signal-detector

To capture every inbound message signal for event-driven agent workflows, use an always-on ambient capture mechanism that treats each received message as a deterministic input. This ensures comprehensive ingestion without missing context for downstream processing.

Ambient message ingestion in e2e testing fixtures is the continuous processing of inbound message events within a deterministic, fixture-scoped environment. It ensures consistent reference behavior by treating every inbound message as a comprehensive input signal.

To configure an all-inbound trigger for message capture, set up a root-level SKILL.md configuration. This establishes deterministic, fixture-scoped behavior to ensure every inbound message is comprehensively logged and forwarded.

Yes, the signal-detector skill works specifically with the OpenClaw reference fixture. It is designed to support event-driven agent workflows by providing always-on ambient capture of every inbound message within that environment.

Deterministic trigger coverage is needed for e2e testing to ensure every inbound message is treated as a consistent input signal. This prevents partial or delayed inputs, allowing downstream systems to react with complete context.

Ambient capture for message ingestion is limited to deterministic, fixture-scoped behavior and requires a root-level SKILL.md configuration. It is specifically tailored for OpenClaw reference fixture scenarios rather than general-purpose event processing.