OpenClaw QQ Robot Log Export

Logs are only useful if you can actually get to them. If your OpenClaw QQ bot's logs are trapped on a server that only one person has SSH access to, you don't have observability — you have a single point of failure with a human attached.

Let's set up proper log export so your entire team can access, analyze, and archive your QQ bot's operational data.

What Logs Does Your QQ Bot Generate?

An OpenClaw QQ bot on Tencent Cloud Lighthouse produces several log streams:

Application logs: Message processing, skill execution, model API calls
Error logs: Failures, timeouts, permission denials
Access logs: Who sent what, when, from which group
System logs: Daemon health, restarts, resource usage

By default, these live in journald and /var/log/clawdbot/. The goal is to get them out of the server and into formats your team can work with.

Quick Export: Download Logs via SCP

The simplest approach — pull logs to your local machine:

# Export today's logs
ssh root@YOUR_LIGHTHOUSE_IP "journalctl -u clawdbot --since today --no-pager" > clawdbot-$(date +%Y%m%d).log

# Export error logs only
ssh root@YOUR_LIGHTHOUSE_IP "journalctl -u clawdbot --since today -p err --no-pager" > clawdbot-errors-$(date +%Y%m%d).log

# Download the full log directory
scp -r root@YOUR_LIGHTHOUSE_IP:/var/log/clawdbot/ ./clawdbot-logs/

This works for ad-hoc debugging, but it doesn't scale.

Structured Export: JSON Format

For analysis in tools like jq, Excel, or log aggregation platforms, export in JSON:

# On the Lighthouse instance
journalctl -u clawdbot --since "24 hours ago" -o json --no-pager > /tmp/clawdbot-export.json

# Filter and transform with jq
cat /tmp/clawdbot-export.json | jq -r '{
  timestamp: .REALTIME_TIMESTAMP,
  priority: .PRIORITY,
  message: .MESSAGE
}' > /tmp/clawdbot-clean.json

For a CSV export that non-technical team members can open in a spreadsheet:

#!/bin/bash
# /opt/clawdbot/export-csv.sh
echo "timestamp,level,group_id,user_id,message_type,tokens_used" > /tmp/clawdbot-report.csv

journalctl -u clawdbot --since "24 hours ago" -o json --no-pager | \
  jq -r 'select(.MESSAGE | test("msg_processed")) | 
  [.REALTIME_TIMESTAMP, .PRIORITY, 
   (.MESSAGE | capture("group=(?<g>[^ ]+)").g // "N/A"),
   (.MESSAGE | capture("user=(?<u>[^ ]+)").u // "N/A"),
   (.MESSAGE | capture("type=(?<t>[^ ]+)").t // "N/A"),
   (.MESSAGE | capture("tokens=(?<tk>[0-9]+)").tk // "0")] | 
  @csv' >> /tmp/clawdbot-report.csv

echo "Exported $(wc -l < /tmp/clawdbot-report.csv) records"

Automated Daily Export

Set up a cron job that exports and archives logs every night:

#!/bin/bash
# /opt/clawdbot/daily-export.sh
DATE=$(date +%Y%m%d)
EXPORT_DIR="/opt/clawdbot/exports"
mkdir -p $EXPORT_DIR

# Export full logs
journalctl -u clawdbot --since "yesterday" --until "today" --no-pager \
  > "$EXPORT_DIR/clawdbot-$DATE.log"

# Export errors separately
journalctl -u clawdbot --since "yesterday" --until "today" -p err --no-pager \
  > "$EXPORT_DIR/clawdbot-errors-$DATE.log"

# Compress
gzip "$EXPORT_DIR/clawdbot-$DATE.log"
gzip "$EXPORT_DIR/clawdbot-errors-$DATE.log"

# Clean up exports older than 90 days
find $EXPORT_DIR -name "*.gz" -mtime +90 -delete

echo "[$DATE] Export complete"

Add to crontab:

echo "0 1 * * * /opt/clawdbot/daily-export.sh >> /var/log/clawdbot/export.log 2>&1" | crontab -

Remote Log Shipping

For teams that need real-time log access without SSH, ship logs to a remote endpoint:

# Using rsyslog to forward to a remote log server
cat > /etc/rsyslog.d/60-clawdbot-remote.conf <<'EOF'
module(load="imfile")
input(type="imfile"
      File="/var/log/clawdbot/output.log"
      Tag="clawdbot-qq"
      Severity="info"
      Facility="local0")

local0.* @@your-log-server.example.com:514
EOF

sudo systemctl restart rsyslog

Setting Up Your Export Infrastructure

All of this requires a stable, always-on server with proper log management built in. That's exactly what Lighthouse provides.

Visit the Tencent Cloud Lighthouse OpenClaw page to get your instance.
Select the "OpenClaw (Clawdbot)" application template under "AI Agents".
Deploy by clicking "Buy Now" — systemd logging, log rotation, and export tools come pre-configured.

Log Retention Policy

Define how long you keep logs at each tier:

Tier	Location	Retention	Format
Hot	journald	7 days	Binary
Warm	/var/log/clawdbot/	30 days	Compressed text
Cold	/opt/clawdbot/exports/	90 days	Compressed archives
Archive	Object storage	1 year+	Compressed archives

For the archive tier, upload to cloud object storage:

# Weekly archive to object storage
tar czf /tmp/clawdbot-weekly-$(date +%Y%W).tar.gz /opt/clawdbot/exports/
# Upload using your preferred CLI tool

Making Logs Actionable

Exported logs are useless if nobody reads them. Create a weekly summary that highlights what matters:

#!/bin/bash
echo "=== Weekly QQ Bot Log Summary ==="
echo "Total messages processed: $(grep -c 'msg_processed' /var/log/clawdbot/output.log)"
echo "Total errors: $(grep -c 'ERROR' /var/log/clawdbot/error.log)"
echo "Unique users: $(grep -oP 'user=\K[^ ]+' /var/log/clawdbot/output.log | sort -u | wc -l)"
echo "Top 5 error types:"
grep 'ERROR' /var/log/clawdbot/error.log | grep -oP 'type=\K[^ ]+' | sort | uniq -c | sort -rn | head -5

Next Steps

Log export is the foundation of operational maturity. Once you can reliably get logs out of your server, you can build dashboards, set up alerts, and make data-driven decisions about your bot.

Visit https://www.tencentcloud.com/act/pro/intl-openclaw to start with the right infrastructure.
Select the "OpenClaw (Clawdbot)" template under "AI Agents".
Deploy and never lose a log again.

If you can't export it, you can't improve it.