Octoperf Bench Reports
Use when reading or interpreting an OctoPerf bench report — picking the right `get_report_*_values` tool for a given report item, understanding the difference between flat, trend and comparison reports, reusing a report's shape through a report template, decoding semantic gotchas (Hits vs Hits CONTAINER, 304 cache hits skewing throughput, Playwright per-step row types, etc.). Triggers on "what's the right tool for this report item", "explain this metric", "how do I read this trend report", "compare these two runs", "save this report as a template", "apply my template to this report", "what does parallelRunsSupported mean", "why is the Network row 24ms while page.goto is 364ms", "DELTA computeType". Complements `octoperf-scenario-diagnosis` — that skill walks the diagnosis workflow, this one is the report item-by-report item reading guide. Requires the OctoPerf MCP server.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
A BenchReport is a polymorphic document. Its items array carries 20+ report item types (charts, tables, top-N, insights, …), each backed by its own get_report_*_values tool. This skill maps every report item you can encounter to the right tool, calls out the semantic gotchas that have repeatedly tripped LLMs, and explains the trend-report architecture.
What this skill does
Octoperf Bench Reports is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/octoperf-bench-reports/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when reading or interpreting an OctoPerf bench report — picking the right `get_report_*_values` tool for a given report item, understanding the difference between flat, trend and comparison reports, reusing a report's shape through a report template, decoding semantic gotchas (Hits vs Hits CONTAINER, 304 cache hits skewing throughput, Playwright per-step row types, etc.).
Who uses this skill
The Octoperf Bench Reports Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
How to install
Free
Manual install (2 steps)
mkdir -p ~/.claude/skills/octoperf-bench-reports
curl -L https://claudskills.com/skills/octoperf-bench-reports/SKILL.md \
-o ~/.claude/skills/octoperf-bench-reports/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/octoperf-bench-reports/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/octoperf-bench-reports/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\octoperf-bench-reports\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Telegram
📱 Install from your phone or desktop Telegram
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
Pro
One-click install via the desktop app
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
Pro
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
Frequently asked questions
How do I install the Octoperf Bench Reports Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/octoperf-bench-reports/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Octoperf Bench Reports skill do?
Use when reading or interpreting an OctoPerf bench report — picking the right `get_report_*_values` tool for a given report item, understanding the difference between flat, trend and comparison reports, reusing a report's shape through a report template, decoding semantic gotchas (Hits vs Hits CONTAINER, 304 cache hits skewing throughput, Playwright per-step row types, etc.). Triggers on "what's the right tool for this report item", "explain this metric", "how do I read this trend report", "compare these two runs", "save this report as a template", "apply my template to this report", "what does parallelRunsSupported mean", "why is the Network row 24ms while page.goto is 364ms", "DELTA computeType". Complements `octoperf-scenario-diagnosis` — that skill walks the diagnosis workflow, this one is the report item-by-report item reading guide. Requires the OctoPerf MCP server.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Octoperf Bench Reports skill?
Use Octoperf Bench Reports when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Octoperf Bench Reports" or describe the task and let Claude pick). Browse related skills at
/category/general/.
What is a Claude Code skill and how does the Octoperf Bench Reports skill fit in?
A Claude Code skill is a
SKILL.md file that lives under
~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Octoperf Bench Reports is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
OctoPerf. (2026). Octoperf Bench Reports [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/octoperf-bench-reports/
BibTeX
@misc{octoperf-bench-reports-2026,
author = {OctoPerf},
title = {Octoperf Bench Reports [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/octoperf-bench-reports/}
}Embed this skill
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Security scan
Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ✓ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/octoperf-bench-reports/#security)
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