root-cause-localization
CommunityIdentify root causes from logs and traces fast.
AuthorlinfordWu
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Root-cause localization from logs and traces is essential to reduce MTTR by accurately identifying the true initiators of failures within a defined time window, using evidence from multiple sources.
Core Features & Use Cases
- Time-aligned analysis of logs and traces to converge on root-cause components, with support for multiple root-causes when necessary.
- Dependency and call-chain reasoning to trace propagation paths and distinguish victims from triggers.
- Structured root-cause outputs that can feed upstream orchestrators and RCA coordination workflows.
Quick Start
Provide a fault window and candidate components to obtain a ranked root-cause list.
Dependency Matrix
Required Modules
pandasnumpydrain3scikit-learnnetworkxpytz
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: root-cause-localization Download link: https://github.com/linfordWu/owls/archive/main.zip#root-cause-localization Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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