specdriven.sh
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DevOps

ci-debugger

Diagnose flaky and failing CI pipelines from logs alone - no live access required.

0 stars0 installsby communityupdated Mar 2, 2026
ToolsClaudeGPT
Tags#ci#github-actions#debugging
Installterminal
npx specdriven add skill ci-debugger

What it does

Takes a CI log dump and walks the pipeline: identifies the first real failure, distinguishes flake from regression, and proposes a minimal fix.

Best for

  • Red builds on a Friday
  • Onboarding new contributors who can't reproduce CI locally