Data Pipeline Auditor
- 37 installs
- 1 repo stars
- Updated July 31, 2026
- jurgendn/agent-skills
Helps with security tasks.
About
data-pipeline-auditor is a Claude Code skill for security. It helps solo builders move faster with AI-assisted development.
- data-pipeline-auditor
- Security
- AI-coding skill
Data Pipeline Auditor by the numbers
- 37 all-time installs (skills.sh)
- Ranked #1,452 of 2,203 Security skills by installs in the Skillselion catalog
- Data as of Aug 2, 2026 (Skillselion catalog sync)
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| Installs | 37 |
|---|---|
| repo stars | ★ 1 |
| Last updated | July 31, 2026 |
| Repository | jurgendn/agent-skills ↗ |
What it does
Helps with security tasks.
Files
Data Pipeline Auditor
Assume the data pipeline can break the result.
Workflow
1. Inspect dataset creation and splits. 2. Check leakage, duplicates, and contamination. 3. Verify label semantics and preprocessing. 4. Examine augmentation and sampling effects. 5. Identify likely train-test mismatch. 6. Recommend targeted fixes or diagnostics.
Rules
- Suspicious gains deserve extra leakage checks.
- Data bugs count as findings.
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