Ralph is an autonomous AI agent loop that runs repeatedly until all PRD items are complete.
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Accessibility-first browser & computer use for AI agents — one MCP server for every harness (Codex, Claude Code, OpenCode, Antigravity). Instruments the DOM/accessibility tree via CDP instead of screenshot loops: diffed snapshots, stable element refs, trusted input, typed errors. Zero dependencies
- agentic-automation
- ai-agents
- browser-automation
- browser-use
Pixel-art diorama playbook and Three.js code kit: research-first build workflow, locked camera, palette snap, ordered dither, inked contour, animated toy-scale cast, per-entity frame QA.
McReplay（麦回放）— Structural snapshots, change reports, and local MCP replay for McDonald's China integrations.
The AI-native browser automation library. Snapshot + ref targeting — born from OpenClaw, built for agents, by agents.