4.7k★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.
Skill Snapshot
| name | prefetch-suggester |
| description | Get AI suggestions for routes and data to prefetch. Use when optimizing navigation. OpenClaw Skills integration. |
| owner | lxgicstudios |
| repository | lxgicstudios/prefetch-suggester |
| language | Markdown |
| license | MIT |
| topics | |
| security | L1 |
| install | openclaw add @lxgicstudios/prefetch-suggester |
| last updated | Feb 7, 2026 |
Maintainer

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:
- GitHub: https://github.com/LXGIC-Studios
- Twitter: https://x.com/lxgicstudios
- Substack: https://lxgicstudios.substack.com
- Website: https://lxgic.dev
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.
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-suggester 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-suggester. Review commits and README documentation before installing.
