#tools

4 posts tagged with “tools” · all posts

The Shorthand Guide to Everything Claude Code(x.com)

Affaan Mustafa's complete Claude Code setup after 10 months of daily use, covering skills, hooks, subagents, MCPs, plugins, context window management, and editor integration. Dense with practical patterns: hook examples for auto-formatting and tmux reminders, rules structure, subagent scoping, and the one rule that matters most. Keep your active MCPs under 10 or your 200k context window quietly becomes 70k.

Polars — A Lightning-Fast DataFrame Library(pola.rs)

Polars is a DataFrame library written in Rust with a Python API. It's dramatically faster than pandas for most workloads. Lazy evaluation, SIMD, and zero-copy Arrow memory mean you can process large datasets without running out of RAM. Worth trying if you're still reaching for pandas by default.