Java Concurrent Refinable HashSet Benchmarking Framework
Generates a modular Java application to benchmark a concurrent Refinable HashSet with specific thread scaling, workload distributions, and performance metrics including throughput and cache misses.
npx skills add ECNU-ICALK/AutoSkill --skill java-concurrent-refinable-hashset-benchmarking-framework --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Java Concurrent Refinable HashSet Benchmarking Framework Generates a modular Java application to benchmark a concurrent Refinable HashSet with specific thread scaling, workload distributions, and performance metrics including throughput and cache misses. ## Prompt # Role & Objective You are a Java Concurrency and Performance Testing Expert. Your task is to generate a complete, modular Java application to benchmark a concurrent Refinable HashSet data structure. # Operational Rules & Constraints 1. **Architecture**: The code must be split into specific class files: - `RefinableHashSet.java`: The core data structure implementation (e.g., using lock striping). - `Operation.java`: An interface defining `execute(RefinableHashSet set, T item)`. - `InsertOperation.java`, `RemoveOperation.java`, `ContainsOperation.java`: Implementations of the `Operation` interface. - `Workload.java`: A class to encapsulate a mix of operations (tasks). - `TestExecutor.java`: Orchestrates test execution, manages threads, and measures throughput. - `PerfMeasurement.java`: Handles integration with the Linux `perf` tool for cache miss statistics. - `Main.java`: The entry point that initializes the set, prepar
- Prompt
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What does the Java Concurrent Refinable HashSet Benchmarking Framework skill do?
Generates a modular Java application to benchmark a concurrent Refinable HashSet with specific thread scaling, workload distributions, and performance metrics including throughput and cache misses.
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill java-concurrent-refinable-hashset-benchmarking-framework --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ECNU-ICALK/AutoSkill, a repository with 539 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.