ai-agent

AgriQuant-AI Gives Founders Early Weather‑Driven Futures Edge

Name: AgriQuant-AI Gives Founders Early Weather‑Driven Futures Edge
Author: AgriQuantAI

Leverage Claude Sonnet and satellite data to forecast commodity price shifts 48‑72 hours ahead for OJ, coffee, cocoa, sugar, corn and wheat. Ideal for ag‑tech founders and futures traders.

From the repo · “AI-powered weather intelligence for agricultural commodity futures. Predicts price moves 48-72 hours early across OJ, Coffee, Cocoa, Sugar, Corn and Wheat using Claude Sonnet + satellite data”

658 stars14 forksPythonGuide quality 9/10 · reviewed Oct 7Updated 5/26/2026100% free · open source

What it does

AgriQuant-AI predicts price moves 48-72 hours early for agricultural commodities like OJ, Coffee, and Wheat using AI-powered weather intelligence and satellite data

When to use it

•You're a trader looking to make informed decisions about agricultural commodity futures
•You need to predict price fluctuations for commodities like Corn or Sugar
•You want to stay ahead of market trends with early warnings of price moves

Ready-to-paste prompt

python predict.py --commodity OJ --timeframe 48h --satellite_data_path ./satellite_data

Heads up: You need to obtain and configure API keys for accessing satellite data and Claude Sonnet models, which require separate setup and may incur additional costs

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🔑 Needs an API key

Works after you add credentials — the setup agent will ask you for them.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/agriquant-ai && curl -fsSL https://workflowstacks.com/api/skills/agriquant-ai/claude-skill -o ~/.claude/skills/agriquant-ai/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🔑 Needs an API key

Works after you add credentials — the setup agent will ask you for them.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/agriquant-ai && curl -fsSL https://workflowstacks.com/api/skills/agriquant-ai/claude-skill -o ~/.claude/skills/agriquant-ai/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

AgriQuantAI

Language

Python