Feedback rules can now be suggested for merging when a human has already reviewed the same pattern multiple times (never guesses about new values). LLM defaults sized for constrained VRAM instead of llama3.3/llama3.1. Adds systemd units, a state backup script, and reverse-proxy auth guidance for production deployment. Findings view is collapsible and sorts suggested-review rows to the top for a quicker overview.
Running SignalScope under systemd
These units replace start.sh/stop.sh with proper service supervision
(auto-restart, journald logging, boot-time start). They assume the repo lives
at /opt/signalscope and runs as a dedicated signalscope user — adjust the
paths and User=/Group= lines if you deploy elsewhere.
One-time setup
sudo useradd --system --home-dir /opt/signalscope --shell /usr/sbin/nologin signalscope
sudo mkdir -p /opt/signalscope
sudo cp -r . /opt/signalscope/ # from a checkout of this repo
sudo chown -R signalscope:signalscope /opt/signalscope
# Create the venv and install dependencies as the service user
sudo -u signalscope python3 -m venv /opt/signalscope/.venv
sudo -u signalscope /opt/signalscope/.venv/bin/pip install --upgrade pip
sudo -u signalscope /opt/signalscope/.venv/bin/pip install -e /opt/signalscope
sudo cp systemd/*.service /etc/systemd/system/
sudo systemctl daemon-reload
Enable and start
sudo systemctl enable --now signalscope-monitor.service
sudo systemctl enable --now signalscope-dashboard.service
# Only if you use the local syslog input instead of Graylog MCP:
sudo systemctl enable --now signalscope-syslog.service
Everyday operations
systemctl status signalscope-monitor signalscope-dashboard
journalctl -u signalscope-monitor -f
journalctl -u signalscope-dashboard -f
sudo systemctl restart signalscope-monitor signalscope-dashboard
Configure Graylog MCP, streams, and profiles the same way as always: open the
dashboard and use Settings — configuration lives in
/opt/signalscope/state/fgai-config.json regardless of how the process was
started.
Updating
sudo systemctl stop signalscope-dashboard signalscope-monitor
sudo -u signalscope git -C /opt/signalscope pull
sudo -u signalscope /opt/signalscope/.venv/bin/pip install -e /opt/signalscope
sudo systemctl start signalscope-monitor signalscope-dashboard
Notes
signalscope-dashboard.servicebinds127.0.0.1by default, matching the documented safety default in the main README. See "Exposing the dashboard beyond loopback" there before changing--hostto anything else.state/(config, feedback rules, baselines, incidents) is the only directory that needs backing up — seescripts/backup_state.shand the "Backup and Restore" section in the main README.- The monitor unit's
ExecStarthas a commented example for enabling the Ollama dashboard assessment (--llm ...); the profile advisor is a dashboard Settings toggle and needs no unit-file change.