aps-filesystem-agent

Use this skill whenever an APS (production scheduling) agent needs to interact with a local filesystem-based knowledge base. Triggers include: reading or searching APS rules, loading client memory or shop floor configurations, proposing new rules to the knowledge base, updating or deprecating existing knowledge, querying decision history, rebuilding the vector index, or any task involving the aps_knowledge_base/ directory structure. Also use when the agent needs to understand what knowledge is available before making scheduling decisions, or when it wants to persist something learned in a conv