Pensieve is an AI agent memory tool that accumulates project conventions, decisions, facts, and workflows as structured knowledge. It runs as a skill/plugin for AI coding assistants (primarily Claude), enabling semantic linking and knowledge graph formation. The system auto-aligns agent knowledge with project evolution and provides skill-based on-demand routing to minimize context usage while keeping AI agents contextually aware across sessions.