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autorefine-skill-improvement
Karpathy's autoresearch + Hamel's Three Gulfs, applied to Claude Code skills. Iteratively improve any skill from zero evals to optimized and validated.
8stars
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Python
Quality signals
ActiveNo testsNo CIThin docsNo licenseNew
InstallSKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest surahli123/autorefine-skill-improvementAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/autorefine-skill-improvement curl -fsSL https://raw.githubusercontent.com/surahli123/autorefine-skill-improvement/main/SKILL.md -o ~/.claude/skills/autorefine-skill-improvement/SKILL.md
Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
autorefine-skill-improvement — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt