
AUTHOR
Jack Shi
Founder of Clooms · Independent Developer
Boulder, Colorado, USA
Jack Shi is an independent developer and the founder of Clooms, an independent digital-product company built on one ethos — usefulness over noise, clarity over complexity. Under Clooms he builds and runs a portfolio of focused AI tools and web utilities, including CPSKit.
He began his career at Alibaba's International Commerce Business Unit (ICBU) in 2008, serving B2B companies in international trade. That experience led him to go independent and, on the business side, to build NexaPioneer, an AI-first B2B company.
His guiding principle across everything he builds: find a real, specific need and solve it as simply as possible.
Articles by Jack Shi
The double-click chatter reference
One place for the facts about double-click chatter testing — the threshold math, real three-browser results, and an open dataset you can download, cite, and reproduce. Updated as we capture more.
Why your input test says “interrupted” — and why that’s correct
An interrupted run is a safeguard, not a failure. We triggered four common interruptions across Chrome, Safari and Firefox — the behavior was byte-for-byte identical. Here is what each one does and why it's the honest outcome.
The same input in three browsers: what matched, and what we couldn't test
Do three browsers see the same input differently? We measured it — same clicks, scrolls and keys in Chrome, Safari and Firefox on one Mac. On this setup they matched. Here is the verbatim data and the honest limitation.
How the review threshold changes what a double-click check flags
A larger threshold flags more intervals — and fast, deliberate clicking can trip a high one on its own. Here is the exact math, with stated example inputs you can run through the same code yourself.
Why does my mouse double-click on one click?
One click, two events? Before you replace the mouse, confirm what's really happening. How to separate switch chatter from the way you click — and what a browser test can honestly show.
How to increase your click speed
Clicks per second is a trainable rate, not a fixed talent. Here are the grips and techniques that genuinely help, the myths that don't, and how to measure progress without fooling yourself.