Proactive project memory management via MemOS MCP. USE MCP TOOLS AUTOMATICALLY when: (1) Starting work - memos_search for context, (2) Completing tasks - memos_save as MILESTONE, (3) Fixing bugs - memos_save as ERROR_PATTERN, (4) Making decisions - memos_save as DECISION, (5) Encountering errors - memos_search for solutions, (6) User mentions '之前/上次/previously' - memos_search history, (7) Need to understand dependencies/causality - memos_get_graph or memos_trace_path for relationships, (8) Cube not found - memos_list_cubes to discover available cubes, (9) Need full memory details - memos_get with memory_id. Available MCP tools: memos_search, memos_search_context, memos_save, memos_list_v2, memos_get, memos_suggest, memos_list_cubes, memos_get_graph, memos_trace_path, memos_export_schema.
Proactive project memory management via MemOS MCP. USE MCP TOOLS AUTOMATICALLY when: (1) Starting work - memos_search for context, (2) Completing tasks - memos_save as MILESTONE, (3) Fixing bugs - memos_save as ERROR_PATTERN, (4) Making decisions - memos_save as DECISION, (5) Encountering errors - memos_search for solutions, (6) User mentions '之前/上次/previously' - memos_search history, (7) Need to understand dependencies/causality - memos_get_graph or memos_trace_path for relationships, (8) Cube not found - memos_list_cubes to discover available cubes, (9) Need full memory details - memos_get with memory_id. Available MCP tools: memos_search, memos_search_context, memos_save, memos_list_v2, memos_get, memos_suggest, memos_list_cubes, memos_get_graph, memos_trace_path, memos_export_schema.
Proactive project memory management via MemOS MCP. ALWAYS pass project_path parameter for correct cube routing. USE MCP TOOLS AUTOMATICALLY when: (1) Starting work - memos_search for context, (2) Completing tasks - memos_save as MILESTONE, (3) Fixing bugs - memos_save as ERROR_PATTERN, (4) Making decisions - memos_save as DECISION, (5) Encountering errors - memos_search for solutions, (6) User mentions '之前/上次/previously' - memos_search history, (7) Context compacted - memos_context_resume to recover. NEVER use mkdir or Write for memory files.