Shipping Carrier Analysis (Enhanced)
Analyzes shipping data with intelligent preprocessing to handle raw, unstructured data from various sources. Automatically detects, maps, and cleans data before creating comprehensive carrier dashboards with volume breakdown, cost analysis, pivot tables, and cost-saving opportunities.
npx skills add majiayu000/claude-skill-registry --skill shipping-carrier-analysis --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Shipping Carrier Analysis Skill v2.0 (Enhanced) ## New Features in v2.0 - ✅ Flexible column detection and mapping - ✅ Data validation and quality checks - ✅ Automatic data cleaning and normalization - ✅ Support for multiple data export formats - ✅ User prompts for missing/ambiguous data --- ## Execution Steps ### Step 0: Data Validation and Preparation (NEW) #### 0.1 Column Detection & Mapping Intelligently identify columns using fuzzy matching: **Carrier Column** - Look for: - Exact: `Carrier`, `carrier` - Variations: `Shipper`, `Shipping Carrier`, `Carrier Name`, `Service Provider`, `Ship Via` **Shipping Method Column** - Look for: - Exact: `Shipping Method`, `Method` - Variations: `Service`, `Service Level`, `Ship Method`, `Delivery Method`, `Ship Type` **Cost Column** - Look for: - Exact: `Label Cost`, `Total Cost`, `Cost` - Variations: `Shipping Cost`, `Ship Cost`, `Price`, `Amount`, `Charge`, `Rate` **Quantity Column** - Look for: - Exact: `Quantity shipped`, `Units Shipped`, `Quantity` - Variations: `Qty`, `Units`, `Pieces`, `Items`, `Count` **Weight Column** - Look for: - Exact: `Weight (lb)`, `Total Weight`, `Weight` - Variations: `Wt`, `Weight in lbs`, `Package Weight`,
- New Features in v2.0
- Execution Steps
- Step 0: Data Validation and Preparation (NEW)
- Step 1: Identify Data (Updated)
- Step 2: Create Carrier-Analysis Sheet
- Step 3: Create Carrier-Pivot Sheet
- Step 4: Create Dashboard (First Sheet)
- Enhanced Expected Data Formats
- Format 1: Well-Structured (Original)
- Format 2: Messy Export (NEW Support)
- Format 3: Partial Data (NEW Support)
- User Interaction Examples
- Example 1: Missing Column
- Example 2: Data Quality Issues
What does the Shipping Carrier Analysis (Enhanced) skill do?
Analyzes shipping data with intelligent preprocessing to handle raw, unstructured data from various sources. Automatically detects, maps, and cleans data before creating comprehensive carrier dashboards with volume breakdown, cost analysis, pivot tables, and cost-saving opportunities.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill shipping-carrier-analysis --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.