A lightweight collector/sidecar that could be deployed close to the target (monitored) system, to collect metrics, traces, and logs.
If you want to debug or develop SkyWalking Satellite, The following documentations would guide you.
A review of Apache SkyWalking community work in 2025, with a focus on BanyanDB becoming the production-grade native storage for SkyWalking.