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Cli Anything Nsight Graphics

OrganizationPopular
HKUDS
cli-anything-nsight-graphics

Windows-first CLI harness for Nsight Graphics capture, GPU Trace summary, and ngfx-replay analysis

Overview

PublisherHKUDS
RepositoryCLI-Anything
Skill namecli-anything-nsight-graphics
Stars
49.5K
Forks
4.6K
Bundled files
Instructions only
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by HKUDS on GitHub. Read the source before you install it.

Installation

Install the Cli Anything Nsight Graphics AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/HKUDS/CLI-Anything.git /tmp/CLI-Anything
mkdir -p .claude/skills
cp -r /tmp/CLI-Anything/nsight-graphics/agent-harness/cli_anything/nsight_graphics/skills .claude/skills/cli-anything-nsight-graphics
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Cli Anything Nsight Graphics in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Cli Anything Nsight Graphics on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Cli Anything Nsight Graphics is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Nsight Graphics CLI Skill

Command-line orchestration of official NVIDIA Nsight Graphics activities.

Capabilities

  • Probe installed Nsight binaries and compatibility mode
  • Launch an application detached under Nsight
  • Attach Nsight to a running PID
  • Trigger Graphics Capture or OpenGL Frame Debugger capture
  • Trigger GPU Trace capture, auto-export, and summarize
  • Analyze existing .ngfx-capture files through ngfx-replay
  • Report clear compatibility diagnostics for .ngfx-gputrace inputs
  • Trigger Generate C++ Capture

Commands

doctor

bash
cli-anything-nsight-graphics --json doctor info
cli-anything-nsight-graphics --json doctor versions
cli-anything-nsight-graphics --nsight-path "C:\Path\To\Nsight Graphics 2024.2\host\windows-desktop-nomad-x64" --json doctor info

launch

bash
cli-anything-nsight-graphics launch detached --activity "Graphics Capture" --exe "C:\Path\To\App.exe"
cli-anything-nsight-graphics launch attach --activity "Graphics Capture" --pid 12345

frame capture

bash
cli-anything-nsight-graphics --output-dir D:\captures frame capture ^
  --exe "C:\Path\To\App.exe" ^
  --wait-frames 10

GPU Trace

bash
cli-anything-nsight-graphics --output-dir D:\traces gpu-trace capture ^
  --exe "C:\Path\To\App.exe" ^
  --start-after-ms 1000 ^
  --limit-to-frames 1 ^
  --auto-export ^
  --summarize

cli-anything-nsight-graphics gpu-trace summarize ^
  --input-dir D:\traces

Replay analysis

bash
cli-anything-nsight-graphics --json replay analyze ^
  --capture-file D:\captures\frame.ngfx-capture ^
  --output-dir D:\analysis

Generate C++ Capture

bash
cli-anything-nsight-graphics --output-dir D:\cpp cpp capture ^
  --exe "C:\Path\To\App.exe" ^
  --wait-seconds 5

Agent Notes

  • Prefer doctor info first to discover the available compatibility mode.
  • Use doctor versions to list detected installs when multiple Nsight Graphics versions exist.
  • Use --nsight-path to force a specific install directory or ngfx.exe.
  • Use --json for programmatic workflows.
  • Prefer gpu-trace capture --auto-export --summarize for one-step performance triage. The summary includes exported table inventory, metric inventory, frame-budget classification, workload classification, throughput ranking, bottleneck hints, and warnings for empty event/regime tables.
  • Use replay analyze when the input is an existing .ngfx-capture file. With no analysis switches it exports metadata, logs, captured log errors, and a replay performance report, then adds structured analysis.highlights / analysis.warnings.
  • ngfx-replay documents its input as a Graphics Capture file. .ngfx-gputrace inputs are accepted for clear diagnostics, but on Nsight Graphics 2026.1.0 they may report Invalid file header; use gpu-trace summarize for exported GPU Trace table analysis.
  • replay analyze uses official ngfx-replay metadata/log/screenshot/perf-report outputs; it is not a RenderDoc-style shader, pipeline, texture, or resource inspector.
  • Frame/GPU/C++ capture commands require a launch target through --exe or a preconfigured root-level --project.
  • If a global cli-anything-nsight-graphics command points at an old worktree, reinstall from nsight-graphics/agent-harness with python -m pip install -e ..

Frequently asked questions

What does the Cli Anything Nsight Graphics AI skill do?

Windows-first CLI harness for Nsight Graphics capture, GPU Trace summary, and ngfx-replay analysis

Why use Cli Anything Nsight Graphics on TypingMind?

Because you install it once and use it with any model. Cli Anything Nsight Graphics is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Cli Anything Nsight Graphics in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/HKUDS/CLI-Anything/tree/main/nsight-graphics/agent-harness/cli_anything/nsight_graphics/skills. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Cli Anything Nsight Graphics?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Cli Anything Nsight Graphics?

As many as you like. As long as a model supports skills, you can use Cli Anything Nsight Graphics with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Cli Anything Nsight Graphics AI skill free?

Yes. It is published on GitHub by HKUDS under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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