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A map of the eleven open-source repos behind the way I work with coding agents now — grouped into the three things they actually fix: how the agent works, what it knows, and how much of the loop you have to crank yourself.
Most people use Claude Code like a chat box — prompt, wait, copy, fix, repeat. The next step is to design the loop that prompts the agent for you. This is the install-and-use walkthrough: scaffolding a loop, feeding it fresh signal, and the heavier autonomous engine behind it.
Claude Code fails in two quiet, expensive ways: it forgets what it learned last session, and it re-reads your whole codebase to answer a small question. This is the install-and-use walkthrough for four tools that fix both — with exact commands and the order I'd add them.
A skill is a reusable instruction file that teaches Claude Code how to do a task the way a senior engineer would. This is the install-and-use walkthrough for four public libraries — exact commands, when to reach for each, and how to write your own.