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Commit ·
710cde6
1
Parent(s): 4deab9b
support evaluating coach direct prompt
Browse files
src/app/admin/evaluations/[id]/page.tsx
CHANGED
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@@ -191,8 +191,10 @@ export default function EvaluationDetailPage({
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<div className="bg-white rounded-lg shadow p-4 mb-6">
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<div className="grid grid-cols-2 md:grid-cols-4 gap-4 text-sm">
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<div>
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<span className="text-gray-500">
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<p className="font-medium text-gray-900">
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</div>
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<div>
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<span className="text-gray-500">Model Used:</span>
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@@ -214,9 +216,26 @@ export default function EvaluationDetailPage({
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{/* Score Sections */}
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<div className="grid grid-cols-1 lg:grid-cols-3 gap-6 mb-6">
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<ScoreSection
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title=
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overall={evaluation.scores.promptDesign.overall}
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scores={[
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{
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label: 'Clarity',
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value: evaluation.scores.promptDesign.clarity,
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@@ -238,9 +257,26 @@ export default function EvaluationDetailPage({
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/>
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<ScoreSection
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title=
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overall={evaluation.scores.trainingEffectiveness.overall}
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scores={[
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{
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label: 'Challenge Level',
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value: evaluation.scores.trainingEffectiveness.challengeLevel,
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@@ -262,9 +298,22 @@ export default function EvaluationDetailPage({
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/>
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<ScoreSection
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title=
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overall={evaluation.scores.conversationQuality.overall}
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scores={[
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{
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label: 'Teacher Insights',
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value: evaluation.scores.conversationQuality.teacherInsights,
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@@ -301,7 +350,7 @@ export default function EvaluationDetailPage({
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{/* Strengths */}
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<div className="bg-white rounded-lg shadow p-6">
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<h3 className="text-lg font-semibold text-gray-900 mb-4 flex items-center gap-2">
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<span className="text-green-500">✓</span> Prompt Strengths
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</h3>
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{evaluation.feedback.strengths.length > 0 ? (
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<ul className="space-y-2">
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@@ -313,14 +362,14 @@ export default function EvaluationDetailPage({
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))}
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</ul>
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) : (
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<p className="text-gray-500 text-sm">No strengths identified</p>
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)}
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</div>
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{/* Improvement Areas */}
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<div className="bg-white rounded-lg shadow p-6">
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<h3 className="text-lg font-semibold text-gray-900 mb-4 flex items-center gap-2">
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<span className="text-yellow-500">!</span> Prompt Improvements
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</h3>
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{evaluation.feedback.improvementAreas.length > 0 ? (
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<ul className="space-y-2">
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@@ -332,7 +381,7 @@ export default function EvaluationDetailPage({
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))}
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</ul>
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) : (
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<p className="text-gray-500 text-sm">No improvement areas identified</p>
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)}
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</div>
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</div>
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@@ -340,7 +389,7 @@ export default function EvaluationDetailPage({
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{/* Prompt Suggestions */}
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<div className="bg-blue-50 border border-blue-200 rounded-lg p-6 mb-6">
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<h3 className="text-lg font-semibold text-blue-900 mb-4 flex items-center gap-2">
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<span>💡</span> Prompt Improvement Suggestions
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</h3>
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{evaluation.feedback.promptSuggestions.length > 0 ? (
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<ul className="space-y-2">
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@@ -352,7 +401,7 @@ export default function EvaluationDetailPage({
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))}
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</ul>
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) : (
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<p className="text-blue-700 text-sm">No specific suggestions</p>
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)}
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</div>
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<div className="bg-white rounded-lg shadow p-4 mb-6">
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<div className="grid grid-cols-2 md:grid-cols-4 gap-4 text-sm">
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<div>
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<span className="text-gray-500">對話類型:</span>
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<p className="font-medium text-gray-900">
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{evaluation.evaluationMode === 'coach_direct' ? '教練直接對話' : `學生對話 (${evaluation.studentPromptId})`}
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</p>
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</div>
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<div>
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<span className="text-gray-500">Model Used:</span>
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{/* Score Sections */}
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<div className="grid grid-cols-1 lg:grid-cols-3 gap-6 mb-6">
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<ScoreSection
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title={evaluation.evaluationMode === 'coach_direct' ? '教練指導品質' : 'Prompt Design'}
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overall={evaluation.scores.promptDesign.overall}
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scores={evaluation.evaluationMode === 'coach_direct' ? [
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{
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label: '指導清晰度',
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value: evaluation.scores.promptDesign.clarity,
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},
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{
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label: '回應完整度',
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value: evaluation.scores.promptDesign.completeness,
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},
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{
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label: '建議具體性',
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value: evaluation.scores.promptDesign.specificity,
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},
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{
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label: '風格一致性',
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value: evaluation.scores.promptDesign.consistency,
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},
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] : [
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{
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label: 'Clarity',
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value: evaluation.scores.promptDesign.clarity,
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/>
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<ScoreSection
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title={evaluation.evaluationMode === 'coach_direct' ? '教師學習成效' : 'Training Effectiveness'}
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overall={evaluation.scores.trainingEffectiveness.overall}
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scores={evaluation.evaluationMode === 'coach_direct' ? [
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{
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label: '洞察深度',
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value: evaluation.scores.trainingEffectiveness.challengeLevel,
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},
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{
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label: '學習機會',
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value: evaluation.scores.trainingEffectiveness.learningOpportunities,
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},
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{
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label: '實用價值',
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value: evaluation.scores.trainingEffectiveness.realisticScenarios,
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},
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{
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label: '互動深度',
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value: evaluation.scores.trainingEffectiveness.engagementDepth,
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},
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] : [
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{
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label: 'Challenge Level',
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value: evaluation.scores.trainingEffectiveness.challengeLevel,
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/>
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<ScoreSection
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title={evaluation.evaluationMode === 'coach_direct' ? '對話品質' : 'Conversation Quality'}
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overall={evaluation.scores.conversationQuality.overall}
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scores={evaluation.evaluationMode === 'coach_direct' ? [
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{
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label: '教師收穫',
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value: evaluation.scores.conversationQuality.teacherInsights,
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},
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{
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label: '對話深度',
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value: evaluation.scores.conversationQuality.interactionDepth,
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},
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{
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label: '教育價值',
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value: evaluation.scores.conversationQuality.educationalValue,
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},
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] : [
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{
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label: 'Teacher Insights',
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value: evaluation.scores.conversationQuality.teacherInsights,
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{/* Strengths */}
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<div className="bg-white rounded-lg shadow p-6">
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<h3 className="text-lg font-semibold text-gray-900 mb-4 flex items-center gap-2">
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<span className="text-green-500">✓</span> {evaluation.evaluationMode === 'coach_direct' ? '教練優點' : 'Prompt Strengths'}
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</h3>
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{evaluation.feedback.strengths.length > 0 ? (
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<ul className="space-y-2">
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))}
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</ul>
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) : (
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<p className="text-gray-500 text-sm">{evaluation.evaluationMode === 'coach_direct' ? '無明確優點' : 'No strengths identified'}</p>
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)}
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</div>
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{/* Improvement Areas */}
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<div className="bg-white rounded-lg shadow p-6">
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<h3 className="text-lg font-semibold text-gray-900 mb-4 flex items-center gap-2">
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<span className="text-yellow-500">!</span> {evaluation.evaluationMode === 'coach_direct' ? '教練改進空間' : 'Prompt Improvements'}
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</h3>
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{evaluation.feedback.improvementAreas.length > 0 ? (
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<ul className="space-y-2">
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))}
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</ul>
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) : (
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<p className="text-gray-500 text-sm">{evaluation.evaluationMode === 'coach_direct' ? '無明確改進建議' : 'No improvement areas identified'}</p>
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)}
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</div>
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</div>
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{/* Prompt Suggestions */}
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<div className="bg-blue-50 border border-blue-200 rounded-lg p-6 mb-6">
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<h3 className="text-lg font-semibold text-blue-900 mb-4 flex items-center gap-2">
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<span>💡</span> {evaluation.evaluationMode === 'coach_direct' ? '教練提示改進建議' : 'Prompt Improvement Suggestions'}
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</h3>
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{evaluation.feedback.promptSuggestions.length > 0 ? (
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<ul className="space-y-2">
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))}
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</ul>
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) : (
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<p className="text-blue-700 text-sm">{evaluation.evaluationMode === 'coach_direct' ? '無具體建議' : 'No specific suggestions'}</p>
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)}
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</div>
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src/lib/repositories/evaluation-repository.ts
CHANGED
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conversationId: row.conversationId,
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studentPromptId: row.studentPromptId || undefined,
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evaluationType: row.evaluationType as Evaluation['evaluationType'],
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modelUsed: row.modelUsed,
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evaluatedAt: row.evaluatedAt,
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evaluatedBy: row.evaluatedBy || undefined,
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conversationId: row.conversationId,
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studentPromptId: row.studentPromptId || undefined,
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evaluationType: row.evaluationType as Evaluation['evaluationType'],
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evaluationMode: row.studentPromptId === 'coach_direct' ? 'coach_direct' : 'student',
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modelUsed: row.modelUsed,
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evaluatedAt: row.evaluatedAt,
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evaluatedBy: row.evaluatedBy || undefined,
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src/lib/services/evaluation-service.ts
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const EVALUATION_MODEL = process.env.MODEL_NAME || 'gpt-4o-mini';
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const EVALUATION_SYSTEM_PROMPT = `你是一位專業的社會情緒學習(SEL)教師培訓應用程式評估專家。
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你的目標是評估**教師在對話中的體驗**,以便提示工程師改進學生提示。
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private formatConversationForEvaluation(
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conversation: Conversation,
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messages: Message[]
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): string {
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const formattedMessages = messages
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.filter((m) => m.role !== 'system')
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.map((m) => {
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return `${speaker}: ${m.content}`;
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})
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.join('\n');
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}
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}
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// Get the system prompt from the conversation
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const systemPrompt =
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conversation.systemPrompt || '(No system prompt available)';
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// Format conversation for evaluation
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const formattedConversation = this.formatConversationForEvaluation(
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conversation,
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messages
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);
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// Build the user prompt
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const userPrompt =
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學生系統提示:
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${systemPrompt}
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請評估此對話並以 JSON 格式返回你的評估結果。`;
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console.log(
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`[Evaluation] Evaluating conversation ${conversationId} with ${messages.length} messages`
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);
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try {
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// Call the AI model
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const { text } = await generateText({
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model: openai(EVALUATION_MODEL),
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system:
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prompt: userPrompt,
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temperature: 0.3, // Lower temperature for more consistent results
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});
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const EVALUATION_MODEL = process.env.MODEL_NAME || 'gpt-4o-mini';
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// Evaluation prompt for coach-direct conversations (no student involved)
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const COACH_DIRECT_EVALUATION_SYSTEM_PROMPT = `你是一位專業的社會情緒學習(SEL)教練輔導評估專家。
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你的目標是評估**教練與教師之間的直接對話品質**,以便改進教練系統的輔導效能。
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你將會收到:
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1. 教練系統提示 - 定義教練角色的提示文字
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2. 教師與 AI 教練之間的對話
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**重要說明:這是直接的教練-教師對話,沒有學生角色參與。**
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**重要評估原則:**
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- 以教師體驗為核心:教師在這次諮詢後感覺如何?有獲得幫助嗎?
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- 即使教練提示設計良好,如果對話品質差,整體評分也應該低
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- 如果教師輸入無意義內容(如隨機數字、亂碼),在 rationale 中註明並給予低分
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| 36 |
+
請評估以下維度(評分 1-5 分,1=差,5=優秀):
|
| 37 |
+
|
| 38 |
+
1. 教練指導品質(權重 50%)
|
| 39 |
+
- 指導清晰度:教練的建議是否清楚且可執行?
|
| 40 |
+
- 回應完整度:教練是否充分回應教師的疑問和需求?
|
| 41 |
+
- 建議具體性:教練是否提供具體、實用的建議?
|
| 42 |
+
- 風格一致性:教練是否保持支持性、一致的溝通風格?
|
| 43 |
+
|
| 44 |
+
2. 教師學習成效(權重 50%)
|
| 45 |
+
- 洞察深度:教師是否獲得有意義的洞察?
|
| 46 |
+
- 學習機會:對話是否創造了學習和成長的機會?
|
| 47 |
+
- 實用價值:教練的建議是否能應用於實際教學情境?
|
| 48 |
+
- 互動深度:教師是否有實質性地參與對話?
|
| 49 |
+
|
| 50 |
+
3. 對話品質
|
| 51 |
+
- 教師收穫:教師是否從對話中有所收穫?
|
| 52 |
+
- 對話深度:對話是否有實質性內容?
|
| 53 |
+
- 教育價值:對話是否具有教育價值?
|
| 54 |
+
|
| 55 |
+
**整體評分計算:**
|
| 56 |
+
overallScore = 0.5 × coachingQuality.overall + 0.5 × teacherLearning.overall
|
| 57 |
+
|
| 58 |
+
**低分情況(應給 1-2 分):**
|
| 59 |
+
- 教師輸入無意義內容(隨機數字、單字、亂碼)
|
| 60 |
+
- 對話過短或缺乏實質互動
|
| 61 |
+
- 教師明顯沒有認真參與
|
| 62 |
+
|
| 63 |
+
請以繁體中文回應,並返回以下 JSON 結構:
|
| 64 |
+
|
| 65 |
+
{
|
| 66 |
+
"teacherEngagement": {
|
| 67 |
+
"level": "<high|medium|low|none - 教師參與程度>",
|
| 68 |
+
"warning": "<如果 level 是 low 或 none,說明為什麼教師沒有認真參與,否則為空字串>"
|
| 69 |
+
},
|
| 70 |
+
"promptDesign": {
|
| 71 |
+
"clarity": <數字 1-5 - 指導清晰度>,
|
| 72 |
+
"completeness": <數字 1-5 - 回應完整度>,
|
| 73 |
+
"specificity": <數字 1-5 - 建議具體性>,
|
| 74 |
+
"consistency": <數字 1-5 - 風格一致性>,
|
| 75 |
+
"overall": <數字 1-5>,
|
| 76 |
+
"rationale": "<教練指導品質說明>"
|
| 77 |
+
},
|
| 78 |
+
"trainingEffectiveness": {
|
| 79 |
+
"challengeLevel": <數字 1-5 - 洞察深度>,
|
| 80 |
+
"learningOpportunities": <數字 1-5 - 學習機會>,
|
| 81 |
+
"realisticScenarios": <數字 1-5 - 實用價值>,
|
| 82 |
+
"engagementDepth": <數字 1-5 - 互動深度>,
|
| 83 |
+
"overall": <數字 1-5>,
|
| 84 |
+
"rationale": "<教師學習成效說明>"
|
| 85 |
+
},
|
| 86 |
+
"conversationQuality": {
|
| 87 |
+
"teacherInsights": <數字 1-5 - 教師收穫>,
|
| 88 |
+
"interactionDepth": <數字 1-5 - 對話深度>,
|
| 89 |
+
"educationalValue": <數字 1-5 - 教育價值>,
|
| 90 |
+
"overall": <數字 1-5>,
|
| 91 |
+
"rationale": "<對話品質說明>"
|
| 92 |
+
},
|
| 93 |
+
"overallScore": <數字 1-5,按權重計算>,
|
| 94 |
+
"strengths": ["<教練的優點>"],
|
| 95 |
+
"improvementAreas": ["<教練需要改進的地方>"],
|
| 96 |
+
"promptSuggestions": ["<具體的教練提示修改建議>"]
|
| 97 |
+
}
|
| 98 |
+
|
| 99 |
+
**teacherEngagement.level 判斷標準:**
|
| 100 |
+
- "high": 教師積極參與,提出有意義的問題和回應
|
| 101 |
+
- "medium": 教師有參與但互動較淺
|
| 102 |
+
- "low": 教師參與度低,回應簡短或缺乏深度
|
| 103 |
+
- "none": 教師輸入無意義內容(隨機數字、亂碼、測試文字)
|
| 104 |
+
|
| 105 |
+
只返回有效的 JSON,不要其他文字。`;
|
| 106 |
+
|
| 107 |
+
// Evaluation prompt for student conversations (with simulated student)
|
| 108 |
const EVALUATION_SYSTEM_PROMPT = `你是一位專業的社會情緒學習(SEL)教師培訓應用程式評估專家。
|
| 109 |
你的目標是評估**教師在對話中的體驗**,以便提示工程師改進學生提示。
|
| 110 |
|
|
|
|
| 230 |
|
| 231 |
private formatConversationForEvaluation(
|
| 232 |
conversation: Conversation,
|
| 233 |
+
messages: Message[],
|
| 234 |
+
isCoachDirect: boolean = false
|
| 235 |
): string {
|
| 236 |
const formattedMessages = messages
|
| 237 |
.filter((m) => m.role !== 'system')
|
| 238 |
.map((m) => {
|
| 239 |
+
let speaker: string;
|
| 240 |
+
if (isCoachDirect) {
|
| 241 |
+
// For coach-direct: only 老師 and 教練
|
| 242 |
+
speaker = m.role === 'user' ? '老師' : '教練';
|
| 243 |
+
} else {
|
| 244 |
+
// For student conversations: 老師, 學生, 教練
|
| 245 |
+
speaker =
|
| 246 |
+
m.role === 'user'
|
| 247 |
+
? '老師'
|
| 248 |
+
: m.speaker === 'student'
|
| 249 |
+
? '學生'
|
| 250 |
+
: '教練';
|
| 251 |
+
}
|
| 252 |
return `${speaker}: ${m.content}`;
|
| 253 |
})
|
| 254 |
.join('\n');
|
|
|
|
| 316 |
}
|
| 317 |
}
|
| 318 |
|
| 319 |
+
// Detect conversation type
|
| 320 |
+
const isCoachDirect = conversation.studentPromptId === 'coach_direct';
|
| 321 |
+
|
| 322 |
// Get the system prompt from the conversation
|
| 323 |
const systemPrompt =
|
| 324 |
conversation.systemPrompt || '(No system prompt available)';
|
|
|
|
| 326 |
// Format conversation for evaluation
|
| 327 |
const formattedConversation = this.formatConversationForEvaluation(
|
| 328 |
conversation,
|
| 329 |
+
messages,
|
| 330 |
+
isCoachDirect
|
| 331 |
);
|
| 332 |
|
| 333 |
+
// Build the user prompt based on conversation type
|
| 334 |
+
const userPrompt = isCoachDirect
|
| 335 |
+
? `
|
| 336 |
+
教練系統提示:
|
| 337 |
+
${systemPrompt}
|
| 338 |
+
|
| 339 |
+
對話內容(共 ${messages.length} 則訊息):
|
| 340 |
+
${formattedConversation}
|
| 341 |
+
|
| 342 |
+
請評估此教練-教師對話並以 JSON 格式返回你的評估結果。`
|
| 343 |
+
: `
|
| 344 |
學生系統提示:
|
| 345 |
${systemPrompt}
|
| 346 |
|
|
|
|
| 349 |
|
| 350 |
請評估此對話並以 JSON 格式返回你的評估結果。`;
|
| 351 |
|
| 352 |
+
// Select the appropriate evaluation system prompt
|
| 353 |
+
const evaluationSystemPrompt = isCoachDirect
|
| 354 |
+
? COACH_DIRECT_EVALUATION_SYSTEM_PROMPT
|
| 355 |
+
: EVALUATION_SYSTEM_PROMPT;
|
| 356 |
+
|
| 357 |
console.log(
|
| 358 |
+
`[Evaluation] Evaluating conversation ${conversationId} with ${messages.length} messages (mode: ${isCoachDirect ? 'coach_direct' : 'student'})`
|
| 359 |
);
|
| 360 |
|
| 361 |
try {
|
| 362 |
// Call the AI model
|
| 363 |
const { text } = await generateText({
|
| 364 |
model: openai(EVALUATION_MODEL),
|
| 365 |
+
system: evaluationSystemPrompt,
|
| 366 |
prompt: userPrompt,
|
| 367 |
temperature: 0.3, // Lower temperature for more consistent results
|
| 368 |
});
|
src/lib/types/models.ts
CHANGED
|
@@ -126,6 +126,7 @@ export interface Evaluation {
|
|
| 126 |
conversationId: string;
|
| 127 |
studentPromptId?: string;
|
| 128 |
evaluationType: EvaluationType;
|
|
|
|
| 129 |
modelUsed: string;
|
| 130 |
evaluatedAt: string;
|
| 131 |
evaluatedBy?: string;
|
|
|
|
| 126 |
conversationId: string;
|
| 127 |
studentPromptId?: string;
|
| 128 |
evaluationType: EvaluationType;
|
| 129 |
+
evaluationMode?: 'student' | 'coach_direct';
|
| 130 |
modelUsed: string;
|
| 131 |
evaluatedAt: string;
|
| 132 |
evaluatedBy?: string;
|