Agresource

AgResource Newsletter Scraper

Use this skill to scrape, summarize, and analyze AgResource grain marketing newsletters.

Implementation

Scraper: scraper.js (Playwright/Node.js) Sentiment Analyzer: agresource_sentiment.py (Python) Login: Automatic using AGRESOURCE_EMAIL and AGRESOURCE_PASSWORD env vars

Capabilities

Log in to AgResource dashboard (https://agresource.com/dashboard/#/reports/daily) Scrape daily newsletter content using Playwright Save screenshot for reference/debugging Extract corn/soybean sales advice and recommendations Generate concise summaries with key news and weather tidbits Analyze sentiment (bullish/bearish) across newsletters Compare to previous newsletters to detect trends Store summaries in ~/clawd/memory/agresource/YYYY-MM-DD.md (morning) Store summaries in ~/clawd/memory/agresource/YYYY-MM-DD-noon.md (noon) Store summaries in ~/clawd/memory/agresource/YYYY-MM-DD-evening.md (evening) Store summaries in ~/clawd/memory/agresource/YYYY-MM-DD-saturday.md (saturday) Store summaries in ~/clawd/memory/agresource/YYYY-MM-DD-sunday.md (sunday) Track sentiment history in ~/clawd/memory/agresource/sentiment_history.json Send Telegram alerts on new sales advice

Manual Trigger

"Check AgResource newsletter" "Summarize today's grain report" "Show full newsletter" (detailed view) To run scraper manually: cd /home/brianppetty/clawd/skills/agresource # Morning newsletter (default) node scraper.js node scraper.js --type=morning # Noon/midday newsletter node scraper.js --type=noon # Evening newsletter node scraper.js --type=evening # Saturday newsletter node scraper.js --type=saturday # Sunday newsletter node scraper.js --type=sunday

Cron Job Triggers

When a cron event fires, match the time/type to the correct --type parameter: Cron MessageType to UseTime"Check AgResource newsletter (morning)"--type=morning8:30 AM ET (Mon-Fri)"Check AgResource newsletter (afternoon)"--type=noon1:30 PM ET (Mon-Fri)"Check AgResource newsletter (evening - positioning)"--type=evening7:00 PM ET (Mon-Sat)"Check AgResource newsletter (weekend)"--type=saturday or --type=sunday~3:00 PM ET (Sat/Sun) For weekend jobs, determine which day it is and use: Saturday: --type=saturday Sunday: --type=sunday

Sentiment Queries

"What's the current market sentiment?" "Show sentiment trends" "What's the sentiment history?"

Sentiment Dimensions (PRICE-IMPACT FOCUSED)

CRITICAL: Sentiment analysis tracks PRICE IMPACT, not general "good/bad" news. Key inverse relationships to remember: ☀️ Favorable weather in SA/NA = More supply = BEARISH for prices 🌽 Record yields = More supply = BEARISH for prices 🏜️ Drought/crop stress = Less supply = BULLISH for prices 🏭 Strong export demand = More demand = BULLISH for prices 📦 South American competition = Less US exports = BEARISH for prices Track these dimensions across newsletters: market_mood: bullish | bearish | neutral BULLISH = Prices expected to go UP BEARISH = Prices expected to go DOWN weather_impact: positive_for_crops | negative_for_crops | mixed | neutral Tracks weather impact on PRODUCTION (inverted for price impact) Positive weather for crops = BEARISH for prices (more supply) Negative weather for crops = BULLISH for prices (less supply) production_outlook: optimistic | cautious | uncertain Optimistic = more supply = BEARISH for prices Cautious = supply concerns = BULLISH for prices trend_direction: improving | declining | stable confidence: high | medium | low

Sales Advice Detection

Status phrases to detect: "New sales advice detected" (buy/sell/recommend keywords) "Catch up sales recommended" (catch up phrase) "No sales recommended at this time" (hold/no action) "Position status unchanged" (no change from previous) Keywords for sales advice: buy, sell, hold, recommend, recommendation, position, catch up, current positioning

Telegram Alert Format

Brief summary sent for every newsletter: 🌾 AgResource - 2026-01-08 8:30 AM Summary: No sales recommended Sentiment: Bullish (↗️ improving) Full details in ~/clawd/memory/agresource/

Daily Summary File (YYYY-MM-DD.md)

• # AgResource Newsletter - 2026-01-08 8:30 AM
• ## Quick Summary
• [2-3 sentence overview]
• ## Key Newsworthy Items
• [Grain production relevant news]
• [Weather tidbits]
• ## Sales Advice Status
• Corn: [New sales advice / No change / No sales recommended]
• Soybeans: [New sales advice / No change / No sales recommended]
• ## Current Positions (from end of newsletter)
• [Summary of current positioning]
• ## Sentiment & Trends
• **Market Mood:** Bullish / Bearish / Neutral
• **Previous Mood:** [from last newsletter]
• **Trend:** Improving / Declining / Stable
• **Weather Impact:** Positive / Negative / Mixed
• **Production Outlook:** Optimistic / Cautious / Uncertain
• ## Full Content
• [Optional: full newsletter content for reference]

Sentiment History File (sentiment_history.json)

{ "last_updated": "2026-01-08T08:30:00", "sentiment_history": [ { "date": "2026-01-08", "time": "08:30 AM", "market_mood": "bullish", "weather_impact": "positive", "production_outlook": "optimistic", "trend_direction": "improving", "confidence": "high", "key_phrases": ["prices advancing", "favorable weather"], "sales_advice": "No sales recommended" } ] }

Configuration

Credentials: Loaded from environment variables AGRESOURCE_EMAIL AGRESOURCE_PASSWORD Dependencies: Node.js (built-in on Clawdbot) Playwright (installed locally: /home/brianppetty/clawd/skills/agresource/node_modules/playwright) Schedule: 4x daily (cron jobs) Morning: 8:30 AM ET Afternoon: 1:30 PM ET Evening: 7:00 PM ET Weekend: ~3:00 PM ET History window: Keep last 15-20 newsletters for sentiment tracking

Notes

Only send Telegram alerts when sales advice CHANGES Always store summaries and sentiment data Refine sentiment detection patterns over time Evening newsletters include current positioning section Login credentials should be handled securely