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ForgeSyte is a modular AI-vision server engineered for developers who demand precision, extensibility, and absolute clarity in their tooling. Built in Python using the `uv` toolchain and designed for seamless integration with Gemini-CLI, ForgeSyte acts as a flexible vision analysis core capable of loading, executing, and orchestrating pluggable vision modules. It provides a stable schema, a clean API surface, and a plugin architecture for building automated analysis pipelines, real-time camera tools, or domain-specific vision systems.