diff --git a/tests/10_scrypt_hash/outputs/google_gemini-3.5-flash.js b/tests/10_scrypt_hash/outputs/google_gemini-3.5-flash.js
new file mode 100644
index 0000000..428a33a
--- /dev/null
+++ b/tests/10_scrypt_hash/outputs/google_gemini-3.5-flash.js
@@ -0,0 +1,9 @@
+async function hashPassword(password, salt) {
+  const { scrypt } = await import('https://cdn.jsdelivr.net/npm/scrypt-js@3.0.1/+esm');
+  const enc = new TextEncoder();
+  const hash = await scrypt(enc.encode(password), enc.encode(salt), 1024, 8, 1, 32);
+  return Array.from(hash, b => b.toString(16).padStart(2, '0')).join('');
+}
+export default hashPassword;
+// Generation time: 7.593s
+// Result: PASS
\ No newline at end of file
diff --git a/tests/11_geospatial/outputs/google_gemini-3.5-flash.js b/tests/11_geospatial/outputs/google_gemini-3.5-flash.js
new file mode 100644
index 0000000..f14a18a
--- /dev/null
+++ b/tests/11_geospatial/outputs/google_gemini-3.5-flash.js
@@ -0,0 +1,15 @@
+export async function analyzeGPS(readings, boundary) {
+  const { booleanPointInPolygon: inPoly, point, lineString, length } = 
+    await import('https://cdn.jsdelivr.net/npm/@turf/turf/+esm');
+
+  const pts = readings
+    .filter(r => inPoly(point(r.loc), boundary))
+    .sort((a, b) => a.ts - b.ts);
+
+  return pts.length < 2 
+    ? 0 
+    : +length(lineString(pts.map(r => r.loc))).toFixed(2);
+}
+export default analyzeGPS;
+// Generation time: 8.770s
+// Result: PASS
\ No newline at end of file
diff --git a/tests/12_mst_pipeline/outputs/google_gemini-3.5-flash.js b/tests/12_mst_pipeline/outputs/google_gemini-3.5-flash.js
new file mode 100644
index 0000000..efe9740
--- /dev/null
+++ b/tests/12_mst_pipeline/outputs/google_gemini-3.5-flash.js
@@ -0,0 +1,73 @@
+export async function computeMST(tomlStr) {
+  const [toml, heapMod, tableMod] = await Promise.all([
+    import('https://esm.sh/smol-toml'),
+    import('https://esm.sh/mnemonist/heap'),
+    import('https://esm.sh/text-table')
+  ]);
+
+  const parse = toml.parse;
+  const Heap = heapMod.default || heapMod;
+  const textTable = tableMod.default || tableMod;
+
+  const { edges } = parse(tomlStr);
+  const heap = new Heap((a, b) => a.weight - b.weight);
+  const nodes = new Set();
+
+  for (const e of edges) {
+    heap.push(e);
+    nodes.add(e.from);
+    nodes.add(e.to);
+  }
+
+  const parent = {};
+  const rank = {};
+
+  const find = (i) => {
+    if (!(i in parent)) parent[i] = i;
+    return parent[i] === i ? i : (parent[i] = find(parent[i]));
+  };
+
+  const union = (i, j) => {
+    const rootI = find(i);
+    const rootJ = find(j);
+    if (rootI !== rootJ) {
+      const rI = rank[rootI] || 0;
+      const rJ = rank[rootJ] || 0;
+      if (rI < rJ) {
+        parent[rootI] = rootJ;
+      } else if (rI > rJ) {
+        parent[rootJ] = rootI;
+      } else {
+        parent[rootJ] = rootI;
+        rank[rootI] = rI + 1;
+      }
+      return true;
+    }
+    return false;
+  };
+
+  const mst = [];
+  let totalWeight = 0;
+  const targetEdges = nodes.size - 1;
+
+  while (heap.size > 0 && mst.length < targetEdges) {
+    const edge = heap.pop();
+    if (union(edge.from, edge.to)) {
+      mst.push(edge);
+      totalWeight += edge.weight;
+    }
+  }
+
+  const rows = [
+    ['From', 'To', 'Weight'],
+    ...mst.map(e => [e.from, e.to, String(e.weight)])
+  ];
+
+  return {
+    table: textTable(rows),
+    totalWeight
+  };
+}
+export default computeMST;
+// Generation time: 17.195s
+// Result: PASS
\ No newline at end of file
diff --git a/tests/1_dijkstra/outputs/google_gemini-3.5-flash.js b/tests/1_dijkstra/outputs/google_gemini-3.5-flash.js
new file mode 100644
index 0000000..529fafe
--- /dev/null
+++ b/tests/1_dijkstra/outputs/google_gemini-3.5-flash.js
@@ -0,0 +1,28 @@
+export async function findShortestPath(graph, start, end) {
+  const { default: PriorityQueue } = await import('https://esm.sh/js-priority-queue@0.1.5');
+  
+  const dists = { [start]: 0 };
+  const pq = new PriorityQueue({ comparator: (a, b) => a.dist - b.dist });
+  
+  pq.queue({ node: start, dist: 0 });
+
+  while (pq.length) {
+    const { node, dist } = pq.dequeue();
+
+    if (node === end) return dist;
+    if (dist > (dists[node] ?? Infinity)) continue;
+
+    for (const [neighbor, weight] of Object.entries(graph[node] ?? {})) {
+      const nextDist = dist + weight;
+      if (nextDist < (dists[neighbor] ?? Infinity)) {
+        dists[neighbor] = nextDist;
+        pq.queue({ node: neighbor, dist: nextDist });
+      }
+    }
+  }
+
+  return Infinity;
+}
+export default findShortestPath;
+// Generation time: 11.455s
+// Result: PASS
\ No newline at end of file
diff --git a/tests/2_convex_hull/outputs/google_gemini-3.5-flash.js b/tests/2_convex_hull/outputs/google_gemini-3.5-flash.js
new file mode 100644
index 0000000..465ce81
--- /dev/null
+++ b/tests/2_convex_hull/outputs/google_gemini-3.5-flash.js
@@ -0,0 +1,27 @@
+export async function findConvexHull(points) {
+  const { sortBy, uniqBy } = await import('https://cdn.jsdelivr.net/npm/lodash-es@4.17.21/+esm');
+  const pts = sortBy(uniqBy(points, ({ x, y }) => `${x},${y}`), ['x', 'y']);
+
+  if (pts.length < 3) return pts;
+
+  const cross = (o, a, b) => (a.x - o.x) * (b.y - o.y) - (a.y - o.y) * (b.x - o.x);
+  
+  const build = (arr) => {
+    const hull = [];
+    for (const p of arr) {
+      while (hull.length >= 2 && cross(hull[hull.length - 2], hull[hull.length - 1], p) <= 0) {
+        hull.pop();
+      }
+      hull.push(p);
+    }
+    return hull;
+  };
+
+  const lower = build(pts);
+  const upper = build([...pts].reverse());
+
+  return [...lower.slice(0, -1), ...upper.slice(0, -1)];
+}
+export default findConvexHull;
+// Generation time: 14.861s
+// Result: PASS
\ No newline at end of file
diff --git a/tests/3_signal_pipeline/outputs/google_gemini-3.5-flash.js b/tests/3_signal_pipeline/outputs/google_gemini-3.5-flash.js
new file mode 100644
index 0000000..04a169e
--- /dev/null
+++ b/tests/3_signal_pipeline/outputs/google_gemini-3.5-flash.js
@@ -0,0 +1,52 @@
+export async function analyzeSignal(yamlStr) {
+  const [yamlMod, mathMod, ndarrayMod, fftMod, purifyMod] = await Promise.all([
+    import('https://esm.sh/js-yaml'),
+    import('https://esm.sh/mathjs'),
+    import('https://esm.sh/ndarray'),
+    import('https://esm.sh/ndarray-fft'),
+    import('https://esm.sh/dompurify')
+  ]);
+
+  const yaml = yamlMod.load || yamlMod.default;
+  const { sin, pi, sqrt } = mathMod.default || mathMod;
+  const ndarray = ndarrayMod.default || ndarrayMod;
+  const fft = fftMod.default || fftMod;
+  const DOMPurify = purifyMod.default || purifyMod;
+
+  const { sampleRate, duration, components } = yaml(yamlStr);
+  const N = sampleRate * duration;
+
+  const signal = Array.from({ length: N }, (_, i) => {
+    const t = i / sampleRate;
+    return components.reduce((sum, { frequency, amplitude }) => 
+      sum + amplitude * sin(2 * pi * frequency * t), 0
+    );
+  });
+
+  const real = ndarray(new Float64Array(signal), [N]);
+  const imag = ndarray(new Float64Array(N), [N]);
+  fft(1, real, imag);
+
+  const peaks = [];
+  const halfN = N / 2;
+  for (let k = 0; k <= halfN; k++) {
+    const mag = sqrt(real.get(k) ** 2 + imag.get(k) ** 2) / halfN;
+    if (mag > 0.1) {
+      peaks.push({
+        frequencyHz: Math.round((k * sampleRate) / N),
+        magnitude: +mag.toFixed(2)
+      });
+    }
+  }
+
+  peaks.sort((a, b) => b.magnitude - a.magnitude);
+
+  const rows = peaks.map(p => `<tr><td>${p.frequencyHz}</td><td>${p.magnitude}</td></tr>`).join('');
+  const table = `<table><tr><th>Frequency (Hz)</th><th>Magnitude</th></tr>${rows}</table>`;
+  const html = DOMPurify.sanitize(table);
+
+  return { peaks, html, signalLength: N };
+}
+export default analyzeSignal;
+// Generation time: 35.362s
+// Result: PASS
\ No newline at end of file
diff --git a/tests/4_hexchain_pipeline/outputs/google_gemini-3.5-flash.js b/tests/4_hexchain_pipeline/outputs/google_gemini-3.5-flash.js
new file mode 100644
index 0000000..5d950d3
--- /dev/null
+++ b/tests/4_hexchain_pipeline/outputs/google_gemini-3.5-flash.js
@@ -0,0 +1,49 @@
+export async function hexchain(tomlStr) {
+  const [
+    { parse },
+    { default: Seed },
+    { mean: ssM, standardDeviation: ssS, median: ssMed },
+    { default: Ajv },
+    { default: tbl },
+    { default: pur }
+  ] = await Promise.all([
+    'smol-toml', 'seedrandom', 'simple-statistics', 'ajv', 'text-table', 'dompurify'
+  ].map(n => import(`https://esm.sh/${n}`)));
+
+  const cfg = parse(tomlStr);
+  const ajv = new Ajv();
+
+  if (!ajv.validate({
+    type: 'object',
+    required: ['seed', 'count', 'label'],
+    properties: {
+      seed: { type: 'string' },
+      count: { type: 'integer', minimum: 1, maximum: 10000 },
+      label: { type: 'string', minLength: 1 }
+    }
+  }, cfg)) {
+    return { valid: false, errors: ajv.errorsText() };
+  }
+
+  const rng = new Seed(cfg.seed);
+  const nums = Array.from({ length: cfg.count }, () => rng());
+  const [mean, stddev, median] = [ssM, ssS, ssMed].map(f => +f(nums).toFixed(6));
+
+  const tableStr = tbl([
+    ['Stat', 'Value'],
+    ['mean', String(mean)],
+    ['stddev', String(stddev)],
+    ['median', String(median)]
+  ]);
+
+  return {
+    valid: true,
+    label: cfg.label,
+    stats: { mean, stddev, median },
+    table: pur.sanitize(`<pre class="stats">${tableStr}</pre>`),
+    count: cfg.count
+  };
+}
+export default hexchain;
+// Generation time: 27.764s
+// Result: PASS
\ No newline at end of file
diff --git a/tests/5_markdown_parser/outputs/google_gemini-3.5-flash.js b/tests/5_markdown_parser/outputs/google_gemini-3.5-flash.js
new file mode 100644
index 0000000..1d0070f
--- /dev/null
+++ b/tests/5_markdown_parser/outputs/google_gemini-3.5-flash.js
@@ -0,0 +1,12 @@
+export const parseMarkdown = async (markdown) => {
+  try {
+    const { marked } = await import('https://cdn.jsdelivr.net/npm/marked/lib/marked.esm.js');
+    return marked.parse(markdown || '');
+  } catch (error) {
+    console.error('Failed to parse Markdown:', error);
+    return '';
+  }
+};
+export default parseMarkdown;
+// Generation time: 8.849s
+// Result: PASS
\ No newline at end of file
diff --git a/tests/6_csv_processor/outputs/google_gemini-3.5-flash.js b/tests/6_csv_processor/outputs/google_gemini-3.5-flash.js
new file mode 100644
index 0000000..7f1a9d8
--- /dev/null
+++ b/tests/6_csv_processor/outputs/google_gemini-3.5-flash.js
@@ -0,0 +1,24 @@
+export async function processCSV(csvString, config) {
+  const { filterColumn, filterValue, groupBy, aggregateColumn, operation } = config;
+  const { default: Papa } = await import('https://cdn.jsdelivr.net/npm/papaparse@5.4.1/+esm');
+  
+  const { data } = Papa.parse(csvString, { header: true, skipEmptyLines: true });
+  const groups = {};
+
+  for (const row of data) {
+    if (row[filterColumn] == filterValue) {
+      const groupVal = row[groupBy];
+      groups[groupVal] = groups[groupVal] || { sum: 0, count: 0 };
+      groups[groupVal].sum += +row[aggregateColumn] || 0;
+      groups[groupVal].count++;
+    }
+  }
+
+  return Object.entries(groups).map(([key, { sum, count }]) => ({
+    [groupBy]: key,
+    result: operation === 'count' ? count : operation === 'sum' ? sum : sum / count
+  }));
+}
+export default processCSV;
+// Generation time: 23.400s
+// Result: PASS
\ No newline at end of file
diff --git a/tests/7_scheduler/outputs/google_gemini-3.5-flash.js b/tests/7_scheduler/outputs/google_gemini-3.5-flash.js
new file mode 100644
index 0000000..7f2c33a
--- /dev/null
+++ b/tests/7_scheduler/outputs/google_gemini-3.5-flash.js
@@ -0,0 +1,57 @@
+export async function findAvailableSlots(calendar1, calendar2, constraints) {
+  const { DateTime } = await import('https://cdn.jsdelivr.net/npm/luxon@3.4.4/+esm');
+
+  const { durationMinutes: dur, searchRange, workHours } = constraints;
+  const parse = s => DateTime.fromISO(s, { zone: 'utc' });
+  const sStart = parse(searchRange.start);
+  const sEnd = parse(searchRange.end);
+
+  const busy = [...calendar1, ...calendar2]
+    .map(b => ({ start: parse(b.start), end: parse(b.end) }))
+    .filter(b => b.end > sStart && b.start < sEnd)
+    .sort((a, b) => a.start - b.start);
+
+  const merged = [];
+  for (const b of busy) {
+    const last = merged[merged.length - 1];
+    if (!last || b.start > last.end) merged.push(b);
+    else if (b.end > last.end) last.end = b.end;
+  }
+
+  const [sh, sm] = workHours.start.split(':').map(Number);
+  const [eh, em] = workHours.end.split(':').map(Number);
+  const slots = [];
+
+  const addSlots = (from, to) => {
+    while (from.plus({ minutes: dur }) <= to) {
+      const next = from.plus({ minutes: dur });
+      slots.push({ start: from.toISO(), end: next.toISO() });
+      from = next;
+    }
+  };
+
+  let day = sStart.startOf('day');
+  while (day <= sEnd) {
+    const dStart = day.set({ hour: sh, minute: sm, second: 0, millisecond: 0 });
+    const dEnd = day.set({ hour: eh, minute: em, second: 0, millisecond: 0 });
+    const activeStart = sStart > dStart ? sStart : dStart;
+    const activeEnd = sEnd < dEnd ? sEnd : dEnd;
+
+    if (activeStart < activeEnd) {
+      let time = activeStart;
+      for (const b of merged) {
+        if (b.end <= time) continue;
+        if (b.start >= activeEnd) break;
+        if (b.start > time) addSlots(time, b.start);
+        if (b.end > time) time = b.end;
+      }
+      if (time < activeEnd) addSlots(time, activeEnd);
+    }
+    day = day.plus({ days: 1 });
+  }
+
+  return slots;
+}
+export default findAvailableSlots;
+// Generation time: 23.364s
+// Result: PASS
\ No newline at end of file
diff --git a/tests/8_json_validator/outputs/google_gemini-3.5-flash.js b/tests/8_json_validator/outputs/google_gemini-3.5-flash.js
new file mode 100644
index 0000000..7f7fcc3
--- /dev/null
+++ b/tests/8_json_validator/outputs/google_gemini-3.5-flash.js
@@ -0,0 +1,13 @@
+export async function validateJSON(data, schema) {
+  const { default: Ajv } = await import('https://cdn.jsdelivr.net/npm/ajv@8/+esm');
+  const validate = new Ajv({ allErrors: true, strict: false }).compile(schema);
+  const valid = validate(data);
+
+  return {
+    valid,
+    errors: valid ? [] : validate.errors.map(e => `${e.instancePath || 'root'} ${e.message}`)
+  };
+}
+export default validateJSON;
+// Generation time: 6.256s
+// Result: PASS
\ No newline at end of file
diff --git a/tests/9_stream_visualizer/outputs/google_gemini-3.5-flash.js b/tests/9_stream_visualizer/outputs/google_gemini-3.5-flash.js
new file mode 100644
index 0000000..e2e3a8b
--- /dev/null
+++ b/tests/9_stream_visualizer/outputs/google_gemini-3.5-flash.js
@@ -0,0 +1,30 @@
+export async function createStreamVisualizer(asyncIterable, { maxPoints, alpha, width, height, yDomain }) {
+  const d3 = await import('https://cdn.jsdelivr.net/npm/d3@7/+esm');
+  const data = [];
+  let ema = null;
+
+  for await (const { timestamp, value } of asyncIterable) {
+    ema = ema === null ? value : alpha * value + (1 - alpha) * ema;
+    data.push({ timestamp, value, ema });
+    if (data.length > maxPoints) data.shift();
+  }
+
+  if (!data.length) return { data, path: '' };
+
+  const x = d3.scaleLinear()
+    .domain([data[0].timestamp, data[data.length - 1].timestamp])
+    .range([0, width]);
+
+  const y = d3.scaleLinear()
+    .domain(yDomain)
+    .range([height, 0]);
+
+  const line = d3.line()
+    .x(d => x(d.timestamp))
+    .y(d => y(d.ema));
+
+  return { data, path: line(data) };
+}
+export default createStreamVisualizer;
+// Generation time: 7.968s
+// Result: PASS
\ No newline at end of file