Features
Everything you need to stay informed about your long-running jobs
Core Features
AI-Powered Summaries
Claude analyzes your job output and extracts the key information: loss values, accuracy, error messages, and domain-specific metrics.
- • Automatic metric extraction
- • Error highlighting and explanation
- • Domain-aware (ML, bioinformatics, data)
- • Configurable summarization depth
Telegram & Slack
Get notifications wherever you are. Fully bidirectional - reply to ask questions, request logs, or rerun jobs.
- • Real-time notifications
- • Natural language queries
- • Remote command execution
- • Image/plot attachments
Jupyter Integration
Monitor notebook cells with a simple magic command. Automatically captures matplotlib plots.
- •
%%niki_watchcell magic - • Automatic plot capture
- • Named cell monitoring
- • Real-time output display
Security First
Multiple layers of protection for remote command execution. Your data stays on your servers.
- • User whitelist
- • Command blocklist
- • Rate limiting
- • Mandatory confirmation
More Features
2-Minute Setup
pip install + interactive wizard. No infrastructure needed.
Multi-Server
Monitor HPC clusters, workstations, and cloud instances.
Priority Levels
P0 (urgent) to P2 (low) with mode-based routing.
Voice Support
Optional TTS announcements for hands-free updates.
Chat History
Persistent conversation history across restarts.
Open Source
MIT licensed. Run on your own infrastructure.