feat: reduce initial question batch size for a topic to 5
When a topic's quiz bank is empty (or below the requested count), we previously seeded it with a fresh batch of 10 questions. That meant the first weekly quiz for any new topic triggered a 10-question LLM call — heavy for what's ultimately a 1-question sample for review topics, and overkill for the typical 5-question primary topic. - forceGenerateTopicQuestions default count: 10 → 5 - getOrGenerateTopicQuestions seed amount: 10 → 5 - TestManager "Generate" defaults + empty-state button copy: 10 → 5 - QUIZ_SYSTEM difficulty hint: rewritten for a 5-question batch (2 easy / 2 medium / 1 hard) with explicit "scale proportionally for larger batches" so admins can still generate 10+ via TestManager when they want more depth. Tests 61/61 pass, lint clean (0 errors), build clean. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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@@ -7,7 +7,7 @@ const QUIZ_SYSTEM = `You are a quiz generator for Respellion, an internal IT com
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You generate multiple-choice questions to test employee knowledge on specific topics.
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Always write in clear, professional English.
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Emit questions through the emit_quiz_questions tool. Each question has exactly four options; correctIndex is 0-based; mix difficulty roughly 4 easy / 4 medium / 2 hard.`;
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Emit questions through the emit_quiz_questions tool. Each question has exactly four options; correctIndex is 0-based. For a typical 5-question batch, mix difficulty roughly 2 easy / 2 medium / 1 hard; scale the ratio proportionally for larger batches.`;
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const cachedSystem = (text) => [{ type: 'text', text, cache_control: { type: 'ephemeral' } }];
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@@ -67,7 +67,7 @@ export async function getCachedQuiz(userId, weekNumber) {
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return db.getCachedQuiz(userId, weekNumber);
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}
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export async function forceGenerateTopicQuestions(topic, count = 10) {
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export async function forceGenerateTopicQuestions(topic, count = 5) {
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let bank = await db.getQuizBank(topic.id);
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const prompt = `Generate exactly ${count} multiple-choice quiz questions for this knowledge topic and emit them via the emit_quiz_questions tool:
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@@ -105,7 +105,9 @@ async function getOrGenerateTopicQuestions(topic, count) {
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let bank = await db.getQuizBank(topic.id);
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if (bank.length < count) {
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await forceGenerateTopicQuestions(topic, 10);
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// Seed an empty/low bank with a small initial batch; admins can grow it
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// explicitly via TestManager when they want more depth per topic.
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await forceGenerateTopicQuestions(topic, 5);
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bank = await db.getQuizBank(topic.id);
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}
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