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v0.9.0 β€” noise-robust overview

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@github-actions github-actions released this 05 Jul 06:04

The overview learned to ignore noise

napkin overview is the agent's vocabulary primer: one line per folder, with the TF-IDF keywords that make that folder distinctive, so the agent's next lexical search is phrased in the vault's own words. On real-world vaults full of imported documents β€” OCR'd PDFs, e-signature exports, HTML conversions β€” that primer used to drown: dashed GUIDs shattered into short "words" that won TF-IDF, and hundreds of near-identical converted-document folders buried the curated structure.

v0.9.0 fixes this with statistics, not blacklists.

✨ Structured-noise stripping

GUID/dashed-hex runs, digit-mixed ID blobs, HTML tags & entities, and long hex-letter runs are removed from text before tokenization, so ID shrapnel never reaches keyword scoring. Real short vocabulary (pdf, xlsx, fee) is untouched β€” noise is recognized by its structure in context, never by judging tokens.

✨ Homogeneous-sibling collapse

When a folder has many children whose content (body + headings, never filenames) is statistically near-identical, they render as one honest row:

imports/contracts/ (+153 similar subfolders)
  keywords: agreement, signature, lease, addendum

The vault root is never collapsed β€” top-level folders are your taxonomy. Configurable via overview.collapse (default true) or --no-collapse; JSON output gains an additive collapsedFolders field.

πŸ› --json is now always parseable

Warnings (e.g. malformed YAML frontmatter) go to stderr instead of corrupting stdout.

Measured on real agent vaults

worst-polluted vault clean vaults
overview lines 242 β†’ 11 unchanged
noise keywords 778 β†’ 6 0
curated-keyword robustness 0.71 β†’ 0.82 1.0

If your vault is clean, this release changes nothing. If it isn't, your agents just got a much better map.