Improve Loop
Description
--- description: Run an autoresearch-style keep-or-rollback loop against a measurable target (software only) argument-hint: <what to improve, e.g. "cut p95 latency of /search" or "raise parser coverage"> --- 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
Installation
Installs to ~/.claude/skills/r-claude.md-improve-loop/SKILL.md
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.
Full documentation available on GitHub
View Source RepositoryRelated Skills
Algorithmic Art
Create generative art using p5.js with seeded randomness, flow fields, and particle systems
Brand Guidelines
Apply Anthropic's official brand colors and typography to artifacts
Canvas Design
Create beautiful visual art in PNG and PDF documents using design philosophy
Frontend Design
Create distinctive, production-grade frontend interfaces with high design quality
Slack Gif Creator
Create animated GIFs optimized for Slack's size constraints
Theme Factory
Style artifacts with professional themes including 10 pre-set color/font combinations