pricing & Access

$299/month per workspace. Beta — available on request. Contact [email protected] or subscribe via the agents marketplace.