impeccable-optimize SKILL.md skillA

impeccable-optimize from jzkk720/cubecloud-skills-bundle-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add jzkk720/cubecloud-skills-bundle-kit/impeccable-optimize@git:20260913.453cd42

Pins git:20260913.453cd42 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
jzkk720/cubecloud-skills-bundle-kit
Path
upstream/impeccable-optimize/SKILL.md
Versions recorded
1
Latest version
git:20260913.453cd42, committed Sep 13, 2026
Size
7,979 bytes
Repository stars
4
License
a license file GitHub does not identify

Find and fix the actual performance bottleneck in an interface, then measure the result. Use when an interface is measurably slow, or when performance is a stated requirement. Covers Core Web Vitals (LCP, INP, CLS), load time, bundle size, render cost, and the discipline of not optimizing what is not slow.

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

Performance is a feature. Identify the actual bottleneck for THIS interface, fix it, then measure. Don't optimize what isn't slow.

## Assess Performance Issues

Understand current performance and identify problems:

1. **Measure current state**:
   - **Core Web Vitals**: LCP, 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
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add jzkk720/cubecloud-skills-bundle-kit/impeccable-optimize@sha256:63c25d9abcfb22ae

The line at the top of this page pins the label git:20260913.453cd42, 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 badge

[![mdr](https://markdownregistry.com/badge/art_zf3tu26dgonr46zs.svg)](https://markdownregistry.com/a/art_zf3tu26dgonr46zs)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 13, 2026.

versioncommittedcommitsizeaudit
git:20260913.453cd42 latest2026-09-13 453cd42 7,979 BA 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 (7979 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

jzkk720/cubecloud-skills-bundle-kit · 4 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zf3tu26dgonr46zs
GET https://markdownregistry.com/api/v1/resolve?ref=jzkk720/cubecloud-skills-bundle-kit/impeccable-optimize
GET https://markdownregistry.com/api/v1/blob/63c25d9abcfb22ae06ddd5b678f6d128095e4432900f78e0b8051aac495ffb94

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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