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