fix(extension): hard-fail transformer inference (no fastText fallback)#24
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Summary\n- remove silent transformer->fastText fallback in offscreen inference path\n- stop silent hf_run->builtin source fallback in offscreen; surface source/model load errors\n- clear transformer runtime cache state on transformer failures to avoid sticky rejected model promise loops\n- normalize legacy backend value 'auto' to transformer and remove 'auto' from popup/options backend selectors\n\n## Why\nTransformer failures were masked by automatic fallback, making it look like transformer was active while all inference was actually served by fastText.\n\n## Validation\n- npm run extension:typecheck\n- npm run format:check