KVANTRA-dev/NOUZ-MCP

v3.2.5 Feature

This release adds 1 notable feature for engineering teams evaluating rollout.

Published 5d MCP Data & Storage

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✓ No known CVEs patched

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✓ No known CVEs patched in this version

Summary

AI summary

Fixes mean‑centered etalon classification, hides retrieval/embedding tools with index_all(with_embeddings=true), and adds external derived_from provenance handling.

Changes in this release

Type	Severity	Summary	CVE
Feature	Low	Adds derived_from provenance handling outside strict hierarchy/cycle validation. Adds derived_from provenance handling outside strict hierarchy/cycle validation. Source: llm_adapter@2026-05-29 Confidence: high	—
Bugfix	Medium	Fixes mean-centered etalon classification calculation. Fixes mean-centered etalon classification calculation. Source: llm_adapter@2026-05-29 Confidence: low	—
Bugfix	Low	Fixes mean-centered etalon classification by centering candidate notes against the raw etalon centroid. Fixes mean-centered etalon classification by centering candidate notes against the raw etalon centroid. Source: granite4.1:30b@2026-05-29-audit Confidence: low	—
Refactor	Low	Keeps LUCA graph-only by hiding retrieval/embedding tools and rejecting index_all(with_embeddings=true). Keeps LUCA graph-only by hiding retrieval/embedding tools and rejecting index_all(with_embeddings=true). Source: llm_adapter@2026-05-29 Confidence: high	—

Full changelog

Fixes mean-centered etalon classification by centering candidate notes against the raw etalon centroid. Keeps LUCA graph-only by hiding retrieval/embedding tools and rejecting index_all(with_embeddings=true). Adds derived_from provenance handling outside strict hierarchy/cycle validation.

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About KVANTRA-dev/NOUZ-MCP

Semantic knowledge graph for Obsidian. Three modes (pure graph / semantic classification / strict hierarchy)

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