Clean up dataset audit (#365) + discontinued backlog (#362)#530
Conversation
Merge true-duplicate entries, fold Taylor T5z Pro colorways into variants, fix the audit name-normalizer so distinct +/plus SKUs stop false-colliding, and tag 48 confirmed-discontinued entries (14 Tier-1 auto + 34 reviewed Tier-2). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
🦋 Changeset detectedLatest commit: c2b80ae The changes in this PR will be included in the next version bump. This PR includes changesets to release 1 package
Not sure what this means? Click here to learn what changesets are. Click here if you're a maintainer who wants to add another changeset to this PR |
github-actions
Bot
added
software
|
No actionable comments were generated in the recent review. 🎉 ℹ️ Recent review info⚙️ Run configurationConfiguration used: Path: .coderabbit.yaml Review profile: CHILL Plan: Pro Plus Run ID: 📒 Files selected for processing (13)
✅ Files skipped from review due to trivial changes (1)
🚧 Files skipped from review as they are similar to previous changes (10)
WalkthroughThe dataset audit cleanup updates duplicate detection, consolidates duplicate product records, adds discontinued categories across catalog entries, removes obsolete records, and refreshes UJAM and WA Production metadata. ChangesDataset audit cleanup
Estimated code review effort: 4 (Complex) | ~45 minutes Possibly related PRs
🚥 Pre-merge checks | ✅ 4 | ❌ 1❌ Failed checks (1 warning)
✅ Passed checks (4 passed)
✨ Finishing Touches📝 Generate docstrings
🧪 Generate unit tests (beta)
Comment |
![coderabbitai[bot]](https://avatars.githubusercontent.com/in/347564?s=60&v=4){kind=small}
There was a problem hiding this comment.
Actionable comments posted: 5
Note
Due to the large number of review comments, Critical, Major severity comments were prioritized as inline comments.
🟡 Minor comments (16)
data/hardware/taylor-t5z-pro.yaml-21-21 (1)
21-21: 🗄️ Data Integrity & Integration | 🟡 Minor | ⚡ Quick winScope the finish claim to the applicable variants.
The details say the product is offered in “Shaded Edgeburst colorways,” but
Tobacco Sunburstis listed as a separate variant. Taylor distinguishes Cayenne Red and Harbor Blue as shaded-edgeburst finishes, while Tobacco Sunburst is a separate finish. (woodandsteel.taylorguitars.com)Use “a range of colorways” or scope the Shaded Edgeburst wording to the applicable variants.
Also applies to: 36-42
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/hardware/taylor-t5z-pro.yaml` at line 21, Update the product description near the finish details to avoid implying that Tobacco Sunburst is a Shaded Edgeburst finish; use the broader phrase “a range of colorways” or explicitly limit “Shaded Edgeburst” to the Cayenne Red and Harbor Blue variants.Source: Path instructions
data/hardware/jomox-xbase-999.yaml-9-12 (1)
9-12: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick winUse the required flow scalar format for
description.This field uses
>-, a folded block scalar. Repository guidelines require descriptions to use flow scalar formatting; reformat it as a wrapped plain scalar instead.Proposed fix
-description: >- - A nine-voice analog drum synthesizer from 2006 combining four discrete analog - circuits with five sample-based voices, a 64-pattern step sequencer, and a - rugged metal enclosure. +description: A nine-voice analog drum synthesizer from 2006 combining four discrete analog + circuits with five sample-based voices, a 64-pattern step sequencer, and a rugged metal + enclosure.🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/hardware/jomox-xbase-999.yaml` around lines 9 - 12, Reformat the description value in the YAML entry as a wrapped plain flow scalar, removing the folded block scalar marker and preserving the existing description text.Source: Coding guidelines
data/software/ujam-instruments-beatmaker-glory.yaml-39-40 (1)
39-40: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick winCorrect the OS compatibility wording.
macOS x 10.11is not standard product naming. Use the vendor’s exactOS X 10.11ormacOS 10.11wording.🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/ujam-instruments-beatmaker-glory.yaml` around lines 39 - 40, Update the macOS compatibility entry in the OS requirements list to use the standard vendor naming “OS X 10.11” or “macOS 10.11”, removing the incorrect “macOS x” wording.Source: Path instructions
data/software/ujam-instruments-beatmaker-circuits.yaml-27-29 (1)
27-29: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick winCorrect the details copy.
“all once” should be “all at once.” The phrase “set the control negative” is also grammatically incomplete.
As per path instructions, user-facing catalog text should be reviewed for data quality.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/ujam-instruments-beatmaker-circuits.yaml` around lines 27 - 29, Update the user-facing description near the catalog copy so “all once” reads “all at once” and revise “set the control negative” to a grammatically complete phrase while preserving the intended meaning.Source: Path instructions
data/software/wa-production-bassshaper.yaml-37-40 (1)
37-40: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick winFix the brand and A/B wording.
Use
BassShaperto match the product name andA/B comparisoninstead ofab comparison.As per path instructions, user-facing catalog text should be reviewed for data quality.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/wa-production-bassshaper.yaml` around lines 37 - 40, Update the user-facing catalog description for the Bassshaper entry to use the exact product name “BassShaper” and replace “ab comparison” with “A/B comparison,” preserving the rest of the description unchanged.Source: Path instructions
data/software/ujam-instruments-beatmaker-cozy.yaml-29-32 (1)
29-32: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick winFix the nostalgia-control description.
“moving a one dial” should be “moving one dial” or “moving a single dial.”
As per path instructions, user-facing catalog text should be reviewed for data quality.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/ujam-instruments-beatmaker-cozy.yaml` around lines 29 - 32, Update the nostalgia-control description text to replace the ungrammatical phrase “moving a one dial” with “moving one dial” or “moving a single dial,” preserving the rest of the user-facing catalog copy.Source: Path instructions
data/software/ujam-instruments-beatmaker-glory.yaml-19-20 (1)
19-20: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick winFix the manufacturer name in the details text.
“ujams beatmaker series” should be “UJAM’s Beatmaker series.”
As per path instructions, user-facing catalog text should be reviewed for data quality.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/ujam-instruments-beatmaker-glory.yaml` around lines 19 - 20, Update the user-facing details text near “Glory” to replace “ujams beatmaker series” with the correctly styled “UJAM’s Beatmaker series,” preserving the rest of the description unchanged.Source: Path instructions
data/software/ujam-instruments-beatmaker-nemesis.yaml-8-9 (1)
8-9: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick winProofread the NEMESIS marketing copy.
The description is missing punctuation in
Charge ahead put on, anddj rusheris inconsistently capitalized. Restore polished source copy.As per path instructions, this is user-facing catalog data and should be proofread.
Also applies to: 23-25
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/ujam-instruments-beatmaker-nemesis.yaml` around lines 8 - 9, Proofread the NEMESIS catalog description: add the missing punctuation between “Charge ahead” and “put on,” and consistently capitalize “DJ Rusher” in the referenced marketing copy while preserving the intended wording.Source: Path instructions
data/software/ujam-instruments-beatmaker-idol.yaml-42-43 (1)
42-43: 🎯 Functional Correctness | 🟡 Minor | ⚡ Quick winRemove the
xtypo from the macOS requirement.
macOS x 10.14is not a valid OS label; usemacOS 10.14if this legacy requirement is intentionally retained.As per path instructions, system-requirement text must be accurate.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/ujam-instruments-beatmaker-idol.yaml` around lines 42 - 43, Update the macOS system requirement entry in the software requirements list by removing the stray “x” between “macOS” and “10.14”, preserving the stated legacy version requirement.Source: Path instructions
data/software/ujam-instruments-beatmaker-kandy.yaml-21-28 (1)
21-28: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick winProofread the rewritten KANDY copy.
ujamsis missing an apostrophe, andmake uhm actually leave an impressioncontains a corrupted word or phrase. Restore the intended source wording.As per path instructions, this is user-facing catalog data and should be proofread.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/ujam-instruments-beatmaker-kandy.yaml` around lines 21 - 28, Proofread the user-facing description in the Kandy catalog entry: correct “ujams” to the possessive form and replace the corrupted “make uhm actually leave an impression” wording with the intended source phrase, preserving the surrounding marketing copy.Source: Path instructions
data/software/ujam-instruments-beatmaker-hype.yaml-8-9 (1)
8-9: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick winRepair the corrupted marketing copy.
The text contains concatenations such as
getnothing,lessmaking,dropso,perfectionall,loops"but, anddelayperfect; the description is also incomplete. Restore the source wording before publishing.As per path instructions, this is user-facing catalog data and should be proofread.
Also applies to: 17-21, 23-35
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/ujam-instruments-beatmaker-hype.yaml` around lines 8 - 9, Correct the user-facing marketing copy in the YAML description, including the lines covered by the comment, by restoring the original wording and separating corrupted concatenated words such as “get nothing,” “less making,” “drops,” “perfection,” “loops,” and “delay perfect.” Complete the description while preserving valid YAML formatting and the intended product messaging.Source: Path instructions
data/software/ujam-instruments-beatmaker-vice.yaml-14-18 (1)
14-18: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick winNormalize the brand names in the VICE copy.
linnandsimmonsshould be capitalized as proper names:LinnandSimmons. (ujam.com)As per path instructions, user-facing catalog text should be polished.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/ujam-instruments-beatmaker-vice.yaml` around lines 14 - 18, Update the user-facing description for Beatmaker Vice to capitalize the brand names “linn” and “simmons” as “Linn” and “Simmons,” while preserving the rest of the catalog copy.Sources: Path instructions, MCP tools
data/software/ujam-instruments-beatmaker-idol.yaml-8-9 (1)
8-9: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick winFix the malformed description and details text.
The description is a concatenation of fragments, and the details repeat awkward lowercase/copy artifacts such as
koreanandidol. This should be restored from the authoritative source copy.As per path instructions, this is user-facing catalog data and should be proofread.
Also applies to: 11-13, 20-23
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/ujam-instruments-beatmaker-idol.yaml` around lines 8 - 9, Restore the user-facing description and details fields in the catalog entry to the authoritative source copy, replacing the concatenated fragments and awkward repeated lowercase/copy artifacts such as “korean” and “idol.” Proofread all affected text blocks, including the ranges around lines 11–13 and 20–23, while preserving the YAML structure and intended catalog content.Source: Path instructions
data/software/ujam-instruments-beatmaker-vice.yaml-26-30 (1)
26-30: 🗄️ Data Integrity & Integration | 🟡 Minor | ⚡ Quick winReplace the 1,000-pattern claim with 460 patterns.
Lines 26-30 and 57-58 still overstate the library; use the 460-pattern count instead.🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/ujam-instruments-beatmaker-vice.yaml` around lines 26 - 30, Update the UJAM Vice description to replace the overclaimed “over 1000 patterns” wording with the accurate 460-pattern count, and apply the same correction to the matching claim near the later pattern-count entry.Sources: Path instructions, MCP tools
data/software/ujam-instruments-beatmaker-void.yaml-50-52 (1)
50-52: 🗄️ Data Integrity & Integration | 🟡 Minor | ⚡ Quick winUpdate VOID pricing.
119 USDdoesn’t match UJAM’s public pricing; the product page shows a49 USDpromo and69 USDregular price. Update the amount to match the catalog’s price convention, and addsource/asOfmetadata to the price entry.🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/ujam-instruments-beatmaker-void.yaml` around lines 50 - 52, Update the VOID price entry under prices to use the catalog’s 69 USD regular price, and add source and asOf metadata consistent with the repository’s pricing convention.Sources: Path instructions, MCP tools
data/software/ujam-instruments-beatmaker-vice.yaml-68-70 (1)
68-70: 🗄️ Data Integrity & Integration | 🟡 Minor | ⚡ Quick winUpdate VICE pricing.
69 USDis out of sync with UJAM’s current49 USDprice. If this is meant to capture MSRP or a historical price, label it explicitly.🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@data/software/ujam-instruments-beatmaker-vice.yaml` around lines 68 - 70, Update the prices entry for the VICE product to use the current 49 USD amount instead of 69 USD. If retaining 69 USD intentionally as MSRP or historical pricing, label that purpose explicitly using the configuration’s established pricing metadata.Sources: Path instructions, MCP tools
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In `@data/software/ujam-instruments-beatmaker-hype.yaml`:
- Around line 48-54: Update the system-requirements block for the UJAM Beatmaker
HYPE record to match the current requirements: Windows 10/11, macOS 12–26, 8 GB
RAM, and 0.96 GB disk space, while retaining the other applicable requirements.
Apply the same update consistently to other Beatmaker records with this stale
block, or move the older values into an explicit legacy-version entry.
In `@data/software/ujam-instruments-beatmaker-nemesis.yaml`:
- Around line 40-44: Update the NEMESIS entry’s specs metadata to reflect the
current product data: replace the outdated 30 styles count with 20 styles and
include the 460 MIDI loops detail. Preserve the existing formatting and move the
older count to a version/history field only if such a field already exists.
- Around line 58-60: Update the Beatmaker NEMESIS price entry under prices from
129 USD to 49 USD, and add source referencing the official UJAM page plus asOf
recording the verification date. Preserve the existing currency and YAML
structure.
In `@data/software/ujam-instruments-beatmaker-void.yaml`:
- Around line 38-49: Update the VOID product specifications in the listed
feature section to use the official values: replace “40-50 presets” with “50
presets,” replace “Notch filter sweep” with “Vortex,” add “460 patterns,” and
update the price from $119 to the current approximately $49 USD price.
In `@scripts/dataset-audit.ts`:
- Around line 146-153: Update the normalization logic in the dataset audit
name-processing expression to replace only a plus sign at the end of the name,
while continuing to remove other non-alphanumeric characters. Preserve existing
trailing-plus behavior and add regression coverage for both trailing and
internal plus signs to ensure duplicate-name bucketing remains correct.
---
Minor comments:
In `@data/hardware/jomox-xbase-999.yaml`:
- Around line 9-12: Reformat the description value in the YAML entry as a
wrapped plain flow scalar, removing the folded block scalar marker and
preserving the existing description text.
In `@data/hardware/taylor-t5z-pro.yaml`:
- Line 21: Update the product description near the finish details to avoid
implying that Tobacco Sunburst is a Shaded Edgeburst finish; use the broader
phrase “a range of colorways” or explicitly limit “Shaded Edgeburst” to the
Cayenne Red and Harbor Blue variants.
In `@data/software/ujam-instruments-beatmaker-circuits.yaml`:
- Around line 27-29: Update the user-facing description near the catalog copy so
“all once” reads “all at once” and revise “set the control negative” to a
grammatically complete phrase while preserving the intended meaning.
In `@data/software/ujam-instruments-beatmaker-cozy.yaml`:
- Around line 29-32: Update the nostalgia-control description text to replace
the ungrammatical phrase “moving a one dial” with “moving one dial” or “moving a
single dial,” preserving the rest of the user-facing catalog copy.
In `@data/software/ujam-instruments-beatmaker-glory.yaml`:
- Around line 39-40: Update the macOS compatibility entry in the OS requirements
list to use the standard vendor naming “OS X 10.11” or “macOS 10.11”, removing
the incorrect “macOS x” wording.
- Around line 19-20: Update the user-facing details text near “Glory” to replace
“ujams beatmaker series” with the correctly styled “UJAM’s Beatmaker series,”
preserving the rest of the description unchanged.
In `@data/software/ujam-instruments-beatmaker-hype.yaml`:
- Around line 8-9: Correct the user-facing marketing copy in the YAML
description, including the lines covered by the comment, by restoring the
original wording and separating corrupted concatenated words such as “get
nothing,” “less making,” “drops,” “perfection,” “loops,” and “delay perfect.”
Complete the description while preserving valid YAML formatting and the intended
product messaging.
In `@data/software/ujam-instruments-beatmaker-idol.yaml`:
- Around line 42-43: Update the macOS system requirement entry in the software
requirements list by removing the stray “x” between “macOS” and “10.14”,
preserving the stated legacy version requirement.
- Around line 8-9: Restore the user-facing description and details fields in the
catalog entry to the authoritative source copy, replacing the concatenated
fragments and awkward repeated lowercase/copy artifacts such as “korean” and
“idol.” Proofread all affected text blocks, including the ranges around lines
11–13 and 20–23, while preserving the YAML structure and intended catalog
content.
In `@data/software/ujam-instruments-beatmaker-kandy.yaml`:
- Around line 21-28: Proofread the user-facing description in the Kandy catalog
entry: correct “ujams” to the possessive form and replace the corrupted “make
uhm actually leave an impression” wording with the intended source phrase,
preserving the surrounding marketing copy.
In `@data/software/ujam-instruments-beatmaker-nemesis.yaml`:
- Around line 8-9: Proofread the NEMESIS catalog description: add the missing
punctuation between “Charge ahead” and “put on,” and consistently capitalize “DJ
Rusher” in the referenced marketing copy while preserving the intended wording.
In `@data/software/ujam-instruments-beatmaker-vice.yaml`:
- Around line 14-18: Update the user-facing description for Beatmaker Vice to
capitalize the brand names “linn” and “simmons” as “Linn” and “Simmons,” while
preserving the rest of the catalog copy.
- Around line 26-30: Update the UJAM Vice description to replace the overclaimed
“over 1000 patterns” wording with the accurate 460-pattern count, and apply the
same correction to the matching claim near the later pattern-count entry.
- Around line 68-70: Update the prices entry for the VICE product to use the
current 49 USD amount instead of 69 USD. If retaining 69 USD intentionally as
MSRP or historical pricing, label that purpose explicitly using the
configuration’s established pricing metadata.
In `@data/software/ujam-instruments-beatmaker-void.yaml`:
- Around line 50-52: Update the VOID price entry under prices to use the
catalog’s 69 USD regular price, and add source and asOf metadata consistent with
the repository’s pricing convention.
In `@data/software/wa-production-bassshaper.yaml`:
- Around line 37-40: Update the user-facing catalog description for the
Bassshaper entry to use the exact product name “BassShaper” and replace “ab
comparison” with “A/B comparison,” preserving the rest of the description
unchanged.
🪄 Autofix (Beta)
Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
- Create a new PR with the fixes
ℹ️ Review info
⚙️ Run configuration
Configuration used: Path: .coderabbit.yaml
Review profile: CHILL
Plan: Pro Plus
Run ID: 3723cec9-dcbe-4d40-86f5-3df5b8dc47b3
📒 Files selected for processing (81)
.changeset/dataset-audit-cleanup.mddata/content/drumforge-drumforge-djent-grooves-vol-1.yamldata/hardware/a-designs-reddi.yamldata/hardware/aguilar-tlc-bass-compressor.yamldata/hardware/alm-busy-circuits-sbg.yamldata/hardware/alm-busy-circuits-sid-guts.yamldata/hardware/amphion-argon3ls.yamldata/hardware/amphion-argon3s.yamldata/hardware/amphion-one18.yamldata/hardware/amphion-two18.yamldata/hardware/audeze-el-8-closed-back.yamldata/hardware/audeze-el-8-open-back.yamldata/hardware/audeze-el-8-titanium.yamldata/hardware/audeze-isine-10.yamldata/hardware/audeze-isine-20.yamldata/hardware/audeze-isine-lx.yamldata/hardware/audeze-lcd-2-closed-back.yamldata/hardware/audeze-lcd-4z.yamldata/hardware/audeze-lcd-i3.yamldata/hardware/audeze-lcd-i4.yamldata/hardware/audeze-lcd-r.yamldata/hardware/audeze-sine-dx.yamldata/hardware/audeze-the-king-mkii.yamldata/hardware/chase-bliss-billy-strings-wombtone.yamldata/hardware/dbx-1086.yamldata/hardware/dbx-140.yamldata/hardware/dbx-3031.yamldata/hardware/dbx-303c.yamldata/hardware/dbx-3215.yamldata/hardware/dbx-3231l.yamldata/hardware/dbx-363x.yamldata/hardware/dbx-563x.yamldata/hardware/dbx-566.yamldata/hardware/dbx-576.yamldata/hardware/dbx-driverack-pa.yamldata/hardware/dbx-quantum-ii.yamldata/hardware/dbx-sc-64.yamldata/hardware/dbx-sc-avb-card.yamldata/hardware/dbx-usb-to-serial-cable.yamldata/hardware/dw-drums-drktp04az-4-piece-performance-series-kit.yamldata/hardware/dw-drums-drvd6514svdbk-satin-black-over-brass-snare-6-5x14.yamldata/hardware/fostex-pm0-4c.yamldata/hardware/fostex-t50rpmk4g-plus.yamldata/hardware/jomox-xbase-999.yamldata/hardware/lexicon-pcm96.yamldata/hardware/midas-microphone-preamplifier-502.yamldata/hardware/numark-axis4.yamldata/hardware/taylor-t5z-pro-harbor-blue.yamldata/hardware/taylor-t5z-pro-tobacco-sunburst.yamldata/hardware/taylor-t5z-pro.yamldata/software/airwindows-average-2.yamldata/software/getgood-drums-p-iv-matt-halpern-signature-pack.yamldata/software/gforce-imposcar.yamldata/software/krotos-audio-concept-2.yamldata/software/krotos-audio-krotos-studio.yamldata/software/synchro-arts-vocal-production-bundle.yamldata/software/ujam-beatmaker-circuits.yamldata/software/ujam-beatmaker-cozy.yamldata/software/ujam-beatmaker-gloom.yamldata/software/ujam-beatmaker-glory.yamldata/software/ujam-beatmaker-hype.yamldata/software/ujam-beatmaker-idol.yamldata/software/ujam-beatmaker-kandy.yamldata/software/ujam-beatmaker-nemesis.yamldata/software/ujam-beatmaker-vice.yamldata/software/ujam-beatmaker-void.yamldata/software/ujam-instruments-beatmaker-circuits.yamldata/software/ujam-instruments-beatmaker-cozy.yamldata/software/ujam-instruments-beatmaker-gloom.yamldata/software/ujam-instruments-beatmaker-glory.yamldata/software/ujam-instruments-beatmaker-hype.yamldata/software/ujam-instruments-beatmaker-idol.yamldata/software/ujam-instruments-beatmaker-kandy.yamldata/software/ujam-instruments-beatmaker-nemesis.yamldata/software/ujam-instruments-beatmaker-vice.yamldata/software/ujam-instruments-beatmaker-void.yamldata/software/w-a-production-babylon-2.yamldata/software/w-a-production-bassshaper.yamldata/software/wa-production-babylon-2.yamldata/software/wa-production-bassshaper.yamlscripts/dataset-audit.ts
💤 Files with no reviewable changes (17)
- data/software/ujam-beatmaker-hype.yaml
- data/software/ujam-beatmaker-idol.yaml
- data/hardware/dw-drums-drvd6514svdbk-satin-black-over-brass-snare-6-5x14.yaml
- data/software/w-a-production-babylon-2.yaml
- data/software/airwindows-average-2.yaml
- data/software/ujam-beatmaker-vice.yaml
- data/hardware/dw-drums-drktp04az-4-piece-performance-series-kit.yaml
- data/software/ujam-beatmaker-cozy.yaml
- data/software/ujam-beatmaker-void.yaml
- data/software/ujam-beatmaker-kandy.yaml
- data/software/w-a-production-bassshaper.yaml
- data/hardware/taylor-t5z-pro-tobacco-sunburst.yaml
- data/hardware/taylor-t5z-pro-harbor-blue.yaml
- data/software/ujam-beatmaker-glory.yaml
- data/software/ujam-beatmaker-nemesis.yaml
- data/software/ujam-beatmaker-gloom.yaml
- data/software/ujam-beatmaker-circuits.yaml
| - 64-bit only | ||
| - 4 GB RAM minimum | ||
| - 0.16 GB disk space | ||
| - 1280x768px display minimum | ||
| - Internet connection required | ||
| - Windows 7 or later | ||
| - Os x 10.11 / macOS 10.12 or later |
There was a problem hiding this comment.
🗄️ Data Integrity & Integration | 🟠 Major | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
set -euo pipefail
printf '\n== Target file ==\n'
git ls-files 'data/software/ujam-instruments-beatmaker-hype.yaml' && sed -n '1,220p' data/software/ujam-instruments-beatmaker-hype.yaml | cat -n
printf '\n== Similar UJAM Beatmaker records ==\n'
git ls-files 'data/software/*beatmaker*.yaml' | sort
printf '\n== Search for the same legacy requirements ==\n'
rg -n -C 2 'Windows 7|OS X 10\.11|macOS 10\.12|4 GB RAM|0\.16 GB disk space|0\.96 GB disk space|Windows 10–11|macOS 12–26|8 GB RAM' data/softwareRepository: existential-engineering/catalog
Length of output: 50388
🏁 Script executed:
#!/bin/bash
set -euo pipefail
printf '\n== Target file (full with line numbers) ==\n'
sed -n '1,220p' data/software/ujam-instruments-beatmaker-hype.yaml | cat -n
printf '\n== Versions and specs in target/sibling files ==\n'
for f in \
data/software/ujam-instruments-beatmaker-hype.yaml \
data/software/ujam-instruments-beatmaker-nemesis.yaml \
data/software/ujam-beatmaker-dope-2.yaml \
data/software/ujam-beatmaker-hustle-2.yaml
do
printf '\n--- %s ---\n' "$f"
rg -n -C 2 '^(description:|specs:|versions:|- name:|releaseDate:|releaseDateYearOnly:|url:)' "$f"
doneRepository: existential-engineering/catalog
Length of output: 5134
🌐 Web query:
UJAM Beatmaker HYPE system requirements Windows 10 11 macOS 12 26 8 GB RAM 0.96 GB disk space
💡 Result:
The official system requirements for UJAM Beatmaker HYPE are as follows [1]: Operating Systems: Windows: Windows 10 or Windows 11 [1]. macOS: macOS Monterey (12) up to macOS Tahoe (26) [1]. Hardware Requirements: Memory: 8 GB of RAM [1]. Disk Space: 0.96 GB of free disk space [1]. These requirements align with the specifications provided by the manufacturer [1]. While some older third-party listings may cite lower specifications or broader OS compatibility ranges, the data provided above represents the current official requirements for the product [1]. Always ensure your system is 64-bit, as UJAM plug-ins are 64-bit only [2][3][4].
Citations:
- 1: https://www.ujam.com/beatmaker/hype/
- 2: https://www.pluginboutique.com/products/15020-Hype
- 3: https://pluginfox.com/products/ujam-beatmaker-hype
- 4: https://support.ujam.com/hc/en-us/articles/4406049747986-Compatibility-Product-Support
Update these system requirements or move them into a legacy version. The current UJAM Beatmaker HYPE page lists Windows 10/11, macOS 12–26, 8 GB RAM, and 0.96 GB disk space; this file still shows the older Windows 7 / OS X 10.11 / macOS 10.12 / 4 GB / 0.16 GB requirements. Several Beatmaker records carry the same stale block, so refresh them consistently or model the older requirements in a version entry.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In `@data/software/ujam-instruments-beatmaker-hype.yaml` around lines 48 - 54,
Update the system-requirements block for the UJAM Beatmaker HYPE record to match
the current requirements: Windows 10/11, macOS 12–26, 8 GB RAM, and 0.96 GB disk
space, while retaining the other applicable requirements. Apply the same update
consistently to other Beatmaker records with this stale block, or move the older
values into an explicit legacy-version entry.
Sources: Path instructions, MCP tools
| specs: |- | ||
| - 60 plug-in presets | ||
| - 10 drum kits | ||
| - 30 styles | ||
| - 12 mix presets |
There was a problem hiding this comment.
🗄️ Data Integrity & Integration | 🟠 Major | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
set -euo pipefail
# Inspect the target file and related nearby data/structure.
git ls-files data/software/ujam-instruments-beatmaker-nemesis.yaml
printf '\n--- file excerpt ---\n'
cat -n data/software/ujam-instruments-beatmaker-nemesis.yaml | sed -n '1,140p'
printf '\n--- similar UJAM entries ---\n'
rg -n "beatmaker.*nemesis|ujam" data/software -g '*.yaml' | sed -n '1,120p'Repository: existential-engineering/catalog
Length of output: 14438
🏁 Script executed:
#!/bin/bash
set -euo pipefail
# Check schema/validation-related hints for this entry type and any version data.
python3 - <<'PY'
from pathlib import Path
p = Path('data/software/ujam-instruments-beatmaker-nemesis.yaml')
text = p.read_text()
for i, line in enumerate(text.splitlines(), 1):
if any(k in line for k in ['specs:', 'description:', 'details:', 'prices:', 'versions:', 'url:', 'links:']):
print(f"{i}: {line}")
PYRepository: existential-engineering/catalog
Length of output: 332
🌐 Web query:
UJAM Beatmaker NEMESIS 20 styles 460 MIDI loops site:ujam.com/beatmaker/nemesis
💡 Result:
UJAM Beatmaker NEMESIS is a virtual instrument plug-in designed for creating high-energy, dark, and gritty beats suitable for genres such as cyberpunk, industrial, and dystopian trap [1]. Its core library features 20 distinct styles and 460 MIDI loops [1]. Additionally, the plug-in includes 10 drum kits, a "Hypercharge" special control for sound shaping, and supports MIDI drag-and-drop functionality with a resizable user interface [1].
Citations:
🌐 Web query:
UJAM Beatmaker NEMESIS "30 styles" "20 styles" "460 MIDI loops"
💡 Result:
UJAM Beatmaker NEMESIS is a virtual drum machine designed for cyberpunk and futuristic music production [1][2]. Official product specifications and consistent retail data confirm that it includes 20 styles and 460 MIDI loops [3][2][4]. While some secondary retailers have occasionally listed the product with 30 styles [5][6], the manufacturer and primary technical specifications state there are 20 styles, which comprise the 460 MIDI patterns [2][7][6]. The plugin also features 10 interchangeable drum kits [8][3].
Citations:
- 1: https://www.youtube.com/watch?v=FzY6mvvmbOY
- 2: https://www.ujam.com/ja/beatmaker/nemesis/
- 3: https://musictech.com/products/ujam-beatmaker-nemesis-plugin/
- 4: https://www.sweetwater.com/ujam-beatmaker/series
- 5: https://www.gear4music.com/us/en/Recording-and-Computers/UJAM-Beatmaker-Nemesis/4TNU
- 6: https://www.bhphotovideo.com/c/buy/Shop-by-Brand-Ujam/ci/4/phd/7805/N/4294255798/pn/2
- 7: https://www.sweetwater.com/c696--UJAM--Software_and_Plugins
- 8: https://www.sweetwater.com/store/detail/BMNemesis--ujam-nemesis
Reconcile NEMESIS’s styles count with the current product data.
The specs list 30 styles, but the product page shows 20 styles and 460 MIDI loops. Update this entry to match the current metadata, or move the older count into a version/history entry if that’s meant to be preserved.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In `@data/software/ujam-instruments-beatmaker-nemesis.yaml` around lines 40 - 44,
Update the NEMESIS entry’s specs metadata to reflect the current product data:
replace the outdated 30 styles count with 20 styles and include the 460 MIDI
loops detail. Preserve the existing formatting and move the older count to a
version/history field only if such a field already exists.
Sources: Path instructions, MCP tools
| prices: | ||
| - amount: 129 | ||
| currency: USD |
There was a problem hiding this comment.
🗄️ Data Integrity & Integration | 🟠 Major | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
set -euo pipefail
printf '\n== target file ==\n'
git ls-files 'data/software/ujam-instruments-beatmaker-nemesis.yaml'
wc -l data/software/ujam-instruments-beatmaker-nemesis.yaml
sed -n '1,140p' data/software/ujam-instruments-beatmaker-nemesis.yaml
printf '\n== price-related schema/docs/search ==\n'
rg -n --no-heading -S 'prices:|amount:|currency:|MSRP|list price|sale price|current price|price field' data schema CLAUDE.md README.md
printf '\n== nearby software examples with prices ==\n'
rg -n --no-heading -S '^prices:|^\s*- amount:|^\s*currency:' data/software | head -n 80Repository: existential-engineering/catalog
Length of output: 50388
🏁 Script executed:
#!/bin/bash
set -euo pipefail
echo '== target entry =='
sed -n '1,140p' data/software/ujam-instruments-beatmaker-nemesis.yaml
echo
echo '== other UJAM software entries with prices =='
rg -n -A4 -B2 'ujam|prices:' data/software | sed -n '1,220p'
echo
echo '== price field patterns in software entries =='
python3 - <<'PY'
from pathlib import Path
import re
for path in sorted(Path("data/software").glob("*.yaml")):
text = path.read_text(encoding="utf-8")
if "prices:" in text:
m = re.search(r"prices:\n(?:\s*-\s*amount:\s*[^\n]+\n\s*currency:\s*[^\n]+\n?)+", text)
if m:
block = m.group(0).strip().replace("\n", " | ")
print(f"{path}: {block}")
PYRepository: existential-engineering/catalog
Length of output: 50388
🏁 Script executed:
#!/bin/bash
set -euo pipefail
echo '== target entry =='
sed -n '1,120p' data/software/ujam-instruments-beatmaker-nemesis.yaml
echo
echo '== all UJAM software files =='
fd -a -t f '^ujam.*\.yaml$' data/software
echo
echo '== UJAM entries with prices =='
python3 - <<'PY'
from pathlib import Path
import yaml
for path in sorted(Path("data/software").glob("ujam*.yaml")):
data = yaml.safe_load(path.read_text(encoding="utf-8"))
prices = data.get("prices")
if prices:
print(path)
print(prices)
PYRepository: existential-engineering/catalog
Length of output: 15297
🏁 Script executed:
#!/bin/bash
set -euo pipefail
echo '== price schema definitions =='
rg -n -S 'prices|amount|currency|source|url|verification' schema data | sed -n '1,220p'
echo
echo '== candidate schemas for software entries =='
fd -a -t f 'software*.yaml|*.schema.yaml|*.json' schema data | sed -n '1,200p'
echo
echo '== UJAM entries with price blocks and any related metadata fields =='
python3 - <<'PY'
from pathlib import Path
import yaml
for path in sorted(Path("data/software").glob("ujam*.yaml")):
data = yaml.safe_load(path.read_text(encoding="utf-8"))
if "prices" in data:
print(path)
print("keys:", list(data.keys()))
print("prices:", data["prices"])
extra = [k for k in data.keys() if "price" in k.lower() or "source" in k.lower() or "verif" in k.lower()]
if extra:
print("extra price/source-like keys:", extra)
print()
PYRepository: existential-engineering/catalog
Length of output: 16238
🏁 Script executed:
#!/bin/bash
set -euo pipefail
echo '== software price schema excerpt =='
sed -n '1918,2115p' schema/json/software.json
echo
echo '== examples with price metadata =='
python3 - <<'PY'
from pathlib import Path
import yaml
count = 0
for path in sorted(Path("data/software").glob("*.yaml")):
data = yaml.safe_load(path.read_text(encoding="utf-8"))
for price in data.get("prices", []) or []:
if any(k in price for k in ("source", "url")):
print(path)
print(price)
print()
count += 1
if count >= 10:
raise SystemExit
PYRepository: existential-engineering/catalog
Length of output: 5697
🏁 Script executed:
#!/bin/bash
set -euo pipefail
echo '== prices entries with source/asOf in software =='
python3 - <<'PY'
from pathlib import Path
import yaml
found = 0
for path in sorted(Path("data/software").glob("*.yaml")):
data = yaml.safe_load(path.read_text(encoding="utf-8"))
for price in data.get("prices", []) or []:
if "source" in price or "asOf" in price:
print(path)
print(price)
print()
found += 1
if not found:
print("NONE")
PYRepository: existential-engineering/catalog
Length of output: 224
Update the Beatmaker NEMESIS price. 129 USD is stale; the official UJAM page shows $49. Change the amount to the current price and add source and asOf on the price entry.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In `@data/software/ujam-instruments-beatmaker-nemesis.yaml` around lines 58 - 60,
Update the Beatmaker NEMESIS price entry under prices from 129 USD to 49 USD,
and add source referencing the official UJAM page plus asOf recording the
verification date. Preserve the existing currency and YAML structure.
Sources: Path instructions, MCP tools
| - 10 kits | ||
| - 12 mix presets | ||
| - 20 styles | ||
| - 40-50 presets | ||
| - Notch filter sweep | ||
| - Compression | ||
| - Saturation | ||
| - Ambience | ||
| - DAW tempo sync | ||
| - Individual drum hit triggering | ||
| - Breakbeat creation | ||
| - Dnb (drum and bass) production |
There was a problem hiding this comment.
🗄️ Data Integrity & Integration | 🟠 Major | ⚡ Quick win
🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
set -euo pipefail
echo "== data/software/ujam-instruments-beatmaker-void.yaml =="
cat -n data/software/ujam-instruments-beatmaker-void.yaml | sed -n '1,140p'
echo
echo "== nearby similar files/search =="
rg -n "Beatmaker Void|Vortex|40-50 presets|50 presets|10 kits|20 styles|460 patterns|Notch filter sweep|price" data/software data -g '*.yaml' -g '*.yml' | sed -n '1,200p'Repository: existential-engineering/catalog
Length of output: 16210
🌐 Web query:
UJAM Beatmaker VOID official specs 50 presets Vortex price
💡 Result:
UJAM Beatmaker VOID is a virtual drum instrument designed for drum and bass production [1][2]. Its official specifications include: - Presets and Styles: It features 50 presets and 20 performance styles [1][3][4]. - Patterns: It includes 460 patterns, categorized into intro, verse, chorus, fill, and ending sections [1][5][4]. - Kits and Mixes: It comes with 10 drum kits and 12 mix presets [1][6][4]. - Vortex Function: The Vortex is a proprietary feature that combines a notch filter sweep with pumping compression, designed to create cinematic risers and drops using a single dial [1][7][2]. As of July 2026, UJAM Beatmaker VOID is typically priced at $49.00 USD at major retailers like Plugin Boutique [6], though prices can fluctuate based on promotions and bundles.
Citations:
- 1: https://www.ujam.com/blog/press-release-beatmaker-void/
- 2: https://www.gear4music.com/Recording-and-Computers/UJAM-Beatmaker-Void/4TNL
- 3: https://www.production-expert.com/production-expert-1/2020/2/20/ujam-beatmaker-void-a-first-look-at-new-drum-and-bass-instrument
- 4: https://www.lootaudio.com/category/plugins/ujam/beatmaker-void
- 5: https://www.sweetwater.com/store/detail/BMVoid--ujam-void
- 6: https://www.pluginboutique.com/product/1-Instruments/7-Drum-Machine/15032-Void
- 7: https://www.bhphotovideo.com/c/product/1750246-REG/ujam_bm_void_void_drum_bass.html
🏁 Script executed:
#!/bin/bash
set -euo pipefail
echo "== UJAM software entries with prices =="
rg -n "^name: Beatmaker|^name: .*UJAM|^prices:|currency: USD|amount:" data/software/ujam-*.yaml data/software/*ujam*.yaml data/software/*.yaml | sed -n '1,220p'Repository: existential-engineering/catalog
Length of output: 13094
🏁 Script executed:
#!/bin/bash
set -euo pipefail
for f in \
data/software/ujam-instruments-finisher-micro.yaml \
data/software/ujam-instruments-finisher-voodoo.yaml \
data/software/ujam-instruments-virtual-bassist-rowdy-2.yaml \
data/software/ujam-instruments-beatmaker-void.yaml
do
echo "== $f =="
cat -n "$f" | sed -n '1,120p'
echo
doneRepository: existential-engineering/catalog
Length of output: 5549
Use the official VOID specs and current price. 40-50 presets should be 50 presets, the control should be Vortex (UJAM’s notch-filter/compression macro), and 460 patterns is missing. The $119 price looks stale; current UJAM/retail pricing is about $49 USD.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In `@data/software/ujam-instruments-beatmaker-void.yaml` around lines 38 - 49,
Update the VOID product specifications in the listed feature section to use the
official values: replace “40-50 presets” with “50 presets,” replace “Notch
filter sweep” with “Vortex,” add “460 patterns,” and update the price from $119
to the current approximately $49 USD price.
Sources: Path instructions, MCP tools
| return ( | ||
| name | ||
| .toLowerCase() | ||
| // A trailing "+" marks a distinct SKU (ProFX10v3 vs ProFX10v3+, Prime 4 | ||
| // vs Prime 4+), so preserve it as a "plus" token instead of stripping it. | ||
| .replace(/\+/g, "plus") | ||
| .replace(/[^a-z0-9]+/g, "") | ||
| ); |
There was a problem hiding this comment.
🎯 Functional Correctness | 🟠 Major | ⚡ Quick win
Only preserve a trailing +.
The implementation replaces every plus sign, although the documented behavior is limited to trailing SKU suffixes. Internal plus signs can therefore alter duplicate-name bucketing and cause findings to be missed or changed unexpectedly.
Suggested fix
- .replace(/\+/g, "plus")
+ .replace(/\+\s*$/, "plus")Add regression coverage for both trailing and internal plus signs.
📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| return ( | |
| name | |
| .toLowerCase() | |
| // A trailing "+" marks a distinct SKU (ProFX10v3 vs ProFX10v3+, Prime 4 | |
| // vs Prime 4+), so preserve it as a "plus" token instead of stripping it. | |
| .replace(/\+/g, "plus") | |
| .replace(/[^a-z0-9]+/g, "") | |
| ); | |
| return ( | |
| name | |
| .toLowerCase() | |
| // A trailing "+" marks a distinct SKU (ProFX10v3 vs ProFX10v3+, Prime 4 | |
| // vs Prime 4+), so preserve it as a "plus" token instead of stripping it. | |
| .replace(/\+\s*$/, "plus") | |
| .replace(/[^a-z0-9]+/g, "") | |
| ); |
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In `@scripts/dataset-audit.ts` around lines 146 - 153, Update the normalization
logic in the dataset audit name-processing expression to replace only a plus
sign at the end of the name, while continuing to remove other non-alphanumeric
characters. Preserve existing trailing-plus behavior and add regression coverage
for both trailing and internal plus signs to ensure duplicate-name bucketing
remains correct.
- Fix verified typos in merged uJAM/WA entries: proper nouns (Linn, Simmons, DJ Rusher, UJAM's), OS naming (OS X / macOS), HYPE's corrupted concatenations, and BassShaper / A/B comparison. - Correct Taylor T5z Pro copy (Tobacco Sunburst is not a Shaded Edgeburst). - Reflow jomox Xbase 999 description as a plain flow scalar. - Export normalizeName + add regression tests. Kept the global "+"->"plus" replacement: a trailing-only rule regressed Vision+ Console and SPS-1UW+ MKII (internal "+"), which must stay distinct from their base models. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
1 participant
Resolves the actionable findings from the monthly Dataset Audit (#365) and Discontinued Tagging Backlog (#362).
Fixes #365
Fixes #362
#365 — Duplicate-name groups (28 → 1)
True duplicates merged (kept the richer entry on the canonical manufacturer-slug filename, pulled
formats/categoriesfrom the thin twin, deleted the redundant file — no inboundsupersedesreferences were affected):ujam-beatmaker-*→ujam-instruments-beatmaker-*w-a-production-*→wa-production-*Cosmetic variants folded: the three Taylor T5z Pro colorways (Cayenne Red / Harbor Blue / Tobacco Sunburst) → one entry with a
variantsarray.Root-cause fix: the audit's
normalizeNamestripped+, so everyProFX10v3/ProFX10v3+-style pair false-collided. It now treats a trailing+as a significantplustoken, clearing ~12 false-positive groups (dbx DriveRack PA/PA+, Denon Prime 4/4+ & GO/GO+, Mackie ProFX6/10/12 v3/v3+, Big Knob Studio/Studio+, CR-Buds/CR-Buds+, EM-91CU/EM-91CU+, Numark Mixstream Pro/Pro+, Elektron Machinedrum SPS-1UW MKII/1UW+ MKII). These were already correctly modeled as distinct entries (most linked viasupersedes). Also renamedfostex-t50rpmk4g-2→fostex-t50rpmk4g-plusto match its actual name (T50RPmk4g+).Remaining (intentional): 1 group — Bastl CIAO / CIAO!! — is a genuine distinct pair (CIAO is discontinued, CIAO!!
supersedesit); the!!gets stripped by the normalizer. Left as-is since the data is already correct.Broken
compatibleWith: 0 (the one in the report was already fixed onmain).#362 — Discontinued backlog
pnpm discontinued:apply— superseded entries missing thediscontinuedcategory.verification.status), Numark Axis 4, Chase Bliss Wombtone, Fostex PM0.4c, Jomox XBase 999.dubreq-ltd-stylophone-s2— its "discontinued in 1975" refers to the original Stylophone; the S2 is a current product.Validation
pnpm validatepasses (exit 0); the post-change dataset audit and discontinued report are clean apart from the two documented intentional residuals.🤖 Generated with Claude Code
Summary by CodeRabbit
Data Improvements
Bug Fixes