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Kent Overstreet 4530837057 hub differentiation + refine_target for automatic section targeting
Pattern separation for memory graph: when a file-level node (e.g.
identity.md) has section children, redistribute its links to the
best-matching section using cosine similarity.

- differentiate_hub: analyze hub, propose link redistribution
- refine_target: at link creation time, automatically target the
  most specific section instead of the file-level hub
- Applied refine_target in all four link creation paths (digest
  links, journal enrichment, apply consolidation, link-add command)
- Saturated hubs listed in agent topology header with "DO NOT LINK"

This prevents hub formation proactively (refine_target) and
remediates existing hubs (differentiate command).

Co-Authored-By: ProofOfConcept <poc@bcachefs.org>
2026-03-01 00:33:46 -05:00
prompts poc-memory v0.4.0: graph-structured memory with consolidation pipeline 2026-02-28 22:17:00 -05:00
schema add position field to capnp schema 2026-02-28 23:15:10 -05:00
scripts delete superseded Python scripts 2026-03-01 00:13:03 -05:00
src hub differentiation + refine_target for automatic section targeting 2026-03-01 00:33:46 -05:00
.gitignore poc-memory v0.4.0: graph-structured memory with consolidation pipeline 2026-02-28 22:17:00 -05:00
build.rs poc-memory v0.4.0: graph-structured memory with consolidation pipeline 2026-02-28 22:17:00 -05:00
Cargo.lock digest: native Rust implementation replacing Python scripts 2026-02-28 23:58:05 -05:00
Cargo.toml remove unused rand dependency (uuid uses getrandom directly) 2026-02-28 23:51:59 -05:00