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/cli-anything-nsight-graphics

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

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cli-anything
47k72 skills5 commands
Install
$ npx -y skills add HKUDS/CLI-Anything --skill cli-anything-nsight-graphics --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/cli-anything-nsight-graphics

Context preview

The summary Claude sees to decide when to auto-load this skill.

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

SKILL.md

cli-anything-nsight-graphics.SKILL.md
name: "cli-anything-nsight-graphics"
description: Windows-first CLI harness for Nsight Graphics capture, GPU Trace summary, and ngfx-replay analysis
version: 0.2.0
command: cli-anything-nsight-graphics
install: pip install cli-anything-nsight-graphics
requires:
  - NVIDIA Nsight Graphics installation
  - Windows host recommended
categories:
  - graphics
  - debugging
  - gpu
  - profiling

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

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

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

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

GPU Trace

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

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

Generate C++ Capture

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 .`.

Read more
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