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Manifest Generator leverages advanced semantic analysis to analyze codebases and documentation, automatically producing detailed capability manifests for AI skills and Model Context Protocol (MCP) servers. By inferring preconditions, effects, technical domains, and complex relationships from raw descriptions and implementations, it drastically reduces the manual effort required to bootstrap orchestration systems. This skill ensures consistency across large tool libraries, validates output against standardized schemas, and helps developers maintain alignment between their documentation and actual code behavior.
