abdulsamed1/AI-skills-bank

This is a 12-day-old personal project with zero stars, forks, or measurable velocity. The README describes an aspirational multi-tool skill orchestration platform, but there is no evidence of working code, user adoption, or novel technical contributions. The concept—aggregating and routing capabilities across AI assistants—is directly in the wheelhouse of frontier labs (OpenAI, Anthropic, Google), who are actively building agent frameworks, tool-use systems, and multi-model orchestration. Anthropic's tool_use API, OpenAI's GPT-4 function calling, and Google's Gemini tool integration all solve adjacent problems at scale. This project appears to be a thin wrapper or attempted convenience layer around existing AI APIs rather than a novel approach to the problem. Without a working prototype, differentiated architecture, or meaningful traction, this scores at the basement level for defensibility. Frontier risk is high because the core value proposition (unified skill/tool management) is a natural feature expansion for major platform providers. This is reimplementation-grade thinking applied to a space where large players are moving faster.