optimize SKILL.md skillA

optimize from quriosity-agent/qcut is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add quriosity-agent/qcut/optimize@git:20260308.8b86d2e

Pins git:20260308.8b86d2e in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: quriosity-agent/qcut
Path: qcut/.agents/skills/optimize/SKILL.md
Versions recorded: 1
Latest version: git:20260308.8b86d2e, committed Mar 8, 2026
Size: 7,776 bytes
Repository stars: 42
License: none declared

Improve interface performance across loading speed, rendering, animations, images, and bundle size. Makes experiences faster and smoother.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

Identify and fix performance issues to create faster, smoother user experiences.

## Assess Performance Issues

Understand current performance and identify problems:

1. **Measure current state**:
   - **Core Web Vitals**: LCP, FID/INP, CLS scores
   - **Load time**: Time to interactive, first contentful paint
   - **Bundle size**: JavaScript, CSS, image sizes
   - **Runtime performance**: Frame rate, memory usage, CPU usage
   - **Network**: Request count, payload sizes, waterfall

2. **Identify bottlenecks**:
   - What's slow? (Initial load? Interactions? Animations?)
   - What's causing it? (Large images? Expensive JavaScript? Layout thrashing?)
   - How bad is it? (Perceivable? Annoying? Blocking?)
   - Who's affected? (All users? Mobile only? Slow connections?)

**CRITICAL**: Measure before and after. Premature optimization wastes time. Optimize what actually matters.

## Optimization Strategy

Create systematic improvement plan:

### Loading Performance

**Optimize Images**:
- Use modern formats (WebP, AVIF)
- Proper sizing (don't load 3000px image for 300px display)
- Lazy loading for below-fold images
- Responsive images (`srcset`, `picture` element)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add quriosity-agent/qcut/optimize@sha256:0e7df93123d465da

The line at the top of this page pins the label git:20260308.8b86d2e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_unansblry3jpg5en.svg)](https://markdownregistry.com/a/art_unansblry3jpg5en)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Mar 8, 2026.

version	committed	commit	size	audit
git:20260308.8b86d2e latest	2026-03-08	8b86d2e	7,776 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (7776 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

quriosity-agent/qcut · 42 stars · license none declared · pushed 2026-10-21 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_unansblry3jpg5en
GET https://markdownregistry.com/api/v1/resolve?ref=quriosity-agent/qcut/optimize
GET https://markdownregistry.com/api/v1/blob/0e7df93123d465dacbcd91fe48e0288b9083f34784200e2db8868dc8c08f1fb5

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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