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name agrivalue-iq-operator
description Operates AgriValue Tracker as an interactive AI agent workflow. Use when testing the challenge demo, running value-chain optimization, asking the AI Harvest Advisor, generating Fair-Trade contracts, preparing Copilot MCP prompts, or validating Fabric IQ, Foundry IQ, and Work IQ flows.

AgriValue IQ Operator

Use this skill to run and validate the AgriValue challenge demo without guessing through the UI.

Core workflow

  1. Start the app:
npm start
  1. Verify API status:
curl http://localhost:3000/api/status
  1. Use the agent action runner for deterministic interactions:
npm run agent:action -- portfolio --qty 10
npm run agent:action -- optimize --crop "Olive Oil" --qty 15 --organic true --quality 1.15
npm run agent:action -- advisor --crop Grapes --message "What compliance rules matter?"
npm run agent:action -- contract --crop "Olive Oil" --qty 15 --buyer "Cooperativa Valle del Belice" --organic true

Demo route

For judging, prefer this story:

  1. Open /demo.html for the two-minute teleprompter.
  2. Open /index.html and run:
    • AI Portfolio Scan
    • Olive Oil optimization, 15 MT, DOP/DOC enabled
    • Vision quality scan
    • Export Contract
    • Copilot MCP prompt
    • Teams Alert if Work IQ is configured

Agent deliverables

When asked to prepare or validate the project, return:

  • API status: Fabric IQ source, Foundry configured/local, Work IQ on/off
  • Top crop from portfolio scan and its added value
  • One advisor response
  • Whether contract generation works
  • Any blocker for live Azure/Fabric/Graph configuration

Public demo guardrails

Do not expose secrets. For public testing:

  • Keep .env private.
  • Use .env.example only for placeholders.
  • Keep CORS_ORIGINS restricted to the GitHub Pages domain and local dev.
  • Treat Teams/Graph and Foundry keys as production credentials.