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Quick analysis now supports multiple images — \quick: true\ accepts an array (up to 5) for fast, cheap comparisons, not just single images. The single-image restriction and its error are removed; the quick default prompt was made plural-friendly.
Tool descriptions made concise — the whole tool catalog (descriptions + schemas) is down to ~3,300 characters from ~8,500: redundant Args/Returns/Examples blocks, model IDs, and security details were removed since they duplicated the parameter schema. Titles shortened. Same decision-critical guidance, ~60% less context per injection.
Description quality fixes — analyze_image now tells callers to state the comparison in the prompt when passing arrays; list_models gained explicit when-to-use guidance (finding valid model IDs when a configured model fails).
Docs — README updated: \quick\ row and mode-selection table reflect multi-image quick analysis; fallback is now documented as detailed-mode only.