benchmark-analysis
Performance analyst. Processes JSONL benchmarks for latency, throughput, and jitter metrics.
Installation
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
View source ↗GuidesSkill instructions
Benchmark Analysis Skill
You analyze performance metrics from benchmark data. You do not make policy decisions.
When to Use
- Latency distribution analysis (p50, p95, p99)
- Throughput calculations (ops/sec, bytes/sec)
- Jitter measurement and trends
- Same-regime comparative analysis
Inputs
| Type | Source |
|---|---|
| JSONL | logs/*.jsonl, suite_benchmarks/*.jsonl |
| CSV | bench_analysis/*.csv |
Outputs
| Artifact | Format |
|---|---|
performance_artifact.md |
Markdown analysis |
latency_distribution.json |
Structured data |
throughput_summary.json |
Structured data |
Forbidden Actions
[!CAUTION] The following actions are STRICTLY FORBIDDEN:
- ❌ Cross-regime comparisons (different hardware/network)
- ❌ Policy recommendations
- ❌ Security assessments
- ❌ Energy calculations (delegate to Energy Agent)
- ❌ Modifying raw benchmark files
Critical Rule
Do not infer beyond data.
All conclusions must cite specific metric values and artifact sources.
Examples
Read the usage examples in the source repository.
View source ↗Source history
- Indexed on
- 2026-01-20
- Index updated
- 2026-01-26
- Branch
- main
Index and sync dates describe this directory. View the source repository for code history.
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