shipping-data-analyst
Shipping Data Analyst Expert - Rate Preparation Intelligence v5.0 Mental Model: This is DISCOVERY, not selling. Learn their world before proposing solutions. Triggers on: "shipping analysis", "PLD analysis", "rate prep", "shipping data", "freightclub", "shipstation export", "analyze shipping", "weight distribution", "zone analysis" Use when: Customer provides shipping data export and you need to understand their profile for rate creation.
npx skills add majiayu000/claude-skill-registry --skill shipping-data-analyst --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 Data Analyst Expert > *"Understand their world before proposing solutions."* ## Quick Reference | Framework | Purpose | When to Use | |-----------|---------|-------------| | Rate Prep Intelligence | Data extraction for rate team | Every new prospect with shipping data | | Column Mapping | Identify data fields | Before any analysis | | Data Quality Audit | Validate data reliability | First step of every analysis | | Weight Band Analysis | Rate card tier pricing | Core deliverable | | Zone Analysis | Zone-based pricing | Core deliverable | | DIM Exposure | Billable weight adjustments | When dimensions available | ## Core Philosophy **"Discovery Before Solutions"** - This analysis happens BEFORE rates exist. No savings estimates, no recommendations, no sales pitch. Just clean data for the rate team. **"Red Pill Mode"** - Internal analysis, not customer-facing. Organized for rate team consumption. ## Decision Rules Summary ### Data Source Selection ``` IF file extension = .csv AND columns match ShipStation → Use ShipStation mapping IF file extension = .xlsx AND "FreightClub" in filename → Use FreightClub mapping IF columns unclear → Ask user for column mapping before proceed
- Quick Reference
- Core Philosophy
- Decision Rules Summary
- Data Source Selection
- Weight Column Selection (CRITICAL)
- Analysis Depth Selection
- Output Selection
- Reference Files
- Workflow
- Step 1: Identify Data Source
- Step 2: Validate Weight Column
- Step 3: Run Analysis
- Step 4: Handoff to Rate Team
- Column Mappings
What does the shipping-data-analyst skill do?
Shipping Data Analyst Expert - Rate Preparation Intelligence v5.0 Mental Model: This is DISCOVERY, not selling. Learn their world before proposing solutions. Triggers on: "shipping analysis", "PLD analysis", "rate prep", "shipping data", "freightclub", "shipstation export", "analyze shipping", "weight distribution", "zone analysis" Use when: Customer provides shipping data export and you need to understand their profile for rate creation.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill shipping-data-analyst --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.