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Skill File

Crop Price Validation

Trace crop price data end-to-end from raw provider to UI display, validating math, units, staleness, and error handling

Nelius920 starsMar 24, 2026

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Lab Tools

Skill Content

Crop Price Validation Skill

Goal

Verify the entire cash bid pipeline produces correct, fresh prices in the UI.

When to Use

After changing any pricing service
After adding a new crop or data source
During audit of price accuracy

Procedure

Inventory all price providers (scrapers, APIs, hardcoded defaults)
Map the transformation: raw → normalized → domain → API → UI
For each crop, verify:
- Symbol/ID mapping
- Currency and unit conversions ($/bu vs $/cwt)
- Benchmark comparison math
- Freight calculation from Campbell, MN
- Staleness labeling and cache TTL
- Error and empty states
Check for NaN guards on all math operations
Verify bid scraper parsing with test data
Create

Related Skills

Quick Install

Crop Price Validation

npx skillvault add Nelius92/nelius92-crop-intel-usa-agents-skills-crop-price-validation-skill-md

Download Skill Open repository

Author: Nelius92
stars: 0
Updated: Mar 24, 2026
Occupation

On this page

01Crop Price Validation Skill

docs/antigravity/crop-price-audit.md

Key Files

src/services/buyersService.ts — core pipeline
src/services/marketDataService.ts — benchmark defaults
src/services/usdaMarketService.ts — regional basis
src/services/railService.ts — freight
src/services/bnsfService.ts — BNSF tariff rates
apps/api/src/services/bid-scraper.ts — scraping

Artifacts

docs/antigravity/crop-price-audit.md

Definition of Done

End-to-end transformation map documented
Per-crop math verified
Risks ranked with evidence

02

Goal

07Definition of Done

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Crop Price Validation | Skills Pool