---
title: "System Profile - Air Market"
description: "Something is slower than it should be and guessing at why is expensive. This profiles the thing you point it at - a script, a process, the GPU, memory, the interconnect - and reports what performance…"
canonical: "https://airmarket.ai/app/system-profile"
---

[Air Market](/) / [Developer Tools](/category/devtools) / System Profile

Skill by [Yang Ruofeng](/@wanshuiyin)

# System Profile

Find out where the time is actually going

## What this does

Something is slower than it should be and guessing at why is expensive. This profiles the thing you point it at - a script, a process, the GPU, memory, the interconnect - and reports what performance looks like. Reach for it before you start optimizing.

### Top 3 things it does for you

- Profile a script or a running process
- Find the bottleneck in something slow
- Check where GPU, memory or interconnect is holding things up

## Information

**System Profile at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Yang Ruofeng](/@wanshuiyin) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 4 KB |
| Licence | MIT |
| Repository | [wanshuiyin/auto-claude-code-research-in-sleep](https://github.com/wanshuiyin/auto-claude-code-research-in-sleep/tree/df729a3f942e4a97646d212eb8aee1144ab5e31b/skills/system-profile) |
| GitHub stars | 15,082 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of System Profile and flagged nothing. AIR's verdict: **safe**.

**What System Profile's check was run against**

|  |  |
| --- | --- |
| Commit | df729a3f942e4a97646d212eb8aee1144ab5e31b |
| Content hash | 7647373964f46838618b83763577d94d1de1d2abe2a0e255fb23fcdc2182b29c |
| Files read | [Browse the files at this exact commit](https://github.com/wanshuiyin/auto-claude-code-research-in-sleep/blob/df729a3f942e4a97646d212eb8aee1144ab5e31b/skills/system-profile/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for System Profile](/security/system-profile)

## About System Profile

Performance intuition is unreliable, and the cost of trusting it is work spent on the wrong part.

This profiles a target for performance analysis - a script, a process, the GPU, memory, or the interconnect.

Ask to profile something, benchmark it, or find the bottleneck, and this is what runs.

## What's inside

- SKILL.md - instructions

## Questions

### Is System Profile safe to install?

AIR scanned this exact version of System Profile and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit df729a3f942e, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/system-profile.

### How do I install System Profile?

Open https://airmarket.ai/app/system-profile on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/wanshuiyin/auto-claude-code-research-in-sleep/tree/df729a3f942e4a97646d212eb8aee1144ab5e31b/skills/system-profile. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by Yang Ruofeng](/@wanshuiyin)

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Canonical URL: <https://airmarket.ai/app/system-profile>