Nick Roth rothnic

autoexp — Autonomous Experimentation Loop

Generalized from Karpathy's autoresearch. Same loop, any domain.

The Idea

An AI agent runs an infinite hill-climbing loop: modify → run → measure → keep or revert → repeat. No human in the loop. Wake up to a TSV of completed experiments.

	# OpenClaw Implementation Prompts

	Each prompt below is a self-contained brief you can hand to an AI coding assistant (or use as a project spec) to build that use case from scratch. Adapt the specific services to whatever you already use — the patterns are what matter.

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	## 1) Personal CRM Intelligence

	```
	Build me a personal CRM system that automatically tracks everyone I interact with, with smart filtering so it only adds real people — not newsletters, bots, or cold outreach.

	#!/usr/bin/env bun
	/**
	* ============================================================
	* PROOF: Anthropic is specifically blocking "OpenCode"
	* in Claude Code OAuth system prompts
	* ============================================================
	*
	* Video covering this script here: https://www.youtube.com/watch?v=G9YX6StP2-M
	*
	* This script demonstrates that Anthropic has specifically blocked

	(function () {
	// Bootstrap provided getPosition uses offsetWidth and offsetHeight to calculate
	// the positioning of the tooltip. SVG Elements do not have this property because
	// SVG does not layout elements, it assumes elements are always positioned.
	// This replaces their implementation for SVG elements, and utilizes getBoundingClientRect.
	var getPosition = $.fn.tooltip.Constructor.prototype.getPosition;
	$.fn.tooltip.Constructor.prototype.getPosition = function (inside) {
	var svgParent = this.$element.parents('svg');
	// Only apply to SVG children
	// Test for iOS 3/BlackBerry