redraw the figure on follow-ups that only change the numbers; add a local fake OpenAI server
"What if 6 were 4?" has no shape word, so the diagram hint never went next to it and the tutor would answer without a new figure. When the previous user question in the conversation had one, a soft hint (redraw only if this continues that problem) and the same catalog sections now go along. tools/fake_openai.py stands in for GapGPT locally so the whole tutor path can be exercised without credit: 12 scripted answers across grades 6-12 went through streaming, block splitting, repair, storage, history and rendering in the real chat screen. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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@@ -20,3 +20,4 @@ staticfiles/
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# دیتابیسِ فایلیِ تستها (config/settings.py → DATABASES.TEST)
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.test-db.sqlite3*
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tools/fake_openai_requests.jsonl
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