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Found 4 Skills
Turn a promising ML/AI research idea into a precise algorithm or method design before implementation. Use this skill whenever the user has an idea or project direction and wants to design the actual method, objective, architecture, inference procedure, assumptions, failure modes, ablations, implementation handoff, or method section plan before coding or experiment design.
Design algorithms with LaTeX pseudocode and UML diagrams. Generate algorithmic environments, Mermaid class/sequence diagrams, and ensure consistency between pseudocode and implementation. Use when formalizing methods for a paper.
Design and document statistical algorithms with pseudocode and complexity analysis
The architect in the dev group. Works interactively with the user to design GraphiCode flows, states, and algorithms — the connection layer (SSOT) and module blueprints.