---
title: "Extreme Software Optimization - Air Market"
description: "Something is slow and it is tempting to start rewriting the part you suspect. This works from a profile instead, so the change lands where the time is actually going, and it checks that behaviour sti…"
canonical: "https://airmarket.ai/app/extreme-software-optimization"
---

[Air Market](/) / [Developer Tools](/category/devtools) / Extreme Software Optimization

Skill by [CompozyOS](/@compozy)

# Extreme Software Optimization

Optimize what the profile shows, and prove behaviour did not change

## What this does

Something is slow and it is tempting to start rewriting the part you suspect. This works from a profile instead, so the change lands where the time is actually going, and it checks that behaviour still holds afterwards. Reach for it when you care about both the speed and not breaking anything.

### Top 3 things it does for you

- Find the actual bottleneck before changing code
- Bring down a latency number that is too high
- Show that an optimization did not break behaviour

## Information

**Extreme Software Optimization at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [CompozyOS](/@compozy) |
| Category | [Developer Tools](/category/devtools) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 63 KB |
| Licence | MIT |
| Repository | [compozy/compozy](https://github.com/compozy/compozy/tree/bdf9c1ebe22c93248bd9996c599625abf2b57597/.agents/skills/extreme-software-optimization) |
| GitHub stars | 2,660 (as of Nov 2026) |
| Installs | 11, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Extreme Software Optimization and recorded 0 findings and 3 flagged items. AIR's verdict: **safe**.

**What Extreme Software Optimization's check was run against**

|  |  |
| --- | --- |
| Commit | bdf9c1ebe22c93248bd9996c599625abf2b57597 |
| Content hash | 6c49f6580161267b6ef88d11bab8e73b50dcdc2e5019ff177c846d470efceaf4 |
| Files read | [Browse the files at this exact commit](https://github.com/compozy/compozy/blob/bdf9c1ebe22c93248bd9996c599625abf2b57597/.agents/skills/extreme-software-optimization/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 Extreme Software Optimization](/security/extreme-software-optimization)

## About Extreme Software Optimization

This is profile-driven performance optimization with behaviour proofs. The profile decides where the work goes, and the proofs establish that the code still does what it did.

It picks up on the vocabulary of slow systems: optimize, slow, bottleneck, hotspot, profile, p95, latency, throughput, and algorithmic improvements.

## What's inside

- SKILL.md - instructions
- references/ADVANCED.md - reference
- references/LANGUAGE-SPECIFIC.md - reference
- references/METHODOLOGY.md - reference
- references/TECHNIQUES.md - reference

## Questions

### Is Extreme Software Optimization safe to install?

AIR scanned this exact version of Extreme Software Optimization and recorded 0 findings and 3 flagged items. AIR's verdict: safe. The verdict is named by the content that was read, at commit bdf9c1ebe22c, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/extreme-software-optimization.

### How do I install Extreme Software Optimization?

Open https://airmarket.ai/app/extreme-software-optimization 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/compozy/compozy/tree/bdf9c1ebe22c93248bd9996c599625abf2b57597/.agents/skills/extreme-software-optimization. Install from that link, not the branch.

## Related on Air Market

- [More Developer Tools listings](/category/devtools)
- [Everything by CompozyOS](/@compozy)

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Canonical URL: <https://airmarket.ai/app/extreme-software-optimization>