Query handling: You pose questions against the knowledge network. The AI locates relevant pages, processes them, and synthesizes responses with citations. Answers may take various forms depending on the query—markdown pages, comparison matrices, presentation decks (Marp), visualizations (matplotlib), interactive canvases. Critical insight: valuable responses can be archived back into the repository as new pages. Requested comparisons, analytical outputs, discovered connections—these represent meaningful contributions that shouldn't vanish into conversation history. Thus your explorations accumulate in the knowledge base similarly to integrated sources.
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