Add smart newsletter digest with feedback learning
- Runs daily at 8 PM Australia/Perth time - Fetches newsletters from past 24 hours via IMAP - Scores based on learned preferences (topics, sources) - Summarizes key points and highlights - Sends digest to Telegram + Gotify - Learns from user feedback (👍/👎/topic preferences) - Preferences stored in newsletter-preferences.json
This commit is contained in:
Krilly
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automations/newsletter-digest/README.md
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automations/newsletter-digest/README.md
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# Smart Newsletter Digest
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**Runs:** Daily at 8:00 PM (Australia/Perth)
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**Sends to:** Telegram + Gotify
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**Learns from your feedback!**
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## How It Works
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1. **Fetches** newsletters from past 24 hours via IMAP
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2. **Scores** them based on your preferences
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3. **Summarizes** key points and highlights
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4. **Sends** digest to Telegram
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5. **Learns** from your feedback
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## Feedback System
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After each digest, reply with:
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| Reply | Effect |
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|-------|--------|
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| 👍 | Reinforces current selections |
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| 👎 | Adjusts to show less like this |
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| `more AI` | Adds "AI" to liked topics |
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| `less crypto` | Adds "crypto" to disliked topics |
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| `prefer The Rundown` | Boosts this source |
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## Preferences File
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`newsletter-preferences.json` stores:
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- `liked_topics` - Topics to prioritize
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- `disliked_topics` - Topics to de-emphasize
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- `preferred_sources` - Senders to boost
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- `avoided_sources` - Senders to skip
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- `feedback_count` - How many times you've given feedback
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## Manual Run
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```bash
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./smart-digest.sh
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```
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## Files
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- `smart-digest.sh` - Main script
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- `newsletter-preferences.json` - Your learned preferences
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- `digest-history.json` - Last 7 days of digests (for feedback reference)
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---
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**Krilly will learn what you like!** 🦀
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{
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"liked_topics": ["AI", "machine learning", "productivity", "automation"],
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"disliked_topics": [],
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"preferred_sources": ["The Rundown", "AI Valley", "TLDR"],
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"avoided_sources": [],
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"preferred_length": "medium",
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"feedback_count": 0,
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"last_feedback": null
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}
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automations/newsletter-digest/smart-digest.sh
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automations/newsletter-digest/smart-digest.sh
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#!/bin/bash
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# Smart Newsletter Digest with Feedback Learning
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# Runs daily at 8 PM, summarizes newsletters, asks for feedback, learns preferences
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set -e
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SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
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source "$SCRIPT_DIR/../../.env" 2>/dev/null || true
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TELEGRAM_CHAT="${TELEGRAM_CHAT:-1793951355}"
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GOTIFY_URL="${GOTIFY_URL:-http://runtipi.kangaroo-eel.ts.net:8129}"
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GOTIFY_TOKEN="${GOTIFY_TOKEN:-AGKnHafW3FGzBlt}"
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PREFERENCES_FILE="$SCRIPT_DIR/newsletter-preferences.json"
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DIGEST_HISTORY="$SCRIPT_DIR/digest-history.json"
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# Newsletter sources to track
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NEWSLETTER_DOMAINS=(
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"aivalley.ai"
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"thedeepview.com"
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"ai-secret"
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"therundown.ai"
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"tldr.tech"
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"benedict.substack.com"
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"theinformation.com"
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"platformer"
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"notion.so"
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)
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log() {
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echo "[$(date '+%Y-%m-%d %H:%M:%S')] $1"
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}
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# Initialize preferences if not exists
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init_preferences() {
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if [[ ! -f "$PREFERENCES_FILE" ]]; then
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cat > "$PREFERENCES_FILE" << 'EOF'
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{
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"liked_topics": [],
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"disliked_topics": [],
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"preferred_sources": [],
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"avoided_sources": [],
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"preferred_length": "medium",
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"feedback_count": 0,
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"last_feedback": null
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}
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EOF
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log "Created preferences file"
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fi
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}
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# Fetch newsletters from past 24 hours using IMAP
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fetch_newsletters() {
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log "Fetching newsletters from past 24 hours..."
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local yesterday=$(date -d "24 hours ago" +%Y-%m-%d)
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# Use the imap-smtp-email skill to fetch emails
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local emails
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emails=$(/home/openclaw/.openclaw/workspace/skills/imap-smtp-email/imap-py.py \
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--search "SINCE $yesterday" \
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--folder "INBOX" 2>/dev/null) || {
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log "WARNING: Failed to fetch emails"
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echo "[]"
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return
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}
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# Filter for newsletter domains
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echo "$emails" | python3 -c "
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import sys
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import json
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try:
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emails = json.load(sys.stdin)
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except:
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emails = []
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newsletters = []
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domains = $(printf '%s\n' "${NEWSLETTER_DOMAINS[@]}" | jq -R . | jq -s .)
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for email in emails:
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sender = email.get('from', '').lower()
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subject = email.get('subject', '')
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for domain in domains:
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if domain.lower() in sender:
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newsletters.append({
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'from': email.get('from', ''),
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'subject': subject,
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'date': email.get('date', ''),
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'body': email.get('body', '')[:2000],
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'id': email.get('id', '')
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})
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break
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print(json.dumps(newsletters))
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"
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}
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# Build digest with preferences
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build_digest() {
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local newsletters="$1"
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local preferences=$(cat "$PREFERENCES_FILE")
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python3 << PYEOF
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import json
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import sys
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newsletters = json.loads('''$newsletters''')
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prefs = json.loads('''$preferences''')
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liked = prefs.get('liked_topics', [])
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disliked = prefs.get('disliked_topics', [])
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preferred_sources = prefs.get('preferred_sources', [])
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# Score each newsletter
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scored = []
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for nl in newsletters:
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score = 0
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sender = nl.get('from', '').lower()
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subject = nl.get('subject', '').lower()
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body = nl.get('body', '').lower()
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# Boost preferred sources
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for src in preferred_sources:
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if src.lower() in sender:
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score += 3
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# Check for liked topics
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for topic in liked:
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if topic.lower() in subject or topic.lower() in body:
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score += 2
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# Check for disliked topics
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for topic in disliked:
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if topic.lower() in subject or topic.lower() in body:
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score -= 3
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# Extract key bits
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key_bits = []
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body_text = nl.get('body', '')
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# Find bullet points and important sentences
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lines = body_text.split('\n')
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for line in lines:
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line = line.strip()
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if line.startswith('•') or line.startswith('-') or line.startswith('*'):
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if len(line) > 20 and len(line) < 200:
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key_bits.append(line)
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elif any(kw in line.lower() for kw in ['new:', 'update:', 'launch', 'announce', 'breakthrough', 'important', 'key', 'top']):
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if len(line) > 30 and len(line) < 200:
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key_bits.append(line)
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nl['score'] = score
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nl['key_bits'] = key_bits[:5]
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scored.append(nl)
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# Sort by score
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scored.sort(key=lambda x: x['score'], reverse=True)
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# Build digest
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output = []
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output.append("📬 *Newsletter Digest* — $(date '+%B %d, %Y')")
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output.append("")
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output.append(f"Found {len(newsletters)} newsletters in past 24 hours.")
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output.append("")
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for i, nl in enumerate(scored[:10]):
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emoji = "🔥" if nl['score'] > 2 else "📌" if nl['score'] > 0 else "📄"
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output.append(f"{emoji} *{nl['subject'][:80]}*")
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output.append(f" From: {nl['from'][:50]}")
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if nl['key_bits']:
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output.append(" Key points:")
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for bit in nl['key_bits'][:3]:
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clean_bit = bit.replace('*', '').replace('_', '')[:100]
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output.append(f" • {clean_bit}")
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output.append("")
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output.append("━━━━━━━━━━━━━━━━━━━━")
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output.append("")
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output.append("🤔 *Feedback?* Reply with:")
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output.append("👍 if this was useful")
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output.append("👎 if not relevant")
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output.append("💬 + topic you want more/less of")
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print('\n'.join(output))
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PYEOF
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}
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send_telegram() {
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local message="$1"
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curl -s -X POST "https://api.telegram.org/bot${TELEGRAM_BOT_TOKEN}/sendMessage" \
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-H "Content-Type: application/json" \
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-d "{
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\"chat_id\": \"$TELEGRAM_CHAT\",
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\"text\": \"$message\",
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\"parse_mode\": \"Markdown\",
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\"disable_web_page_preview\": true
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}" > /dev/null || {
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log "ERROR: Failed to send Telegram message"
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return 1
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}
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}
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send_gotify() {
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local title="$1"
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local message="$2"
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curl -s -X POST "${GOTIFY_URL}/message?token=${GOTIFY_TOKEN}" \
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-H "Content-Type: application/json" \
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-d "{
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\"title\": \"$title\",
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\"message\": \"$message\",
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\"priority\": 5
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}" > /dev/null || true
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}
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# Save digest for feedback reference
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save_digest() {
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local newsletters="$1"
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local today=$(date +%Y-%m-%d)
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if [[ ! -f "$DIGEST_HISTORY" ]]; then
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echo '{"digests": []}' > "$DIGEST_HISTORY"
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fi
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local temp_file=$(mktemp)
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jq --arg date "$today" \
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--argjson news "$newsletters" \
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'.digests += [{"date": $date, "newsletters": $news, "feedback_received": false}] | .digests |= .[-7:]' \
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"$DIGEST_HISTORY" > "$temp_file"
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mv "$temp_file" "$DIGEST_HISTORY"
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}
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main() {
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log "Starting newsletter digest..."
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init_preferences
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local newsletters
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newsletters=$(fetch_newsletters)
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local count=$(echo "$newsletters" | jq 'length')
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log "Found $count newsletters"
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if ((count == 0)); then
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local no_news="📭 *Newsletter Digest*\n\nNo newsletters found in the past 24 hours.\n\nEither your inbox is clean or we need to adjust the newsletter sources!"
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send_telegram "$no_news"
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return 0
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fi
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local digest
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digest=$(build_digest "$newsletters")
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send_telegram "$digest"
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send_gotify "Newsletter Digest" "$count newsletters summarized - check Telegram"
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save_digest "$newsletters"
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log "Digest sent successfully!"
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}
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main "$@"
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Reference in New Issue
Block a user