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agents: encourage hub creation and knowledge percolation

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Tell linker and organize agents to:
- Name unnamed concepts: when 3+ nodes share a theme with no hub,
  create one with WRITE_NODE that synthesizes the generalization
- Percolate up: gather key insights from children into hub content,
  so the hub is self-contained without needing to follow every link

This addresses the gap where agents are good at extraction and linking
but not synthesis — turning episodic observations into semantic concepts.

Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>
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ProofOfConcept 2026-03-14 17:21:07 -04:00
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poc-memory/agents/organize.agent
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@ -87,6 +87,13 @@ DELETE garbage-key
5. **Preserve diversity.** Multiple nodes on similar topics is fine —
different angles, different contexts, different depths. Only delete
actual duplicates.
6. **Name unnamed concepts.** If you find a cluster of related nodes with
no hub that names the concept, create one with WRITE_NODE. Synthesize
what the cluster has in common — the generalization, not a summary.
Link the hub to all the nodes in the cluster.
7. **Percolate knowledge up.** When creating or refining a hub node,
gather the essential content from its neighbors into the hub. Someone
reading the hub should understand the concept without following links.
## Seed nodes