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usda-wasde

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UpdatedMay 27, 2026 at 08:20

Fetch USDA WASDE data — production, supply, and demand forecasts for agricultural commodities via the FAS PSD API or historical WASDE reports (text, XML, CSV). Use this skill when the user asks about crop reports, commodity supply/demand, WASDE reports, or any agricultural data, even if they don't name USDA or WASDE directly.

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shanehull/dotfiles

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SKILL.md

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name	usda-wasde
description	Fetch USDA WASDE data — production, supply, and demand forecasts for agricultural commodities via the FAS PSD API or historical WASDE reports (text, XML, CSV). Use this skill when the user asks about crop reports, commodity supply/demand, WASDE reports, or any agricultural data, even if they don't name USDA or WASDE directly.
compatibility	Requires network access and a free USDA API key (https://api.data.gov/signup/) exported as USDA_FAS_API_KEY.
allowed-tools	bash

USDA WASDE Data

Access USDA World Agricultural Supply and Demand Estimates (WASDE) and Production, Supply & Distribution (PSD) data through two sources:

FAS PSD API — REST API at api.fas.usda.gov. Requires a free API key from api.data.gov/signup set as USDA_FAS_API_KEY in environment.
Historical WASDE reports — Monthly report snapshots in text, XML, or CSV format downloaded from usda.gov. No API key needed. Goes back to 2010.

Scripts

`wasde`

Download a WASDE report from usda.gov. No API key needed. Defaults to readable text format; pass --csv for legacy CSV or --xml for structured XML. Tries standard URL first, then v2--v9 revisions.

Usage:

scripts/wasde [--raw] [--csv|--xml] <year> <month>

Option	Description
`--raw`	Print full content
`--csv`	Legacy CSV format
`--xml`	Structured XML format
`-h`/`--help`	Show help

Examples:

# Preview the May 2026 WASDE report (text)
scripts/wasde 2026 05

# Full text output
scripts/wasde --raw 2026 05 > wasde-2026-05.txt

# XML format for parsing
scripts/wasde --xml --raw 2026 05

`psd-commodities`

List all PSD commodities with codes and descriptions. Requires USDA_FAS_API_KEY.

Usage:

scripts/psd-commodities

`psd-data`

Fetch PSD supply/demand data for a commodity and year. Requires USDA_FAS_API_KEY.

Usage:

scripts/psd-data [--country <code>|all] <commodityCode> <marketYear>

Option	Description
`--country <code>`	Country code (e.g. BR, AR, US) or "all".
	Default: world aggregate.
`-h/--help`	Show help

Examples:

# World corn supply/demand for 2026
scripts/psd-data 0440000 2026

# All countries, soybeans, 2025
scripts/psd-data --country all 2222000 2025

# Brazil corn, 2026
scripts/psd-data --country BR 0440000 2026

# US wheat, 2025
scripts/psd-data --country US 0410000 2025

`psd-request`

Generic PSD API request. Prepends base URL and auth header. Requires USDA_FAS_API_KEY.

Usage:

scripts/psd-request <path>

path is the endpoint path after /api/psd/ (e.g. commodities, countries, commodityAttributes).

Examples:

scripts/psd-request commodities
scripts/psd-request countries
scripts/psd-request regions
scripts/psd-request unitsOfMeasure
scripts/psd-request commodity/0440000/dataReleaseDates

Workflows

Get latest WASDE report

scripts/wasde --raw 2026 05

Explore available commodities

scripts/psd-commodities

Fetch world-level supply/demand for a commodity

scripts/psd-data 0440000 2026    # Corn
scripts/psd-data 2222000 2025    # Soybeans

Compare country-level data

scripts/psd-data --country BR 0440000 2026    # Brazil corn
scripts/psd-data --country US 0440000 2026    # US corn
scripts/psd-data --country AR 2222000 2025    # Argentina soybeans

List all countries for a commodity across all years

scripts/psd-data --country all 0410000 2025   # Wheat, all countries

Discover API metadata

scripts/psd-request commodities
scripts/psd-request countries
scripts/psd-request commodityAttributes
scripts/psd-request unitsOfMeasure

Gotchas

API key required for PSD — The PSD API returns 403 without USDA_FAS_API_KEY set. Get one free at https://api.data.gov/signup/.
PSD vs WASDE — The PSD API returns current (revised) data. WASDE reports are as-published snapshots (not revised).
CSV path may fail — The CSV lives on a different CDN path (sites/default/files/documents/) that can be slow or unreachable on some networks. Text and XML formats (on oce/commodity/wasde/) are preferred.
No WASDE report date filter — The PSD API doesn't allow filtering by WASDE report release date/month. Parameter is marketYear only.
Marketing years — Market years are numeric (e.g. 2026 for the 2025/2026 season). Use the later calendar year as the key.
Historical coverage — PSD API has data back to ~1960. WASDE reports go back to April 2010.

Reference

API Host

Base: https://api.fas.usda.gov/api/psd/
Host: api.fas.usda.gov
Auth: Header X-Api-Key (free from https://api.data.gov/signup/)

Key Commodity Codes

Code	Commodity
0440000	Corn
0410000	Wheat
2222000	Soybeans
2224000	Soybean Meal
2226000	Soybean Oil
0422110	Rice, Milled
0430000	Barley
0611000	Cotton

PSD Data Fields

PSD records contain:

commodityCode — string code (e.g. 0440000)
countryCode — country code
marketYear — marketing year (integer)
calendarYear — calendar year
attributeId — numeric attribute ID (map via /psd/commodityAttributes)
unitId — unit of measure ID (map via /psd/unitsOfMeasure)
value — forecast value

Common attribute IDs:

01 = Beginning Stocks
02 = Production
03 = Imports
04 = Total Supply
05 = Exports
06 = Feed & Residual
07 = Food, Seed & Industrial
08 = Total Domestic Use
09 = Ending Stocks

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name	usda-wasde
description	Fetch USDA WASDE data — production, supply, and demand forecasts for agricultural commodities via the FAS PSD API or historical WASDE reports (text, XML, CSV). Use this skill when the user asks about crop reports, commodity supply/demand, WASDE reports, or any agricultural data, even if they don't name USDA or WASDE directly.
compatibility	Requires network access and a free USDA API key (https://api.data.gov/signup/) exported as USDA_FAS_API_KEY.
allowed-tools	bash

USDA WASDE Data

Access USDA World Agricultural Supply and Demand Estimates (WASDE) and Production, Supply & Distribution (PSD) data through two sources:

FAS PSD API — REST API at api.fas.usda.gov. Requires a free API key from api.data.gov/signup set as USDA_FAS_API_KEY in environment.
Historical WASDE reports — Monthly report snapshots in text, XML, or CSV format downloaded from usda.gov. No API key needed. Goes back to 2010.

Scripts

`wasde`

Download a WASDE report from usda.gov. No API key needed. Defaults to readable text format; pass --csv for legacy CSV or --xml for structured XML. Tries standard URL first, then v2--v9 revisions.

Usage:

scripts/wasde [--raw] [--csv|--xml] <year> <month>

Option	Description
`--raw`	Print full content
`--csv`	Legacy CSV format
`--xml`	Structured XML format
`-h`/`--help`	Show help

Examples:

# Preview the May 2026 WASDE report (text)
scripts/wasde 2026 05

# Full text output
scripts/wasde --raw 2026 05 > wasde-2026-05.txt

# XML format for parsing
scripts/wasde --xml --raw 2026 05

`psd-commodities`

List all PSD commodities with codes and descriptions. Requires USDA_FAS_API_KEY.

Usage:

scripts/psd-commodities

`psd-data`

Fetch PSD supply/demand data for a commodity and year. Requires USDA_FAS_API_KEY.

Usage:

scripts/psd-data [--country <code>|all] <commodityCode> <marketYear>

Option	Description
`--country <code>`	Country code (e.g. BR, AR, US) or "all".
	Default: world aggregate.
`-h/--help`	Show help

Examples:

# World corn supply/demand for 2026
scripts/psd-data 0440000 2026

# All countries, soybeans, 2025
scripts/psd-data --country all 2222000 2025

# Brazil corn, 2026
scripts/psd-data --country BR 0440000 2026

# US wheat, 2025
scripts/psd-data --country US 0410000 2025

`psd-request`

Generic PSD API request. Prepends base URL and auth header. Requires USDA_FAS_API_KEY.

Usage:

scripts/psd-request <path>

path is the endpoint path after /api/psd/ (e.g. commodities, countries, commodityAttributes).

Examples:

scripts/psd-request commodities
scripts/psd-request countries
scripts/psd-request regions
scripts/psd-request unitsOfMeasure
scripts/psd-request commodity/0440000/dataReleaseDates

Workflows

Get latest WASDE report

scripts/wasde --raw 2026 05

Explore available commodities

scripts/psd-commodities

Fetch world-level supply/demand for a commodity

scripts/psd-data 0440000 2026    # Corn
scripts/psd-data 2222000 2025    # Soybeans

Compare country-level data

scripts/psd-data --country BR 0440000 2026    # Brazil corn
scripts/psd-data --country US 0440000 2026    # US corn
scripts/psd-data --country AR 2222000 2025    # Argentina soybeans

List all countries for a commodity across all years

scripts/psd-data --country all 0410000 2025   # Wheat, all countries

Discover API metadata

scripts/psd-request commodities
scripts/psd-request countries
scripts/psd-request commodityAttributes
scripts/psd-request unitsOfMeasure

Gotchas

API key required for PSD — The PSD API returns 403 without USDA_FAS_API_KEY set. Get one free at https://api.data.gov/signup/.
PSD vs WASDE — The PSD API returns current (revised) data. WASDE reports are as-published snapshots (not revised).
CSV path may fail — The CSV lives on a different CDN path (sites/default/files/documents/) that can be slow or unreachable on some networks. Text and XML formats (on oce/commodity/wasde/) are preferred.
No WASDE report date filter — The PSD API doesn't allow filtering by WASDE report release date/month. Parameter is marketYear only.
Marketing years — Market years are numeric (e.g. 2026 for the 2025/2026 season). Use the later calendar year as the key.
Historical coverage — PSD API has data back to ~1960. WASDE reports go back to April 2010.

Reference

API Host

Base: https://api.fas.usda.gov/api/psd/
Host: api.fas.usda.gov
Auth: Header X-Api-Key (free from https://api.data.gov/signup/)

Key Commodity Codes

Code	Commodity
0440000	Corn
0410000	Wheat
2222000	Soybeans
2224000	Soybean Meal
2226000	Soybean Oil
0422110	Rice, Milled
0430000	Barley
0611000	Cotton

PSD Data Fields

PSD records contain:

commodityCode — string code (e.g. 0440000)
countryCode — country code
marketYear — marketing year (integer)
calendarYear — calendar year
attributeId — numeric attribute ID (map via /psd/commodityAttributes)
unitId — unit of measure ID (map via /psd/unitsOfMeasure)
value — forecast value

Common attribute IDs:

01 = Beginning Stocks
02 = Production
03 = Imports
04 = Total Supply
05 = Exports
06 = Feed & Residual
07 = Food, Seed & Industrial
08 = Total Domestic Use
09 = Ending Stocks