Pipeline Monitor

Check the Coherence Network task pipeline and report on:

1. Blockers — anything stopping progress:

   • Tasks stuck in running for more than 10 minutes
   • Providers with 3+ consecutive failures (blocked by Thompson Sampling)
   • Ideas with all tasks failed and no pending retry
   • Blind timeouts (cost with zero diagnostic value)

2. Remarkable events — noteworthy progress:

   • Ideas that advanced a phase (spec → impl → test → review → complete)
   • Provider success streaks (5+ consecutive successes)
   • New providers coming online or existing ones recovering
   • Batch completion rates above 90%
   • Ideas reaching validated manifestation status

How to run

python .cursor/skills/pipeline-monitor/scripts/check_pipeline.py

The script outputs a structured report suitable for Telegram or console display.

Integration

This skill can be run:

• On demand: python .cursor/skills/pipeline-monitor/scripts/check_pipeline.py
• On a schedule: pair with the local_runner --loop mode
• Via Telegram: responds to /attention command
• Via OpenClaw: as a periodic health check skill