Store project information in a memory slot for future tasks by specifying a meaningful memory name and content in Markdown format, using Serena's MCP server.
Analyze Python application profiling data to identify performance bottlenecks, memory leaks, and optimization opportunities using CPU, GPU, and memory metrics.
Access skill documents including scripts, reference materials, and assets. Retrieve Python files, data files, or images using pattern matching after finding relevant skills.
Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.
Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.
Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.