performance_interpretation
CommunityTranslate benchmarks into real-world implications.
Authortnn1t1s
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Interprets benchmark results with systems-level realism, explaining observed performance via microarchitectural reasoning and plausible variance.
Core Features & Use Cases
- Sanity Checks: Validate that results align with Big-O predictions and hardware plausibility.
- Bottleneck Diagnosis: Identify whether memory, CPU, or branch costs dominate.
- Variance Explanations: Explain measurement variance due to GC, OS, or contention.
- Synthetic Metrics: Generate realistic but synthetic data when live measurements are unavailable.
Quick Start
Apply this skill to a benchmark result to produce an interpretation narrative and a data table.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: performance_interpretation Download link: https://github.com/tnn1t1s/iterator/archive/main.zip#performance-interpretation Please download this .zip file, extract it, and install it in the .claude/skills/ directory.