performance-optimization SKILL.md skillA

This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.

performance-optimization from naimkatiman/continuous-improvement is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

mdr add naimkatiman/continuous-improvement/performance-optimization@git:20260507.4a6727c

Pins git:20260507.4a6727c in mdr.lock. Pin the fingerprint instead.

Audit grade

A, 17 of 17 checks passed

Kind

SKILL.md skill

Repository

naimkatiman/continuous-improvement

Path

third-party/addy-agent-skills/skills/performance-optimization/SKILL.md

Versions recorded

1

Latest version

git:20260507.4a6727c, committed May 7, 2026

Size

11,593 bytes

Repository stars

9

License

MIT

Optimizes application performance. Use when performance requirements exist, when you suspect performance regressions, or when Core Web Vitals or load times need improvement. Use when profiling reveals bottlenecks that need fixing.

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 Optimization

## Overview

Measure before optimizing. Performance work without measurement is guessing — and guessing leads to premature optimization that adds complexity without improving what matters. Profile first, identify the actual bottleneck, fix it, measure again. Optimize only what measurements prove matters.

## When to Use

- Performance requirements exist in the spec (load time budgets, response time SLAs)
- Users or monitoring report slow behavior
- Core Web Vitals scores are below thresholds
- You suspect a change introduced a regression
- Building features that handle large datasets or high traffic

**When NOT to use:** Don't optimize before you have evidence of a problem. Premature optimization adds complexity that costs more than the performance it gains.

## Core Web Vitals Targets

| Metric | Good | Needs Improvement | Poor |
|--------|------|-------------------|------|
| **LCP** (Largest Contentful Paint) | ≤ 2.5s | ≤ 4.0s | > 4.0s |
| **INP** (Interaction to Next Paint) | ≤ 200ms | ≤ 500ms | > 500ms |
| **CLS** (Cumulative Layout Shift) | ≤ 0.1 | ≤ 0.25 | > 0.25 |

## The Optimization Workflow

```
1. MEASURE  → Establish baseline with real data
…

Read the whole file at its exact version.

How to install

mdr add naimkatiman/continuous-improvement/performance-optimization@sha256:46ebf029d5fe812c

[![mdr](https://markdownregistry.com/badge/art_jnbjl76bvr4vewpm.svg)](https://markdownregistry.com/a/art_jnbjl76bvr4vewpm)

Versions

The registry has recorded 1 version of this file, committed on May 7, 2026.

Audit of the latest version

Source

API

GET https://markdownregistry.com/api/v1/artifacts/art_jnbjl76bvr4vewpm
GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/performance-optimization
GET https://markdownregistry.com/api/v1/blob/46ebf029d5fe812c312d4c5388ba7f07a076685fd30c7dfa7539c07763f1304e

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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