skills$openclaw/prefetch-suggester
lxgicstudios8.8k

by lxgicstudios

prefetch-suggester – OpenClaw Skill

prefetch-suggester is an OpenClaw Skills integration for coding workflows. Get AI suggestions for routes and data to prefetch. Use when optimizing navigation.

8.8k stars1.4k forksSecurity L1
Updated Feb 7, 2026Created Feb 7, 2026coding

Skill Snapshot

nameprefetch-suggester
descriptionGet AI suggestions for routes and data to prefetch. Use when optimizing navigation. OpenClaw Skills integration.
ownerlxgicstudios
repositorylxgicstudios/prefetch-gen
languageMarkdown
licenseMIT
topics
securityL1
installopenclaw add @lxgicstudios/prefetch-gen
last updatedFeb 7, 2026

Maintainer

lxgicstudios

lxgicstudios

Maintains prefetch-suggester in the OpenClaw Skills directory.

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9 files
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src
cli.ts
959 B
index.ts
1.3 KB
_meta.json
295 B
package-lock.json
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package.json
602 B
README.md
273 B
SKILL.md
1.8 KB
tsconfig.json
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SKILL.md

name: prefetch-suggester description: Get AI suggestions for routes and data to prefetch. Use when optimizing navigation.

Prefetch Suggester

Users hate waiting for pages to load. This tool analyzes your routes and suggests what to prefetch for instant navigation.

One command. Zero config. Just works.

Quick Start

npx ai-prefetch ./src/pages/

What It Does

  • Analyzes your page routes and navigation patterns
  • Identifies high-probability next pages
  • Suggests data to prefetch
  • Provides implementation code

Usage Examples

# Analyze pages directory
npx ai-prefetch ./src/pages/

# Analyze app routes
npx ai-prefetch ./app/routes/

Best Practices

  • Prefetch on hover - intent signal before click
  • Don't prefetch everything - wastes bandwidth
  • Prioritize common paths - checkout flow, navigation
  • Use intersection observer - prefetch when in view

When to Use This

  • Navigation feels slow
  • Optimizing user flow paths
  • Adding prefetching to existing app
  • Learning prefetch patterns

Part of the LXGIC Dev Toolkit

This is one of 110+ free developer tools built by LXGIC Studios. No paywalls, no sign-ups, no API keys on free tiers. Just tools that work.

Find more:

Requirements

No install needed. Just run with npx. Node.js 18+ recommended. Needs OPENAI_API_KEY environment variable.

npx ai-prefetch --help

How It Works

Analyzes your route structure and link patterns to understand likely navigation paths. Then suggests which pages and data to prefetch based on probability and importance.

License

MIT. Free forever. Use it however you want.

README.md

ai-prefetch

AI suggests routes and data to prefetch for better UX.

Install

npm install -g ai-prefetch

Usage

npx ai-prefetch ./src/pages/
npx ai-prefetch ./app/routes/

Setup

export OPENAI_API_KEY=sk-...

License

MIT

Permissions & Security

Security level L1: Low-risk skills with minimal permissions. Review inputs and outputs before running in production.

Requirements

No install needed. Just run with npx. Node.js 18+ recommended. Needs OPENAI_API_KEY environment variable. ```bash npx ai-prefetch --help ```

FAQ

How do I install prefetch-suggester?

Run openclaw add @lxgicstudios/prefetch-gen in your terminal. This installs prefetch-suggester into your OpenClaw Skills catalog.

Does this skill run locally or in the cloud?

OpenClaw Skills execute locally by default. Review the SKILL.md and permissions before running any skill.

Where can I verify the source code?

The source repository is available at https://github.com/openclaw/skills/tree/main/skills/lxgicstudios/prefetch-gen. Review commits and README documentation before installing.