namastexlabs/automagik-spark

AI agents that work while you sleep - schedule workflows, automate tasks 24/7, integrate with Automagik Suite and LangFlow

53
/ 100
Established

This tool helps you automate repetitive AI tasks and workflows, making your AI proactive instead of reactive. It takes existing AI agents and workflows (from tools like LangFlow or Automagik Hive) as input and schedules them to run automatically at specific times or intervals. The result is an always-on AI system that handles routine tasks like report generation, monitoring, or customer support without manual intervention, ideal for DevOps teams, data analysts, marketers, and solo developers.

Available on PyPI.

Use this if you need your AI agents or workflows to run automatically on a schedule, freeing you from manually triggering daily reports, monitoring tasks, or routine automations.

Not ideal if you primarily need to build AI workflows from scratch, as this tool focuses on scheduling and orchestrating existing AI agents rather than creating them.

workflow-automation scheduled-reporting proactive-monitoring customer-support-automation data-pipeline-orchestration
Maintenance 6 / 25
Adoption 6 / 25
Maturity 25 / 25
Community 16 / 25

How are scores calculated?

Stars

20

Forks

7

Language

Python

License

MIT

Last pushed

Oct 31, 2025

Commits (30d)

0

Dependencies

25

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