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Run npx skillmds@latest add jabrena/164-java-profiling-verify in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

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Is 164 Java Profiling Verify free to use?

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Who published 164 Java Profiling Verify?

jabrena (@jabrena) published this skill. Their other Agent Skills are listed on their SkillMD profile.

164 Java Profiling Verify by jabrena

Name: 164 Java Profiling Verify
Author: jabrena

164 Java Profiling Verify

Use when you need to verify Java performance optimizations by comparing profiling results before and after refactoring — including baseline validation, post-refactoring report generation, quantitative before/after metrics comparison, side-by-side flamegraph analysis, regression detection, or creating profiling-comparison-analysis and profiling-final-results documentation. Part of the skills-for-java project

jabrena be3a75b 2 files · 15.3 KB Updated Sep 17, 2026

File contents

Java Profiling Workflow / Step 4 / Verify results

Verify performance optimizations through rigorous before/after comparison: ensure baseline and post-refactoring profiling data use identical test conditions, generate post-refactoring reports, compare metrics (memory, CPU, GC, threading), perform side-by-side flamegraph analysis, document findings in profiling-comparison-analysis-YYYYMMDD.md and profiling-final-results-YYYYMMDD.md, and validate success criteria.

What is covered in this Skill?

Pre-refactoring baseline: run profiler with same load before changes
Post-refactoring: generate new reports with identical test conditions
Comparison: memory (leaks, allocations, GC), CPU (hotspots, contention), visual flamegraph comparison
Documentation: profiler/docs/profiling-comparison-analysis-YYYYMMDD.md, profiler/docs/profiling-final-results-YYYYMMDD.md
File naming: baseline/after suffixes, timestamp-based organization
Validation: verify reports exist, compare metrics, identify regressions

Scope: Identical test conditions are critical. Document test scenarios. Validate application runs with refactored code before generating new reports.

Constraints

Use identical test conditions between baseline and post-refactoring. Verify both report sets are complete. Document test scenarios.

CONSISTENCY: Use identical test conditions and load patterns for baseline and post-refactoring
VALIDATE: Ensure both baseline and post-refactoring reports exist and are non-empty before comparison
DOCUMENT: Record test scenarios and load patterns for reproduction
BEFORE APPLYING: Read the reference for comparison templates and validation steps

When to use this skill

Verify performance fix
Performance benchmark

Reference

For detailed guidance, examples, and constraints, see references/164-java-profiling-verify.md.

---name: 164-java-profiling-verifydescription: Use when you need to verify Java performance optimizations by comparing profiling results before and after refactoring — including baseline validation, post-refactoring report generation, quantitative before/after metrics comparison, side-by-side flamegraph analysis, regression detection, or creating profiling-comparison-analysis and profiling-final-results documentation. Part of the skills-for-java projectlicense: Apache-2.0---# Java Profiling Workflow / Step 4 / Verify resultsVerify performance optimizations through rigorous before/after comparison: ensure baseline and post-refactoring profiling data use identical test conditions, generate post-refactoring reports, compare metrics (memory, CPU, GC, threading), perform side-by-side flamegraph analysis, document findings in profiling-comparison-analysis-YYYYMMDD.md and profiling-final-results-YYYYMMDD.md, and validate success criteria.**What is covered in this Skill?**- Pre-refactoring baseline: run profiler with same load before changes- Post-refactoring: generate new reports with identical test conditions- Comparison: memory (leaks, allocations, GC), CPU (hotspots, contention), visual flamegraph comparison- Documentation: profiler/docs/profiling-comparison-analysis-YYYYMMDD.md, profiler/docs/profiling-final-results-YYYYMMDD.md- File naming: baseline/after suffixes, timestamp-based organization- Validation: verify reports exist, compare metrics, identify regressions**Scope:** Identical test conditions are critical. Document test scenarios. Validate application runs with refactored code before generating new reports.## ConstraintsUse identical test conditions between baseline and post-refactoring. Verify both report sets are complete. Document test scenarios.- **CONSISTENCY**: Use identical test conditions and load patterns for baseline and post-refactoring- **VALIDATE**: Ensure both baseline and post-refactoring reports exist and are non-empty before comparison- **DOCUMENT**: Record test scenarios and load patterns for reproduction- **BEFORE APPLYING**: Read the reference for comparison templates and validation steps## When to use this skill- Verify performance fix- Performance benchmark## ReferenceFor detailed guidance, examples, and constraints, see [references/164-java-profiling-verify.md](references/164-java-profiling-verify.md).

Frequently asked questions