Dataset Audit
Generated: 2026-07-03T00:42:14.602Z
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 |
28 |
Merge, fold into variants, or disambiguate |
Broken compatibleWith |
1 |
Fix the slug or remove the reference |
| Orphan manufacturers |
2887 |
Informational — manufacturers with no products |
| Thin descriptions |
282 |
Informational — descriptions under 40 chars |
| Flagged for LLM review |
100 |
/dataset-review |
Coverage
| Collection |
Entries |
Description |
URL |
Price |
Verification |
| software |
4229 |
100% |
92% |
80% |
0% |
| content |
1609 |
99% |
91% |
89% |
0% |
| hardware |
4826 |
100% |
83% |
33% |
0% |
| accessories |
473 |
100% |
83% |
40% |
0% |
Duplicate-name groups (28)
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 |
| software |
Average |
software/airwindows-average-2.yaml + software/airwindows-average.yaml |
| software |
Beatmaker CIRCUITS |
software/ujam-beatmaker-circuits.yaml + software/ujam-instruments-beatmaker-circuits.yaml |
| software |
Beatmaker COZY |
software/ujam-beatmaker-cozy.yaml + software/ujam-instruments-beatmaker-cozy.yaml |
| software |
Beatmaker GLOOM |
software/ujam-beatmaker-gloom.yaml + software/ujam-instruments-beatmaker-gloom.yaml |
| software |
Beatmaker GLORY |
software/ujam-beatmaker-glory.yaml + software/ujam-instruments-beatmaker-glory.yaml |
| software |
Beatmaker HYPE |
software/ujam-beatmaker-hype.yaml + software/ujam-instruments-beatmaker-hype.yaml |
| software |
Beatmaker IDOL |
software/ujam-beatmaker-idol.yaml + software/ujam-instruments-beatmaker-idol.yaml |
| software |
Beatmaker KANDY |
software/ujam-beatmaker-kandy.yaml + software/ujam-instruments-beatmaker-kandy.yaml |
| software |
Beatmaker NEMESIS |
software/ujam-beatmaker-nemesis.yaml + software/ujam-instruments-beatmaker-nemesis.yaml |
| software |
Beatmaker Vice |
software/ujam-beatmaker-vice.yaml + software/ujam-instruments-beatmaker-vice.yaml |
| software |
Beatmaker VOID |
software/ujam-beatmaker-void.yaml + software/ujam-instruments-beatmaker-void.yaml |
| software |
Babylon 2 |
software/w-a-production-babylon-2.yaml + software/wa-production-babylon-2.yaml |
| software |
BassShaper |
software/w-a-production-bassshaper.yaml + software/wa-production-bassshaper.yaml |
| hardware |
dbx DriveRack PA+ |
hardware/dbx-driverack-pa-plus.yaml + hardware/dbx-driverack-pa.yaml |
| hardware |
Prime 4+ |
hardware/denon-dj-prime-4-plus.yaml + hardware/denon-dj-prime-4.yaml |
| hardware |
Prime GO+ |
hardware/denon-dj-prime-go-plus.yaml + hardware/denon-dj-prime-go.yaml |
| hardware |
4-Piece Performance Series Kit |
hardware/dw-drums-drktp04aa-4-piece-performance-series-kit.yaml + hardware/dw-drums-drktp04az-4-piece-performance-series-kit.yaml |
| hardware |
Satin Black over Brass Snare 6.5x14 |
hardware/dw-drums-drvd6514-satin-black-over-brass-snare-6-5x14.yaml + hardware/dw-drums-drvd6514svdbk-satin-black-over-brass-snare-6-5x14.yaml |
| hardware |
Machinedrum SPS-1UW MKII |
hardware/elektron-machinedrum-sps-1uw-mkii.yaml + hardware/elektron-machinedrum-sps-1uw-plus-mkii.yaml |
| hardware |
T50RPmk4g+ |
hardware/fostex-t50rpmk4g-2.yaml + hardware/fostex-t50rpmk4g.yaml |
| hardware |
Big Knob Studio+ |
hardware/mackie-big-knob-studio-plus.yaml + hardware/mackie-big-knob-studio.yaml |
| hardware |
CR-Buds+ |
hardware/mackie-cr-buds-plus.yaml + hardware/mackie-cr-buds.yaml |
| hardware |
EM-91CU |
hardware/mackie-em-91cu.yaml + hardware/mackie-em91cuplus.yaml |
| hardware |
ProFX10v3 |
hardware/mackie-profx10v3.yaml + hardware/mackie-profx10v3plus.yaml |
| hardware |
ProFX12v3 |
hardware/mackie-profx12v3.yaml + hardware/mackie-profx12v3plus.yaml |
| hardware |
ProFX6v3 |
hardware/mackie-profx6v3.yaml + hardware/mackie-profx6v3plus.yaml |
| hardware |
Mixstream Pro + |
hardware/numark-mixstream-pro-plus.yaml + hardware/numark-mixstream-pro.yaml |
| hardware |
T5z Pro |
hardware/taylor-t5z-pro-cayenne-red.yaml + hardware/taylor-t5z-pro-harbor-blue.yaml + hardware/taylor-t5z-pro-tobacco-sunburst.yaml |
Broken compatibleWith references (1)
Click to expand
| File |
Detail |
software/getgood-drums-modern-massive.yaml |
compatibleWith references no existing software/hardware: kontakt-player, kontakt |
Automatically generated by the monthly dataset audit workflow.
Dataset Audit
Generated: 2026-07-03T00:42:14.602Z
Whole-dataset cross-entry checks (Tier 1). For an LLM review of the
ambiguous subset, run
/dataset-reviewlocally.Summary
variants, or disambiguatecompatibleWith/dataset-reviewCoverage
Duplicate-name groups (28)
Same manufacturer + collection + normalized name. Review each: true duplicate (merge), cosmetic variant (fold into
variants), or distinct product (disambiguate).Click to expand
software/airwindows-average-2.yaml+software/airwindows-average.yamlsoftware/ujam-beatmaker-circuits.yaml+software/ujam-instruments-beatmaker-circuits.yamlsoftware/ujam-beatmaker-cozy.yaml+software/ujam-instruments-beatmaker-cozy.yamlsoftware/ujam-beatmaker-gloom.yaml+software/ujam-instruments-beatmaker-gloom.yamlsoftware/ujam-beatmaker-glory.yaml+software/ujam-instruments-beatmaker-glory.yamlsoftware/ujam-beatmaker-hype.yaml+software/ujam-instruments-beatmaker-hype.yamlsoftware/ujam-beatmaker-idol.yaml+software/ujam-instruments-beatmaker-idol.yamlsoftware/ujam-beatmaker-kandy.yaml+software/ujam-instruments-beatmaker-kandy.yamlsoftware/ujam-beatmaker-nemesis.yaml+software/ujam-instruments-beatmaker-nemesis.yamlsoftware/ujam-beatmaker-vice.yaml+software/ujam-instruments-beatmaker-vice.yamlsoftware/ujam-beatmaker-void.yaml+software/ujam-instruments-beatmaker-void.yamlsoftware/w-a-production-babylon-2.yaml+software/wa-production-babylon-2.yamlsoftware/w-a-production-bassshaper.yaml+software/wa-production-bassshaper.yamlhardware/dbx-driverack-pa-plus.yaml+hardware/dbx-driverack-pa.yamlhardware/denon-dj-prime-4-plus.yaml+hardware/denon-dj-prime-4.yamlhardware/denon-dj-prime-go-plus.yaml+hardware/denon-dj-prime-go.yamlhardware/dw-drums-drktp04aa-4-piece-performance-series-kit.yaml+hardware/dw-drums-drktp04az-4-piece-performance-series-kit.yamlhardware/dw-drums-drvd6514-satin-black-over-brass-snare-6-5x14.yaml+hardware/dw-drums-drvd6514svdbk-satin-black-over-brass-snare-6-5x14.yamlhardware/elektron-machinedrum-sps-1uw-mkii.yaml+hardware/elektron-machinedrum-sps-1uw-plus-mkii.yamlhardware/fostex-t50rpmk4g-2.yaml+hardware/fostex-t50rpmk4g.yamlhardware/mackie-big-knob-studio-plus.yaml+hardware/mackie-big-knob-studio.yamlhardware/mackie-cr-buds-plus.yaml+hardware/mackie-cr-buds.yamlhardware/mackie-em-91cu.yaml+hardware/mackie-em91cuplus.yamlhardware/mackie-profx10v3.yaml+hardware/mackie-profx10v3plus.yamlhardware/mackie-profx12v3.yaml+hardware/mackie-profx12v3plus.yamlhardware/mackie-profx6v3.yaml+hardware/mackie-profx6v3plus.yamlhardware/numark-mixstream-pro-plus.yaml+hardware/numark-mixstream-pro.yamlhardware/taylor-t5z-pro-cayenne-red.yaml+hardware/taylor-t5z-pro-harbor-blue.yaml+hardware/taylor-t5z-pro-tobacco-sunburst.yamlBroken
compatibleWithreferences (1)Click to expand
software/getgood-drums-modern-massive.yamlAutomatically generated by the monthly dataset audit workflow.