optimization-advisor
OfficialPinpoint code optimization targets.
Authorsirius-db
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps developers identify specific areas in their code that are causing performance bottlenecks, particularly in GPU-accelerated applications, by analyzing profiling data and mapping performance hotspots directly to source code functions.
Core Features & Use Cases
- GPU Hotspot Analysis: Maps GPU performance issues (kernels, operators, memory) back to their originating source code functions.
- Bottleneck Detection: Identifies efficiency bottlenecks, synchronization overhead, memory issues, and parallelism opportunities.
- Use Case: After running a performance benchmark on a GPU-intensive application, use this Skill to analyze the
nsysprofile and pinpoint the exact C++ functions that are consuming the most GPU time or causing excessive synchronization, guiding optimization efforts.
Quick Start
Analyze the provided nsys profile report to identify the top 3 optimization targets in the code.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: optimization-advisor Download link: https://github.com/sirius-db/sirius/archive/main.zip#optimization-advisor Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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