perf-analyze

perf-analyze is a skill for Claude Code from NVIDIA/TensorRT-LLM. It costs 163 tokens per session (3,514 once invoked), scanned A, original, no licence file.

A diagnostic workflow for measuring and investigating TensorRT-LLM serving performance without changing the deployment. It uses benchmarks and profiling tools to examine how a model-serving system behaves.

In plain words
What is it for?
Use it to benchmark one or more concurrency levels and inspect profiling results, throughput, and likely performance headroom.
Why use it?
It helps locate performance problems before any optimisation is applied.

Skill for Claude Code ✓ vendor

Written for Claude Code: installed under .claude/.

Good fit Use it to benchmark one or more concurrency levels and inspect profiling…

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Install with agentmods
npx agentmods add skills/nvidia/tensorrt-llm/perf-analyze
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add NVIDIA/TensorRT-LLM --skill perf-analyze
Clone the repo
git clone --depth 1 https://github.com/NVIDIA/TensorRT-LLM

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for perf-analyze

README.md
[![agentmods](https://agentmods.dev/badge/skills/nvidia/tensorrt-llm/perf-analyze.svg)](https://agentmods.dev/skills/nvidia/tensorrt-llm/perf-analyze)
Your own site
<a href="https://agentmods.dev/skills/nvidia/tensorrt-llm/perf-analyze"><img src="https://agentmods.dev/badge/skills/nvidia/tensorrt-llm/perf-analyze.svg" alt="Measured on agentmods" height="20"></a>
Per session 163 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,514 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00163 $0.03514
Opus 5 $0.00081 $0.01757
Sonnet 5 $0.00033 $0.00703
Haiku 4.5 $0.00016 $0.00351

Measured yesterday against content hash 42fc360970c7, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

perf-analyze scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

agent-flow/.claude/skills/perf-analyze/SKILL.md · 256 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 256 lines · 163 tokens per session scan A 42fc360970c7

Subscribe to this mod's changes

perf-analyze is a skill published in the GitHub repository NVIDIA/TensorRT-LLM (14,556 stars, last pushed today), with no licence file. It adds 163 tokens to every session and 3,514 once invoked, about $0.0008 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.