analyzing-text-patterns
CommunityDecode log diversity with stable templates.
Authorrustomax
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Extract recurring patterns from log messages by removing variable content and preserving structural markers. This enables faster understanding of log templates, improves parser development, and aids anomaly detection.
Core Features & Use Cases
- Pattern Extraction: classify messages by their structural template, ignoring variable data like IDs and timestamps.
- Mode Variants: basic punctuation-based templates, numeric-preserving templates, and a hybrid approach for higher precision.
- Use Case: analyze a heterogeneous set of logs from multiple services to map patterns, identify diversity, and map templates to sources for standardized parsing.
Quick Start
Use the analyzing-text-patterns skill to run a pattern extraction workflow on a sample log dataset, review the top patterns, and build a template taxonomy for parser development.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: analyzing-text-patterns Download link: https://github.com/rustomax/observe-community-mcp/archive/main.zip#analyzing-text-patterns Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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