Log Summarizer

Summarize noisy logs into likely causes and next steps. Use when a junior developer needs help interpreting logs.

lidge-jun 475c881 621 B Updated

File contents

Log Summarizer

Inputs to request

  • Log snippet and time range.
  • Service or component name.
  • Recent deploys or config changes.

Workflow

  1. Group similar errors and identify the first failure.
  2. Translate error messages into likely causes.
  3. Suggest immediate checks or fixes.

Output

  • Top error groups with counts.
  • Likely root cause and next actions.

Quality bar

  • Focus on the earliest failing signal.
  • Separate symptoms from root causes.

lidge-jun/cli-jaw-skills/tree/main/log-summarizer commit 475c8818bd

Frequently asked questions

npx skillmds@latest add lidge-jun/log-summarizer