Agent SkillsHKUDS/CLI-Anything › cli-anything-nsight-graphics

cli-anything-nsight-graphics

GitHub

Windows平台NVIDIA Nsight Graphics的CLI工具,支持探测环境、启动应用捕获图形/GPU Trace、分析回放文件及生成C++捕获,用于GPU性能调试与剖析。

nsight-graphics/agent-harness/cli_anything/nsight_graphics/skills/SKILL.md HKUDS/CLI-Anything

Trigger Scenarios

需要自动化执行NVIDIA Nsight Graphics图形捕获或GPU Trace 需要分析.ngfx-capture或.ngfx-gputrace文件以获取性能摘要 需要检查本地Nsight安装兼容性及版本信息

Install

npx skills add HKUDS/CLI-Anything --skill cli-anything-nsight-graphics -g -y
More Options

Non-standard path

npx skills add https://github.com/HKUDS/CLI-Anything/tree/main/nsight-graphics/agent-harness/cli_anything/nsight_graphics/skills -g -y

Use without installing

npx skills use HKUDS/CLI-Anything@cli-anything-nsight-graphics

指定 Agent (Claude Code)

npx skills add HKUDS/CLI-Anything --skill cli-anything-nsight-graphics -a claude-code -g -y

安装 repo 全部 skill

npx skills add HKUDS/CLI-Anything --all -g -y

预览 repo 内 skill

npx skills add HKUDS/CLI-Anything --list

SKILL.md

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

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 ..

Version History

  • 6f372d3 Current 2026-08-20 06:42

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Indexed
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