Use when measuring and improving import throughput, preview latency, memory usage, and export performance against project SLOs.
Scanned 9/4/2026
Install to Claude Code
Skills Directorynpx -y skills add NeverSight/skills_feed --skill benchmarking --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: benchmarking
description: Use when measuring and improving import throughput, preview latency, memory usage, and export performance against project SLOs.
---
# Benchmarking
## Use This Skill When
- Validating performance targets.
- Comparing implementations or regressions.
- Producing repeatable performance reports for milestones.
## Required Inputs
- Scenario definition (import, edit preview, export).
- Hardware profile and dataset size.
- Success thresholds (for example preview p95 < 50 ms).
## Workflow
1. Define benchmark harness and fixed dataset.
2. Warm up and run multiple iterations.
3. Record p50/p95, max, and memory footprint.
4. Compare against baseline commit.
5. Recommend changes ranked by expected impact.
## Guardrails
- Keep runs reproducible (same resolution, same params, same hardware).
- Separate correctness tests from perf tests.
- Do not declare success from a single run.
## Output Contract
- Benchmark report with metrics table.
- Regression/improvement summary.
- Follow-up actions if thresholds are missed.
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