Building a Self-Improving Plugin for OpenClaw

This is a submission for the OpenClaw Writing Challenge The creator of OpenClaw, Peter Steinberger, shared an “aha” moment he had with the agent. In the early days, OpenClaw only supported text input, but one day he sent a voice note without thinking. The agent wasn’t supposed to understand audio, yet it replied. His reaction was simple: “How the f*ck did it do that?” The agent explained that it received a file it didn’t recognize, inspected the file header, and discovered it was an Opus audio f