hs-risk
Data-only HS risk scoring (format/missing/haz/oog flags) with markdown report
When & Why to Use This Skill
The hs-risk skill automates the assessment of Harmonized System (HS) data risks by identifying formatting errors, missing values, and hazardous or out-of-gauge (OOG) flags. It streamlines logistics compliance by generating structured markdown reports that include risk tiering, ranked tables, and actionable insights based on raw CSV data.
Use Cases
- Logistics Compliance Auditing: Automatically scan shipping manifests to identify high-risk items and ensure HS codes meet regulatory formatting standards before customs submission.
- Supply Chain Data Validation: Use the skill to detect missing columns or incorrect data entries in product databases, ensuring that hazardous material flags are correctly assigned.
- Automated Risk Reporting: Generate professional markdown reports for stakeholders that summarize inventory risks by tier, providing a ranked list of items that require immediate manual intervention.
| name | hs-risk |
|---|---|
| description | Data-only HS risk scoring (format/missing/haz/oog flags) with markdown report |
Instructions:
- Input: data/items.csv (use data/templates/items.template.csv)
- Run: powershell -ExecutionPolicy Bypass -File .codex/skills/hs-risk/scripts/run.ps1
- Output: reports/hs_risk.md
- Fail-safe: if inputs/columns missing, output only the '以묐떒' table. Evidence Required:
- Report must include counts by tier and a ranked table with reasons.