What problem does it solve? Understanding an unfamiliar TouchDesigner network requires manually expanding .toe files, reading raw node and parameter files, and cross-referencing hundreds of operator types. This Skill automates that workflow by expanding and parsing the network in one call, then grounding every explanation in the official operator knowledge base. ## Core Features & Use Cases - One-Call Network Expansion: Uses expand_toe_file to parse a .toe/.tox into a structured map of operators, non-default parameters, and connections. - KB-Grounded Explanations: Looks up any of 640 TouchDesigner 2025 operators and their parameters via get_operator_info, get_parameter_detail, and hybrid_search instead of guessing. - Performance & Pattern Analysis: Identifies GPU/CPU bottlenecks, recognizes common patterns (audio-reactive, generative, 3D rendering), and corroborates findings against mined real-world network patterns. - Use Case: A user inherits a legacy .toe project and asks "what does this network do?" — the Skill expands the file, traces sources through transformations to outputs, and returns a plain-English pipeline summary with optimization recommendations. ## Quick Start Analyze the attached project.toe file and explain what the network does, including any performance bottlenecks.
