Improve Loop — Design skill for Claude Code

Design community

Run an autoresearch-style keep-or-rollback loop against a measurable target (software only).

How to install Improve Loop

Installs to ~/.claude/skills/r-claude.md-improve-loop/SKILL.md

Terminal

mkdir -p ~/.claude/skills/r-claude.md-improve-loop && curl -fsSL https://raw.githubusercontent.com/r/claude.md/HEAD/commands/improve-loop.md -o ~/.claude/skills/r-claude.md-improve-loop/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Improve Loop does

description: Run an autoresearch-style keep-or-rollback loop against a measurable target (software only) argument-hint:

Run a Karpathy-style improvement loop on: **$ARGUMENTS**

First read `~/.claude/rules/loops.md` — this command is the executable form of that doctrine. This is a **software-only, git-backed** loop: rollback must be `git reset`. If the target is infra, DNS, deploy, or anything outward-facing

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