Friction Triage

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Aggregates developer friction events and automatically escalates recurring issues into actionable Linear tickets.

The Friction Triage skill streamlines development workflows by monitoring a centralized friction registry for systemic bottlenecks and high-severity blockers. It automatically processes event logs, calculates severity scores based on frequency and impact, and synchronizes with Linear to create deduplicated work items. This ensures that persistent obstacles—such as API timeouts, missing workflows, or integration gaps—are captured and prioritized without manual intervention, helping engineering teams maintain velocity by addressing technical debt exactly where it impacts productivity most.

주요 기능

01Adjustable rolling window analysis for flexible observability
02Intelligent threshold triggers based on frequency (count >= 3) or severity (score >= 9)
03Built-in deduplication using stable markers to prevent duplicate Linear tickets
042 GitHub stars
05Dry-run mode for previewing escalations before ticket creation
06Automated aggregation of friction events by surface and skill

사용 사례

01Tracking intermittent API timeouts or integration errors that impact developer productivity
02Escalating recurring CI/CD failures or flaky tests into the engineering backlog
03Automating the handoff between automated monitoring tools and project management systems