JVM Diagnostics Skill: Turning AI Into Your JVM Performance Expert

The jvm-diagnostics skill turns AI coding assistants into JVM performance specialists. It parses heap dumps, GC logs, thread dumps, JFR recordings, and crash logs, using JDK tools when available or zero-dependency Python fallback parsers, and produces a structured report with severity-rated findings and actionable fixes. It works with any assistant that supports the Agent Skills open standard, including OpenCode and Claude Code.
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JobRunr: The Job Scheduler Developers Actually Want To Use

JobRunr makes background job processing in Java stupidly simpleβ€”just use lambdas instead of XML configs, and get automatic distribution, retries, and monitoring for free. But watch out for the production gotchas: the free version dies during database outages, refactoring method signatures breaks queued jobs, and recurring jobs can mysteriously skip executions under load.
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