log-aggregator

Extract root-cause insights from noisy error logs and stack traces.

Updated Apr 12, 2026
One-click install
npx skills add https://github.com/KILWA73/MiniSoc --skill log-aggregator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: log-aggregator
Source: https://github.com/KILWA73/MiniSoc/tree/main/.agents/skills/log-aggregator
Command: npx skills add https://github.com/KILWA73/MiniSoc --skill log-aggregator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Automates the extraction and interpretation of noisy stack traces, turning error dumps into actionable debugging insights.

Core Features & Use Cases

  • Contextualizes logs into identifiable culprits (file, function, line).
  • Sanitizes sensitive data and maps severities.
  • Use Case: when you encounter an unfamiliar error log, feed it to this Skill to obtain the most probable root cause and recommended fix.

Quick Start

Paste a raw error log into the chat and ask for the most probable root cause and suggested fix.

Frequently Asked Questions about log-aggregator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find the root cause from a noisy stack trace?

To find the root cause from a noisy stack trace, paste the raw error log into the chat. The log aggregator reads the trace, extracts the top culprit location, sanitizes sensitive data, and returns a prioritized root-cause summary.

Can I use this for error analysis during incident triage?

Yes, you can use this for error analysis during incident triage. It contextualizes logs into identifiable culprits by file, function, and line, mapping severities to help you quickly verify issues during debugging sessions.

How do I extract the culprit location from unfamiliar error logs?

To extract the culprit location from unfamiliar error logs, provide the raw text to the aggregator. It automatically identifies the exact file, function, and line number causing the failure without requiring manual searching.

Does this log analysis tool sanitize sensitive data in error dumps?

Yes, this log analysis tool sanitizes sensitive data in error dumps. It processes raw stack traces and cleans the output before returning a concise root-cause insight and suggested fix.

What is the best way to turn error dumps into actionable debugging insights?

The best way to turn error dumps into actionable debugging insights is to feed the raw stack trace to an automated interpreter. It extracts the most probable root cause and translates the noise into a concise, actionable summary.

Do I need to format stack traces before feeding them to the log aggregator?

No, you do not need to format stack traces before feeding them to the log aggregator. You can paste raw error logs directly into the chat, and it will handle the extraction and interpretation automatically.