Analyzes trace-based server logs and generates Markdown diagnostic reports with grep follow-up commands.
npx skills add https://github.com/winhok/testkit --skill log-analysis-winhok
Please help me install this Agent Skill. Skill: log-analysis Source: https://github.com/winhok/testkit/tree/main/skills/log-analysis Command: npx skills add https://github.com/winhok/testkit --skill log-analysis-winhok
将一段混杂的服务器端日志拆解为可读的链路视图，快速还原请求/任务的完整生命周期，识别异常与性能瓶颈，并产出结构化的 Markdown 分析报告，同时提供 grep 深挖命令帮助继续排查。
粘贴日志文本或提供日志文件路径，即可开始分析。
High-intent search queries and answers about installing and using this skill.
Server log analysis for microservices is done by extracting timestamps, thread names, and traceIds to segment mixed formats into trace chains, generating a Markdown diagnostic report with evidence and grep follow-up commands.
Yes, diagnosing Java Spring application logs is supported. The Skill parses mixed Java/Spring log formats, detects patterns, and generates focused or deep diagnostic reports with actionable grep commands.
Extracting traceId chains from mixed log formats is handled automatically by splitting logs into independent chains based on traceId and thread name, building a clear request lifecycle view in a Markdown report.
To generate a Markdown report from raw server logs, paste the log text or provide a file path. The Skill extracts key fields and outputs a structured report containing evidence chains, trace overviews, and diagnostic details.
Log analysis works with both batch task logs and microservice traces. It processes mixed log formats from batch tasks and microservices, segmenting them by traceId or thread to diagnose issues across various log chains.
The grep commands to use for log diagnostics are suggested by the Skill itself. It generates tailored, executable grep-based follow-up commands based on identified patterns and traceIds within the Markdown report.
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