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autoresearch-general
General-purpose self-improving optimization using the Karpathy autoresearch pattern. Works for any task — sales copy, outreach, prompts, content, code. Claude Code skill + standalone script.
2stars
0forks
Python
Quality signals
StaleNo testsNo CIThin docsNo licenseNew
InstallSKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest jbellsolutions/autoresearch-generalAuto-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/autoresearch-general curl -fsSL https://raw.githubusercontent.com/jbellsolutions/autoresearch-general/main/SKILL.md -o ~/.claude/skills/autoresearch-general/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.
autoresearch-general — 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