#improve

shadcn/improve

Use your most capable model to audit your codebase and write plans for cheaper models to execute. improve An agent skill that audits any codebase and writes implementation plans for other agents to execute. The idea: use your most capable model for the part where intelligence compounds — understanding the codebase, judging what's worth doing, writing the spec — and hand execution to cheaper models. The skill never implements anything itself. The plan is the product. you → /improve (expensive model, advises) plans/ → 001-fix-n-plus-one.md (self-contained specs) other agent → implements, tests,

GitHub Trending · EN

I Need your Help to Improve Money Formatting on the Internet

I noticed the other day that a popular ruby library for all things money, Money , formats Serbian Dinar incorrectly. I spent several evenings to learn and describe what the correct formatting would be and how to achieve that. The answer requires croudsourcing, which you probably figured already. TL;DR: Unicode categorised it all; ECMA 402 contains lots of wisdom; if you make a money formatting library, make sure it uses CLDR; if you know about a less popular currency or language more than most, check if CLDR is correct. Update 10.01.2026: most of the PRs I mentioned are merged now, thanks ever

Smagin · EN

How Etsy Uses LLMs to Improve Search Relevance

Ever searched for something specific, only to be met with results that are close, but not quite ? On Etsy’s Search Relevance team, that frustration is exactly what we are tackling. Our goal is simple yet ambitious: to help buyers find exactly what they’re looking for, and to help sellers reach the people seeking their special products. Search plays a central role in that mission. Historically, Etsy’s search models have relied heavily on engagement signals – such as clicks, add-to-carts, and purchases – as proxies for relevance. These signals are objective, but they can also be biased: popular

Etsy Engineering | Code as Craft · EN