diff --git a/src/components/content-management/PracticeQuestionEditorFields.tsx b/src/components/content-management/PracticeQuestionEditorFields.tsx
index 3635961..1e0bc35 100644
--- a/src/components/content-management/PracticeQuestionEditorFields.tsx
+++ b/src/components/content-management/PracticeQuestionEditorFields.tsx
@@ -9,7 +9,13 @@ import { Check, Image as ImageIcon, Mic, Plus, Upload, X } from "lucide-react"
 import { toast } from "sonner"
 import { resolveMediaPreviewUrl } from "../../lib/practiceMedia"
 import { uploadAudioFile, uploadImageFile } from "../../api/files.api"
+import {
+  getQuestionTypeDefinitionById,
+  getQuestionTypeDefinitions,
+} from "../../api/questionTypeDefinitions.api"
+import type { QuestionTypeDefinition } from "../../types/questionTypeDefinition.types"
 import { Input } from "../ui/input"
+import { Textarea } from "../ui/textarea"
 import { Select } from "../ui/select"
 import { Button } from "../ui/button"
 import { SpinnerIcon } from "../ui/spinner-icon"
@@ -17,7 +23,7 @@ import { cn } from "../../lib/utils"
 import { ResolvedAudio } from "../media/ResolvedAudio"
 import { ResolvedImage } from "../media/ResolvedImage"
 
-export type PracticeQuestionEditorType = "MCQ" | "TRUE_FALSE" | "SHORT" | "AUDIO"
+export type PracticeQuestionEditorType = "MCQ" | "TRUE_FALSE" | "SHORT" | "AUDIO" | "DYNAMIC"
 export type PracticeQuestionEditorDifficulty = "EASY" | "MEDIUM" | "HARD"
 
 export interface PracticeQuestionOptionDraft {
@@ -32,6 +38,13 @@ const ALLOWED_AUDIO_EXTENSIONS = new Set(["mp3", "wav", "ogg", "m4a", "aac", "we
 const MAX_IMAGE_SIZE_BYTES = 10 * 1024 * 1024
 const ALLOWED_IMAGE_EXTENSIONS = new Set(["jpg", "jpeg", "png", "webp", "gif"])
 
+export interface PracticeQuestionDynamicRow {
+  id: string
+  kind: string
+  label?: string
+  required?: boolean
+}
+
 export interface PracticeQuestionEditorValue {
   questionText: string
   questionType: PracticeQuestionEditorType
@@ -46,6 +59,12 @@ export interface PracticeQuestionEditorValue {
   shortAnswer: string
   /** Stored URL or object key; same semantics as Speaking practice editor */
   imageUrl: string
+  /** When `questionType` is DYNAMIC — definition used to shape `dynamic_payload` */
+  questionTypeDefinitionId: number | null
+  dynamicStimulusRows: PracticeQuestionDynamicRow[]
+  dynamicResponseRows: PracticeQuestionDynamicRow[]
+  /** Keys `stimulus:${elementId}` and `response:${elementId}` (ids from the type definition schema) */
+  dynamicFieldValues: Record<string, string>
 }
 
 export function createEmptyPracticeQuestionDraft(): PracticeQuestionEditorValue {
@@ -67,6 +86,10 @@ export function createEmptyPracticeQuestionDraft(): PracticeQuestionEditorValue
     audioCorrectAnswerText: "",
     shortAnswer: "",
     imageUrl: "",
+    questionTypeDefinitionId: null,
+    dynamicStimulusRows: [],
+    dynamicResponseRows: [],
+    dynamicFieldValues: {},
   }
 }
 
@@ -84,6 +107,9 @@ function defaultOptionsForType(
   previousType: PracticeQuestionEditorType,
   current: PracticeQuestionOptionDraft[],
 ): PracticeQuestionOptionDraft[] {
+  if (type === "DYNAMIC") {
+    return current
+  }
   if (type === "TRUE_FALSE") {
     if (previousType === "TRUE_FALSE" && current.length >= 2) {
       return current.map((o, i) => ({
@@ -146,6 +172,18 @@ export function PracticeQuestionEditorFields({
 
   const setType = (questionType: PracticeQuestionEditorType) => {
     const options = defaultOptionsForType(questionType, value.questionType, value.options)
+    if (questionType === "DYNAMIC" || value.questionType === "DYNAMIC") {
+      onChange({
+        ...value,
+        questionType,
+        options,
+        questionTypeDefinitionId: null,
+        dynamicStimulusRows: [],
+        dynamicResponseRows: [],
+        dynamicFieldValues: {},
+      })
+      return
+    }
     onChange({ ...value, questionType, options })
   }
 
@@ -586,6 +624,92 @@ export function PracticeQuestionEditorFields({
 
   const controlsDisabled = mediaBusy
 
+  const [typeDefinitions, setTypeDefinitions] = useState<QuestionTypeDefinition[]>([])
+  const [definitionsLoading, setDefinitionsLoading] = useState(false)
+  const [definitionDetailLoading, setDefinitionDetailLoading] = useState(false)
+
+  useEffect(() => {
+    if (value.questionType !== "DYNAMIC") return
+    let cancelled = false
+    setDefinitionsLoading(true)
+    ;(async () => {
+      try {
+        const rows = await getQuestionTypeDefinitions({ include_system: true })
+        if (!cancelled) setTypeDefinitions(Array.isArray(rows) ? rows : [])
+      } catch {
+        if (!cancelled) setTypeDefinitions([])
+      } finally {
+        if (!cancelled) setDefinitionsLoading(false)
+      }
+    })()
+    return () => {
+      cancelled = true
+    }
+  }, [value.questionType])
+
+  const handleDynamicDefinitionChange = async (rawId: string) => {
+    if (!rawId) {
+      onChange({
+        ...value,
+        questionTypeDefinitionId: null,
+        dynamicStimulusRows: [],
+        dynamicResponseRows: [],
+        dynamicFieldValues: {},
+      })
+      return
+    }
+    const id = Number(rawId)
+    if (!Number.isFinite(id) || id <= 0) return
+    setDefinitionDetailLoading(true)
+    try {
+      const def = await getQuestionTypeDefinitionById(id)
+      if (!def) {
+        toast.error("Definition not found")
+        return
+      }
+      const fieldValues: Record<string, string> = { ...value.dynamicFieldValues }
+      const dynamicStimulusRows: PracticeQuestionDynamicRow[] = def.stimulus_schema.map((r) => ({
+        id: r.id,
+        kind: r.kind,
+        label: r.label,
+        required: r.required,
+      }))
+      const dynamicResponseRows: PracticeQuestionDynamicRow[] = def.response_schema.map((r) => ({
+        id: r.id,
+        kind: r.kind,
+        label: r.label,
+        required: r.required,
+      }))
+      for (const r of dynamicStimulusRows) {
+        const k = `stimulus:${r.id}`
+        if (fieldValues[k] === undefined) fieldValues[k] = ""
+      }
+      for (const r of dynamicResponseRows) {
+        const k = `response:${r.id}`
+        if (fieldValues[k] === undefined) fieldValues[k] = ""
+      }
+      onChange({
+        ...value,
+        questionTypeDefinitionId: id,
+        dynamicStimulusRows,
+        dynamicResponseRows,
+        dynamicFieldValues: fieldValues,
+      })
+    } catch (e) {
+      console.error(e)
+      toast.error("Failed to load definition details")
+    } finally {
+      setDefinitionDetailLoading(false)
+    }
+  }
+
+  const setDynamicField = (key: string, next: string) => {
+    onChange({
+      ...value,
+      dynamicFieldValues: { ...value.dynamicFieldValues, [key]: next },
+    })
+  }
+
   return (
     <>
       <div className="mt-5 space-y-5">
@@ -615,6 +739,7 @@ export function PracticeQuestionEditorFields({
               <option value="TRUE_FALSE">True/False</option>
               <option value="SHORT">Short Answer</option>
               <option value="AUDIO">Audio</option>
+              <option value="DYNAMIC">Dynamic (schema-driven)</option>
             </Select>
           </div>
           <div className="space-y-2">
@@ -644,6 +769,89 @@ export function PracticeQuestionEditorFields({
           </div>
         </div>
 
+        {value.questionType === "DYNAMIC" && (
+          <div className="space-y-5 rounded-xl border border-violet-200 bg-violet-50/50 p-4 sm:p-5">
+            <p className="text-sm leading-relaxed text-grayScale-600">
+              Pick a question type definition, then fill each stimulus/response slot. Element{" "}
+              <code className="rounded bg-white px-1 text-xs">id</code> and{" "}
+              <code className="rounded bg-white px-1 text-xs">kind</code> must match the definition schema. Use JSON
+              for object values (e.g. <code className="text-xs">{"{\"placeholder\":\"Type here\"}"}</code>).
+            </p>
+            <div className="space-y-2">
+              <label className="text-xs font-medium uppercase tracking-wider text-grayScale-500">
+                Question type definition <span className="text-red-500">*</span>
+              </label>
+              <Select
+                value={value.questionTypeDefinitionId != null ? String(value.questionTypeDefinitionId) : ""}
+                onChange={(e) => void handleDynamicDefinitionChange(e.target.value)}
+                disabled={definitionsLoading || definitionDetailLoading}
+              >
+                <option value="">{definitionsLoading ? "Loading definitions…" : "Select definition…"}</option>
+                {typeDefinitions.map((d) => (
+                  <option key={d.id} value={String(d.id)}>
+                    #{d.id} — {d.display_name} ({d.key})
+                  </option>
+                ))}
+              </Select>
+            </div>
+            {definitionDetailLoading ? (
+              <p className="text-sm font-medium text-grayScale-500">Loading schema…</p>
+            ) : null}
+            {value.dynamicStimulusRows.length > 0 ? (
+              <div className="space-y-3">
+                <p className="text-xs font-bold uppercase tracking-wide text-violet-800">Stimulus</p>
+                {value.dynamicStimulusRows.map((row) => (
+                  <div
+                    key={`stimulus-${row.id}`}
+                    className="space-y-2 rounded-lg border border-grayScale-200 bg-white p-3 shadow-sm"
+                  >
+                    <div className="flex flex-wrap items-baseline justify-between gap-2">
+                      <span className="text-sm font-semibold text-grayScale-900">{row.label || row.id}</span>
+                      <span className="text-[11px] font-mono text-grayScale-500">
+                        {row.id} · {row.kind}
+                        {row.required ? <span className="text-red-500"> *</span> : null}
+                      </span>
+                    </div>
+                    <Textarea
+                      rows={3}
+                      value={value.dynamicFieldValues[`stimulus:${row.id}`] ?? ""}
+                      onChange={(e) => setDynamicField(`stimulus:${row.id}`, e.target.value)}
+                      placeholder="URL, plain text, or JSON object"
+                      className="min-h-[72px] resize-y font-mono text-[13px]"
+                    />
+                  </div>
+                ))}
+              </div>
+            ) : null}
+            {value.dynamicResponseRows.length > 0 ? (
+              <div className="space-y-3">
+                <p className="text-xs font-bold uppercase tracking-wide text-violet-800">Response</p>
+                {value.dynamicResponseRows.map((row) => (
+                  <div
+                    key={`response-${row.id}`}
+                    className="space-y-2 rounded-lg border border-grayScale-200 bg-white p-3 shadow-sm"
+                  >
+                    <div className="flex flex-wrap items-baseline justify-between gap-2">
+                      <span className="text-sm font-semibold text-grayScale-900">{row.label || row.id}</span>
+                      <span className="text-[11px] font-mono text-grayScale-500">
+                        {row.id} · {row.kind}
+                        {row.required ? <span className="text-red-500"> *</span> : null}
+                      </span>
+                    </div>
+                    <Textarea
+                      rows={3}
+                      value={value.dynamicFieldValues[`response:${row.id}`] ?? ""}
+                      onChange={(e) => setDynamicField(`response:${row.id}`, e.target.value)}
+                      placeholder="URL, plain text, or JSON object"
+                      className="min-h-[72px] resize-y font-mono text-[13px]"
+                    />
+                  </div>
+                ))}
+              </div>
+            ) : null}
+          </div>
+        )}
+
         {value.questionType === "MCQ" && (
           <div className="space-y-3 rounded-lg bg-grayScale-50/50 p-4">
             <label className="text-xs font-medium uppercase tracking-wider text-grayScale-500">Options</label>
@@ -777,6 +985,8 @@ export function PracticeQuestionEditorFields({
           </div>
         </div>
 
+        {value.questionType !== "DYNAMIC" ? (
+          <>
         <div className="space-y-2">
           <label className="text-xs font-medium uppercase tracking-wider text-grayScale-500">Voice Prompt (Optional)</label>
           <div className="flex flex-col gap-2">
@@ -908,6 +1118,8 @@ export function PracticeQuestionEditorFields({
             ) : null}
           </div>
         </div>
+          </>
+        ) : null}
       </div>
 
       {recordingModal ? (
diff --git a/src/lib/practiceDynamicQuestionPayload.ts b/src/lib/practiceDynamicQuestionPayload.ts
new file mode 100644
index 0000000..821e636
--- /dev/null
+++ b/src/lib/practiceDynamicQuestionPayload.ts
@@ -0,0 +1,34 @@
+import type { DynamicQuestionPayload } from "../types/questionTypeDefinition.types"
+
+/** Parse a single slot value: plain string/URL, or JSON object/array when input looks like JSON. */
+export function parseDynamicSlotValue(raw: string | undefined): unknown {
+  const t = (raw ?? "").trim()
+  if (!t) return ""
+  if ((t.startsWith("{") && t.endsWith("}")) || (t.startsWith("[") && t.endsWith("]"))) {
+    try {
+      return JSON.parse(t) as unknown
+    } catch {
+      return t
+    }
+  }
+  return t
+}
+
+export function buildDynamicQuestionPayload(input: {
+  stimulusRows: { id: string; kind: string }[]
+  responseRows: { id: string; kind: string }[]
+  fieldValues: Record<string, string>
+}): DynamicQuestionPayload {
+  return {
+    stimulus: input.stimulusRows.map((row) => ({
+      id: row.id,
+      kind: row.kind,
+      value: parseDynamicSlotValue(input.fieldValues[`stimulus:${row.id}`]),
+    })),
+    response: input.responseRows.map((row) => ({
+      id: row.id,
+      kind: row.kind,
+      value: parseDynamicSlotValue(input.fieldValues[`response:${row.id}`]),
+    })),
+  }
+}
diff --git a/src/pages/content-management/AddNewLessonPage.tsx b/src/pages/content-management/AddNewLessonPage.tsx
index 1f41850..e3d29bb 100644
--- a/src/pages/content-management/AddNewLessonPage.tsx
+++ b/src/pages/content-management/AddNewLessonPage.tsx
@@ -5,6 +5,8 @@ import { toast } from "sonner"
 import { addQuestionToSet, createLesson, createQuestion } from "../../api/courses.api"
 import { uploadVideoFile } from "../../api/files.api"
 import { PracticeQuestionEditorFields } from "../../components/content-management/PracticeQuestionEditorFields"
+import type { PracticeQuestionDynamicRow } from "../../components/content-management/PracticeQuestionEditorFields"
+import { buildDynamicQuestionPayload } from "../../lib/practiceDynamicQuestionPayload"
 import { Button } from "../../components/ui/button"
 import { Card } from "../../components/ui/card"
 import { Input } from "../../components/ui/input"
@@ -12,7 +14,7 @@ import { SpinnerIcon } from "../../components/ui/spinner-icon"
 import type { QuestionOption } from "../../types/course.types"
 
 type Step = 1 | 2 | 3 | 4
-type QuestionType = "MCQ" | "TRUE_FALSE" | "SHORT" | "AUDIO"
+type QuestionType = "MCQ" | "TRUE_FALSE" | "SHORT" | "AUDIO" | "DYNAMIC"
 type DifficultyLevel = "EASY" | "MEDIUM" | "HARD"
 type ResultStatus = "success" | "error"
 
@@ -35,6 +37,10 @@ interface Question {
   audioCorrectAnswerText: string
   shortAnswers: string[]
   imageUrl: string
+  questionTypeDefinitionId: number | null
+  dynamicStimulusRows: PracticeQuestionDynamicRow[]
+  dynamicResponseRows: PracticeQuestionDynamicRow[]
+  dynamicFieldValues: Record<string, string>
 }
 
 const STEPS = [
@@ -63,6 +69,10 @@ function createEmptyQuestion(id: string): Question {
     audioCorrectAnswerText: "",
     shortAnswers: [],
     imageUrl: "",
+    questionTypeDefinitionId: null,
+    dynamicStimulusRows: [],
+    dynamicResponseRows: [],
+    dynamicFieldValues: {},
   }
 }
 
@@ -104,6 +114,7 @@ function questionTypeLabel(type: QuestionType): string {
   if (type === "TRUE_FALSE") return "True/False"
   if (type === "SHORT") return "Short Answer"
   if (type === "AUDIO") return "Audio"
+  if (type === "DYNAMIC") return "Dynamic"
   return "Multiple Choice"
 }
 
@@ -224,6 +235,39 @@ export function AddNewLessonPage() {
         for (let i = 0; i < questions.length; i++) {
           const q = questions[i]
           if (!q.questionText.trim()) continue
+
+          if (q.questionType === "DYNAMIC") {
+            if (q.questionTypeDefinitionId == null || q.questionTypeDefinitionId <= 0) {
+              toast.error(`Question ${i + 1}: select a question type definition for dynamic questions.`)
+              setSaving(false)
+              return
+            }
+            const missingStimulus = q.dynamicStimulusRows.find(
+              (row) =>
+                row.required &&
+                !(q.dynamicFieldValues[`stimulus:${row.id}`]?.trim()),
+            )
+            if (missingStimulus) {
+              toast.error(
+                `Question ${i + 1}: fill required stimulus "${missingStimulus.label || missingStimulus.id}".`,
+              )
+              setSaving(false)
+              return
+            }
+            const missingResponse = q.dynamicResponseRows.find(
+              (row) =>
+                row.required &&
+                !(q.dynamicFieldValues[`response:${row.id}`]?.trim()),
+            )
+            if (missingResponse) {
+              toast.error(
+                `Question ${i + 1}: fill required response "${missingResponse.label || missingResponse.id}".`,
+              )
+              setSaving(false)
+              return
+            }
+          }
+
           const options: QuestionOption[] =
             q.questionType === "MCQ"
               ? q.options.map((opt, idx) => ({
@@ -233,6 +277,15 @@ export function AddNewLessonPage() {
                 }))
               : []
 
+          const dynamicPayload =
+            q.questionType === "DYNAMIC" && q.questionTypeDefinitionId != null
+              ? buildDynamicQuestionPayload({
+                  stimulusRows: q.dynamicStimulusRows,
+                  responseRows: q.dynamicResponseRows,
+                  fieldValues: q.dynamicFieldValues,
+                })
+              : undefined
+
           const qRes = await createQuestion({
             question_text: q.questionText,
             question_type: q.questionType,
@@ -240,13 +293,22 @@ export function AddNewLessonPage() {
             points: q.points,
             tips: q.tips || undefined,
             explanation: q.explanation || undefined,
-            status: "PUBLISHED",
+            status,
             options: options.length > 0 ? options : undefined,
-            voice_prompt: q.voicePrompt || undefined,
-            sample_answer_voice_prompt: q.sampleAnswerVoicePrompt || undefined,
-            audio_correct_answer_text: q.audioCorrectAnswerText || undefined,
-            image_url: q.imageUrl.trim() || undefined,
-            short_answers: q.shortAnswers.length > 0 ? q.shortAnswers : undefined,
+            voice_prompt: q.questionType === "DYNAMIC" ? undefined : q.voicePrompt || undefined,
+            sample_answer_voice_prompt:
+              q.questionType === "DYNAMIC" ? undefined : q.sampleAnswerVoicePrompt || undefined,
+            audio_correct_answer_text:
+              q.questionType === "DYNAMIC" ? undefined : q.audioCorrectAnswerText || undefined,
+            image_url: q.questionType === "DYNAMIC" ? undefined : q.imageUrl.trim() || undefined,
+            short_answers:
+              q.questionType !== "DYNAMIC" && q.shortAnswers.length > 0 ? q.shortAnswers : undefined,
+            ...(q.questionType === "DYNAMIC" && q.questionTypeDefinitionId != null && dynamicPayload
+              ? {
+                  question_type_definition_id: q.questionTypeDefinitionId,
+                  dynamic_payload: dynamicPayload,
+                }
+              : {}),
           })
           const questionId = qRes.data?.data?.id
           if (questionId) {
@@ -457,6 +519,10 @@ export function AddNewLessonPage() {
                     audioCorrectAnswerText: question.audioCorrectAnswerText,
                     shortAnswer: question.shortAnswers[0] ?? "",
                     imageUrl: question.imageUrl,
+                    questionTypeDefinitionId: question.questionTypeDefinitionId,
+                    dynamicStimulusRows: question.dynamicStimulusRows,
+                    dynamicResponseRows: question.dynamicResponseRows,
+                    dynamicFieldValues: question.dynamicFieldValues,
                   }}
                   onChange={(next) =>
                     updateQuestion(question.id, {
@@ -472,6 +538,10 @@ export function AddNewLessonPage() {
                       audioCorrectAnswerText: next.audioCorrectAnswerText,
                       shortAnswers: next.shortAnswer.trim() ? [next.shortAnswer.trim()] : [],
                       imageUrl: next.imageUrl,
+                      questionTypeDefinitionId: next.questionTypeDefinitionId,
+                      dynamicStimulusRows: next.dynamicStimulusRows,
+                      dynamicResponseRows: next.dynamicResponseRows,
+                      dynamicFieldValues: next.dynamicFieldValues,
                     })
                   }
                   mediaBusy={saving}
diff --git a/src/pages/content-management/AddNewPracticePage.tsx b/src/pages/content-management/AddNewPracticePage.tsx
index ad370db..e36964a 100644
--- a/src/pages/content-management/AddNewPracticePage.tsx
+++ b/src/pages/content-management/AddNewPracticePage.tsx
@@ -25,12 +25,13 @@ import {
   addQuestionToSet,
 } from "../../api/courses.api";
 import { uploadVideoFile } from "../../api/files.api";
-import { Select } from "../../components/ui/select";
 import type { QuestionOption } from "../../types/course.types";
+import type { PracticeQuestionDynamicRow } from "../../components/content-management/PracticeQuestionEditorFields";
+import { buildDynamicQuestionPayload } from "../../lib/practiceDynamicQuestionPayload";
 
 type Step = 1 | 2 | 3 | 4 | 5;
 type ResultStatus = "success" | "error";
-type QuestionType = "MCQ" | "TRUE_FALSE" | "SHORT" | "AUDIO";
+type QuestionType = "MCQ" | "TRUE_FALSE" | "SHORT" | "AUDIO" | "DYNAMIC";
 type DifficultyLevel = "EASY" | "MEDIUM" | "HARD";
 
 interface Persona {
@@ -58,6 +59,10 @@ interface Question {
   audioCorrectAnswerText: string;
   shortAnswers: string[];
   imageUrl: string;
+  questionTypeDefinitionId: number | null;
+  dynamicStimulusRows: PracticeQuestionDynamicRow[];
+  dynamicResponseRows: PracticeQuestionDynamicRow[];
+  dynamicFieldValues: Record<string, string>;
 }
 
 const PERSONAS: Persona[] = [
@@ -231,6 +236,10 @@ function createEmptyQuestion(id: string): Question {
     audioCorrectAnswerText: "",
     shortAnswers: [],
     imageUrl: "",
+    questionTypeDefinitionId: null,
+    dynamicStimulusRows: [],
+    dynamicResponseRows: [],
+    dynamicFieldValues: {},
   };
 }
 
@@ -414,6 +423,38 @@ export function AddNewPracticePage() {
           const q = questions[i];
           if (!q.questionText.trim()) continue;
 
+          if (q.questionType === "DYNAMIC") {
+            if (q.questionTypeDefinitionId == null || q.questionTypeDefinitionId <= 0) {
+              toast.error(`Question ${i + 1}: select a question type definition for dynamic questions.`);
+              setSaving(false);
+              return;
+            }
+            const missingStimulus = q.dynamicStimulusRows.find(
+              (row) =>
+                row.required &&
+                !(q.dynamicFieldValues[`stimulus:${row.id}`]?.trim()),
+            );
+            if (missingStimulus) {
+              toast.error(
+                `Question ${i + 1}: fill required stimulus "${missingStimulus.label || missingStimulus.id}".`,
+              );
+              setSaving(false);
+              return;
+            }
+            const missingResponse = q.dynamicResponseRows.find(
+              (row) =>
+                row.required &&
+                !(q.dynamicFieldValues[`response:${row.id}`]?.trim()),
+            );
+            if (missingResponse) {
+              toast.error(
+                `Question ${i + 1}: fill required response "${missingResponse.label || missingResponse.id}".`,
+              );
+              setSaving(false);
+              return;
+            }
+          }
+
           const options: QuestionOption[] =
             q.questionType === "MCQ"
               ? q.options.map((opt, idx) => ({
@@ -423,6 +464,15 @@ export function AddNewPracticePage() {
                 }))
               : [];
 
+          const dynamicPayload =
+            q.questionType === "DYNAMIC" && q.questionTypeDefinitionId != null
+              ? buildDynamicQuestionPayload({
+                  stimulusRows: q.dynamicStimulusRows,
+                  responseRows: q.dynamicResponseRows,
+                  fieldValues: q.dynamicFieldValues,
+                })
+              : undefined;
+
           const qRes = await createQuestion({
             question_text: q.questionText,
             question_type: q.questionType,
@@ -430,14 +480,22 @@ export function AddNewPracticePage() {
             points: q.points,
             tips: q.tips || undefined,
             explanation: q.explanation || undefined,
-            status: "PUBLISHED",
+            status,
             options: options.length > 0 ? options : undefined,
-            voice_prompt: q.voicePrompt || undefined,
-            sample_answer_voice_prompt: q.sampleAnswerVoicePrompt || undefined,
-            audio_correct_answer_text: q.audioCorrectAnswerText || undefined,
-            image_url: q.imageUrl.trim() || undefined,
+            voice_prompt: q.questionType === "DYNAMIC" ? undefined : q.voicePrompt || undefined,
+            sample_answer_voice_prompt:
+              q.questionType === "DYNAMIC" ? undefined : q.sampleAnswerVoicePrompt || undefined,
+            audio_correct_answer_text:
+              q.questionType === "DYNAMIC" ? undefined : q.audioCorrectAnswerText || undefined,
+            image_url: q.questionType === "DYNAMIC" ? undefined : q.imageUrl.trim() || undefined,
             short_answers:
-              q.shortAnswers.length > 0 ? q.shortAnswers : undefined,
+              q.questionType !== "DYNAMIC" && q.shortAnswers.length > 0 ? q.shortAnswers : undefined,
+            ...(q.questionType === "DYNAMIC" && q.questionTypeDefinitionId != null && dynamicPayload
+              ? {
+                  question_type_definition_id: q.questionTypeDefinitionId,
+                  dynamic_payload: dynamicPayload,
+                }
+              : {}),
           });
 
           const questionId = qRes.data?.data?.id;
@@ -912,7 +970,7 @@ export function AddNewPracticePage() {
                 Step 3: Questions
               </h2>
               <p className="mt-1.5 max-w-3xl text-sm leading-relaxed text-grayScale-500">
-                Add MCQ, True/False, Short Answer, or Audio items. Use the full
+                Add MCQ, True/False, Short Answer, Audio, or Dynamic (schema-driven) items. Use the full
                 width for stems and options.
               </p>
             </div>
@@ -952,6 +1010,10 @@ export function AddNewPracticePage() {
                       audioCorrectAnswerText: question.audioCorrectAnswerText,
                       shortAnswer: question.shortAnswers[0] ?? "",
                       imageUrl: question.imageUrl,
+                      questionTypeDefinitionId: question.questionTypeDefinitionId,
+                      dynamicStimulusRows: question.dynamicStimulusRows,
+                      dynamicResponseRows: question.dynamicResponseRows,
+                      dynamicFieldValues: question.dynamicFieldValues,
                     }}
                     onChange={(next) => {
                       updateQuestion(question.id, {
@@ -970,6 +1032,10 @@ export function AddNewPracticePage() {
                           ? [next.shortAnswer.trim()]
                           : [],
                         imageUrl: next.imageUrl,
+                        questionTypeDefinitionId: next.questionTypeDefinitionId,
+                        dynamicStimulusRows: next.dynamicStimulusRows,
+                        dynamicResponseRows: next.dynamicResponseRows,
+                        dynamicFieldValues: next.dynamicFieldValues,
                       });
                     }}
                     mediaBusy={saving}
@@ -1180,7 +1246,9 @@ export function AddNewPracticePage() {
                                   ? "True/False"
                                   : question.questionType === "AUDIO"
                                     ? "Audio"
-                                    : "Short Answer"}
+                                    : question.questionType === "DYNAMIC"
+                                      ? "Dynamic"
+                                      : "Short Answer"}
                             </span>
                             <span className="rounded-md bg-purple-50 px-2 py-0.5 text-xs font-medium text-purple-600">
                               {question.difficultyLevel}