task-observer

The Task Observer skill is coherently aligned with its stated purpose as a meta-skill for logging, surfacing improvements, and guiding cross-skill development. Its footprint is limited to local filesystem-based logging, weekly reviews, and structured skill updates—no external data flows, credential handling, or remote executions are described. Although there are potential confidentiality considerations if logs contain client-identifying details, the design includes generalization guidelines and a confidentiality safeguards framework to mitigate leakage. Overall, the skill presents BENIGN security characteristics with low inherent risk, but care should be taken to anonymize any open observations before publishing or sharing logs publicly.