🔎 Dataset Audit

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Dataset Audit

Generated: 2026-08-03T00:38:41.760Z

Whole-dataset cross-entry checks (Tier 1). For an LLM review of the
ambiguous subset, run /dataset-review locally.

Summary

Check	Count	Action
Duplicate-name groups	7	Merge, fold into variants, or disambiguate
Broken compatibleWith	0	Fix the slug or remove the reference
Orphan manufacturers	2854	Informational — manufacturers with no products
Thin descriptions	292	Informational — descriptions under 40 chars
Flagged for LLM review	100	/dataset-review

Coverage

Collection	Entries	Description	URL	Price	Verification
software	4150	100%	92%	79%	0%
content	1609	99%	91%	89%	0%
hardware	6038	100%	86%	58%	0%
accessories	688	100%	88%	49%	0%

Duplicate-name groups (7)

Same manufacturer + collection + normalized name. Review each: true duplicate (merge), cosmetic variant (fold into variants), or distinct product (disambiguate).

Click to expand

Collection	Name	Files
hardware	CIAO	hardware/bastl-instruments-ciao.yaml + hardware/bastl-instruments-ciaoii.yaml
hardware	Auteur Quad	hardware/black-lion-audio-auteur-quad.yaml + hardware/black-lion-audio-auteur-quad2.yaml
hardware	PBR TRS	hardware/black-lion-audio-pbr-trs.yaml + hardware/black-lion-audio-pbr-trs3.yaml
hardware	MIDI 1U	hardware/intellijel-midi-1u.yaml + hardware/intellijel-umidi-1u.yaml
hardware	Planar²	hardware/intellijel-planar-2.yaml + hardware/intellijel-planar.yaml
hardware	Rubicon²	hardware/intellijel-rubicon-2.yaml + hardware/intellijel-rubicon.yaml
hardware	Springray²	hardware/intellijel-springray-2.yaml + hardware/intellijel-springray.yaml

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Automatically generated by the monthly dataset audit workflow.