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syslog-normalization - Query and normalize syslog data

Provides schema knowledge and guidance for querying, cleaning, extracting, profiling, and planning tokenization for the syslog dataset.

Tags

Updated: 2026-10-03
sysloglog normalizationregexpattern extractiondata profilingSQLcost control

Capabilities

Profile syslog dataQuery partitioned logsApply cleaning rulesExtract structured fields

Typical Inputs

f_syslog tabler_msg_rules tabler_patterns table

Typical Outputs

SQL queriesCoverage metricsCleaned message results

What this skill does

  • Profile syslog data
  • Query partitioned logs
  • Apply cleaning rules
  • Extract structured fields
  • Analyze normalization coverage
  • Test regex patterns
  • Generate DAII SQL
  • Control scan costs

Inputs

  • f_syslog table
  • r_msg_rules table
  • r_patterns table
  • Field priority table
  • t_syslog table
  • t_msg_sample table
  • Hour-partition filter
  • Log analysis question

Outputs

  • SQL queries
  • Coverage metrics
  • Cleaned message results
  • Extracted field results
  • Regex test results
  • Cleaning rule SQL
  • Extraction pattern SQL
  • Tokenization and fingerprinting SQL

Requirements

    Source

    • Spec: SKILL.md

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