Setup & Installation
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
What This Skill Does
Scrapes AgResource grain marketing newsletters up to four times daily using Playwright. Extracts corn and soybean sales advice, generates structured summaries, and tracks sentiment using price-impact-focused dimensions (bullish/bearish market mood, weather impact on supply, production outlook). Stores results as dated markdown files and sends Telegram alerts when sales recommendations change.
Replaces manual login and reading of up to four daily newsletters with automated scraping, structured summaries, and change-only Telegram alerts.
When to use it
- Reviewing morning grain market outlook before deciding whether to sell corn
- Catching new soybean sales recommendations without manually logging into AgResource
- Tracking sentiment shifts from bullish to bearish across a week of newsletters
- Getting Saturday or Sunday grain updates without opening the dashboard
- Comparing current corn positioning to advice from previous newsletters
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: Check AgResource newsletter
- 1Log in to AgResource dashboard using AGRESOURCE_EMAIL and AGRESOURCE_PASSWORD
- 2Scrape newsletter content with Playwright and save a screenshot
- 3Extract sales advice status and current positioning for corn and soybeans
- 4Analyze sentiment across price-impact dimensions: market mood, weather impact, production outlook, trend direction
- 5Save structured summary to a dated markdown file in ~/clawd/memory/agresource/
Markdown summary with sentiment ratings, sales advice status, and key news items. Telegram alert sent only if sales advice changed from the previous newsletter.
Requirements
Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.