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night-loop: cycle 00:27 — judged=59cdaeca7f55 · fired 3 →; FIRED idx=13/16 id=f585b9cfcaea title=Agent Abrams — Reaction Time Trainer; FIRED idx=14/16 id=ce24cf987953 title=Designer Wallcoverings — Swatch Memory Match; FIRED idx=15/16 id=f2e21f2299c9 title=Agent Abrams — Cost Savings Ticker

827e96b72cbff4ee2f9316569ca7b1f45ca57606 · 2026-07-25 00:27:10 -0700 · Steve Abrams

Files touched

Diff

commit 827e96b72cbff4ee2f9316569ca7b1f45ca57606
Author: Steve Abrams <steve@designerwallcoverings.com>
Date:   Sat Jul 25 00:27:10 2026 -0700

    night-loop: cycle 00:27 — judged=59cdaeca7f55 · fired 3 →; FIRED idx=13/16  id=f585b9cfcaea  title=Agent Abrams — Reaction Time Trainer; FIRED idx=14/16  id=ce24cf987953  title=Designer Wallcoverings — Swatch Memory Match; FIRED idx=15/16  id=f2e21f2299c9  title=Agent Abrams — Cost Savings Ticker
---
 data/artifacts/3e0621c46e86/claude-code.html       |  362 +++++++
 data/artifacts/3e0621c46e86/claude-code.png        |  Bin 0 -> 462524 bytes
 data/artifacts/3e0621c46e86/gemma3-12b.html        |  126 +++
 data/artifacts/3e0621c46e86/gemma3-12b.png         |  Bin 0 -> 59636 bytes
 data/artifacts/3e0621c46e86/gpt.html               |  400 +++++++
 data/artifacts/3e0621c46e86/gpt.png                |  Bin 0 -> 536706 bytes
 data/artifacts/3e0621c46e86/grok.html              |  352 +++++++
 data/artifacts/3e0621c46e86/grok.png               |  Bin 0 -> 375647 bytes
 data/artifacts/3e0621c46e86/hermes3-8b.html        |  128 +++
 data/artifacts/3e0621c46e86/hermes3-8b.png         |  Bin 0 -> 17406 bytes
 data/artifacts/3e0621c46e86/hf-qwen-coder-32b.html |   86 ++
 data/artifacts/3e0621c46e86/hf-qwen-coder-32b.png  |  Bin 0 -> 6515 bytes
 data/artifacts/3e0621c46e86/kimi.html              |  259 +++++
 data/artifacts/3e0621c46e86/kimi.png               |  Bin 0 -> 427959 bytes
 data/artifacts/3e0621c46e86/qwen25-7b.html         |   90 ++
 data/artifacts/3e0621c46e86/qwen25-7b.png          |  Bin 0 -> 22573 bytes
 data/artifacts/3e0621c46e86/qwen3-14b.html         |  118 +++
 data/artifacts/3e0621c46e86/qwen3-14b.png          |  Bin 0 -> 7526 bytes
 data/artifacts/43bda69f7b6d/claude-code.html       |  437 ++++++++
 data/artifacts/43bda69f7b6d/claude-code.png        |  Bin 0 -> 228327 bytes
 data/artifacts/43bda69f7b6d/gemma3-12b.html        |  244 +++++
 data/artifacts/43bda69f7b6d/gemma3-12b.png         |  Bin 0 -> 11127 bytes
 data/artifacts/43bda69f7b6d/gpt.html               |  808 +++++++++++++++
 data/artifacts/43bda69f7b6d/gpt.png                |  Bin 0 -> 153022 bytes
 data/artifacts/43bda69f7b6d/grok.html              |  532 ++++++++++
 data/artifacts/43bda69f7b6d/grok.png               |  Bin 0 -> 91078 bytes
 data/artifacts/43bda69f7b6d/hermes3-8b.html        |  150 +++
 data/artifacts/43bda69f7b6d/hermes3-8b.png         |  Bin 0 -> 8991 bytes
 data/artifacts/43bda69f7b6d/hf-qwen-coder-32b.html |  155 +++
 data/artifacts/43bda69f7b6d/hf-qwen-coder-32b.png  |  Bin 0 -> 20851 bytes
 data/artifacts/43bda69f7b6d/kimi.html              |  241 +++++
 data/artifacts/43bda69f7b6d/kimi.png               |  Bin 0 -> 57369 bytes
 data/artifacts/43bda69f7b6d/qwen25-7b.html         |  151 +++
 data/artifacts/43bda69f7b6d/qwen25-7b.png          |  Bin 0 -> 26303 bytes
 data/artifacts/43bda69f7b6d/qwen3-14b.html         |  187 ++++
 data/artifacts/43bda69f7b6d/qwen3-14b.png          |  Bin 0 -> 8029 bytes
 data/artifacts/af8e73a5e23e/claude-code.html       |  508 +++++++++
 data/artifacts/af8e73a5e23e/claude-code.png        |  Bin 0 -> 148367 bytes
 data/artifacts/af8e73a5e23e/gemma3-12b.html        |   92 ++
 data/artifacts/af8e73a5e23e/gemma3-12b.png         |  Bin 0 -> 29258 bytes
 data/artifacts/af8e73a5e23e/gpt.html               | 1086 ++++++++++++++++++++
 data/artifacts/af8e73a5e23e/gpt.png                |  Bin 0 -> 346520 bytes
 data/artifacts/af8e73a5e23e/grok.html              |  591 +++++++++++
 data/artifacts/af8e73a5e23e/grok.png               |  Bin 0 -> 145483 bytes
 data/artifacts/af8e73a5e23e/hermes3-8b.html        |  130 +++
 data/artifacts/af8e73a5e23e/hermes3-8b.png         |  Bin 0 -> 24320 bytes
 data/artifacts/af8e73a5e23e/hf-qwen-coder-32b.html |  131 +++
 data/artifacts/af8e73a5e23e/hf-qwen-coder-32b.png  |  Bin 0 -> 27305 bytes
 data/artifacts/af8e73a5e23e/kimi.html              |  512 +++++++++
 data/artifacts/af8e73a5e23e/kimi.png               |  Bin 0 -> 27877 bytes
 data/artifacts/af8e73a5e23e/qwen25-7b.html         |   91 ++
 data/artifacts/af8e73a5e23e/qwen25-7b.png          |  Bin 0 -> 23747 bytes
 data/artifacts/af8e73a5e23e/qwen3-14b.html         |  193 ++++
 data/artifacts/af8e73a5e23e/qwen3-14b.png          |  Bin 0 -> 26627 bytes
 data/challenges.json                               |  672 +++++++++++-
 data/costlog.jsonl                                 |    9 +
 idea-run/.dw-aa-pointer                            |    2 +-
 57 files changed, 8793 insertions(+), 50 deletions(-)

diff --git a/data/artifacts/3e0621c46e86/claude-code.html b/data/artifacts/3e0621c46e86/claude-code.html
new file mode 100644
index 0000000..e871b69
--- /dev/null
+++ b/data/artifacts/3e0621c46e86/claude-code.html
@@ -0,0 +1,362 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Damask Kaleidoscope</title>
+<style>
+  html, body {
+    margin: 0; padding: 0; height: 100%; overflow: hidden;
+    background: #0a0908; cursor: crosshair;
+  }
+  #stage { display: block; width: 100vw; height: 100vh; }
+  #hint {
+    position: fixed; left: 50%; bottom: 22px; transform: translateX(-50%);
+    font-family: "Baskerville", "Playfair Display", Georgia, serif;
+    letter-spacing: .28em; text-transform: uppercase;
+    font-size: 11px; color: rgba(230,214,190,.55);
+    pointer-events: none; user-select: none;
+    text-align: center; transition: opacity 1.2s ease;
+    text-shadow: 0 0 12px rgba(0,0,0,.8);
+  }
+  #title {
+    position: fixed; left: 50%; top: 26px; transform: translateX(-50%);
+    font-family: "Baskerville", "Playfair Display", Georgia, serif;
+    letter-spacing: .5em; text-transform: uppercase;
+    font-size: 13px; color: rgba(230,214,190,.5);
+    pointer-events: none; user-select: none;
+    text-shadow: 0 0 16px rgba(0,0,0,.9);
+  }
+  #pal {
+    position: fixed; right: 20px; top: 24px;
+    font-family: "Baskerville", Georgia, serif;
+    letter-spacing: .2em; text-transform: uppercase;
+    font-size: 10px; color: rgba(230,214,190,.4);
+    pointer-events: none; user-select: none;
+    transition: opacity .6s ease;
+  }
+</style>
+</head>
+<body>
+<canvas id="stage"></canvas>
+<div id="title">Damask Kaleidoscope</div>
+<div id="pal">Gold · Charcoal · Blush</div>
+<div id="hint">Move to warp &nbsp;·&nbsp; Click to shift the palette</div>
+
+<script>
+(function () {
+  "use strict";
+
+  const stage = document.getElementById("stage");
+  const ctx = stage.getContext("2d", { alpha: false });
+  const hint = document.getElementById("hint");
+  const palLabel = document.getElementById("pal");
+
+  // Offscreen wedge buffer — we render one slice, then mirror/rotate it.
+  const wedge = document.createElement("canvas");
+  const wctx = wedge.getContext("2d");
+
+  let W = 0, H = 0, CX = 0, CY = 0, R = 0, DPR = 1;
+
+  const SEGMENTS = 12;           // mirrored wedges around the circle
+  const WEDGE_ANGLE = (Math.PI * 2) / SEGMENTS;
+
+  // ---- Palettes: gold / charcoal / blush luxury families -----------------
+  const PALETTES = [
+    { name: "Gold · Charcoal · Blush",
+      bg: "#100d0b",
+      ink: ["#c9a24b", "#e7c874", "#8a6d2f", "#f3ddab"],
+      accent: "#d98c8c", deep: "#1c1815" },
+    { name: "Rose · Ember · Cream",
+      bg: "#130b0c",
+      ink: ["#e2a6a0", "#c9736c", "#f4d9c4", "#a8524d"],
+      accent: "#e7c874", deep: "#231416" },
+    { name: "Onyx · Champagne",
+      bg: "#0c0c0e",
+      ink: ["#d8d2c2", "#b7 ".trim() + "a06a", "#eee7d4", "#7d7466"],
+      accent: "#c9a24b", deep: "#17171b" },
+    { name: "Blush · Platinum",
+      bg: "#161014",
+      ink: ["#f0ccd2", "#c78 fa".replace(" ",""), "#e9e2dd", "#b56b7d"],
+      accent: "#cbb27a", deep: "#241a20" },
+    { name: "Verdigris · Gilt",
+      bg: "#0b0f0d",
+      ink: ["#7fb0a1", "#c9a24b", "#d7e3d8", "#3f6b5e"],
+      accent: "#e7c874", deep: "#12201b" }
+  ];
+  // sanitize any accidental spaces in hex
+  PALETTES.forEach(p => p.ink = p.ink.map(c => c.replace(/\s+/g, "")));
+
+  let palIdx = 0;
+  let pal = PALETTES[0];
+  // color-crossfade state
+  let fadeFrom = 0, fadeTo = 0, fadeT = 1;
+
+  // ---- Interaction state --------------------------------------------------
+  let mx = 0.5, my = 0.5;        // target normalized mouse
+  let wx = 0.5, wy = 0.5;        // eased warp position
+  let spin = 0, spinVel = 0.0016;
+  let t = 0;
+
+  function resize() {
+    DPR = Math.min(window.devicePixelRatio || 1, 2);
+    W = window.innerWidth; H = window.innerHeight;
+    stage.width = W * DPR; stage.height = H * DPR;
+    stage.style.width = W + "px"; stage.style.height = H + "px";
+    ctx.setTransform(DPR, 0, 0, DPR, 0, 0);
+    CX = W / 2; CY = H / 2;
+    R = Math.hypot(W, H) * 0.62;
+
+    const ws = Math.ceil(R);
+    wedge.width = ws; wedge.height = ws;
+  }
+  window.addEventListener("resize", resize);
+  resize();
+
+  // Mouse / touch
+  function pointer(e) {
+    const p = e.touches ? e.touches[0] : e;
+    mx = p.clientX / W; my = p.clientY / H;
+    hint.style.opacity = "0";
+  }
+  window.addEventListener("mousemove", pointer);
+  window.addEventListener("touchmove", pointer, { passive: true });
+
+  function cyclePalette() {
+    fadeFrom = palIdx;
+    palIdx = (palIdx + 1) % PALETTES.length;
+    fadeTo = palIdx;
+    fadeT = 0;
+    palLabel.textContent = PALETTES[palIdx].name;
+    palLabel.style.opacity = "0.85";
+    setTimeout(() => palLabel.style.opacity = "0.4", 900);
+    // give it a little kick of rotation on click
+    spinVel += (Math.random() - 0.5) * 0.004;
+  }
+  window.addEventListener("mousedown", cyclePalette);
+  window.addEventListener("touchstart", (e) => { cyclePalette(); }, { passive: true });
+
+  // ---- Color helpers ------------------------------------------------------
+  function hexToRgb(h) {
+    h = h.replace("#", "");
+    if (h.length === 3) h = h.split("").map(c => c + c).join("");
+    const n = parseInt(h, 16);
+    return [(n >> 16) & 255, (n >> 8) & 255, n & 255];
+  }
+  function mix(a, b, k) {
+    const A = hexToRgb(a), B = hexToRgb(b);
+    return "rgb(" +
+      Math.round(A[0] + (B[0] - A[0]) * k) + "," +
+      Math.round(A[1] + (B[1] - A[1]) * k) + "," +
+      Math.round(A[2] + (B[2] - A[2]) * k) + ")";
+  }
+  function rgba(hex, a) {
+    const c = hexToRgb(hex);
+    return "rgba(" + c[0] + "," + c[1] + "," + c[2] + "," + a + ")";
+  }
+  // current interpolated palette
+  function curPal() {
+    const A = PALETTES[fadeFrom], B = PALETTES[fadeTo], k = fadeT;
+    return {
+      bg: mix(A.bg, B.bg, k),
+      deep: mix(A.deep, B.deep, k),
+      accent: mix(A.accent, B.accent, k),
+      ink: A.ink.map((c, i) => mix(c, B.ink[i], k))
+    };
+  }
+
+  // ---- Damask motif drawn inside the wedge buffer ------------------------
+  // Draws an ornate, morphing scroll/leaf damask into the wedge canvas.
+  function drawWedge(P, warp, phase) {
+    const s = wedge.width;
+    wctx.setTransform(1, 0, 0, 1, 0, 0);
+    wctx.clearRect(0, 0, s, s);
+
+    // Origin at top-left (wedge apex = kaleidoscope center)
+    wctx.save();
+    wctx.translate(0, 0);
+
+    // number of motif rings along the radius
+    const rings = 5;
+    const warpAmp = 0.55 + warp * 0.9;   // mouse-driven distortion
+    const breath = 0.5 + 0.5 * Math.sin(phase * 0.7);
+
+    for (let ring = 1; ring <= rings; ring++) {
+      const baseR = (ring / (rings + 0.4)) * s;
+      const inkCol = P.ink[(ring + Math.floor(phase)) % P.ink.length];
+      // motifs per ring grows outward
+      const count = ring + 2;
+      for (let i = 0; i < count; i++) {
+        const frac = (i + 0.5) / count;
+        // angle within wedge, warped by mouse position
+        let ang = frac * WEDGE_ANGLE * 0.5;
+        ang += Math.sin(phase * 0.8 + ring * 1.3 + i) * 0.06 * warpAmp;
+
+        const rr = baseR * (1 + 0.05 * Math.sin(phase + ring * 0.9 + i * 2));
+        const px = Math.cos(ang) * rr;
+        const py = Math.sin(ang) * rr;
+
+        const scale = (s / (rings * 2.1)) *
+                      (0.55 + 0.6 * (ring / rings)) *
+                      (0.85 + 0.3 * breath);
+
+        wctx.save();
+        wctx.translate(px, py);
+        wctx.rotate(ang + Math.PI / 2 + Math.sin(phase * 0.5 + ring) * 0.25 * warpAmp);
+        wctx.scale(scale / 100, scale / 100);
+
+        drawMotif(inkCol, P.accent, warpAmp, phase + ring + i, ring / rings);
+        wctx.restore();
+      }
+    }
+
+    // central filigree near the apex
+    wctx.save();
+    wctx.translate(s * 0.02, s * 0.02);
+    wctx.rotate(phase * 0.2);
+    wctx.scale(s / 320, s / 320);
+    drawMotif(P.ink[0], P.accent, warpAmp, phase, 0.2);
+    wctx.restore();
+
+    wctx.restore();
+  }
+
+  // A single damask leaf/scroll unit, drawn around local origin (~100u scale).
+  function drawMotif(ink, accent, warp, ph, depth) {
+    const w = wctx;
+    const wobble = Math.sin(ph) * 6 * (0.6 + warp * 0.6);
+    const grd = w.createRadialGradient(0, -20, 4, 0, 0, 70);
+    grd.addColorStop(0, rgba(accent, 0.85));
+    grd.addColorStop(0.4, ink);
+    grd.addColorStop(1, rgba(ink, 0.05));
+    w.fillStyle = grd;
+    w.strokeStyle = rgba(accent, 0.5);
+    w.lineWidth = 2.2;
+
+    // symmetric leaf/urn silhouette using bezier curves
+    w.beginPath();
+    w.moveTo(0, -62 - wobble);
+    w.bezierCurveTo(46 + wobble, -46, 40, 6, 12, 34);
+    w.bezierCurveTo(30, 40, 34, 66, 0, 78);
+    w.bezierCurveTo(-34, 66, -30, 40, -12, 34);
+    w.bezierCurveTo(-40, 6, -46 - wobble, -46, 0, -62 - wobble);
+    w.closePath();
+    w.fill();
+    w.stroke();
+
+    // inner curl — the classic damask scroll
+    w.beginPath();
+    w.strokeStyle = rgba(accent, 0.7);
+    w.lineWidth = 1.6;
+    w.moveTo(0, -30);
+    w.bezierCurveTo(18, -20, 16, 4, 0, 12);
+    w.bezierCurveTo(-14, 6, -14, -14, 0, -30);
+    w.stroke();
+
+    // seed dots
+    w.fillStyle = rgba(accent, 0.9);
+    for (let k = -1; k <= 1; k++) {
+      w.beginPath();
+      w.arc(k * 10, 48, 3.2, 0, Math.PI * 2);
+      w.fill();
+    }
+    // outward tendrils
+    w.strokeStyle = rgba(ink, 0.8);
+    w.lineWidth = 1.2;
+    w.beginPath();
+    w.moveTo(0, 78);
+    w.quadraticCurveTo(22, 92, 8 + wobble, 108);
+    w.moveTo(0, 78);
+    w.quadraticCurveTo(-22, 92, -8 - wobble, 108);
+    w.stroke();
+  }
+
+  // ---- Main render loop ---------------------------------------------------
+  function frame() {
+    t += 1;
+    const phase = t * 0.012;
+
+    // ease warp toward mouse
+    wx += (mx - wx) * 0.06;
+    wy += (my - wy) * 0.06;
+    const warp = Math.hypot(wx - 0.5, wy - 0.5) * 2; // 0..~1.4
+
+    // rotation driven by horizontal mouse + inertia
+    spinVel += ((wx - 0.5) * 0.004 - spinVel) * 0.02;
+    spinVel *= 0.995;
+    spin += spinVel + 0.0009;
+
+    // palette crossfade
+    if (fadeT < 1) fadeT = Math.min(1, fadeT + 0.02);
+    const P = curPal();
+
+    // render the wedge motif this frame
+    drawWedge(P, warp, phase);
+
+    // background wash with slight vertical drift
+    const bg = ctx.createRadialGradient(CX, CY, 0, CX, CY, R);
+    bg.addColorStop(0, P.deep);
+    bg.addColorStop(1, P.bg);
+    ctx.fillStyle = bg;
+    ctx.fillRect(0, 0, W, H);
+
+    // tilt center slightly toward mouse for parallax life
+    const ox = CX + (wx - 0.5) * 40;
+    const oy = CY + (wy - 0.5) * 40;
+
+    ctx.save();
+    ctx.translate(ox, oy);
+    ctx.rotate(spin);
+    ctx.globalCompositeOperation = "lighter";
+
+    // draw the mirrored kaleidoscope
+    for (let i = 0; i < SEGMENTS; i++) {
+      ctx.save();
+      ctx.rotate(i * WEDGE_ANGLE);
+      // mirror every other wedge for true kaleidoscope symmetry
+      if (i % 2 === 1) ctx.scale(1, -1);
+
+      // clip to wedge triangle so slices tile cleanly
+      ctx.beginPath();
+      ctx.moveTo(0, 0);
+      ctx.lineTo(Math.cos(-WEDGE_ANGLE / 2) * R, Math.sin(-WEDGE_ANGLE / 2) * R);
+      ctx.lineTo(Math.cos(WEDGE_ANGLE / 2) * R, Math.sin(WEDGE_ANGLE / 2) * R);
+      ctx.closePath();
+      ctx.clip();
+
+      // orient the wedge buffer to point along +x
+      ctx.rotate(-WEDGE_ANGLE / 2);
+      ctx.globalAlpha = 0.9;
+      ctx.drawImage(wedge, 0, 0);
+      ctx.restore();
+    }
+    ctx.restore();
+
+    // central medallion glow
+    const glow = ctx.createRadialGradient(ox, oy, 0, ox, oy, R * 0.28);
+    glow.addColorStop(0, rgba(P.accent, 0.28));
+    glow.addColorStop(0.5, rgba(P.ink[0], 0.06));
+    glow.addColorStop(1, "rgba(0,0,0,0)");
+    ctx.globalCompositeOperation = "lighter";
+    ctx.fillStyle = glow;
+    ctx.beginPath();
+    ctx.arc(ox, oy, R * 0.28, 0, Math.PI * 2);
+    ctx.fill();
+    ctx.globalCompositeOperation = "source-over";
+
+    // vignette for depth
+    const vig = ctx.createRadialGradient(CX, CY, R * 0.35, CX, CY, R * 0.72);
+    vig.addColorStop(0, "rgba(0,0,0,0)");
+    vig.addColorStop(1, "rgba(0,0,0,0.72)");
+    ctx.fillStyle = vig;
+    ctx.fillRect(0, 0, W, H);
+
+    requestAnimationFrame(frame);
+  }
+
+  palLabel.textContent = PALETTES[0].name;
+  requestAnimationFrame(frame);
+})();
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/3e0621c46e86/claude-code.png b/data/artifacts/3e0621c46e86/claude-code.png
new file mode 100644
index 0000000..01137c0
Binary files /dev/null and b/data/artifacts/3e0621c46e86/claude-code.png differ
diff --git a/data/artifacts/3e0621c46e86/gemma3-12b.html b/data/artifacts/3e0621c46e86/gemma3-12b.html
new file mode 100644
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--- /dev/null
+++ b/data/artifacts/3e0621c46e86/gemma3-12b.html
@@ -0,0 +1,126 @@
+<!DOCTYPE html>
+<html>
+<head>
+<title>Damask Kaleidoscope</title>
+<style>
+body { margin: 0; overflow: hidden; background-color: #222; }
+canvas { display: block; }
+</style>
+</head>
+<body>
+<canvas id="damaskCanvas"></canvas>
+
+<script>
+const canvas = document.getElementById('damaskCanvas');
+const ctx = canvas.getContext('2d');
+
+let width = window.innerWidth;
+let height = window.innerHeight;
+
+canvas.width = width;
+canvas.height = height;
+
+let centerX, centerY;
+
+let angle = 0;
+let mouseAngle = 0;
+let mouseStrength = 0;
+
+const palette1 = ['#D4AF37', '#36454F', '#E9967A']; // Gold, Charcoal, Blush
+const palette2 = ['#81B29A', '#263238', '#FFD166']; // Teal, Dark Gray, Light Yellow
+const palette3 = ['#BF40BF', '#5F6E78', '#F08080']; // Violet, Slate Grey, Coral
+
+let currentPalette = palette1;
+
+function updateDimensions() {
+    width = window.innerWidth;
+    height = window.innerHeight;
+    canvas.width = width;
+    canvas.height = height;
+    centerX = width / 2;
+    centerY = height / 2;
+}
+
+
+function drawDamask(angle, mouseAngle, mouseStrength) {
+    ctx.clearRect(0, 0, width, height);
+
+    let numRings = 12; // Adjust for detail/performance
+    for (let ring = 0; ring < numRings; ring++) {
+        const radius = (ring + 1) * 30;
+        for (let i = 0; i < 360; i += 8) { // Smaller increments for more detail
+
+            const x = centerX + Math.cos(i * Math.PI / 180 + angle + mouseAngle) * radius;
+            const y = centerY + Math.sin(i * Math.PI / 180 + angle + mouseAngle) * radius;
+
+            // Apply mouse warp - more intense further out
+            const warpedX = x + (mouseStrength * Math.cos(i * Math.PI / 180 + mouseAngle)) * ring/numRings ;
+            const warpedY = y + (mouseStrength * Math.sin(i * Math.PI / 180 + mouseAngle)) * ring/numRings;
+
+
+            let colorIndex = i % currentPalette.length;
+            ctx.fillStyle = currentPalette[colorIndex];
+
+            // Simple damask shape - adjust parameters for different looks
+            ctx.beginPath();
+            ctx.moveTo(warpedX, warpedY);
+            ctx.lineTo(warpedX + 5 * Math.cos((i+45) * Math.PI / 180), warpedY + 5 * Math.sin((i+45) * Math.PI/180));
+            ctx.lineTo(warpedX + 10 * Math.cos((i+90) * Math.PI / 180), warpedY + 10 * Math.sin((i+90) * Math.PI/180));
+            ctx.closePath();
+            ctx.fill();
+
+        }
+    }
+
+    //Central element - simpler for clarity and performance
+    ctx.fillStyle = currentPalette[0]; // Gold by default
+    ctx.beginPath();
+    ctx.arc(centerX, centerY, 50, 0, Math.PI * 2);
+    ctx.fill();
+}
+
+
+let lastTime = 0;
+
+function animate(currentTime) {
+    requestAnimationFrame(animate);
+
+    const deltaTime = (currentTime - lastTime) / 1000;
+    lastTime = currentTime;
+
+    angle += 0.02 * deltaTime; // Adjust for speed
+
+    mouseStrength = Math.min(Math.max(mouseStrength, 0), 0.5); //Limit mouse effect strength
+
+
+
+    drawDamask(angle, mouseAngle, mouseStrength);
+}
+
+
+canvas.addEventListener('mousemove', (e) => {
+    const rect = canvas.getBoundingClientRect();
+    mouseAngle = Math.atan2(e.clientY - rect.top - centerY, e.clientX - rect.left - centerX) + Math.PI; // Angle relative to center
+    // mouseStrength increases with distance from the centre
+    mouseStrength = (Math.sqrt(Math.pow(e.clientX - centerX, 2) + Math.pow(e.clientY - centerY, 2)) / (width/2));
+
+});
+
+canvas.addEventListener('click', () => {
+    if (currentPalette === palette1) {
+        currentPalette = palette2;
+    } else if (currentPalette === palette2) {
+        currentPalette = palette3;
+    } else {
+        currentPalette = palette1;
+    }
+});
+
+
+window.addEventListener('resize', updateDimensions);
+updateDimensions();
+requestAnimationFrame(animate);
+
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/3e0621c46e86/gemma3-12b.png b/data/artifacts/3e0621c46e86/gemma3-12b.png
new file mode 100644
index 0000000..b2c6e31
Binary files /dev/null and b/data/artifacts/3e0621c46e86/gemma3-12b.png differ
diff --git a/data/artifacts/3e0621c46e86/gpt.html b/data/artifacts/3e0621c46e86/gpt.html
new file mode 100644
index 0000000..a7f3a82
--- /dev/null
+++ b/data/artifacts/3e0621c46e86/gpt.html
@@ -0,0 +1,400 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<title>Damask Kaleidoscope</title>
+<style>
+html, body {
+  margin: 0;
+  padding: 0;
+  height: 100%;
+  background: #111;
+  overflow: hidden;
+  font-family: system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
+}
+body {
+  display: flex;
+  align-items: stretch;
+  justify-content: center;
+  background: radial-gradient(circle at top, #2a262b 0%, #090809 40%, #020203 100%);
+}
+#wrap {
+  position: relative;
+  width: 100vw;
+  height: 100vh;
+  overflow: hidden;
+}
+canvas {
+  position: absolute;
+  inset: 0;
+  width: 100%;
+  height: 100%;
+  display: block;
+}
+#overlay {
+  position: absolute;
+  inset: 0;
+  pointer-events: none;
+  background:
+    radial-gradient(circle at 20% 0%, rgba(255, 255, 255, 0.08), transparent 55%),
+    radial-gradient(circle at 80% 100%, rgba(0, 0, 0, 0.8), transparent 60%);
+  mix-blend-mode: soft-light;
+}
+#vignette {
+  position: absolute;
+  inset: 0;
+  pointer-events: none;
+  background: radial-gradient(circle at center, transparent 0%, rgba(0,0,0,0.1) 60%, rgba(0,0,0,0.7) 100%);
+}
+#hint {
+  position: absolute;
+  left: 50%;
+  bottom: 24px;
+  transform: translateX(-50%);
+  padding: 6px 12px 7px;
+  border-radius: 999px;
+  font-size: 11px;
+  letter-spacing: 0.12em;
+  text-transform: uppercase;
+  color: rgba(255,255,255,0.7);
+  background: rgba(10,10,10,0.7);
+  border: 1px solid rgba(255,255,255,0.08);
+  backdrop-filter: blur(10px);
+  -webkit-backdrop-filter: blur(10px);
+  pointer-events: none;
+  white-space: nowrap;
+}
+#hint::before, #hint::after {
+  content: "•";
+  margin: 0 8px;
+  opacity: 0.6;
+}
+</style>
+</head>
+<body>
+<div id="wrap">
+  <canvas id="c"></canvas>
+  <div id="overlay"></div>
+  <div id="vignette"></div>
+  <div id="hint">Move to warp symmetry · Click to change palette</div>
+</div>
+<script>
+(function(){
+  const canvas = document.getElementById('c');
+  const ctx = canvas.getContext('2d');
+  let w=0,h=0,scale=1;
+  function resize(){
+    const dpr = window.devicePixelRatio || 1;
+    w = canvas.clientWidth;
+    h = canvas.clientHeight;
+    canvas.width = w * dpr;
+    canvas.height = h * dpr;
+    ctx.setTransform(dpr,0,0,dpr,0,0);
+    scale = Math.min(w,h);
+  }
+  window.addEventListener('resize', resize);
+  resize();
+
+  const palettes = [
+    {
+      name: "Regal Gold",
+      bg: "#151217",
+      base: "#1f1922",
+      colors: ["#f9e0a3","#f6d48d","#fddcae","#f3b94b","#c79b58"],
+      accent: "#f8f1dd"
+    },
+    {
+      name: "Charcoal Embers",
+      bg: "#050509",
+      base: "#16131b",
+      colors: ["#f8f0d0","#f3c38a","#f29d74","#f57152","#f8e3c0"],
+      accent: "#ffdccc"
+    },
+    {
+      name: "Blush Gold",
+      bg: "#190f15",
+      base: "#23141d",
+      colors: ["#fbe3df","#f6c0c0","#f2a2b4","#f8d49b","#f5e0cc"],
+      accent: "#ffecec"
+    }
+  ];
+  let paletteIndex = 0;
+  let palette = palettes[paletteIndex];
+
+  let mouseX = 0.5, mouseY = 0.5;
+  let targetMX = 0.5, targetMY = 0.5;
+
+  window.addEventListener('mousemove', e=>{
+    const rect = canvas.getBoundingClientRect();
+    targetMX = (e.clientX - rect.left)/rect.width;
+    targetMY = (e.clientY - rect.top)/rect.height;
+  });
+
+  window.addEventListener('touchmove', e=>{
+    const t = e.touches[0];
+    const rect = canvas.getBoundingClientRect();
+    targetMX = (t.clientX - rect.left)/rect.width;
+    targetMY = (t.clientY - rect.top)/rect.height;
+  }, {passive:true});
+
+  window.addEventListener('click', ()=>{
+    paletteIndex = (paletteIndex + 1) % palettes.length;
+    palette = palettes[paletteIndex];
+  });
+
+  function rand(seed){
+    return (Math.sin(seed*127.1 + Math.cos(seed*311.7)*43758.5453) * 43758.5453) % 1;
+  }
+
+  function linterp(a,b,t){return a+(b-a)*t;}
+  function clamp(v,a,b){return v<a?a:v>b?b:v;}
+
+  function drawDamaskTile(t){
+    const tileR = scale*0.5;
+    ctx.save();
+    ctx.translate(w/2, h/2);
+    const baseRot = t*0.03;
+    ctx.rotate(baseRot);
+    const layers = 6;
+    for(let i=0;i<layers;i++){
+      const layerT = i/(layers-1||1);
+      const radius = linterp(tileR*0.12, tileR*0.8, Math.pow(layerT,0.9));
+      const petalCount = 6 + i*2;
+      const angleOffset = t*0.08*(i%2===0?1:-1) + mouseX*0.6;
+      const lineAlpha = linterp(0.12,0.05,layerT);
+      const lw = linterp(1.9,0.6,layerT);
+      const glow = linterp(0.2,0.7,layerT);
+      ctx.save();
+      ctx.rotate(angleOffset);
+      for(let p=0;p<petalCount;p++){
+        const a = p*Math.PI*2/petalCount;
+        ctx.save();
+        ctx.rotate(a);
+        ctx.translate(0, radius);
+        const seed = i*23 + p*17;
+        const curveT = (Math.sin(t*0.002 + seed)+1)/2;
+        const sway = (rand(seed)-0.5)*0.9;
+        const bulge = linterp(0.25,0.8,curveT);
+        const len = linterp(radius*0.1, radius*0.6, 1-layerT);
+        const spread = linterp(Math.PI*0.08, Math.PI*0.4, layerT);
+        const colIdx = (i + Math.floor(p/2)) % palette.colors.length;
+        const strokeCol = palette.colors[colIdx];
+
+        ctx.beginPath();
+        ctx.moveTo(0,0);
+        ctx.bezierCurveTo(
+          -len*0.25, -len*bulge*0.35,
+          -len*0.25, -len*bulge*0.8,
+          0, -len
+        );
+        ctx.bezierCurveTo(
+          len*0.25, -len*bulge*0.8,
+          len*0.25, -len*bulge*0.35,
+          0, 0
+        );
+        ctx.globalAlpha = lineAlpha;
+        ctx.lineWidth = lw;
+        ctx.strokeStyle = strokeCol;
+        ctx.shadowColor = strokeCol;
+        ctx.shadowBlur = scale*0.03*glow;
+        ctx.stroke();
+
+        const lobes = 3;
+        for(let k=1;k<=lobes;k++){
+          const kk = k/(lobes+1);
+          const bubbleR = len*0.13*linterp(1.2,0.5,kk);
+          const ang = (kk-0.5)*spread + sway*0.2;
+          const dist = len*kk;
+          ctx.save();
+          ctx.rotate(ang);
+          ctx.translate(0,-dist);
+          const grad = ctx.createRadialGradient(0,0,0,0,0,bubbleR);
+          const base = palette.colors[(colIdx+1)%palette.colors.length];
+          grad.addColorStop(0, palette.accent);
+          grad.addColorStop(0.5, base);
+          grad.addColorStop(1, "rgba(0,0,0,0)");
+          ctx.globalAlpha = lineAlpha*1.2;
+          ctx.fillStyle = grad;
+          ctx.beginPath();
+          ctx.arc(0,0,bubbleR,0,Math.PI*2);
+          ctx.fill();
+          ctx.restore();
+        }
+
+        if(i===0 && p%2===0){
+          const curlR = len*0.7;
+          ctx.save();
+          ctx.translate(0,-len*0.4);
+          ctx.rotate(Math.PI/2 + sway*0.5);
+          ctx.beginPath();
+          const turns = 2.0;
+          const seg = 24;
+          for(let s=0;s<=seg;s++){
+            const tt = s/seg;
+            const ang2 = tt*turns*Math.PI*2;
+            const rr = curlR*(1-tt*0.7);
+            const x = Math.cos(ang2)*rr*0.3;
+            const y = Math.sin(ang2)*rr*0.3;
+            if(s===0) ctx.moveTo(x,y);
+            else ctx.lineTo(x,y);
+          }
+          ctx.globalAlpha = lineAlpha*0.6;
+          ctx.lineWidth = lw*0.7;
+          ctx.strokeStyle = strokeCol;
+          ctx.shadowBlur = scale*0.015;
+          ctx.stroke();
+          ctx.restore();
+        }
+        ctx.restore();
+      }
+      ctx.restore();
+    }
+
+    const filigreeRings = 4;
+    for(let r=0;r<filigreeRings;r++){
+      const rt = (r+1)/(filigreeRings+1);
+      const rr = linterp(tileR*0.18,tileR*0.95,rt);
+      const teeth = 32 + r*16;
+      ctx.save();
+      ctx.rotate(-t*0.025*(r%2?1:-1) + mouseY*0.5);
+      for(let i=0;i<teeth;i++){
+        const a = i*Math.PI*2/teeth;
+        ctx.save();
+        ctx.rotate(a);
+        ctx.translate(0, rr);
+        const len = tileR*0.04;
+        ctx.globalAlpha = 0.08;
+        ctx.lineWidth = 1;
+        ctx.strokeStyle = palette.accent;
+        ctx.beginPath();
+        ctx.moveTo(0,0);
+        ctx.lineTo(0,-len);
+        ctx.stroke();
+        ctx.restore();
+      }
+      ctx.restore();
+    }
+
+    const grad = ctx.createRadialGradient(0,0,0,0,0,tileR*0.3);
+    grad.addColorStop(0,"rgba(255,255,255,0.45)");
+    grad.addColorStop(0.6,"rgba(255,255,255,0.12)");
+    grad.addColorStop(1,"rgba(0,0,0,0)");
+    ctx.globalAlpha = 0.6;
+    ctx.fillStyle = grad;
+    ctx.beginPath();
+    ctx.arc(0,0,tileR*0.4,0,Math.PI*2);
+    ctx.fill();
+
+    ctx.restore();
+  }
+
+  function draw(t){
+    const time = t*0.001;
+
+    mouseX += (targetMX - mouseX)*0.08;
+    mouseY += (targetMY - mouseY)*0.08;
+
+    ctx.globalCompositeOperation = "source-over";
+    ctx.fillStyle = palette.bg;
+    ctx.fillRect(0,0,w,h);
+
+    const gradBG = ctx.createRadialGradient(
+      w*0.25, h*0.1, scale*0.1,
+      w*0.8, h*0.95, scale
+    );
+    gradBG.addColorStop(0, palette.base);
+    gradBG.addColorStop(0.5, palette.bg);
+    gradBG.addColorStop(1, "#050307");
+    ctx.globalAlpha = 1;
+    ctx.fillStyle = gradBG;
+    ctx.fillRect(0,0,w,h);
+
+    const maxDim = Math.max(w,h);
+    const tileSize = maxDim*0.7;
+    const cols = 3;
+    const rows = 3;
+    const offsetX = tileSize * (0.4 + mouseX*0.4);
+    const offsetY = tileSize * (0.4 + mouseY*0.4);
+
+    ctx.save();
+    ctx.translate(
+      w/2 - offsetX,
+      h/2 - offsetY
+    );
+
+    for(let iy=-1; iy<=1; iy++){
+      for(let ix=-1; ix<=1; ix++){
+        const cx = ix*tileSize;
+        const cy = iy*tileSize;
+        ctx.save();
+        ctx.translate(cx, cy);
+
+        const kx = (ix+1)*0.35 + mouseX*0.6;
+        const ky = (iy+1)*0.35 + mouseY*0.6;
+        const wobble = Math.sin(time*0.8 + (ix+iy)*1.3)*0.15;
+        const angle = (kx-ky)*0.8 + wobble;
+
+        ctx.save();
+        ctx.translate(tileSize/2, tileSize/2);
+
+        const mx = (mouseX-0.5)*2;
+        const my = (mouseY-0.5)*2;
+        const shearX = mx*0.3;
+        const shearY = my*0.3;
+        ctx.transform(1,shearY,shearX,1,0,0);
+
+        const scaleJitter = 1 + Math.sin(time*0.5 + ix*0.7 + iy*0.9)*0.03;
+        ctx.scale(scaleJitter,scaleJitter);
+
+        const mirrorModes = [
+          {sx:1,  sy:1},
+          {sx:-1, sy:1},
+          {sx:1,  sy:-1},
+          {sx:-1, sy:-1}
+        ];
+        for(let m=0;m<mirrorModes.length;m++){
+          ctx.save();
+          ctx.scale(mirrorModes[m].sx, mirrorModes[m].sy);
+          ctx.rotate(angle + m*(Math.PI/2));
+          drawDamaskTile(time + (ix+1)*0.6 + (iy+1)*0.4 + m*0.2);
+          ctx.restore();
+        }
+
+        ctx.restore();
+        ctx.restore();
+      }
+    }
+
+    ctx.restore();
+
+    ctx.globalCompositeOperation = "soft-light";
+    ctx.globalAlpha = 0.4;
+    const sheenGrad = ctx.createLinearGradient(0,0,w,h);
+    sheenGrad.addColorStop(0, "rgba(255,255,255,0.25)");
+    sheenGrad.addColorStop(0.2,"rgba(255,255,255,0.0)");
+    sheenGrad.addColorStop(0.8,"rgba(0,0,0,0.6)");
+    sheenGrad.addColorStop(1,"rgba(255,255,255,0.25)");
+    ctx.fillStyle = sheenGrad;
+    ctx.fillRect(0,0,w,h);
+
+    ctx.globalCompositeOperation = "lighter";
+    ctx.globalAlpha = 0.12;
+    const glowG = ctx.createRadialGradient(
+      w*(0.4+mouseX*0.2),
+      h*(0.2+mouseY*0.4),
+      0,
+      w/2,h/2,scale*0.9
+    );
+    glowG.addColorStop(0, "rgba(255,255,255,0.7)");
+    glowG.addColorStop(0.4, "rgba(255,224,180,0.4)");
+    glowG.addColorStop(1, "rgba(0,0,0,0)");
+    ctx.fillStyle = glowG;
+    ctx.fillRect(0,0,w,h);
+
+    requestAnimationFrame(draw);
+  }
+  requestAnimationFrame(draw);
+})();
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/3e0621c46e86/gpt.png b/data/artifacts/3e0621c46e86/gpt.png
new file mode 100644
index 0000000..afee454
Binary files /dev/null and b/data/artifacts/3e0621c46e86/gpt.png differ
diff --git a/data/artifacts/3e0621c46e86/grok.html b/data/artifacts/3e0621c46e86/grok.html
new file mode 100644
index 0000000..09241e9
--- /dev/null
+++ b/data/artifacts/3e0621c46e86/grok.html
@@ -0,0 +1,352 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Damask Kaleidoscope</title>
+<style>
+*{margin:0;padding:0;box-sizing:border-box}
+html,body{width:100%;height:100%;overflow:hidden;background:#1a1410;cursor:crosshair}
+canvas{display:block;width:100%;height:100%}
+#hint{position:fixed;bottom:28px;left:50%;transform:translateX(-50%);font:300 11px/1.4 "Georgia",serif;letter-spacing:.28em;text-transform:uppercase;color:rgba(212,175,120,.35);pointer-events:none;transition:opacity 1.2s ease;z-index:10}
+#hint.fade{opacity:0}
+</style>
+</head>
+<body>
+<canvas id="c"></canvas>
+<div id="hint">move to warp · click to shift palette</div>
+<script>
+const canvas=document.getElementById('c');
+const ctx=canvas.getContext('2d');
+let W,H,CX,CY,R;
+const SEGMENTS=8;
+const TIME_SCALE=0.00035;
+
+const palettes=[
+  {bg:[26,20,16],gold:[212,175,120],mid:[168,132,98],blush:[196,140,130],deep:[60,48,40],accent:[232,200,160]},
+  {bg:[18,16,22],gold:[200,170,140],mid:[150,120,145],blush:[180,130,150],deep:[45,40,55],accent:[220,190,200]},
+  {bg:[20,18,14],gold:[218,185,100],mid:[160,140,80],blush:[190,150,110],deep:[50,42,30],accent:[240,220,170]},
+  {bg:[14,18,20],gold:[170,190,180],mid:[130,155,150],blush:[160,140,130],deep:[35,45,48],accent:[200,215,205]},
+  {bg:[22,14,16],gold:[210,160,130],mid:[170,110,100],blush:[200,120,130],deep:[55,30,35],accent:[230,190,170]},
+  {bg:[16,16,18],gold:[190,185,170],mid:[140,135,130],blush:[170,150,145],deep:[40,40,45],accent:[220,215,200]}
+];
+let pIdx=0;
+let pal=palettes[0];
+
+let mouse={x:0.5,y:0.5,tx:0.5,ty:0.5};
+let warp={x:0,y:0};
+let t0=performance.now();
+let hintEl=document.getElementById('hint');
+setTimeout(()=>hintEl.classList.add('fade'),4000);
+
+function resize(){
+  W=canvas.width=window.innerWidth*devicePixelRatio;
+  H=canvas.height=window.innerHeight*devicePixelRatio;
+  CX=W/2;CY=H/2;
+  R=Math.hypot(CX,CY)*1.05;
+  canvas.style.width=window.innerWidth+'px';
+  canvas.style.height=window.innerHeight+'px';
+}
+window.addEventListener('resize',resize);
+resize();
+
+window.addEventListener('mousemove',e=>{
+  mouse.tx=e.clientX/window.innerWidth;
+  mouse.ty=e.clientY/window.innerHeight;
+});
+window.addEventListener('click',()=>{
+  pIdx=(pIdx+1)%palettes.length;
+  pal=palettes[pIdx];
+});
+window.addEventListener('touchmove',e=>{
+  if(e.touches[0]){
+    mouse.tx=e.touches[0].clientX/window.innerWidth;
+    mouse.ty=e.touches[0].clientY/window.innerHeight;
+  }
+},{passive:true});
+window.addEventListener('touchstart',e=>{
+  pIdx=(pIdx+1)%palettes.length;
+  pal=palettes[pIdx];
+},{passive:true});
+
+function smooth(a,b,t){return a+(b-a)*t}
+function lerp3(a,b,t){return[smooth(a[0],b[0],t),smooth(a[1],b[1],t),smooth(a[2],b[2],t)]}
+function rgba(c,a){return`rgba(${c[0]|0},${c[1]|0},${c[2]|0},${a})`}
+function nsin(x){return 0.5+0.5*Math.sin(x)}
+function ncos(x){return 0.5+0.5*Math.cos(x)}
+
+function fbm(x,y,t){
+  let v=0,a=1,f=1,s=0;
+  for(let i=0;i<5;i++){
+    v+=a*Math.sin(x*f+t*(0.7+i*0.13)+Math.cos(y*f*0.9-t*0.4));
+    v+=a*0.6*Math.cos(y*f*1.1-t*0.5+Math.sin(x*f*0.8+t*0.3));
+    s+=a;a*=0.5;f*=2.05;
+  }
+  return v/s;
+}
+
+function damaskField(px,py,t,wx,wy){
+  const dx=px+wx*0.35;
+  const dy=py+wy*0.35;
+  const r=Math.hypot(dx,dy);
+  const ang=Math.atan2(dy,dx);
+
+  const petal=Math.sin(ang*6+t*0.8+fbm(dx*2,dy*2,t)*1.2);
+  const scroll=Math.sin(r*8-t*1.1+Math.cos(ang*4)*1.5);
+  const vine=Math.sin(dx*5+Math.cos(dy*4+t)*2.5+t*0.6);
+  const lace=Math.cos(r*14+ang*3-t)+Math.sin((dx+dy)*9+t*0.9)*0.5;
+  const medallion=nsin(r*3.5-t*0.4)*Math.cos(ang*8+fbm(dx,dy,t*0.5)*2);
+
+  let v=0;
+  v+=petal*0.28;
+  v+=scroll*0.22;
+  v+=vine*0.18;
+  v+=lace*0.12;
+  v+=medallion*0.25;
+  v+=fbm(dx*3.2,dy*3.2,t)*0.35;
+  v+=Math.sin(r*20+t*2)*0.04*nsin(t+r*2);
+
+  const envelope=1-smoothstep(0.15,1.1,r);
+  return v*envelope;
+}
+
+function smoothstep(e0,e1,x){
+  const t=Math.max(0,Math.min(1,(x-e0)/(e1-e0)));
+  return t*t*(3-2*t);
+}
+
+function colorize(v,r,t){
+  const pulse=nsin(t*0.7+r*3)*0.15;
+  const vv=v+pulse;
+  if(vv>0.55)return lerp3(pal.gold,pal.accent,smoothstep(0.55,0.95,vv));
+  if(vv>0.25)return lerp3(pal.mid,pal.gold,smoothstep(0.25,0.55,vv));
+  if(vv>0.05)return lerp3(pal.blush,pal.mid,smoothstep(0.05,0.25,vv));
+  if(vv>-0.15)return lerp3(pal.deep,pal.blush,smoothstep(-0.15,0.05,vv));
+  return lerp3(pal.bg,pal.deep,smoothstep(-0.5,-0.15,vv));
+}
+
+const off=document.createElement('canvas');
+const octx=off.getContext('2d');
+let sliceW=0,sliceH=0;
+
+function ensureOff(){
+  const ang=Math.PI/SEGMENTS;
+  sliceW=Math.ceil(R);
+  sliceH=Math.ceil(R*Math.tan(ang)+2);
+  if(off.width!==sliceW||off.height!==sliceH){
+    off.width=sliceW;
+    off.height=sliceH;
+  }
+}
+
+function paintSlice(t,wx,wy){
+  ensureOff();
+  const img=octx.createImageData(sliceW,sliceH);
+  const d=img.data;
+  const angMax=Math.PI/SEGMENTS;
+  const scale=1/R;
+
+  for(let y=0;y<sliceH;y++){
+    for(let x=0;x<sliceW;x++){
+      const px=x*scale;
+      const py=(y-sliceH*0.15)*scale;
+      const a=Math.atan2(py,px);
+      const r=Math.hypot(px,py);
+      if(a<0||a>angMax||r>1.15){
+        const i=(y*sliceW+x)*4;
+        d[i]=pal.bg[0];d[i+1]=pal.bg[1];d[i+2]=pal.bg[2];d[i+3]=255;
+        continue;
+      }
+      const v=damaskField(px,py,t,wx,wy);
+      const col=colorize(v,r,t);
+      const edge=smoothstep(angMax,angMax-0.02,a)*smoothstep(0,0.02,a);
+      const fade=smoothstep(1.15,0.9,r);
+      const alpha=edge*fade;
+      const i=(y*sliceW+x)*4;
+      d[i]=col[0]*alpha+pal.bg[0]*(1-alpha);
+      d[i+1]=col[1]*alpha+pal.bg[1]*(1-alpha);
+      d[i+2]=col[2]*alpha+pal.bg[2]*(1-alpha);
+      d[i+3]=255;
+    }
+  }
+  octx.putImageData(img,0,0);
+}
+
+function drawOrnamentOverlay(t,wx,wy){
+  ctx.save();
+  ctx.translate(CX,CY);
+  const breath=1+Math.sin(t*0.5)*0.02;
+  ctx.scale(breath,breath);
+
+  for(let s=0;s<SEGMENTS*2;s++){
+    ctx.save();
+    ctx.rotate(s*Math.PI/SEGMENTS);
+    if(s%2)ctx.scale(1,-1);
+
+    ctx.strokeStyle=rgba(pal.gold,0.08+0.04*nsin(t+s));
+    ctx.lineWidth=1.2*devicePixelRatio;
+    ctx.beginPath();
+    for(let i=0;i<=60;i++){
+      const u=i/60;
+      const rr=u*R*0.92;
+      const wobble=Math.sin(u*Math.PI*4+t*1.2+s)*12*devicePixelRatio
+        +Math.sin(u*Math.PI*7-t*0.8)*6*devicePixelRatio
+        +wx*30*devicePixelRatio*Math.sin(u*Math.PI);
+      const aa=wobble*0.004*(1-u*0.5);
+      const x=Math.cos(aa)*rr;
+      const y=Math.sin(aa)*rr+wobble*0.15;
+      if(i===0)ctx.moveTo(x,y);else ctx.lineTo(x,y);
+    }
+    ctx.stroke();
+
+    for(let k=0;k<5;k++){
+      const u=(k+1)/6;
+      const rr=u*R*0.75;
+      const ph=t*0.9+k*1.3+s*0.4;
+      const ox=rr+Math.cos(ph)*8*devicePixelRatio+wx*20*devicePixelRatio;
+      const oy=Math.sin(ph*1.3)*10*devicePixelRatio+wy*15*devicePixelRatio;
+      const rad=(6+4*nsin(ph+k))*devicePixelRatio*(1-u*0.4);
+      const g=ctx.createRadialGradient(ox,oy,0,ox,oy,rad*3);
+      g.addColorStop(0,rgba(pal.accent,0.25));
+      g.addColorStop(0.4,rgba(pal.gold,0.1));
+      g.addColorStop(1,rgba(pal.gold,0));
+      ctx.fillStyle=g;
+      ctx.beginPath();
+      ctx.arc(ox,oy,rad*3,0,Math.PI*2);
+      ctx.fill();
+
+      ctx.fillStyle=rgba(pal.gold,0.35+0.15*nsin(ph));
+      ctx.beginPath();
+      flowerPath(ctx,ox,oy,rad,6,ph);
+      ctx.fill();
+    }
+    ctx.restore();
+  }
+  ctx.restore();
+}
+
+function flowerPath(c,x,y,rad,petals,rot){
+  c.moveTo(x+rad,y);
+  for(let i=0;i<=petals*8;i++){
+    const a=(i/(petals*8))*Math.PI*2+rot;
+    const pr=rad*(0.45+0.55*Math.abs(Math.cos(a*petals/2)));
+    c.lineTo(x+Math.cos(a)*pr,y+Math.sin(a)*pr);
+  }
+}
+
+function drawCenterMedallion(t){
+  ctx.save();
+  ctx.translate(CX,CY);
+  const rot=t*0.15;
+  ctx.rotate(rot);
+  const rad=R*0.09*(1+0.05*Math.sin(t*0.8));
+
+  const g=ctx.createRadialGradient(0,0,0,0,0,rad*2.5);
+  g.addColorStop(0,rgba(pal.accent,0.5));
+  g.addColorStop(0.3,rgba(pal.gold,0.25));
+  g.addColorStop(0.7,rgba(pal.blush,0.08));
+  g.addColorStop(1,rgba(pal.bg,0));
+  ctx.fillStyle=g;
+  ctx.beginPath();
+  ctx.arc(0,0,rad*2.5,0,Math.PI*2);
+  ctx.fill();
+
+  ctx.strokeStyle=rgba(pal.gold,0.4);
+  ctx.lineWidth=1.5*devicePixelRatio;
+  for(let ring=0;ring<3;ring++){
+    ctx.beginPath();
+    const rr=rad*(0.5+ring*0.35);
+    for(let i=0;i<=64;i++){
+      const a=i/64*Math.PI*2;
+      const ripple=1+0.08*Math.sin(a*8+t*2+ring);
+      const x=Math.cos(a)*rr*ripple;
+      const y=Math.sin(a)*rr*ripple;
+      if(i===0)ctx.moveTo(x,y);else ctx.lineTo(x,y);
+    }
+    ctx.closePath();
+    ctx.stroke();
+  }
+
+  ctx.fillStyle=rgba(pal.gold,0.5);
+  flowerPath(ctx,0,0,rad*0.55,8,t*0.3);
+  ctx.fill();
+  ctx.fillStyle=rgba(pal.accent,0.7);
+  ctx.beginPath();
+  ctx.arc(0,0,rad*0.18,0,Math.PI*2);
+  ctx.fill();
+  ctx.restore();
+}
+
+function drawVignette(){
+  const g=ctx.createRadialGradient(CX,CY,R*0.25,CX,CY,R);
+  g.addColorStop(0,rgba(pal.bg,0));
+  g.addColorStop(0.65,rgba(pal.bg,0.15));
+  g.addColorStop(1,rgba([Math.max(0,pal.bg[0]-8),Math.max(0,pal.bg[1]-6),Math.max(0,pal.bg[2]-4)],0.85));
+  ctx.fillStyle=g;
+  ctx.fillRect(0,0,W,H);
+}
+
+function drawFilmGrain(t){
+  const n=Math.min(800,Math.floor(W*H/8000));
+  for(let i=0;i<n;i++){
+    const x=(Math.sin(t*10+i*12.9898)*43758.5453)%1;
+    const y=(Math.cos(t*8+i*78.233)*23421.631)%1;
+    const gx=((x<0?x+1:x)*W)|0;
+    const gy=((y<0?y+1:y)*H)|0;
+    const a=0.015+0.02*((Math.sin(i+t*3)+1)*0.5);
+    ctx.fillStyle=rgba(pal.gold,a);
+    ctx.fillRect(gx,gy,devicePixelRatio,devicePixelRatio);
+  }
+}
+
+let lastSliceT=-999;
+const SLICE_DT=1/24;
+
+function frame(now){
+  const t=(now-t0)*TIME_SCALE*1000;
+  mouse.x=smooth(mouse.x,mouse.tx,0.06);
+  mouse.y=smooth(mouse.y,mouse.ty,0.06);
+  warp.x=smooth(warp.x,(mouse.x-0.5)*2,0.08);
+  warp.y=smooth(warp.y,(mouse.y-0.5)*2,0.08);
+
+  const wx=warp.x+Math.sin(t*0.3)*0.08;
+  const wy=warp.y+Math.cos(t*0.25)*0.08;
+
+  ctx.fillStyle=rgba(pal.bg,1);
+  ctx.fillRect(0,0,W,H);
+
+  if(t-lastSliceT>SLICE_DT){
+    paintSlice(t,wx,wy);
+    lastSliceT=t;
+  }
+
+  ctx.save();
+  ctx.translate(CX,CY);
+  const ang=Math.PI/SEGMENTS;
+  for(let s=0;s<SEGMENTS;s++){
+    ctx.save();
+    ctx.rotate(s*2*ang);
+    ctx.drawImage(off,0,-sliceH*0.15);
+    ctx.scale(1,-1);
+    ctx.drawImage(off,0,-sliceH*0.15);
+    ctx.restore();
+  }
+  ctx.restore();
+
+  drawOrnamentOverlay(t,wx,wy);
+  drawCenterMedallion(t);
+  drawVignette();
+  drawFilmGrain(t);
+
+  const glow=ctx.createRadialGradient(CX+wx*R*0.1,CY+wy*R*0.1,0,CX,CY,R*0.5);
+  glow.addColorStop(0,rgba(pal.gold,0.04));
+  glow.addColorStop(1,rgba(pal.gold,0));
+  ctx.fillStyle=glow;
+  ctx.fillRect(0,0,W,H);
+
+  requestAnimationFrame(frame);
+}
+requestAnimationFrame(frame);
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/3e0621c46e86/grok.png b/data/artifacts/3e0621c46e86/grok.png
new file mode 100644
index 0000000..73d733b
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diff --git a/data/artifacts/3e0621c46e86/hermes3-8b.html b/data/artifacts/3e0621c46e86/hermes3-8b.html
new file mode 100644
index 0000000..04a0deb
--- /dev/null
+++ b/data/artifacts/3e0621c46e86/hermes3-8b.html
@@ -0,0 +1,128 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Damask Kaleidoscope</title>
+    <style>
+        body {
+            margin: 0;
+            overflow: hidden;
+            background-color: #000;
+        }
+        
+        canvas {
+            display: block;
+        }
+        
+        .controls {
+            position: fixed;
+            bottom: 10px;
+            left: 10px;
+            color: #fff;
+            font-family: monospace;
+            font-size: 14px;
+        }
+    </style>
+</head>
+<body>
+    <canvas id="canvas"></canvas>
+    <div class="controls">
+        Move your mouse to warp the pattern<br>
+        Click anywhere to change colors
+    </div>
+    
+    <script>
+        const canvas = document.getElementById('canvas');
+        const ctx = canvas.getContext('2d');
+
+        let width, height;
+        let centerX, centerY;
+
+        function resizeCanvas() {
+            width = window.innerWidth * 0.8;
+            height = window.innerHeight * 0.8;
+            canvas.width = width;
+            canvas.height = height;
+
+            centerX = width / 2;
+            centerY = height / 2;
+        }
+
+        function drawDamask(x, y) {
+            ctx.lineWidth = 10;
+
+            for (let a = 0; a <= Math.PI * 2 + 0.1; a += 0.1) {
+                let r = Math.random() * 5 + 1;
+                let sa = Math.random() * Math.PI * 2;
+                let sb = Math.random() * Math.PI * 2;
+
+                for (let i = 0; i < 6; i++) {
+                    let ra = Math.random() * Math.PI * 2;
+                    let rb = Math.random() * Math.PI * 2;
+
+                    ctx.beginPath();
+                    ctx.moveTo(x + r * Math.cos(sa), y + r * Math.sin(sa));
+                    ctx.lineTo(x + r * Math.cos(sa + (rb - ra)), y + r * Math.sin(sa + (rb - ra)));
+                    ctx.lineTo(x + r * Math.cos(sa + (rb - 2 * ra)), y + r * Math.sin(sa + (rb - 2 * ra)));
+                    ctx.lineTo(x + r * Math.cos(sa + (rb - 3 * ra)), y + r * Math.sin(sa + (rb - 3 * ra)));
+
+                    if (i % 2 === 0) {
+                        ctx.strokeStyle = 'rgba(255,215,0,' + (1 - (i / 6)) + ')';
+                    } else {
+                        ctx.strokeStyle = 'rgba(165,0,0,' + (1 - (i / 6)) + ')';
+                    }
+
+                    ctx.stroke();
+                    sa += ra;
+                }
+
+                sa += sb;
+                r *= 0.95;
+            }
+        }
+
+        function update() {
+            resizeCanvas();
+
+            let x = Math.max(centerX - width / 2, centerX);
+            let y = Math.max(centerY - height / 2, centerY);
+
+            ctx.clearRect(0, 0, canvas.width, canvas.height);
+            ctx.translate(x, y);
+            drawDamask(0, 0);
+            ctx.translate(-x, -y);
+        }
+
+        function changeColors() {
+            let colors = [
+                'hsl(' + (Math.random() * 360) + ',100%,' + (Math.random() * 30 + 60) + '%)',
+                'hsl(' + (Math.random() * 360) + ',100%,' + (Math.random() * 40 + 50) + '%)'
+            ];
+
+            ctx.fillStyle = colors[0];
+            ctx.strokeStyle = colors[1];
+
+            document.querySelector('.controls').style.color = 'hsl(' + (Math.floor(Math.random() * 360)) + ',100%,50%)';
+        }
+
+        resizeCanvas();
+        setInterval(update, 16.666);
+        canvas.addEventListener('click', changeColors);
+
+        window.onresize = function() {
+            canvas.style.display = 'none';
+            canvas.offsetHeight; // Trigger reflow
+            canvas.style.display = 'block';
+        };
+
+        document.querySelector('.controls').addEventListener('mousemove', function(e) {
+            let xRatio = e.clientX / window.innerWidth;
+            let yRatio = e.clientY / window.innerHeight;
+
+            centerX *= xRatio * 0.8;
+            centerY *= yRatio * 0.8;
+        });
+    </script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/3e0621c46e86/hermes3-8b.png b/data/artifacts/3e0621c46e86/hermes3-8b.png
new file mode 100644
index 0000000..1f85ac3
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diff --git a/data/artifacts/3e0621c46e86/hf-qwen-coder-32b.html b/data/artifacts/3e0621c46e86/hf-qwen-coder-32b.html
new file mode 100644
index 0000000..e1a49bd
--- /dev/null
+++ b/data/artifacts/3e0621c46e86/hf-qwen-coder-32b.html
@@ -0,0 +1,86 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Damask Kaleidoscope</title>
+<style>
+body,html { margin: 0; padding: 0; overflow: hidden; }
+canvas { display: block; background: #222; }
+</style>
+</head>
+<body>
+<canvas id="kaleidoscope"></canvas>
+<script>
+const canvas = document.getElementById('kaleidoscope');
+const ctx = canvas.getContext('2d');
+let width, height;
+let paletteIndex = 0;
+const palettes = [
+    ['#DAA520', '#2F4F4F', '#FF69B4'], // Gold/Charcoal/Blush
+    ['#8A2BE2', '#FF1493', '#1E90FF'], // Blue/Violet/Pink
+    ['#3CB371', '#FFD700', '#FF4500']  // Green/Gold/Orange
+];
+const palette = palettes[paletteIndex];
+
+function resizeCanvas() {
+    width = canvas.width = window.innerWidth;
+    height = canvas.height = window.innerHeight;
+}
+window.addEventListener('resize', resizeCanvas);
+resizeCanvas();
+
+let centerX, centerY;
+let mouse = { x: width / 2, y: height / 2 };
+
+canvas.addEventListener('mousemove', (e) => {
+    mouse.x = e.clientX;
+    mouse.y = e.clientY;
+});
+
+canvas.addEventListener('click', () => {
+    paletteIndex = (paletteIndex + 1) % palettes.length;
+    palette[0] = palettes[paletteIndex][0];
+    palette[1] = palettes[paletteIndex][1];
+    palette[2] = palettes[paletteIndex][2];
+});
+
+function draw() {
+    centerX = width / 2;
+    centerY = height / 2;
+    ctx.clearRect(0, 0, width, height);
+    for (let i = 0; i < 6; i++) {
+        ctx.save();
+        ctx.rotate(i * Math.PI / 3);
+        drawSegment(ctx, centerX, centerY, mouse.x - centerX, mouse.y - centerY);
+        ctx.restore();
+    }
+    requestAnimationFrame(draw);
+}
+
+function drawSegment(ctx, cx, cy, mx, my) {
+    const segments = 12;
+    const angleStep = Math.PI / segments;
+    for (let j = 0; j < segments; j++) {
+        const startAngle = j * angleStep;
+        const endAngle = (j + 1) * angleStep;
+        ctx.beginPath();
+        ctx.moveTo(cx, cy);
+        ctx.lineTo(
+            cx + mx * Math.cos(startAngle) - my * Math.sin(startAngle),
+            cy + mx * Math.sin(startAngle) + my * Math.cos(startAngle)
+        );
+        ctx.lineTo(
+            cx + mx * Math.cos(endAngle) - my * Math.sin(endAngle),
+            cy + mx * Math.sin(endAngle) + my * Math.cos(endAngle)
+        );
+        ctx.closePath();
+        ctx.fillStyle = palette[j % 3];
+        ctx.fill();
+    }
+}
+
+draw();
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/3e0621c46e86/hf-qwen-coder-32b.png b/data/artifacts/3e0621c46e86/hf-qwen-coder-32b.png
new file mode 100644
index 0000000..5e5fd16
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diff --git a/data/artifacts/3e0621c46e86/kimi.html b/data/artifacts/3e0621c46e86/kimi.html
new file mode 100644
index 0000000..0baf16d
--- /dev/null
+++ b/data/artifacts/3e0621c46e86/kimi.html
@@ -0,0 +1,259 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Damask Kaleidoscope</title>
+<style>
+* { margin: 0; padding: 0; box-sizing: border-box; }
+html, body { 
+  width: 100%; 
+  height: 100%; 
+  overflow: hidden; 
+  background: #1a1a1a;
+}
+canvas { 
+  display: block; 
+  cursor: crosshair;
+}
+</style>
+</head>
+<body>
+<canvas id="c"></canvas>
+<script>
+const canvas = document.getElementById('c');
+const ctx = canvas.getContext('2d');
+
+let width, height, cx, cy;
+let mouse = { x: 0, y: 0, vx: 0, vy: 0 };
+let lastMouse = { x: 0, y: 0 };
+let paletteIndex = 0;
+let time = 0;
+
+const palettes = [
+  { name: 'Royal', colors: ['#D4AF37', '#1a1a1a', '#DE5D83', '#F4E4C1', '#8B7355'] },
+  { name: 'Midnight', colors: ['#C0C0C0', '#0a0a1a', '#4a6fa5', '#e0e0e0', '#708090'] },
+  { name: 'Imperial', colors: ['#50C878', '#0f0f0f', '#FFD700', '#2F4F4F', '#98FB98'] },
+  { name: 'Baroque', colors: ['#E0115F', '#1a0a0a', '#F7E7CE', '#4a0404', '#FFB6C1'] }
+];
+
+function resize() {
+  width = canvas.width = window.innerWidth;
+  height = canvas.height = window.innerHeight;
+  cx = width / 2;
+  cy = height / 2;
+}
+window.addEventListener('resize', resize);
+
+window.addEventListener('mousemove', (e) => {
+  mouse.x = e.clientX - cx;
+  mouse.y = e.clientY - cy;
+  mouse.vx = (e.clientX - lastMouse.x) * 0.1;
+  mouse.vy = (e.clientY - lastMouse.y) * 0.1;
+  lastMouse.x = e.clientX;
+  lastMouse.y = e.clientY;
+});
+
+window.addEventListener('click', () => {
+  paletteIndex = (paletteIndex + 1) % palettes.length;
+});
+
+// Generate textile noise pattern
+const noiseCanvas = document.createElement('canvas');
+noiseCanvas.width = 256;
+noiseCanvas.height = 256;
+const nctx = noiseCanvas.getContext('2d');
+const imageData = nctx.createImageData(256, 256);
+for (let i = 0; i < imageData.data.length; i += 4) {
+  const v = Math.random() * 30 + 220;
+  imageData.data[i] = v;
+  imageData.data[i+1] = v;
+  imageData.data[i+2] = v;
+  imageData.data[i+3] = 15;
+}
+nctx.putImageData(imageData, 0, 0);
+const fabricPattern = ctx.createPattern(noiseCanvas, 'repeat');
+
+function drawOrnamentalBase(t, warpX, warpY) {
+  const p = palettes[paletteIndex].colors;
+  
+  // Background radial gradient
+  const bg = ctx.createRadialGradient(0, 0, 0, 0, 0, 400);
+  bg.addColorStop(0, p[1]);
+  bg.addColorStop(0.7, p[3]);
+  bg.addColorStop(1, p[1]);
+  ctx.fillStyle = bg;
+  ctx.fillRect(-300, -300, 600, 600);
+  
+  // Fabric texture overlay
+  ctx.fillStyle = fabricPattern;
+  ctx.fillRect(-300, -300, 600, 600);
+  
+  // Central medallion (Damask rose)
+  const petals = 8;
+  const layers = 3;
+  
+  for (let layer = layers; layer > 0; layer--) {
+    ctx.beginPath();
+    const baseR = 60 * layer + Math.sin(t * 0.5) * 10;
+    
+    for (let a = 0; a <= Math.PI * 2; a += 0.02) {
+      const r = baseR + 
+                Math.sin(a * petals + t) * 20 + 
+                Math.cos(a * petals * 2 - t * 0.5) * 10 +
+                Math.sin(a * 3 + warpX * 0.01) * 5;
+      const x = Math.cos(a) * r + Math.sin(t + layer) * warpX * 0.1;
+      const y = Math.sin(a) * r + Math.cos(t + layer) * warpY * 0.1;
+      
+      if (a === 0) ctx.moveTo(x, y);
+      else ctx.lineTo(x, y);
+    }
+    ctx.closePath();
+    
+    // Metallic gradient
+    const grad = ctx.createRadialGradient(
+      -20 + warpX * 0.05, -20 + warpY * 0.05, 0,
+      0, 0, baseR + 30
+    );
+    grad.addColorStop(0, p[3]);
+    grad.addColorStop(0.3, p[0]);
+    grad.addColorStop(0.6, p[2]);
+    grad.addColorStop(1, p[4] || p[1]);
+    
+    ctx.fillStyle = grad;
+    ctx.globalAlpha = 0.9 - (layer * 0.1);
+    ctx.fill();
+    
+    // Embossed outline
+    ctx.strokeStyle = p[3];
+    ctx.lineWidth = 2;
+    ctx.globalAlpha = 0.6;
+    ctx.stroke();
+  }
+  
+  // Scrollwork corners (Damask typical elements)
+  ctx.globalAlpha = 0.8;
+  for (let corner = 0; corner < 4; corner++) {
+    ctx.save();
+    ctx.rotate((corner * Math.PI / 2) + t * 0.1);
+    ctx.translate(120, 120);
+    
+    // Vine curve
+    ctx.beginPath();
+    for (let i = 0; i <= 20; i++) {
+      const ang = (i / 20) * Math.PI;
+      const r = 30 + Math.sin(ang * 3 + t) * 10;
+      const x = Math.cos(ang) * r * (1 + warpX * 0.002);
+      const y = Math.sin(ang) * r * (1 + warpY * 0.002);
+      if (i === 0) ctx.moveTo(x, y);
+      else ctx.lineTo(x, y);
+    }
+    ctx.strokeStyle = p[0];
+    ctx.lineWidth = 6;
+    ctx.lineCap = 'round';
+    ctx.stroke();
+    
+    // Leaf details
+    for (let leaf = 0; leaf < 3; leaf++) {
+      ctx.save();
+      ctx.rotate(leaf * 0.8);
+      ctx.translate(15, 0);
+      ctx.beginPath();
+      ctx.ellipse(0, 0, 12, 6, 0, 0, Math.PI * 2);
+      ctx.fillStyle = p[2];
+      ctx.globalAlpha = 0.7;
+      ctx.fill();
+      ctx.restore();
+    }
+    
+    ctx.restore();
+  }
+  
+  // Connecting lattice (background pattern)
+  ctx.globalAlpha = 0.3;
+  ctx.strokeStyle = p[0];
+  ctx.lineWidth = 1;
+  for (let i = -2; i <= 2; i++) {
+    for (let j = -2; j <= 2; j++) {
+      if (Math.abs(i) + Math.abs(j) > 2) continue;
+      ctx.beginPath();
+      const x = i * 100 + Math.sin(t + i) * 10 + warpX * 0.2;
+      const y = j * 100 + Math.cos(t + j) * 10 + warpY * 0.2;
+      ctx.arc(x, y, 8 + Math.sin(t * 2 + i + j) * 3, 0, Math.PI * 2);
+      ctx.stroke();
+    }
+  }
+  
+  ctx.globalAlpha = 1.0;
+}
+
+function animate() {
+  requestAnimationFrame(animate);
+  time += 0.016;
+  
+  // Smooth mouse interpolation
+  mouse.x += (lastMouse.x - cx - mouse.x) * 0.1;
+  mouse.y += (lastMouse.y - cy - mouse.y) * 0.1;
+  
+  // Clear with base color
+  const baseColor = palettes[paletteIndex].colors[1];
+  ctx.fillStyle = baseColor;
+  ctx.fillRect(0, 0, width, height);
+  
+  // Kaleidoscope setup
+  const segments = 8;
+  const angleStep = (Math.PI * 2) / segments;
+  
+  ctx.save();
+  ctx.translate(cx, cy);
+  
+  // Global rotation based on mouse X
+  ctx.rotate(time * 0.05 + (mouse.x / width) * Math.PI);
+  
+  for (let i = 0; i < segments; i++) {
+    ctx.save();
+    ctx.rotate(i * angleStep);
+    
+    // Mirror every other segment for true kaleidoscope symmetry
+    if (i % 2 === 1) {
+      ctx.scale(1, -1);
+    }
+    
+    // Warp factor based on mouse distance from center
+    const warpX = mouse.x * Math.cos(i * angleStep) + mouse.y * Math.sin(i * angleStep);
+    const warpY = -mouse.x * Math.sin(i * angleStep) + mouse.y * Math.cos(i * angleStep);
+    
+    // Scale pulse
+    const scale = 1 + Math.sin(time + i) * 0.05 + (Math.abs(mouse.vx) + Math.abs(mouse.vy)) * 0.01;
+    ctx.scale(scale, scale);
+    
+    drawOrnamentalBase(time, warpX, warpY);
+    
+    ctx.restore();
+  }
+  
+  // Center highlight (gold sheen)
+  const shine = ctx.createRadialGradient(0, 0, 0, 0, 0, 100);
+  shine.addColorStop(0, 'rgba(255,255,255,0.3)');
+  shine.addColorStop(0.5, 'rgba(255,215,0,0.1)');
+  shine.addColorStop(1, 'transparent');
+  ctx.fillStyle = shine;
+  ctx.beginPath();
+  ctx.arc(0, 0, 100, 0, Math.PI * 2);
+  ctx.fill();
+  
+  ctx.restore();
+  
+  // Vignette overlay
+  const vig = ctx.createRadialGradient(cx, cy, height * 0.3, cx, cy, height * 0.8);
+  vig.addColorStop(0, 'transparent');
+  vig.addColorStop(1, 'rgba(0,0,0,0.6)');
+  ctx.fillStyle = vig;
+  ctx.fillRect(0, 0, width, height);
+}
+
+resize();
+animate();
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/3e0621c46e86/kimi.png b/data/artifacts/3e0621c46e86/kimi.png
new file mode 100644
index 0000000..0912122
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diff --git a/data/artifacts/3e0621c46e86/qwen25-7b.html b/data/artifacts/3e0621c46e86/qwen25-7b.html
new file mode 100644
index 0000000..e25456d
--- /dev/null
+++ b/data/artifacts/3e0621c46e86/qwen25-7b.html
@@ -0,0 +1,90 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Kaleidoscope Generator</title>
+    <style>
+        body {
+            margin: 0;
+            overflow: hidden;
+            display: flex;
+            justify-content: center;
+            align-items: center;
+            height: 100vh;
+            background-color: #fff;
+        }
+        canvas {
+            border-radius: 50%;
+            box-shadow: inset 0 0 20px rgba(0,0,0,0.3);
+        }
+    </style>
+</head>
+<body>
+    <canvas id="kaleidoscope" width="600" height="600"></canvas>
+    <script>
+        const canvas = document.getElementById('kaleidoscope');
+        const ctx = canvas.getContext('2d');
+        let palette = ['gold', 'charcoal', 'blush'];
+        const angleStep = 3;
+        let mouseX, mouseY;
+
+        function drawDamask() {
+            ctx.clearRect(0, 0, canvas.width, canvas.height);
+            for (let i = 0; i < 6; i++) {
+                ctx.save();
+                ctx.translate(canvas.width / 2, canvas.height / 2);
+                ctx.rotate(i * Math.PI / 3 + mouseMoveAngle());
+                drawDamaskMotif();
+                ctx.restore();
+            }
+        }
+
+        function drawDamaskMotif() {
+            for (let angle = -Math.PI; angle <= Math.PI; angle += angleStep) {
+                const x1 = canvas.width / 2 * Math.cos(angle);
+                const y1 = canvas.height / 2 * Math.sin(angle);
+                ctx.beginPath();
+                ctx.moveTo(x1, y1);
+                for (let i = 0; i < 360; i += angleStep) {
+                    const x2 = canvas.width / 2 * Math.cos(i / 50 + angle);
+                    const y2 = canvas.height / 2 * Math.sin(i / 50 + angle);
+                    ctx.lineTo(x2, y2);
+                }
+                ctx.closePath();
+                ctx.fillStyle = palette[Math.floor(Math.random() * palette.length)];
+                ctx.fill();
+            }
+        }
+
+        function mouseMoveAngle() {
+            return (Math.atan2(mouseY - canvas.height / 2, mouseX - canvas.width / 2) + Math.PI) % (2 * Math.PI);
+        }
+
+        canvas.addEventListener('mousemove', e => {
+            mouseX = e.clientX;
+            mouseY = e.clientY;
+        });
+
+        canvas.addEventListener('click', () => {
+            palette = ['gold', 'charcoal', 'blush'].reverse();
+        });
+
+        function animate() {
+            drawDamask();
+            requestAnimationFrame(animate);
+        }
+
+        canvas.width = Math.min(window.innerWidth, window.innerHeight) * 0.8;
+        canvas.height = canvas.width;
+
+        window.addEventListener('resize', () => {
+            canvas.width = Math.min(window.innerWidth, window.innerHeight) * 0.8;
+            canvas.height = canvas.width;
+            ctx.scale(canvas.width / 600, canvas.width / 600);
+        });
+
+        animate();
+    </script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/3e0621c46e86/qwen25-7b.png b/data/artifacts/3e0621c46e86/qwen25-7b.png
new file mode 100644
index 0000000..a1ac977
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diff --git a/data/artifacts/3e0621c46e86/qwen3-14b.html b/data/artifacts/3e0621c46e86/qwen3-14b.html
new file mode 100644
index 0000000..f0453ea
--- /dev/null
+++ b/data/artifacts/3e0621c46e86/qwen3-14b.html
@@ -0,0 +1,118 @@
+<!DOCTYPE html>
+<html>
+<head>
+  <meta charset="utf-8">
+  <title>Damask Kaleidoscope</title>
+  <style>
+    html, body {
+      margin: 0;
+      padding: 0;
+      overflow: hidden;
+      background: #000;
+      height: 100%;
+    }
+    canvas {
+      display: block;
+    }
+  </style>
+</head>
+<body>
+<canvas id="kaleidoscope"></canvas>
+<script>
+  const canvas = document.getElementById('kaleidoscope');
+  const ctx = canvas.getContext('2d');
+  let width, height;
+  let lastMouseX = -1, lastMouseY = -1;
+  let paletteIndex = 0;
+  const palettes = [
+    ['#FFD700', '#2F4F4F', '#FF69B4'], // Gold/Charcoal/Blush
+    ['#D2691E', '#4B0082', '#FFB6C1'],
+    ['#8B4513', '#000080', '#FFD700'],
+    ['#B87333', '#556B2F', '#FF69B4'],
+    ['#CD853F', '#2E8B57', '#FF69B4']
+  ];
+
+  function resize() {
+    width = canvas.width = window.innerWidth;
+    height = canvas.height = window.innerHeight;
+    draw();
+  }
+
+  window.addEventListener('resize', resize);
+  window.addEventListener('mousemove', (e) => {
+    lastMouseX = e.clientX;
+    lastMouseY = e.clientY;
+  });
+  window.addEventListener('click', () => {
+    paletteIndex = (paletteIndex + 1) % palettes.length;
+    draw();
+  });
+
+  function draw() {
+    const palette = palettes[paletteIndex];
+    ctx.clearRect(0, 0, width, height);
+    ctx.save();
+    ctx.translate(width / 2, height / 2);
+
+    const angle = lastMouseX === -1 ? 0 : Math.atan2(lastMouseY - height / 2, lastMouseX - width / 2);
+    const symmetry = lastMouseX === -1 ? 4 : 4 + Math.sin(angle) * 2;
+    const numSymmetries = Math.floor(symmetry);
+    const angleStep = Math.PI * 2 / numSymmetries;
+
+    for (let i = 0; i < numSymmetries; i++) {
+      ctx.save();
+      ctx.rotate(i * angleStep);
+      drawDamask(palette);
+      ctx.restore();
+    }
+
+    ctx.restore();
+  }
+
+  function drawDamask(palette) {
+    const size = 100;
+    const offsetX = width / 2;
+    const offsetY = height / 2;
+    const centerX = offsetX;
+    const centerY = offsetY;
+    const maxRadius = Math.min(width, height) / 2 - 50;
+
+    ctx.beginPath();
+    for (let a = 0; a < Math.PI * 2; a += 0.01) {
+      const r = Math.sin(a * 4) * 20 + 50;
+      const x = centerX + Math.cos(a) * r;
+      const y = centerY + Math.sin(a) * r;
+      ctx.lineTo(x, y);
+    }
+    ctx.closePath();
+    ctx.fillStyle = palette[0];
+    ctx.fill();
+
+    ctx.beginPath();
+    for (let a = 0; a < Math.PI * 2; a += 0.01) {
+      const r = Math.sin(a * 6) * 15 + 40;
+      const x = centerX + Math.cos(a) * r;
+      const y = centerY + Math.sin(a) * r;
+      ctx.lineTo(x, y);
+    }
+    ctx.closePath();
+    ctx.fillStyle = palette[1];
+    ctx.fill();
+
+    ctx.beginPath();
+    for (let a = 0; a < Math.PI * 2; a += 0.01) {
+      const r = Math.sin(a * 8) * 25 + 30;
+      const x = centerX + Math.cos(a) * r;
+      const y = centerY + Math.sin(a) * r;
+      ctx.lineTo(x, y);
+    }
+    ctx.closePath();
+    ctx.fillStyle = palette[2];
+    ctx.fill();
+  }
+
+  resize();
+  setInterval(draw, 1000 / 60);
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/3e0621c46e86/qwen3-14b.png b/data/artifacts/3e0621c46e86/qwen3-14b.png
new file mode 100644
index 0000000..47d84b7
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diff --git a/data/artifacts/43bda69f7b6d/claude-code.html b/data/artifacts/43bda69f7b6d/claude-code.html
new file mode 100644
index 0000000..c9ea082
--- /dev/null
+++ b/data/artifacts/43bda69f7b6d/claude-code.html
@@ -0,0 +1,437 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Agent Task Pipeline</title>
+<style>
+  :root{
+    --bg:#080a12;
+    --panel:#0e1120;
+    --panel2:#12162a;
+    --line:rgba(120,140,255,.12);
+    --txt:#e6ebff;
+    --dim:#8b95c9;
+    --queued:#5b6cff;
+    --running:#ffb020;
+    --done:#20e0a0;
+    --shipped:#ff4dd8;
+  }
+  *{box-sizing:border-box;margin:0;padding:0}
+  html,body{height:100%}
+  body{
+    font-family:'Segoe UI',system-ui,-apple-system,sans-serif;
+    background:
+      radial-gradient(1200px 700px at 12% -8%,rgba(91,108,255,.16),transparent 60%),
+      radial-gradient(1100px 700px at 108% 112%,rgba(255,77,216,.12),transparent 60%),
+      var(--bg);
+    color:var(--txt);
+    min-height:100vh;
+    padding:24px 20px 40px;
+    overflow-x:hidden;
+  }
+  header{
+    max-width:1400px;margin:0 auto 22px;
+    display:flex;align-items:center;justify-content:space-between;
+    flex-wrap:wrap;gap:14px;
+  }
+  .brand{display:flex;align-items:center;gap:13px}
+  .logo{
+    width:42px;height:42px;border-radius:11px;
+    background:linear-gradient(135deg,var(--queued),var(--shipped));
+    position:relative;box-shadow:0 0 26px rgba(120,120,255,.5);
+    flex:none;
+  }
+  .logo::before,.logo::after{
+    content:"";position:absolute;border-radius:3px;background:#fff;
+  }
+  .logo::before{width:16px;height:2.5px;top:14px;left:13px;box-shadow:0 6px 0 #fff,0 12px 0 rgba(255,255,255,.6)}
+  .logo::after{width:2.5px;height:2.5px;top:14px;left:24px;box-shadow:0 6px 0 #fff}
+  h1{font-size:20px;font-weight:700;letter-spacing:.3px}
+  h1 span{color:var(--dim);font-weight:500;font-size:13px;display:block;margin-top:2px;letter-spacing:.6px}
+  .stats{display:flex;gap:10px;flex-wrap:wrap}
+  .stat{
+    background:var(--panel);border:1px solid var(--line);border-radius:10px;
+    padding:8px 14px;text-align:center;min-width:74px;
+  }
+  .stat b{font-size:19px;display:block;font-variant-numeric:tabular-nums}
+  .stat small{color:var(--dim);font-size:10px;text-transform:uppercase;letter-spacing:1px}
+  .live{
+    display:inline-flex;align-items:center;gap:7px;font-size:11px;color:var(--dim);
+    text-transform:uppercase;letter-spacing:1.5px;
+  }
+  .live i{width:8px;height:8px;border-radius:50%;background:var(--done);box-shadow:0 0 10px var(--done);animation:pulse 1.6s infinite}
+  @keyframes pulse{0%,100%{opacity:1;transform:scale(1)}50%{opacity:.35;transform:scale(.8)}}
+
+  .board{
+    max-width:1400px;margin:0 auto;
+    display:grid;grid-template-columns:repeat(4,1fr);gap:16px;
+  }
+  @media(max-width:920px){.board{grid-template-columns:repeat(2,1fr)}}
+  @media(max-width:520px){.board{grid-template-columns:1fr}}
+
+  .col{
+    background:linear-gradient(180deg,var(--panel),rgba(10,12,24,.6));
+    border:1px solid var(--line);border-radius:16px;
+    padding:14px 12px;min-height:440px;
+    display:flex;flex-direction:column;
+    position:relative;overflow:hidden;
+  }
+  .col::before{
+    content:"";position:absolute;top:0;left:0;right:0;height:3px;
+    background:var(--accent);opacity:.9;box-shadow:0 0 16px var(--accent);
+  }
+  .col-head{
+    display:flex;align-items:center;justify-content:space-between;
+    padding:4px 6px 12px;
+  }
+  .col-title{display:flex;align-items:center;gap:9px;font-weight:600;font-size:14px;letter-spacing:.4px}
+  .dotc{width:10px;height:10px;border-radius:50%;background:var(--accent);box-shadow:0 0 12px var(--accent)}
+  .count{
+    background:var(--panel2);border:1px solid var(--line);
+    min-width:26px;height:24px;padding:0 8px;border-radius:20px;
+    display:flex;align-items:center;justify-content:center;
+    font-size:12px;font-weight:700;color:var(--accent);
+    font-variant-numeric:tabular-nums;transition:transform .3s;
+  }
+  .count.bump{transform:scale(1.35)}
+  .col-body{flex:1;display:flex;flex-direction:column;gap:10px;position:relative}
+
+  .card{
+    background:linear-gradient(160deg,var(--panel2),rgba(14,17,32,.9));
+    border:1px solid var(--line);border-radius:12px;
+    padding:11px 12px;
+    display:flex;flex-direction:column;gap:9px;
+    box-shadow:0 6px 18px rgba(0,0,0,.35);
+    animation:drop .45s cubic-bezier(.22,1.2,.36,1) both;
+    position:relative;overflow:hidden;
+  }
+  .card::after{
+    content:"";position:absolute;inset:0;border-radius:12px;pointer-events:none;
+    border:1px solid transparent;
+  }
+  @keyframes drop{
+    from{opacity:0;transform:translateY(-16px) scale(.94)}
+    to{opacity:1;transform:none}
+  }
+  .card.leaving{animation:leave .4s ease forwards}
+  @keyframes leave{
+    to{opacity:0;transform:translateX(26px) scale(.9);margin-top:-46px;filter:blur(2px)}
+  }
+  .card-top{display:flex;align-items:center;gap:9px}
+  .avatar{
+    width:26px;height:26px;border-radius:50%;flex:none;
+    display:flex;align-items:center;justify-content:center;
+    font-size:11px;font-weight:700;color:#08101e;
+    position:relative;
+  }
+  .avatar::after{
+    content:"";position:absolute;inset:-3px;border-radius:50%;
+    border:1.5px solid currentColor;opacity:.35;
+  }
+  .who{font-size:11px;color:var(--dim);font-weight:600;letter-spacing:.3px}
+  .card-title{font-size:13px;font-weight:600;line-height:1.35;color:var(--txt)}
+  .card-foot{display:flex;align-items:center;justify-content:space-between;margin-top:1px}
+  .timer{
+    font-size:11px;color:var(--dim);font-variant-numeric:tabular-nums;
+    display:flex;align-items:center;gap:5px;
+  }
+  .timer i{width:6px;height:6px;border-radius:50%;background:var(--accent)}
+  .tag{
+    font-size:9px;text-transform:uppercase;letter-spacing:1px;font-weight:700;
+    padding:3px 8px;border-radius:20px;color:var(--accent);
+    background:color-mix(in srgb,var(--accent) 14%,transparent);
+    border:1px solid color-mix(in srgb,var(--accent) 30%,transparent);
+  }
+  .bar{height:3px;border-radius:3px;background:rgba(255,255,255,.06);overflow:hidden}
+  .bar > i{display:block;height:100%;width:0;background:var(--accent);box-shadow:0 0 8px var(--accent);border-radius:3px;transition:width .9s linear}
+
+  /* running card gets an active shimmer */
+  .col-run .card::after{
+    border-color:color-mix(in srgb,var(--running) 30%,transparent);
+    box-shadow:inset 0 0 20px color-mix(in srgb,var(--running) 12%,transparent);
+    animation:glow 2s ease-in-out infinite;
+  }
+  @keyframes glow{50%{box-shadow:inset 0 0 30px color-mix(in srgb,var(--running) 22%,transparent)}}
+
+  .empty{
+    color:var(--dim);font-size:12px;text-align:center;opacity:.4;
+    padding:30px 0;font-style:italic;
+  }
+  footer{
+    max-width:1400px;margin:20px auto 0;text-align:center;
+    color:var(--dim);font-size:11px;letter-spacing:.5px;opacity:.7;
+  }
+</style>
+</head>
+<body>
+  <header>
+    <div class="brand">
+      <div class="logo"></div>
+      <h1>Agent Pipeline<span>AUTONOMOUS TASK ORCHESTRATOR</span></h1>
+    </div>
+    <div class="stats">
+      <div class="stat"><b id="s-total">0</b><small>Tasks</small></div>
+      <div class="stat"><b id="s-ship">0</b><small>Shipped</small></div>
+      <div class="stat"><b id="s-thru">0</b><small>Thru/min</small></div>
+      <div class="live"><i></i>Live</div>
+    </div>
+  </header>
+
+  <div class="board" id="board"></div>
+
+  <footer>Cards advance automatically · Queued → Running → Done → Shipped</footer>
+
+<script>
+(() => {
+  "use strict";
+
+  const COLS = [
+    {key:"queued",  name:"Queued",  accent:"var(--queued)",  cls:"col-queue"},
+    {key:"running", name:"Running", accent:"var(--running)", cls:"col-run"},
+    {key:"done",    name:"Done",    accent:"var(--done)",    cls:"col-done"},
+    {key:"shipped", name:"Shipped", accent:"var(--shipped)", cls:"col-ship"},
+  ];
+
+  const AGENTS = [
+    {code:"AA", name:"Atlas",  hue:"#5b6cff"},
+    {code:"NX", name:"Nyx",    hue:"#ff4dd8"},
+    {code:"OR", name:"Orion",  hue:"#20e0a0"},
+    {code:"VG", name:"Vega",   hue:"#ffb020"},
+    {code:"LY", name:"Lyra",   hue:"#4dd2ff"},
+    {code:"CE", name:"Ceres",  hue:"#c07dff"},
+    {code:"HL", name:"Helios", hue:"#ff7d6b"},
+    {code:"PX", name:"Pyxis",  hue:"#7dffb0"},
+  ];
+
+  const TASKS = [
+    "Refactor auth middleware",
+    "Generate room-set renders",
+    "Scrape vendor catalog delta",
+    "Optimize product grid query",
+    "Sync Shopify metafields",
+    "Build changelog digest",
+    "Audit hero contrast (APCA)",
+    "Compress texture atlas",
+    "Train colorway classifier",
+    "Dedupe SKU normalization",
+    "Patch modal drag handles",
+    "Render seamless tile scan",
+    "Bundle deploy artifact",
+    "Warm CDN edge cache",
+    "Rotate API access tokens",
+    "Backfill missing alt text",
+    "Reconcile ledger entries",
+    "Index full-text catalog",
+    "Fan out canary probes",
+    "Package release notes",
+  ];
+
+  const rnd = (n) => Math.floor(Math.random()*n);
+  const pick = (a) => a[rnd(a.length)];
+
+  let taskSeq = 0;
+  let shippedCount = 0;
+  let shipTimestamps = [];
+
+  // build board
+  const board = document.getElementById("board");
+  const bodies = {};
+  const counts = {};
+  COLS.forEach(c => {
+    const col = document.createElement("div");
+    col.className = "col " + c.cls;
+    col.style.setProperty("--accent", c.accent);
+    col.innerHTML = `
+      <div class="col-head">
+        <div class="col-title"><span class="dotc"></span>${c.name}</div>
+        <div class="count" id="count-${c.key}">0</div>
+      </div>
+      <div class="col-body" id="body-${c.key}"></div>`;
+    board.appendChild(col);
+    bodies[c.key] = col.querySelector(`#body-${c.key}`);
+    counts[c.key] = col.querySelector(`#count-${c.key}`);
+  });
+
+  // task model
+  // state: index into COLS
+  const cards = new Map(); // id -> {el, agent, title, state, enteredAt, dwell, timerText}
+
+  function makeTask(initialState=0){
+    const id = "t" + (++taskSeq);
+    const agent = pick(AGENTS);
+    const title = pick(TASKS);
+    const t = {
+      id, agent, title,
+      state: initialState,
+      enteredAt: Date.now(),
+      dwell: dwellFor(initialState),
+      startedAt: Date.now(),
+    };
+    cards.set(id, t);
+    renderCard(t, false);
+    return t;
+  }
+
+  function dwellFor(state){
+    // ms a card stays in a column before advancing
+    switch(COLS[state].key){
+      case "queued":  return 2600 + rnd(4200);
+      case "running": return 4200 + rnd(5200);
+      case "done":    return 2400 + rnd(3200);
+      default:        return Infinity; // shipped stays
+    }
+  }
+
+  function renderCard(t, animateIn=true){
+    const c = COLS[t.state];
+    const el = document.createElement("div");
+    el.className = "card";
+    el.id = "card-" + t.id;
+    el.style.setProperty("--accent", c.accent);
+    if(!animateIn) el.style.animation = "none";
+    el.innerHTML = `
+      <div class="card-top">
+        <div class="avatar" style="background:${t.agent.hue};color:${t.agent.hue}">
+          <span style="color:#08101e">${t.agent.code}</span>
+        </div>
+        <div class="who">${t.agent.name}</div>
+        <div class="tag" style="margin-left:auto">${c.name}</div>
+      </div>
+      <div class="card-title">${t.title}</div>
+      <div class="bar"><i></i></div>
+      <div class="card-foot">
+        <div class="timer"><i></i><span class="tval">0.0s</span></div>
+        <div class="who" style="opacity:.5">#${t.id.slice(1).padStart(3,'0')}</div>
+      </div>`;
+    t.el = el;
+    t.barEl = el.querySelector(".bar > i");
+    t.timerEl = el.querySelector(".tval");
+    t.tagEl = el.querySelector(".tag");
+    bodies[c.key].appendChild(el);
+    updateCounts();
+  }
+
+  function advance(t){
+    if(t.state >= COLS.length-1) return;
+    const oldEl = t.el;
+    oldEl.classList.add("leaving");
+    const wasShipTarget = (t.state+1 === COLS.length-1);
+    setTimeout(() => { oldEl.remove(); updateCounts(); }, 380);
+
+    t.state++;
+    t.enteredAt = Date.now();
+    t.dwell = dwellFor(t.state);
+    // re-render into new column
+    setTimeout(() => {
+      renderCard(t, true);
+      if(COLS[t.state].key === "shipped"){
+        shippedCount++;
+        shipTimestamps.push(Date.now());
+      }
+    }, 180);
+  }
+
+  function updateCounts(){
+    const tally = {queued:0,running:0,done:0,shipped:0};
+    cards.forEach(t => { tally[COLS[t.state].key]++; });
+    COLS.forEach(c => {
+      const el = counts[c.key];
+      const v = tally[c.key];
+      if(el.textContent !== String(v)){
+        el.textContent = v;
+        el.classList.add("bump");
+        setTimeout(()=>el.classList.remove("bump"),300);
+      }
+      const body = bodies[c.key];
+      // empty placeholder
+      const hasEmpty = body.querySelector(".empty");
+      const realCards = body.querySelectorAll(".card:not(.leaving)").length;
+      if(realCards === 0 && !hasEmpty){
+        const e = document.createElement("div");
+        e.className = "empty";
+        e.textContent = "— idle —";
+        body.appendChild(e);
+      } else if(realCards > 0 && hasEmpty){
+        hasEmpty.remove();
+      }
+    });
+    document.getElementById("s-total").textContent = cards.size;
+    document.getElementById("s-ship").textContent = shippedCount;
+  }
+
+  // main tick
+  function tick(){
+    const now = Date.now();
+    cards.forEach(t => {
+      if(!t.el) return;
+      const elapsed = (now - t.startedAt)/1000;
+      if(t.timerEl) t.timerEl.textContent = elapsed.toFixed(1) + "s";
+      // progress bar within current column
+      if(t.barEl && isFinite(t.dwell)){
+        const p = Math.min(100, ((now - t.enteredAt)/t.dwell)*100);
+        t.barEl.style.width = p + "%";
+      } else if(t.barEl){
+        t.barEl.style.width = "100%";
+      }
+      // advance?
+      if(isFinite(t.dwell) && (now - t.enteredAt) >= t.dwell){
+        advance(t);
+      }
+    });
+
+    // retire old shipped cards to keep board clean
+    const shipped = [...cards.values()].filter(t => COLS[t.state].key === "shipped");
+    if(shipped.length > 5){
+      shipped.sort((a,b)=>a.enteredAt-b.enteredAt);
+      const victim = shipped[0];
+      if(victim.el && !victim.el.classList.contains("leaving")){
+        victim.el.classList.add("leaving");
+        const vid = victim.id;
+        setTimeout(()=>{
+          if(victim.el) victim.el.remove();
+          cards.delete(vid);
+          updateCounts();
+        }, 380);
+      }
+    }
+
+    // keep the queue fed
+    const queued = [...cards.values()].filter(t => COLS[t.state].key==="queued").length;
+    if(queued < 3 && cards.size < 16){
+      makeTask(0);
+    }
+
+    // throughput per minute
+    shipTimestamps = shipTimestamps.filter(ts => now - ts < 60000);
+    document.getElementById("s-thru").textContent = shipTimestamps.length;
+
+    requestAnimationFrame(tick);
+  }
+
+  // seed the board across columns for an alive first paint
+  function seed(){
+    const seedPlan = [
+      [0,0,0,0],   // queued
+      [1,1,1],     // running
+      [2,2],       // done
+      [3,3,3],     // shipped
+    ];
+    seedPlan.forEach(group => {
+      group.forEach(state => {
+        const t = makeTask(state);
+        // stagger the entered time so they advance at different moments
+        t.enteredAt = Date.now() - rnd(t.dwell*0.7);
+        t.startedAt = Date.now() - rnd(9000) - state*2000;
+        if(COLS[state].key==="shipped"){ shippedCount++; }
+      });
+    });
+    updateCounts();
+  }
+
+  seed();
+  requestAnimationFrame(tick);
+})();
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/43bda69f7b6d/claude-code.png b/data/artifacts/43bda69f7b6d/claude-code.png
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diff --git a/data/artifacts/43bda69f7b6d/gemma3-12b.html b/data/artifacts/43bda69f7b6d/gemma3-12b.html
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--- /dev/null
+++ b/data/artifacts/43bda69f7b6d/gemma3-12b.html
@@ -0,0 +1,244 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Agent Kanban</title>
+    <style>
+        body {
+            background-color: #222;
+            font-family: sans-serif;
+            margin: 0;
+            overflow: hidden; /* Hide scrollbars */
+        }
+
+        .kanban-container {
+            display: flex;
+            width: 100%;
+            height: 100vh;
+        }
+
+        .column {
+            flex: 1;
+            background-color: #333;
+            padding: 20px;
+            box-sizing: border-box;
+            position: relative;
+            overflow: hidden; /* Hide cards overflowing */
+        }
+
+        .column h2 {
+            color: #00ff00;
+            margin-bottom: 10px;
+            text-align: center;
+        }
+
+        .card {
+            background-color: rgba(50, 50, 50, 0.7);
+            border-radius: 5px;
+            padding: 15px;
+            margin-bottom: 10px;
+            position: relative;
+            transition: transform 0.5s ease;
+            display: flex;
+            align-items: center;
+        }
+
+        .card.running {
+          background-color: rgba(255, 0, 0, 0.7); /* Red for running */
+        }
+
+        .card.shipped {
+          background-color: rgba(0, 255, 0, 0.7); /* Green for shipped */
+        }
+
+
+        .card img {
+            width: 30px;
+            height: 30px;
+            border-radius: 50%;
+            margin-right: 10px;
+        }
+
+        .card .title {
+            color: #fff;
+            font-weight: bold;
+            flex-grow: 1; /* Allows title to take remaining space */
+        }
+
+        .card .timer {
+            color: #aaa;
+            margin-left: 10px;
+        }
+
+        .column span {
+            position: absolute;
+            bottom: 10px;
+            left: 50%;
+            transform: translateX(-50%);
+            color: #00ff00;
+            font-size: 0.8em;
+        }
+
+
+    </style>
+</head>
+<body>
+
+<div class="kanban-container">
+
+    <div class="column" id="queued">
+        <h2>Queued (0)</h2>
+    </div>
+
+    <div class="column" id="running">
+        <h2>Running (0)</h2>
+    </div>
+
+    <div class="column" id="done">
+        <h2>Done (0)</h2>
+    </div>
+
+    <div class="column" id="shipped">
+        <h2>Shipped (0)</h2>
+    </div>
+
+</div>
+
+
+<script>
+    const cards = [
+        { title: "Agent Alpha - Report Generation", avatar: 'https://i.imgur.com/Vw9F6eN.png' },
+        { title: "Agent Beta - Data Analysis", avatar: 'https://i.imgur.com/a0l8m8y.png' },
+        { title: "Agent Gamma - Model Training", avatar: 'https://i.imgur.com/24tXWzJ.png' },
+        { title: "Agent Delta - Feature Engineering", avatar: 'https://i.imgur.com/5Q1bVqC.png' },
+        { title: "Agent Epsilon - Optimization Run", avatar: 'https://i.imgur.com/rU87J4t.png' },
+        { title: "Agent Zeta - Validation Testing", avatar: 'https://i.imgur.com/wG632vX.png' },
+        { title: "Agent Eta - Documentation Update", avatar: 'https://i.imgur.com/aWjT7Q5.png' },
+        { title: "Agent Theta - Error Handling", avatar: 'https://i.imgur.com/pS0u3rA.png'},
+        { title: "Agent Iota - Performance Profiling", avatar: 'https://i.imgur.com/965fR6b.png' },
+        { title: "Agent Kappa - Code Review", avatar: 'https://i.imgur.com/g71YQ6K.png'}
+    ];
+
+    const queuedColumn = document.getElementById('queued');
+    const runningColumn = document.getElementById('running');
+    const doneColumn = document.getElementById('done');
+    const shippedColumn = document.getElementById('shipped');
+
+    let timerInterval;
+    let taskIndex = 0;
+
+
+
+    function createCard(task) {
+        const card = document.createElement('div');
+        card.classList.add('card');
+
+        const avatarImg = document.createElement('img');
+        avatarImg.src = task.avatar;
+        avatarImg.alt = "Agent Avatar";
+
+        const titleSpan = document.createElement('span');
+        titleSpan.classList.add('title');
+        titleSpan.textContent = task.title;
+
+        const timerSpan = document.createElement('span');
+        timerSpan.classList.add('timer');
+        timerSpan.id = `timer-${taskIndex}`;
+        timerSpan.textContent = "0:00";
+
+
+        card.appendChild(avatarImg);
+        card.appendChild(titleSpan);
+        card.appendChild(timerSpan);
+        return card;
+    }
+
+
+
+    function updateCounts() {
+      document.getElementById('queued').querySelector('h2').textContent = `Queued (${queuedColumn.children.length})`;
+      document.getElementById('running').querySelector('h2').textContent = `Running (${runningColumn.children.length})`;
+      document.getElementById('done').querySelector('h2').textContent = `Done (${doneColumn.children.length})`;
+      document.getElementById('shipped').querySelector('h2').textContent = `Shipped (${shippedColumn.children.length})`;
+
+    }
+
+
+
+    function startTimer(card) {
+        let seconds = 0;
+        const timerElement = card.querySelector('.timer');
+        timerInterval = setInterval(() => {
+            seconds++;
+            const minutes = Math.floor(seconds / 60);
+            const remainingSeconds = seconds % 60;
+            timerElement.textContent = `${minutes}:${remainingSeconds < 10 ? '0' : ''}${remainingSeconds}`;
+        }, 1000);
+    }
+
+     function moveCard(card, targetColumn) {
+        card.style.transform = `translateX(${targetColumn.offsetLeft - card.offsetParent.offsetLeft}px)`;  // smooth transition
+        card.style.transition = 'transform 0.5s ease';
+        targetColumn.appendChild(card);
+
+    }
+
+
+
+    function advanceTask() {
+         if (taskIndex < cards.length) {
+            const task = cards[taskIndex];
+            const card = createCard(task);
+            queuedColumn.appendChild(card);
+            updateCounts();
+
+
+            setTimeout(() => {
+                moveCard(card, runningColumn);
+                 card.classList.add('running');
+                startTimer(card);
+                updateCounts();
+
+            }, 2000);
+
+
+
+            setTimeout(() => {
+                moveCard(card, doneColumn);
+                card.classList.remove('running');
+                card.classList.add('done');
+                updateCounts();
+
+            }, 5000);
+
+
+
+             setTimeout(() => {
+                 moveCard(card, shippedColumn);
+                 card.classList.remove('done');
+                 card.classList.add('shipped');
+                 clearInterval(timerInterval); // Stop timer when shipped
+                 updateCounts();
+
+             }, 7000);
+
+
+
+
+            taskIndex++;
+
+
+        } else {
+            // Optionally restart the process after all tasks are done
+           //  setTimeout(advanceTask,5000)
+        }
+    }
+
+
+
+     timerInterval = setInterval(() => advanceTask(), 12000 ); //start new task every 12 seconds
+</script>
+
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/43bda69f7b6d/gemma3-12b.png b/data/artifacts/43bda69f7b6d/gemma3-12b.png
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diff --git a/data/artifacts/43bda69f7b6d/gpt.html b/data/artifacts/43bda69f7b6d/gpt.html
new file mode 100644
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--- /dev/null
+++ b/data/artifacts/43bda69f7b6d/gpt.html
@@ -0,0 +1,808 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8" />
+<title>Agent Pipeline Kanban</title>
+<style>
+  :root {
+    --bg: #050714;
+    --bg-alt: #080b1e;
+    --card-bg: #0e1224;
+    --accent-queued: #3bc7ff;
+    --accent-running: #ff9f1c;
+    --accent-done: #2ec4b6;
+    --accent-shipped: #ff3366;
+    --text-main: #f7f8ff;
+    --text-muted: #7b84a5;
+    --border-subtle: #1b2140;
+    --shadow-soft: 0 16px 40px rgba(0, 0, 0, 0.6);
+    --radius-lg: 16px;
+    --radius-md: 12px;
+    --radius-sm: 999px;
+    --transition-fast: 0.22s cubic-bezier(0.19, 1, 0.22, 1);
+  }
+
+  * {
+    box-sizing: border-box;
+    margin: 0;
+    padding: 0;
+  }
+
+  html, body {
+    width: 100%;
+    height: 100%;
+    overflow: hidden;
+    font-family: system-ui, -apple-system, BlinkMacSystemFont, "SF Pro Text",
+      "Segoe UI", sans-serif;
+    background: radial-gradient(circle at top, #151b3b 0, #050714 55%);
+    color: var(--text-main);
+  }
+
+  body {
+    display: flex;
+    align-items: stretch;
+    justify-content: center;
+    padding: 16px;
+  }
+
+  .app-shell {
+    flex: 1;
+    max-width: 1200px;
+    max-height: 760px;
+    margin: auto;
+    background: radial-gradient(circle at top left, #1b1f3b 0, #050714 65%);
+    border-radius: 24px;
+    border: 1px solid #2b3258;
+    box-shadow: var(--shadow-soft);
+    display: flex;
+    flex-direction: column;
+    overflow: hidden;
+    position: relative;
+  }
+
+  /* Glow ring */
+  .app-shell::before {
+    content: "";
+    position: absolute;
+    inset: -2px;
+    border-radius: inherit;
+    background: radial-gradient(circle at 10% 0, rgba(59,199,255,0.35), transparent 55%),
+                radial-gradient(circle at 90% 100%, rgba(255,153,102,0.28), transparent 60%);
+    mix-blend-mode: screen;
+    opacity: 0.35;
+    pointer-events: none;
+    z-index: -1;
+  }
+
+  .header {
+    padding: 14px 20px 10px;
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    border-bottom: 1px solid rgba(89, 98, 158, 0.35);
+    background: linear-gradient(180deg, rgba(15,18,42,0.85), rgba(5,7,20,0.95));
+    backdrop-filter: blur(16px);
+  }
+
+  .header-left {
+    display: flex;
+    align-items: center;
+    gap: 10px;
+  }
+
+  .app-pill {
+    width: 26px;
+    height: 26px;
+    border-radius: 10px;
+    border: 1px solid rgba(97, 218, 251, 0.7);
+    background: radial-gradient(circle at 30% 20%, #5cf3ff 0, transparent 45%),
+      radial-gradient(circle at 80% 80%, #ff4b93 0, transparent 55%);
+    box-shadow:
+      0 0 14px rgba(92, 243, 255, 0.7),
+      0 0 22px rgba(255, 75, 147, 0.55);
+    position: relative;
+  }
+
+  .app-pill::after {
+    content: "";
+    position: absolute;
+    inset: 4px;
+    border-radius: 7px;
+    background: radial-gradient(circle at 25% 30%, #111827 0, #020617 70%);
+  }
+
+  .title-block {
+    display: flex;
+    flex-direction: column;
+    gap: 2px;
+  }
+
+  .title {
+    font-size: 15px;
+    letter-spacing: 0.06em;
+    text-transform: uppercase;
+    color: #e0e7ff;
+    display: flex;
+    align-items: center;
+    gap: 8px;
+  }
+
+  .title span.accent {
+    color: #61f2ff;
+  }
+
+  .subtitle {
+    font-size: 11px;
+    color: #9ca3ff;
+    opacity: 0.9;
+  }
+
+  .header-right {
+    display: flex;
+    align-items: center;
+    gap: 12px;
+    font-size: 11px;
+    color: var(--text-muted);
+  }
+
+  .status-pill {
+    border-radius: 999px;
+    border: 1px solid rgba(148, 163, 255, 0.5);
+    padding: 4px 10px;
+    display: inline-flex;
+    align-items: center;
+    gap: 6px;
+    background: radial-gradient(circle at 0 0, rgba(59, 199, 255, 0.18), transparent 55%),
+                radial-gradient(circle at 100% 100%, rgba(248, 113, 113, 0.15), transparent 60%);
+  }
+
+  .status-dot {
+    width: 7px;
+    height: 7px;
+    border-radius: 999px;
+    background: #34d399;
+    box-shadow: 0 0 10px rgba(52, 211, 153, 0.9);
+  }
+
+  .hint {
+    opacity: 0.7;
+  }
+
+  .main {
+    flex: 1;
+    display: flex;
+    padding: 10px 14px 16px;
+    gap: 14px;
+  }
+
+  .column {
+    flex: 1;
+    min-width: 0;
+    position: relative;
+    display: flex;
+    flex-direction: column;
+    background: radial-gradient(circle at top, rgba(31, 41, 79, 0.7), rgba(9, 10, 24, 0.98));
+    border-radius: var(--radius-lg);
+    border: 1px solid var(--border-subtle);
+    overflow: hidden;
+  }
+
+  .column::before {
+    content: "";
+    position: absolute;
+    inset: 0;
+    background: radial-gradient(circle at top, rgba(255, 255, 255, 0.03), transparent 55%);
+    pointer-events: none;
+    mix-blend-mode: screen;
+  }
+
+  .column-header {
+    padding: 10px 11px 8px;
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    position: relative;
+    z-index: 1;
+  }
+
+  .column-title {
+    display: flex;
+    flex-direction: column;
+    gap: 1px;
+  }
+
+  .column-label {
+    font-size: 12px;
+    letter-spacing: 0.08em;
+    text-transform: uppercase;
+    color: var(--text-muted);
+    display: flex;
+    align-items: center;
+    gap: 6px;
+  }
+
+  .column-label span {
+    font-size: 11px;
+  }
+
+  .column-accent-dot {
+    width: 7px;
+    height: 7px;
+    border-radius: 999px;
+    box-shadow: 0 0 10px currentColor;
+  }
+
+  .column-meta {
+    font-size: 10px;
+    color: #64748b;
+  }
+
+  .column-count {
+    font-size: 16px;
+    font-variant-numeric: tabular-nums;
+    letter-spacing: 0.02em;
+  }
+
+  .column-count small {
+    font-size: 11px;
+    margin-left: 2px;
+    color: var(--text-muted);
+  }
+
+  .column-body {
+    flex: 1;
+    position: relative;
+    padding: 0 8px 10px;
+    overflow: hidden;
+  }
+
+  .column-scroll {
+    position: absolute;
+    inset: 0 0 0 0;
+    overflow-y: auto;
+    padding-right: 4px;
+  }
+
+  /* Custom scrollbar */
+  .column-scroll::-webkit-scrollbar {
+    width: 4px;
+  }
+  .column-scroll::-webkit-scrollbar-track {
+    background: transparent;
+  }
+  .column-scroll::-webkit-scrollbar-thumb {
+    background: rgba(148, 163, 255, 0.3);
+    border-radius: 999px;
+  }
+
+  .card {
+    position: relative;
+    background: linear-gradient(145deg, rgba(15, 23, 42, 0.96), rgba(17, 24, 39, 0.98));
+    border-radius: var(--radius-md);
+    border: 1px solid rgba(148, 163, 255, 0.28);
+    padding: 10px 10px 9px;
+    margin: 0 0 8px;
+    display: flex;
+    flex-direction: column;
+    gap: 6px;
+    box-shadow:
+      0 10px 25px rgba(15, 23, 42, 0.88),
+      0 0 0 1px rgba(15, 23, 42, 0.9);
+    transition: transform var(--transition-fast), box-shadow var(--transition-fast),
+      border-color var(--transition-fast), background var(--transition-fast),
+      opacity 0.24s ease-out;
+    transform: translate3d(0, 0, 0);
+  }
+
+  .card:hover {
+    transform: translate3d(0, -1px, 0);
+    border-color: rgba(129, 140, 248, 0.9);
+    box-shadow:
+      0 14px 35px rgba(17, 24, 39, 0.9),
+      0 0 0 1px rgba(96, 165, 250, 0.3);
+    background: radial-gradient(circle at top left, rgba(56, 189, 248, 0.12), transparent 55%),
+                radial-gradient(circle at bottom right, rgba(248, 113, 113, 0.1), transparent 60%),
+                linear-gradient(145deg, rgba(15, 23, 42, 0.96), rgba(17, 24, 39, 0.98));
+  }
+
+  .card-row {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    gap: 5px;
+  }
+
+  .agent-block {
+    display: flex;
+    align-items: center;
+    gap: 7px;
+    min-width: 0;
+  }
+
+  .agent-avatar {
+    width: 18px;
+    height: 18px;
+    border-radius: 999px;
+    position: relative;
+    background: radial-gradient(circle at 30% 20%, #fef3c7 0, #0f172a 65%);
+    box-shadow:
+      0 0 6px rgba(248, 250, 252, 0.7),
+      0 0 12px rgba(59, 130, 246, 0.85);
+    flex-shrink: 0;
+  }
+
+  .agent-avatar::after {
+    content: "";
+    position: absolute;
+    inset: 3px 3px 5px;
+    border-radius: 999px;
+    border-top: 1px solid rgba(148, 163, 255, 0.7);
+    border-bottom: 1px solid rgba(248, 250, 252, 0.35);
+    opacity: 0.9;
+  }
+
+  .agent-initials {
+    position: absolute;
+    inset: 0;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    font-size: 9px;
+    font-weight: 600;
+    color: #020617;
+    text-shadow: 0 0 4px rgba(248, 250, 252, 0.9);
+  }
+
+  .agent-name {
+    font-size: 11px;
+    color: #cbd5ff;
+    white-space: nowrap;
+    overflow: hidden;
+    text-overflow: ellipsis;
+  }
+
+  .badge {
+    font-size: 9px;
+    text-transform: uppercase;
+    letter-spacing: 0.09em;
+    padding: 2px 6px;
+    border-radius: 999px;
+    border: 1px solid rgba(148, 163, 255, 0.5);
+    color: #a5b4fc;
+    background: radial-gradient(circle at 0 0, rgba(94, 234, 212, 0.29), transparent 55%),
+                radial-gradient(circle at 100% 100%, rgba(59, 130, 246, 0.35), transparent 60%);
+  }
+
+  .title-row {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    gap: 8px;
+  }
+
+  .task-title {
+    font-size: 12px;
+    color: #e5e7eb;
+    white-space: nowrap;
+    overflow: hidden;
+    text-overflow: ellipsis;
+  }
+
+  .timer {
+    font-size: 11px;
+    font-variant-numeric: tabular-nums;
+    color: #f97316;
+    display: inline-flex;
+    align-items: center;
+    gap: 4px;
+  }
+
+  .timer-dot {
+    width: 6px;
+    height: 6px;
+    border-radius: 999px;
+    background: #f97316;
+    box-shadow: 0 0 8px rgba(249, 115, 22, 0.85);
+  }
+
+  .meta-row {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    font-size: 10px;
+    color: #6b7280;
+  }
+
+  .meta-left {
+    display: flex;
+    align-items: center;
+    gap: 6px;
+  }
+
+  .pill {
+    padding: 1px 6px;
+    border-radius: 999px;
+    border: 1px solid rgba(148, 163, 255, 0.4);
+    background: rgba(15, 23, 42, 0.9);
+  }
+
+  .priority-dot {
+    width: 6px;
+    height: 6px;
+    border-radius: 999px;
+    background: #22c55e;
+    box-shadow: 0 0 8px rgba(34, 197, 94, 0.8);
+  }
+  .priority-dot.high {
+    background: #fb7185;
+    box-shadow: 0 0 8px rgba(248, 113, 113, 0.95);
+  }
+
+  .meta-right {
+    display: flex;
+    align-items: center;
+    gap: 5px;
+  }
+
+  .spark {
+    width: 7px;
+    height: 7px;
+    border-radius: 2px;
+    background:
+      conic-gradient(from 180deg, #22d3ee, #f97316, #a855f7, #22d3ee);
+    box-shadow: 0 0 9px rgba(56, 189, 248, 0.75);
+    animation: spinSpark 2.4s linear infinite;
+  }
+
+  @keyframes spinSpark {
+    to {
+      transform: rotate(1turn);
+    }
+  }
+
+  /* Column-specific accents */
+  .column[data-stage="Queued"] .column-label .column-accent-dot {
+    color: var(--accent-queued);
+    background: radial-gradient(circle at 30% 30%, #e0f2fe 0, var(--accent-queued) 65%);
+  }
+
+  .column[data-stage="Running"] .column-label .column-accent-dot {
+    color: var(--accent-running);
+    background: radial-gradient(circle at 30% 30%, #ffedd5 0, var(--accent-running) 65%);
+  }
+
+  .column[data-stage="Done"] .column-label .column-accent-dot {
+    color: var(--accent-done);
+    background: radial-gradient(circle at 30% 30%, #dcfce7 0, var(--accent-done) 65%);
+  }
+
+  .column[data-stage="Shipped"] .column-label .column-accent-dot {
+    color: var(--accent-shipped);
+    background: radial-gradient(circle at 30% 30%, #fee2e2 0, var(--accent-shipped) 65%);
+  }
+
+  /* Transition classes for movement */
+  .moving-out {
+    opacity: 0;
+    transform: translate3d(18px, -4px, 0);
+  }
+
+  /* Reduce layout jank */
+  .column-scroll,
+  .card {
+    will-change: transform, opacity;
+  }
+
+  @media (max-width: 900px) {
+    body {
+      padding: 8px;
+    }
+    .app-shell {
+      max-width: 100%;
+      max-height: none;
+    }
+    .column-header {
+      padding: 8px 9px 6px;
+    }
+    .column-body {
+      padding: 0 6px 8px;
+    }
+  }
+
+  @media (max-width: 720px) {
+    .main {
+      flex-direction: column;
+    }
+  }
+
+</style>
+</head>
+<body>
+<div class="app-shell">
+  <header class="header">
+    <div class="header-left">
+      <div class="app-pill"></div>
+      <div class="title-block">
+        <div class="title">
+          <span>AGENT</span><span class="accent">PIPELINE</span>
+          <span style="font-size:11px;color:#6b7280;">v1.0</span>
+        </div>
+        <div class="subtitle">Self-animating kanban · Autonomous task lifecycle</div>
+      </div>
+    </div>
+    <div class="header-right">
+      <div class="status-pill">
+        <span class="status-dot"></span>
+        <span>Agents live</span>
+      </div>
+      <span class="hint">Cards auto-move from left to right</span>
+    </div>
+  </header>
+
+  <main class="main">
+    <section class="column" data-stage="Queued">
+      <div class="column-header">
+        <div class="column-title">
+          <div class="column-label">
+            <span class="column-accent-dot"></span>
+            <span>Queued</span>
+          </div>
+          <div class="column-meta">Waiting for execution window</div>
+        </div>
+        <div class="column-count">
+          <span class="count-value">0</span><small>tasks</small>
+        </div>
+      </div>
+      <div class="column-body">
+        <div class="column-scroll" data-column="Queued"></div>
+      </div>
+    </section>
+
+    <section class="column" data-stage="Running">
+      <div class="column-header">
+        <div class="column-title">
+          <div class="column-label">
+            <span class="column-accent-dot"></span>
+            <span>Running</span>
+          </div>
+          <div class="column-meta">Agents actively executing</div>
+        </div>
+        <div class="column-count">
+          <span class="count-value">0</span><small>tasks</small>
+        </div>
+      </div>
+      <div class="column-body">
+        <div class="column-scroll" data-column="Running"></div>
+      </div>
+    </section>
+
+    <section class="column" data-stage="Done">
+      <div class="column-header">
+        <div class="column-title">
+          <div class="column-label">
+            <span class="column-accent-dot"></span>
+            <span>Done</span>
+          </div>
+          <div class="column-meta">Awaiting verification &amp; ship</div>
+        </div>
+        <div class="column-count">
+          <span class="count-value">0</span><small>tasks</small>
+        </div>
+      </div>
+      <div class="column-body">
+        <div class="column-scroll" data-column="Done"></div>
+      </div>
+    </section>
+
+    <section class="column" data-stage="Shipped">
+      <div class="column-header">
+        <div class="column-title">
+          <div class="column-label">
+            <span class="column-accent-dot"></span>
+            <span>Shipped</span>
+          </div>
+          <div class="column-meta">Completed &amp; deployed artefacts</div>
+        </div>
+        <div class="column-count">
+          <span class="count-value">0</span><small>tasks</small>
+        </div>
+      </div>
+      <div class="column-body">
+        <div class="column-scroll" data-column="Shipped"></div>
+      </div>
+    </section>
+  </main>
+</div>
+
+<script>
+(function () {
+  const stages = ["Queued", "Running", "Done", "Shipped"];
+
+  const taskTemplates = [
+    "Vector DB sync job",
+    "Docs ingestion batch",
+    "RAG index rebuild",
+    "Analytics export task",
+    "User feedback triage",
+    "Fine-tune warmup",
+    "Latency probe sweep",
+    "Metrics rollup cron",
+    "Semantic cache prune",
+    "Release notes draft"
+  ];
+
+  const agents = [
+    { name: "Nova-01", initials: "N1" },
+    { name: "Orion-02", initials: "O2" },
+    { name: "Lyra-03", initials: "L3" },
+    { name: "Atlas-04", initials: "A4" },
+    { name: "Vega-05", initials: "V5" }
+  ];
+
+  const columnEls = {};
+  const countEls = {};
+
+  stages.forEach(stage => {
+    columnEls[stage] = document.querySelector('.column-scroll[data-column="' + stage + '"]');
+    countEls[stage] = document.querySelector('.column[data-stage="' + stage + '"] .count-value');
+  });
+
+  function createCard(task) {
+    const card = document.createElement("article");
+    card.className = "card";
+    card.dataset.id = task.id;
+    card.dataset.stage = task.stage;
+    card.dataset.priority = task.priority;
+    card.dataset.startedAt = task.startedAt;
+    card.dataset.elapsedMs = task.elapsedMs;
+    card.innerHTML = `
+      <div class="card-row">
+        <div class="agent-block">
+          <div class="agent-avatar">
+            <div class="agent-initials">${task.agent.initials}</div>
+          </div>
+          <div class="agent-name">${task.agent.name}</div>
+        </div>
+        <div class="badge">${task.priority.toUpperCase()}</div>
+      </div>
+      <div class="title-row">
+        <div class="task-title">${task.title}</div>
+        <div class="timer">
+          <span class="timer-dot"></span>
+          <span class="timer-text">00:00</span>
+        </div>
+      </div>
+      <div class="meta-row">
+        <div class="meta-left">
+          <span class="pill">
+            <span class="priority-dot ${task.priority === "high" ? "high" : ""}"></span>
+            <span>${task.stage}</span>
+          </span>
+        </div>
+        <div class="meta-right">
+          <span class="spark"></span>
+          <span class="meta-label">agent loop</span>
+        </div>
+      </div>
+    `;
+    return card;
+  }
+
+  function updateCounts() {
+    stages.forEach(stage => {
+      const col = columnEls[stage];
+      countEls[stage].textContent = col.children.length;
+    });
+  }
+
+  function formatElapsed(ms) {
+    const totalSeconds = Math.floor(ms / 1000);
+    const m = Math.floor(totalSeconds / 60);
+    const s = totalSeconds % 60;
+    return String(m).padStart(2, "0") + ":" + String(s).padStart(2, "0");
+  }
+
+  function updateTimers() {
+    const now = performance.now();
+    document.querySelectorAll(".card").forEach(card => {
+      const startedAt = Number(card.dataset.startedAt) || now;
+      const elapsed = now - startedAt + (Number(card.dataset.elapsedMs) || 0);
+      const textEl = card.querySelector(".timer-text");
+      if (textEl) textEl.textContent = formatElapsed(elapsed);
+    });
+    requestAnimationFrame(updateTimers);
+  }
+
+  const tasks = [];
+  let idCounter = 1;
+
+  function initTasks() {
+    const now = performance.now();
+    const numTasks = 10;
+    for (let i = 0; i < numTasks; i++) {
+      const stageIdx = Math.floor((i / numTasks) * stages.length);
+      const stage = stages[Math.min(stageIdx, stages.length - 1)];
+      const agent = agents[i % agents.length];
+      const priority = i % 3 === 0 ? "high" : "normal";
+      const baseElapsed = (Math.random() * 60 + 10) * 1000;
+      const startedAt = now - baseElapsed;
+
+      const task = {
+        id: "t" + idCounter++,
+        stage,
+        title: taskTemplates[i % taskTemplates.length],
+        agent,
+        priority,
+        startedAt,
+        elapsedMs: 0,
+        lastMove: now - Math.random() * 30000,
+        waitMs: 8000 + Math.random() * 9000
+      };
+      tasks.push(task);
+      const card = createCard(task);
+      columnEls[stage].appendChild(card);
+    }
+    updateCounts();
+  }
+
+  function moveTask(task, nextStage) {
+    const currentStage = task.stage;
+    if (currentStage === nextStage) return;
+    const card = document.querySelector('.card[data-id="' + task.id + '"]');
+    if (!card) return;
+
+    const now = performance.now();
+    const elapsedSinceStart = now - task.startedAt + (task.elapsedMs || 0);
+    task.elapsedMs = elapsedSinceStart;
+    task.startedAt = now;
+    task.stage = nextStage;
+    task.lastMove = now;
+    task.waitMs = 8000 + Math.random() * 9000;
+
+    card.dataset.stage = nextStage;
+    const pillStage = card.querySelector(".pill span:last-child");
+    if (pillStage) pillStage.textContent = nextStage;
+
+    const parent = card.parentElement;
+    card.classList.add("moving-out");
+
+    const onEnd = () => {
+      card.removeEventListener("transitionend", onEnd);
+      if (parent && parent.contains(card)) parent.removeChild(card);
+      card.classList.remove("moving-out");
+      columnEls[nextStage].appendChild(card);
+      updateCounts();
+    };
+
+    // Ensure the transition triggers
+    requestAnimationFrame(() => {
+      card.addEventListener("transitionend", onEnd);
+      card.offsetHeight;
+      card.style.transform = "translate3d(18px, -4px, 0)";
+      card.style.opacity = "0";
+    });
+  }
+
+  function scheduleMovementLoop() {
+    function tick() {
+      const now = performance.now();
+      tasks.forEach(task => {
+        const stageIndex = stages.indexOf(task.stage);
+        if (stageIndex === -1 || stageIndex === stages.length - 1) return;
+        if (now - task.lastMove >= task.waitMs) {
+          const nextStage = stages[stageIndex + 1];
+          moveTask(task, nextStage);
+        }
+      });
+      setTimeout(tick, 600);
+    }
+    setTimeout(tick, 1200);
+  }
+
+  initTasks();
+  requestAnimationFrame(updateTimers);
+  scheduleMovementLoop();
+})();
+</script>
+</body>
+</html>
\ No newline at end of file
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@@ -0,0 +1,532 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Agent Task Pipeline</title>
+<style>
+  @import url('https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@400;600;700&family=Orbitron:wght@500;700&display=swap');
+
+  :root {
+    --bg: #0a0a0f;
+    --surface: #12121a;
+    --border: #1e1e2e;
+    --queued: #00d4ff;
+    --running: #ff00aa;
+    --done: #b8ff00;
+    --shipped: #aa66ff;
+    --text: #e0e0f0;
+    --muted: #6a6a8a;
+    --glow-q: 0 0 12px rgba(0,212,255,0.5);
+    --glow-r: 0 0 12px rgba(255,0,170,0.5);
+    --glow-d: 0 0 12px rgba(184,255,0,0.5);
+    --glow-s: 0 0 12px rgba(170,102,255,0.5);
+  }
+
+  * { margin: 0; padding: 0; box-sizing: border-box; }
+
+  body {
+    font-family: 'JetBrains Mono', monospace;
+    background: var(--bg);
+    color: var(--text);
+    min-height: 100vh;
+    overflow-x: hidden;
+    background-image:
+      radial-gradient(ellipse at 20% 50%, rgba(0,212,255,0.06) 0%, transparent 50%),
+      radial-gradient(ellipse at 80% 20%, rgba(255,0,170,0.05) 0%, transparent 50%),
+      radial-gradient(ellipse at 60% 80%, rgba(170,102,255,0.05) 0%, transparent 50%);
+  }
+
+  header {
+    text-align: center;
+    padding: 1.5rem 1rem 1rem;
+    border-bottom: 1px solid var(--border);
+    background: linear-gradient(180deg, rgba(18,18,26,0.9) 0%, transparent 100%);
+  }
+
+  header h1 {
+    font-family: 'Orbitron', sans-serif;
+    font-size: 1.4rem;
+    font-weight: 700;
+    letter-spacing: 0.15em;
+    background: linear-gradient(90deg, var(--queued), var(--running), var(--done), var(--shipped));
+    -webkit-background-clip: text;
+    -webkit-text-fill-color: transparent;
+    background-clip: text;
+    text-transform: uppercase;
+  }
+
+  header .sub {
+    font-size: 0.7rem;
+    color: var(--muted);
+    margin-top: 0.4rem;
+    letter-spacing: 0.2em;
+  }
+
+  .board {
+    display: grid;
+    grid-template-columns: repeat(4, 1fr);
+    gap: 1rem;
+    padding: 1.25rem;
+    max-width: 1400px;
+    margin: 0 auto;
+    min-height: calc(100vh - 100px);
+  }
+
+  .column {
+    background: var(--surface);
+    border: 1px solid var(--border);
+    border-radius: 12px;
+    display: flex;
+    flex-direction: column;
+    overflow: hidden;
+    position: relative;
+  }
+
+  .column::before {
+    content: '';
+    position: absolute;
+    top: 0; left: 0; right: 0;
+    height: 3px;
+  }
+
+  .column[data-col="queued"]::before { background: var(--queued); box-shadow: var(--glow-q); }
+  .column[data-col="running"]::before { background: var(--running); box-shadow: var(--glow-r); }
+  .column[data-col="done"]::before { background: var(--done); box-shadow: var(--glow-d); }
+  .column[data-col="shipped"]::before { background: var(--shipped); box-shadow: var(--glow-s); }
+
+  .col-header {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    padding: 0.9rem 1rem 0.7rem;
+    border-bottom: 1px solid var(--border);
+  }
+
+  .col-title {
+    font-family: 'Orbitron', sans-serif;
+    font-size: 0.75rem;
+    font-weight: 600;
+    letter-spacing: 0.12em;
+    text-transform: uppercase;
+  }
+
+  .column[data-col="queued"] .col-title { color: var(--queued); }
+  .column[data-col="running"] .col-title { color: var(--running); }
+  .column[data-col="done"] .col-title { color: var(--done); }
+  .column[data-col="shipped"] .col-title { color: var(--shipped); }
+
+  .col-count {
+    font-size: 0.7rem;
+    font-weight: 700;
+    min-width: 1.5rem;
+    height: 1.5rem;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    border-radius: 6px;
+    background: rgba(255,255,255,0.05);
+  }
+
+  .column[data-col="queued"] .col-count { color: var(--queued); border: 1px solid rgba(0,212,255,0.3); }
+  .column[data-col="running"] .col-count { color: var(--running); border: 1px solid rgba(255,0,170,0.3); }
+  .column[data-col="done"] .col-count { color: var(--done); border: 1px solid rgba(184,255,0,0.3); }
+  .column[data-col="shipped"] .col-count { color: var(--shipped); border: 1px solid rgba(170,102,255,0.3); }
+
+  .col-body {
+    flex: 1;
+    padding: 0.75rem;
+    display: flex;
+    flex-direction: column;
+    gap: 0.6rem;
+    overflow-y: auto;
+    min-height: 200px;
+  }
+
+  .card {
+    background: rgba(255,255,255,0.03);
+    border: 1px solid var(--border);
+    border-radius: 8px;
+    padding: 0.75rem;
+    cursor: default;
+    transition: transform 0.45s cubic-bezier(0.34, 1.56, 0.64, 1), opacity 0.35s ease, box-shadow 0.3s;
+    position: relative;
+    overflow: hidden;
+  }
+
+  .card.entering {
+    animation: slideIn 0.45s cubic-bezier(0.34, 1.56, 0.64, 1) forwards;
+  }
+
+  .card.leaving {
+    animation: slideOut 0.35s ease forwards;
+  }
+
+  @keyframes slideIn {
+    from { opacity: 0; transform: translateX(-30px) scale(0.92); }
+    to { opacity: 1; transform: translateX(0) scale(1); }
+  }
+
+  @keyframes slideOut {
+    from { opacity: 1; transform: translateX(0) scale(1); }
+    to { opacity: 0; transform: translateX(30px) scale(0.92); }
+  }
+
+  .card:hover {
+    border-color: rgba(255,255,255,0.12);
+    box-shadow: 0 4px 20px rgba(0,0,0,0.3);
+  }
+
+  .card-top {
+    display: flex;
+    align-items: center;
+    gap: 0.55rem;
+    margin-bottom: 0.5rem;
+  }
+
+  .avatar {
+    width: 10px;
+    height: 10px;
+    border-radius: 50%;
+    flex-shrink: 0;
+    animation: pulse 2s ease-in-out infinite;
+  }
+
+  @keyframes pulse {
+    0%, 100% { opacity: 1; transform: scale(1); }
+    50% { opacity: 0.6; transform: scale(1.25); }
+  }
+
+  .card-title {
+    font-size: 0.72rem;
+    font-weight: 600;
+    line-height: 1.35;
+    color: var(--text);
+    flex: 1;
+  }
+
+  .card-meta {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    margin-top: 0.35rem;
+  }
+
+  .timer {
+    font-size: 0.65rem;
+    color: var(--muted);
+    font-variant-numeric: tabular-nums;
+  }
+
+  .timer span { color: var(--text); opacity: 0.7; }
+
+  .agent-tag {
+    font-size: 0.55rem;
+    letter-spacing: 0.08em;
+    text-transform: uppercase;
+    color: var(--muted);
+    opacity: 0.8;
+  }
+
+  .card[data-stage="queued"] .avatar { background: var(--queued); box-shadow: var(--glow-q); }
+  .card[data-stage="running"] .avatar { background: var(--running); box-shadow: var(--glow-r); animation-duration: 0.8s; }
+  .card[data-stage="done"] .avatar { background: var(--done); box-shadow: var(--glow-d); }
+  .card[data-stage="shipped"] .avatar { background: var(--shipped); box-shadow: var(--glow-s); animation: none; opacity: 0.7; }
+
+  .card[data-stage="running"] {
+    border-color: rgba(255,0,170,0.25);
+    background: rgba(255,0,170,0.04);
+  }
+
+  .card[data-stage="shipped"] {
+    opacity: 0.75;
+  }
+
+  .card[data-stage="shipped"] .card-title {
+    text-decoration: line-through;
+    opacity: 0.6;
+  }
+
+  .progress-bar {
+    position: absolute;
+    bottom: 0; left: 0;
+    height: 2px;
+    background: var(--running);
+    width: 0%;
+    transition: width 0.1s linear;
+    box-shadow: var(--glow-r);
+  }
+
+  .card[data-stage="running"] .progress-bar { display: block; }
+  .card:not([data-stage="running"]) .progress-bar { display: none; }
+
+  ::-webkit-scrollbar { width: 4px; }
+  ::-webkit-scrollbar-track { background: transparent; }
+  ::-webkit-scrollbar-thumb { background: rgba(255,255,255,0.1); border-radius: 2px; }
+
+  @media (max-width: 900px) {
+    .board { grid-template-columns: repeat(2, 1fr); }
+  }
+  @media (max-width: 500px) {
+    .board { grid-template-columns: 1fr; }
+  }
+</style>
+</head>
+<body>
+<header>
+  <h1>Agent Pipeline</h1>
+  <div class="sub">AUTONOMOUS TASK ORCHESTRATION</div>
+</header>
+<div class="board" id="board">
+  <div class="column" data-col="queued">
+    <div class="col-header">
+      <span class="col-title">Queued</span>
+      <span class="col-count" id="count-queued">0</span>
+    </div>
+    <div class="col-body" id="body-queued"></div>
+  </div>
+  <div class="column" data-col="running">
+    <div class="col-header">
+      <span class="col-title">Running</span>
+      <span class="col-count" id="count-running">0</span>
+    </div>
+    <div class="col-body" id="body-running"></div>
+  </div>
+  <div class="column" data-col="done">
+    <div class="col-header">
+      <span class="col-title">Done</span>
+      <span class="col-count" id="count-done">0</span>
+    </div>
+    <div class="col-body" id="body-done"></div>
+  </div>
+  <div class="column" data-col="shipped">
+    <div class="col-header">
+      <span class="col-title">Shipped</span>
+      <span class="col-count" id="count-shipped">0</span>
+    </div>
+    <div class="col-body" id="body-shipped"></div>
+  </div>
+</div>
+<script>
+(function () {
+  const STAGES = ['queued', 'running', 'done', 'shipped'];
+  const AGENTS = [
+    { name: 'Nova', color: '#00d4ff' },
+    { name: 'Pulse', color: '#ff00aa' },
+    { name: 'Cipher', color: '#b8ff00' },
+    { name: 'Echo', color: '#aa66ff' },
+    { name: 'Spark', color: '#ffaa00' },
+    { name: 'Drift', color: '#00ffcc' }
+  ];
+  const TITLES = [
+    'Parse telemetry stream',
+    'Optimize vector index',
+    'Deploy canary release',
+    'Reconcile state diffs',
+    'Train embedding model',
+    'Audit access policies',
+    'Compress log archives',
+    'Sync edge caches',
+    'Validate schema mig.',
+    'Generate API stubs',
+    'Fuzz input handlers',
+    'Rebuild search graph',
+    'Purge stale sessions',
+    'Benchmark throughput',
+    'Seal crypto envelopes'
+  ];
+
+  let tasks = [];
+  let nextId = 1;
+  let titlePool = [...TITLES];
+
+  function shuffle(a) {
+    for (let i = a.length - 1; i > 0; i--) {
+      const j = Math.floor(Math.random() * (i + 1));
+      [a[i], a[j]] = [a[j], a[i]];
+    }
+    return a;
+  }
+
+  function pickTitle() {
+    if (titlePool.length === 0) titlePool = shuffle([...TITLES]);
+    return titlePool.pop();
+  }
+
+  function formatElapsed(ms) {
+    const s = Math.floor(ms / 1000);
+    const m = Math.floor(s / 60);
+    const sec = s % 60;
+    return m > 0 ? m + 'm ' + String(sec).padStart(2, '0') + 's' : sec + 's';
+  }
+
+  function createTask(stage) {
+    const agent = AGENTS[Math.floor(Math.random() * AGENTS.length)];
+    const now = Date.now();
+    return {
+      id: nextId++,
+      title: pickTitle(),
+      agent: agent.name,
+      agentColor: agent.color,
+      stage: stage || 'queued',
+      createdAt: now,
+      stageEnteredAt: now,
+      runProgress: 0,
+      dwell: getDwell(stage || 'queued')
+    };
+  }
+
+  function getDwell(stage) {
+    switch (stage) {
+      case 'queued': return 2000 + Math.random() * 3500;
+      case 'running': return 3000 + Math.random() * 5000;
+      case 'done': return 2500 + Math.random() * 3000;
+      case 'shipped': return Infinity;
+      default: return 3000;
+    }
+  }
+
+  function advanceStage(task) {
+    const idx = STAGES.indexOf(task.stage);
+    if (idx < STAGES.length - 1) {
+      task.stage = STAGES[idx + 1];
+      task.stageEnteredAt = Date.now();
+      task.dwell = getDwell(task.stage);
+      task.runProgress = 0;
+    }
+  }
+
+  function renderCard(task) {
+    const el = document.createElement('div');
+    el.className = 'card entering';
+    el.dataset.id = task.id;
+    el.dataset.stage = task.stage;
+    el.innerHTML =
+      '<div class="card-top">' +
+        '<div class="avatar" style="background:' + task.agentColor + ';box-shadow:0 0 10px ' + task.agentColor + '88"></div>' +
+        '<div class="card-title">' + task.title + '</div>' +
+      '</div>' +
+      '<div class="card-meta">' +
+        '<span class="agent-tag">' + task.agent + '</span>' +
+        '<span class="timer">⏱ <span data-timer="' + task.id + '">0s</span></span>' +
+      '</div>' +
+      '<div class="progress-bar" data-prog="' + task.id + '"></div>';
+    return el;
+  }
+
+  function updateCounts() {
+    STAGES.forEach(function (s) {
+      const n = tasks.filter(function (t) { return t.stage === s; }).length;
+      document.getElementById('count-' + s).textContent = n;
+    });
+  }
+
+  function fullRender() {
+    STAGES.forEach(function (s) {
+      const body = document.getElementById('body-' + s);
+      body.innerHTML = '';
+      tasks.filter(function (t) { return t.stage === s; }).forEach(function (t) {
+        body.appendChild(renderCard(t));
+      });
+    });
+    updateCounts();
+  }
+
+  function moveCard(task) {
+    const oldEl = document.querySelector('.card[data-id="' + task.id + '"]');
+    if (oldEl) {
+      oldEl.classList.remove('entering');
+      oldEl.classList.add('leaving');
+      setTimeout(function () {
+        if (oldEl.parentNode) oldEl.parentNode.removeChild(oldEl);
+        const body = document.getElementById('body-' + task.stage);
+        const newEl = renderCard(task);
+        body.appendChild(newEl);
+        updateCounts();
+      }, 340);
+    } else {
+      const body = document.getElementById('body-' + task.stage);
+      body.appendChild(renderCard(task));
+      updateCounts();
+    }
+  }
+
+  function tick() {
+    const now = Date.now();
+
+    tasks.forEach(function (task) {
+      const timerEl = document.querySelector('[data-timer="' + task.id + '"]');
+      if (timerEl) {
+        timerEl.textContent = formatElapsed(now - task.createdAt);
+      }
+
+      if (task.stage === 'running') {
+        const elapsed = now - task.stageEnteredAt;
+        task.runProgress = Math.min(100, (elapsed / task.dwell) * 100);
+        const progEl = document.querySelector('[data-prog="' + task.id + '"]');
+        if (progEl) progEl.style.width = task.runProgress + '%';
+      }
+
+      if (task.stage !== 'shipped' && (now - task.stageEnteredAt) >= task.dwell) {
+        const maxRunning = 2;
+        if (task.stage === 'queued') {
+          const runningCount = tasks.filter(function (t) { return t.stage === 'running'; }).length;
+          if (runningCount >= maxRunning) return;
+        }
+        advanceStage(task);
+        moveCard(task);
+      }
+    });
+
+    const shipped = tasks.filter(function (t) { return t.stage === 'shipped'; });
+    if (shipped.length > 4) {
+      const oldest = shipped.sort(function (a, b) { return a.stageEnteredAt - b.stageEnteredAt; })[0];
+      const el = document.querySelector('.card[data-id="' + oldest.id + '"]');
+      if (el) {
+        el.classList.add('leaving');
+        setTimeout(function () {
+          if (el.parentNode) el.parentNode.removeChild(el);
+          tasks = tasks.filter(function (t) { return t.id !== oldest.id; });
+          updateCounts();
+        }, 340);
+      }
+    }
+
+    const active = tasks.filter(function (t) { return t.stage !== 'shipped'; }).length;
+    if (active < 8 && Math.random() < 0.08) {
+      const t = createTask('queued');
+      tasks.push(t);
+      const body = document.getElementById('body-queued');
+      body.appendChild(renderCard(t));
+      updateCounts();
+    }
+  }
+
+  function init() {
+    titlePool = shuffle([...TITLES]);
+    const initial = [
+      createTask('queued'),
+      createTask('queued'),
+      createTask('queued'),
+      createTask('queued'),
+      createTask('running'),
+      createTask('running'),
+      createTask('done'),
+      createTask('done'),
+      createTask('shipped'),
+      createTask('shipped')
+    ];
+    initial.forEach(function (t, i) {
+      t.createdAt = Date.now() - Math.random() * 20000;
+      t.stageEnteredAt = Date.now() - Math.random() * (t.dwell === Infinity ? 5000 : t.dwell * 0.6);
+    });
+    tasks = initial;
+    fullRender();
+    setInterval(tick, 100);
+  }
+
+  init();
+})();
+</script>
+</body>
+</html>
\ No newline at end of file
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Self-Animating Agent Task-Pipeline Kanban Board</title>
+    <style>
+        * {
+            margin: 0;
+            padding: 0;
+            box-sizing: border-box;
+        }
+
+        body {
+            font-family: Arial, sans-serif;
+            background-color: #000;
+            color: #00ff7f;
+            display: flex;
+            justify-content: center;
+            align-items: center;
+            height: 100vh;
+            margin: 0;
+        }
+
+        .container {
+            width: 600px;
+            height: 300px;
+            position: relative;
+        }
+
+        .column {
+            width: 33.3%;
+            float: left;
+            padding: 20px;
+            border-left: 5px solid #00ff7f;
+        }
+
+        .column h2 {
+            margin-bottom: 10px;
+            text-align: center;
+        }
+
+        .column ul {
+            list-style-type: none;
+            padding: 0;
+            display: flex;
+            overflow-x: scroll;
+            height: 200px;
+        }
+
+        .task {
+            width: 100%;
+            background-color: #333;
+            color: #00ff7f;
+            text-align: center;
+            margin-right: 10px;
+            padding: 10px;
+            position: relative;
+        }
+
+        .task::after {
+            content: "";
+            position: absolute;
+            top: 0;
+            left: 100%;
+            height: 100%;
+            width: 5px;
+            background-color: #00ff7f;
+        }
+
+        .task p {
+            margin: 10px 0 0;
+        }
+
+        .task span {
+            position: absolute;
+            top: 10px;
+            right: -20px;
+            display: block;
+            width: 60px;
+            height: 60px;
+            background-color: #444;
+            border-radius: 50%;
+            animation: blink 1.5s infinite;
+        }
+
+        @keyframes blink {
+            0% {background-color: #444;}
+            50% {background-color: #00ff7f;}
+            100% {background-color: #444;}
+        }
+
+    </style>
+</head>
+<body>
+
+<div class="container">
+    <div class="column queued">
+        <h2>Queued</h2>
+        <ul>
+            <li class="task"><p>Title 1</p><span>.</span></li>
+            <li class="task"><p>Title 2</p><span>.</span></li>
+            <li class="task"><p>Title 3</p><span>.</span></li>
+        </ul>
+    </div>
+    <div class="column running">
+        <h2>Running</h2>
+        <ul>
+            <li class="task"><p>Title 4</p><span>.</span></li>
+            <li class="task"><p>Title 5</p><span>.</span></li>
+            <li class="task"><p>Title 6</p><span>.</span></li>
+        </ul>
+    </div>
+    <div class="column done">
+        <h2>Done</h2>
+        <ul>
+            <li class="task"><p>Title 7</p><span>.</span></li>
+            <li class="task"><p>Title 8</p><span>.</span></li>
+            <li class="task"><p>Title 9</p><span>.</span></li>
+        </ul>
+    </div>
+</div>
+
+<script>
+    let queued = document.querySelector('.queued ul');
+    let running = document.querySelector('.running ul');
+    let done = document.querySelector('.done ul');
+
+    function moveTask(task, fromColumn, toColumn) {
+        fromColumn.appendChild(toColumn.removeChild(task));
+    }
+
+    setInterval(() => {
+        let tasks = Array.from(fromColumn.children);
+        
+        for (let task of tasks) {
+            setTimeout(() => {
+                if (fromColumn === queued) {
+                    moveTask(task, queued, running);
+                } else if (fromColumn === running && task.firstChild.classList.contains('elapsed')) {
+                    moveTask(task, running, done);
+                }
+            }, Math.random() * 5000);
+        }
+
+    }, 1000);
+
+</script>
+</body>
+</html>
\ No newline at end of file
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new file mode 100644
index 0000000..83889a2
--- /dev/null
+++ b/data/artifacts/43bda69f7b6d/hf-qwen-coder-32b.html
@@ -0,0 +1,155 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Kanban Board</title>
+    <style>
+        body {
+            background-color: #0e0e0e;
+            display: flex;
+            justify-content: center;
+            align-items: center;
+            height: 100vh;
+            margin: 0;
+            font-family: 'Arial', sans-serif;
+        }
+        .board {
+            width: 80%;
+            display: grid;
+            grid-template-columns: repeat(4, 1fr);
+            gap: 20px;
+        }
+        .column {
+            background-color: #2a2a3a;
+            border-radius: 10px;
+            padding: 20px;
+            position: relative;
+        }
+        .column h2 {
+            color: #5afff4;
+            margin-bottom: 20px;
+        }
+        .task-card {
+            background-color: #1b1b2a;
+            border-radius: 10px;
+            padding: 15px;
+            margin-bottom: 15px;
+            display: flex;
+            align-items: center;
+            gap: 10px;
+            position: relative;
+        }
+        .avatar {
+            width: 20px;
+            height: 20px;
+            background-color: #ff8c69;
+            border-radius: 50%;
+        }
+        .task-title {
+            color: #ffffff;
+            font-size: 14px;
+        }
+        .timer {
+            position: absolute;
+            bottom: 10px;
+            right: 10px;
+            color: #b3ffff;
+            font-size: 12px;
+        }
+        .count {
+            position: absolute;
+            top: 15px;
+            right: 15px;
+            background-color: rgba(42, 42, 58, 0.7);
+            color: #ffffff;
+            padding: 3px 6px;
+            border-radius: 5px;
+        }
+    </style>
+</head>
+<body>
+    <div class="board">
+        <div class="column" id="queued">
+            <h2>Queued <span class="count" id="queuedCount">10</span></h2>
+        </div>
+        <div class="column" id="running">
+            <h2>Running <span class="count" id="runningCount">0</span></h2>
+        </div>
+        <div class="column" id="done">
+            <h2>Done <span class="count" id="doneCount">0</span></h2>
+        </div>
+        <div class="column" id="shipped">
+            <h2>Shipped <span class="count" id="shippedCount">0</span></h2>
+        </div>
+    </div>
+
+    <script>
+        const tasks = [];
+        const columns = {
+            queued: document.getElementById('queued'),
+            running: document.getElementById('running'),
+            done: document.getElementById('done'),
+            shipped: document.getElementById('shipped')
+        };
+        const counts = {
+            queued: document.getElementById('queuedCount'),
+            running: document.getElementById('runningCount'),
+            done: document.getElementById('doneCount'),
+            shipped: document.getElementById('shippedCount')
+        };
+
+        function createTask(title) {
+            const task = document.createElement('div');
+            task.className = 'task-card';
+            task.innerHTML = `<div class="avatar"></div><div class="task-title">${title}</div><div class="timer" id="${title}Timer">0s</div>`;
+            tasks.push({ element: task, startTime: Date.now() });
+            columns.queued.appendChild(task);
+            updateCounts();
+        }
+
+        function updateCounts() {
+            counts.queued.textContent = document.querySelectorAll('#queued .task-card').length;
+            counts.running.textContent = document.querySelectorAll('#running .task-card').length;
+            counts.done.textContent = document.querySelectorAll('#done .task-card').length;
+            counts.shipped.textContent = document.querySelectorAll('#shipped .task-card').length;
+        }
+
+        function updateTimers() {
+            tasks.forEach(task => {
+                const elapsedTime = Math.floor((Date.now() - task.startTime) / 1000);
+                task.element.querySelector('.timer').textContent = `${elapsedTime}s`;
+            });
+        }
+
+        function moveTask(taskElement, fromColumn, toColumn) {
+            fromColumn.removeChild(taskElement);
+            toColumn.appendChild(taskElement);
+            updateCounts();
+        }
+
+        function animateTasks() {
+            tasks.forEach(task => {
+                const taskIndex = tasks.indexOf(task);
+                if (taskIndex < 10 && Date.now() - task.startTime > 5000) {
+                    moveTask(task.element, columns.queued, columns.running);
+                    task.startTime = Date.now();
+                } else if (taskIndex >= 10 && taskIndex < 20 && Date.now() - task.startTime > 5000) {
+                    moveTask(task.element, columns.running, columns.done);
+                    task.startTime = Date.now();
+                } else if (taskIndex >= 20 && taskIndex < 30 && Date.now() - task.startTime > 5000) {
+                    moveTask(task.element, columns.done, columns.shipped);
+                    tasks.splice(tasks.indexOf(task), 1);
+                }
+            });
+        }
+
+        for (let i = 0; i < 10; i++) {
+            createTask(`Task ${i + 1}`);
+        }
+
+        setInterval(updateTimers, 1000);
+        setInterval(animateTasks, 5000);
+    </script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/43bda69f7b6d/hf-qwen-coder-32b.png b/data/artifacts/43bda69f7b6d/hf-qwen-coder-32b.png
new file mode 100644
index 0000000..1a80be3
Binary files /dev/null and b/data/artifacts/43bda69f7b6d/hf-qwen-coder-32b.png differ
diff --git a/data/artifacts/43bda69f7b6d/kimi.html b/data/artifacts/43bda69f7b6d/kimi.html
new file mode 100644
index 0000000..51480ca
--- /dev/null
+++ b/data/artifacts/43bda69f7b6d/kimi.html
@@ -0,0 +1,241 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Agent Task Pipeline</title>
+<style>
+* { box-sizing: border-box; margin: 0; padding: 0; }
+body {
+  background: #0a0a0f;
+  color: #e0e0e0;
+  font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
+  overflow: hidden;
+  height: 100vh;
+}
+.board {
+  display: grid;
+  grid-template-columns: repeat(4, 1fr);
+  gap: 20px;
+  padding: 20px;
+  height: 100vh;
+  position: relative;
+}
+.column {
+  background: rgba(20, 20, 30, 0.6);
+  border: 1px solid rgba(255,255,255,0.1);
+  border-radius: 12px;
+  padding: 20px;
+  position: relative;
+  backdrop-filter: blur(10px);
+  box-shadow: 0 0 30px rgba(0,0,0,0.5);
+}
+.column-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 20px;
+  padding-bottom: 15px;
+  border-bottom: 2px solid;
+  font-weight: 700;
+  text-transform: uppercase;
+  letter-spacing: 2px;
+  font-size: 0.9em;
+}
+.count {
+  background: rgba(255,255,255,0.1);
+  padding: 4px 12px;
+  border-radius: 20px;
+  font-size: 0.85em;
+  font-weight: 600;
+}
+.col-queued { border-color: rgba(255, 0, 110, 0.3); box-shadow: 0 0 30px rgba(255, 0, 110, 0.05); }
+.col-queued .column-header { color: #ff006e; border-color: #ff006e; text-shadow: 0 0 10px rgba(255, 0, 110, 0.5); }
+.col-running { border-color: rgba(0, 245, 255, 0.3); box-shadow: 0 0 30px rgba(0, 245, 255, 0.05); }
+.col-running .column-header { color: #00f5ff; border-color: #00f5ff; text-shadow: 0 0 10px rgba(0, 245, 255, 0.5); }
+.col-done { border-color: rgba(57, 255, 20, 0.3); box-shadow: 0 0 30px rgba(57, 255, 20, 0.05); }
+.col-done .column-header { color: #39ff14; border-color: #39ff14; text-shadow: 0 0 10px rgba(57, 255, 20, 0.5); }
+.col-shipped { border-color: rgba(255, 170, 0, 0.3); box-shadow: 0 0 30px rgba(255, 170, 0, 0.05); }
+.col-shipped .column-header { color: #ffaa00; border-color: #ffaa00; text-shadow: 0 0 10px rgba(255, 170, 0, 0.5); }
+.card {
+  position: absolute;
+  width: calc(25% - 40px);
+  background: rgba(30, 30, 40, 0.95);
+  border: 1px solid rgba(255,255,255,0.1);
+  border-radius: 8px;
+  padding: 12px;
+  transition: transform 0.6s cubic-bezier(0.4, 0, 0.2, 1), box-shadow 0.3s;
+  cursor: default;
+  box-shadow: 0 4px 6px rgba(0,0,0,0.3);
+  z-index: 10;
+}
+.card:hover {
+  box-shadow: 0 8px 16px rgba(0,0,0,0.6);
+  z-index: 20;
+  border-color: rgba(255,255,255,0.2);
+}
+.card-header {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  margin-bottom: 8px;
+}
+.avatar {
+  width: 10px;
+  height: 10px;
+  border-radius: 50%;
+  box-shadow: 0 0 8px currentColor;
+  flex-shrink: 0;
+}
+.title {
+  font-size: 0.85em;
+  font-weight: 600;
+  color: #fff;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+.timer {
+  font-size: 0.75em;
+  color: #888;
+  font-family: 'Courier New', monospace;
+  letter-spacing: 0.5px;
+}
+</style>
+</head>
+<body>
+<div class="board" id="board">
+  <div class="column col-queued" data-status="queued">
+    <div class="column-header">
+      <span>Queued</span>
+      <span class="count" id="count-queued">0</span>
+    </div>
+  </div>
+  <div class="column col-running" data-status="running">
+    <div class="column-header">
+      <span>Running</span>
+      <span class="count" id="count-running">0</span>
+    </div>
+  </div>
+  <div class="column col-done" data-status="done">
+    <div class="column-header">
+      <span>Done</span>
+      <span class="count" id="count-done">0</span>
+    </div>
+  </div>
+  <div class="column col-shipped" data-status="shipped">
+    <div class="column-header">
+      <span>Shipped</span>
+      <span class="count" id="count-shipped">0</span>
+    </div>
+  </div>
+</div>
+
+<script>
+const taskNames = [
+  "Neural Training", "Data Pipeline", "Model Compile", "API Gateway",
+  "Vector Index", "Auth Service", "Cache Layer", "Log Analysis",
+  "Image Process", "Text Embed"
+];
+const agentColors = ["#ff006e", "#00f5ff", "#39ff14", "#ffaa00", "#bd00ff", "#00ff9f", "#ff0055", "#00ccff"];
+const statuses = ['queued', 'running', 'done', 'shipped'];
+const board = document.getElementById('board');
+
+class Task {
+  constructor(id) {
+    this.id = id;
+    this.title = taskNames[id % taskNames.length] + "-" + Math.floor(Math.random()*900+100);
+    this.status = 'queued';
+    this.agentColor = agentColors[id % agentColors.length];
+    this.startTime = Date.now();
+    this.element = this.createElement();
+    board.appendChild(this.element);
+  }
+  
+  createElement() {
+    const el = document.createElement('div');
+    el.className = 'card';
+    el.innerHTML = `
+      <div class="card-header">
+        <div class="avatar" style="background-color: ${this.agentColor}; color: ${this.agentColor}"></div>
+        <div class="title">${this.title}</div>
+      </div>
+      <div class="timer">00:00:00</div>
+    `;
+    return el;
+  }
+  
+  updateTimer() {
+    const diff = Math.floor((Date.now() - this.startTime) / 1000);
+    const h = Math.floor(diff / 3600).toString().padStart(2, '0');
+    const m = Math.floor((diff % 3600) / 60).toString().padStart(2, '0');
+    const s = (diff % 60).toString().padStart(2, '0');
+    this.element.querySelector('.timer').textContent = `${h}:${m}:${s}`;
+  }
+  
+  setStatus(newStatus) {
+    this.status = newStatus;
+    if (newStatus === 'queued') this.startTime = Date.now();
+  }
+}
+
+const tasks = [];
+for (let i = 0; i < 10; i++) {
+  const task = new Task(i);
+  // Distribute initially
+  if (i < 3) task.setStatus('queued');
+  else if (i < 6) task.setStatus('running');
+  else if (i < 8) task.setStatus('done');
+  else task.setStatus('shipped');
+  tasks.push(task);
+}
+
+function render() {
+  const boardRect = board.getBoundingClientRect();
+  const colWidth = boardRect.width / 4;
+  const cardWidth = colWidth - 40; // 20px padding each side
+  
+  tasks.forEach(task => {
+    task.element.style.width = cardWidth + 'px';
+  });
+  
+  statuses.forEach((status, colIndex) => {
+    const colTasks = tasks.filter(t => t.status === status);
+    const columnEl = document.querySelector(`.col-${status}`);
+    const colRect = columnEl.getBoundingClientRect();
+    const startX = colRect.left - boardRect.left + 20;
+    const startY = colRect.top - boardRect.top + 70; // Below header
+    
+    colTasks.forEach((task, index) => {
+      const y = startY + (index * 75); // 75px per card including gap
+      task.element.style.transform = `translate(${startX}px, ${y}px)`;
+    });
+    
+    document.getElementById(`count-${status}`).textContent = colTasks.length;
+  });
+}
+
+// Advance pipeline
+setInterval(() => {
+  tasks.forEach(task => {
+    const r = Math.random();
+    if (task.status === 'queued' && r < 0.02) {
+      task.setStatus('running');
+    } else if (task.status === 'running' && r < 0.015) {
+      task.setStatus('done');
+    } else if (task.status === 'done' && r < 0.025) {
+      task.setStatus('shipped');
+    } else if (task.status === 'shipped' && r < 0.008) {
+      task.setStatus('queued'); // Loop back
+    }
+    task.updateTimer();
+  });
+  render();
+}, 100);
+
+// Initial render and resize handler
+render();
+window.addEventListener('resize', render);
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/43bda69f7b6d/kimi.png b/data/artifacts/43bda69f7b6d/kimi.png
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diff --git a/data/artifacts/43bda69f7b6d/qwen25-7b.html b/data/artifacts/43bda69f7b6d/qwen25-7b.html
new file mode 100644
index 0000000..8b7c7f2
--- /dev/null
+++ b/data/artifacts/43bda69f7b6d/qwen25-7b.html
@@ -0,0 +1,151 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Self-Animating Kanban Board</title>
+    <style>
+        body {
+            display: flex;
+            justify-content: center;
+            align-items: center;
+            height: 100vh;
+            background-color: #232f3e;
+            margin: 0;
+            font-family: 'Courier New', Courier, monospace;
+        }
+        .kanban-board {
+            display: flex;
+            gap: 1rem;
+            width: 80%;
+            max-width: 600px;
+            background-color: #0782f9;
+            border-radius: 8px;
+            overflow: hidden;
+            animation: slide-right infinite 3s ease-in-out alternate;
+        }
+        .column {
+            flex: 1;
+            display: flex;
+            flex-direction: column;
+            gap: 1rem;
+            padding: 0.5rem;
+            background-color: #0d94ff;
+            border-radius: 8px 0 0 8px;
+            color: white;
+            justify-content: center;
+        }
+        .column:nth-child(2) {
+            border-right: none;
+        }
+        .column:nth-child(3) {
+            border-left: none;
+        }
+        .card {
+            display: flex;
+            align-items: center;
+            gap: 0.5rem;
+            padding: 0.5rem;
+            background-color: #1e90ff;
+            border-radius: 8px;
+            overflow: hidden;
+            cursor: default;
+        }
+        .avatar {
+            width: 20px;
+            height: 20px;
+            border-radius: 50%;
+            background-color: #f0c674;
+        }
+        .title {
+            font-size: 1rem;
+            color: white;
+        }
+        .timer {
+            font-size: 0.8rem;
+            color: #ffffff9e;
+        }
+        .count {
+            margin-top: 0.5rem;
+            font-weight: bold;
+            color: white;
+        }
+    </style>
+</head>
+<body>
+    <div class="kanban-board">
+        <div class="column Queued" style="--count: 4;">
+            <h2>Queued</h2>
+            <div class="card">
+                <span class="avatar"></span>
+                <div class="info"><span class="title">Task 1</span><span class="timer">0:32</span></div>
+            </div>
+            <div class="card">
+                <span class="avatar"></span>
+                <div class="info"><span class="title">Task 2</span><span class="timer">1:45</span></div>
+            </div>
+            <div class="card">
+                <span class="avatar"></span>
+                <div class="info"><span class="title">Task 3</span><span class="timer">0:23</span></div>
+            </div>
+            <div class="card">
+                <span class="avatar"></span>
+                <div class="info"><span class="title">Task 4</span><span class="timer">1:58</span></div>
+            </div>
+        </div>
+        <div class="column Running" style="--count: 2;">
+            <h2>Running</h2>
+            <div class="card">
+                <span class="avatar"></span>
+                <div class="info"><span class="title">Task 5</span><span class="timer">0:16</span></div>
+            </div>
+            <div class="card">
+                <span class="avatar"></span>
+                <div class="info"><span class="title">Task 6</span><span class="timer">2:47</span></div>
+            </div>
+        </div>
+        <div class="column Done" style="--count: 3;">
+            <h2>Done</h2>
+            <div class="card">
+                <span class="avatar"></span>
+                <div class="info"><span class="title">Task 7</span><span class="timer">1:34</span></div>
+            </div>
+            <div class="card">
+                <span class="avatar"></span>
+                <div class="info"><span class="title">Task 8</span><span class="timer">0:59</span></div>
+            </div>
+            <div class="card">
+                <span class="avatar"></span>
+                <div class="info"><span class="title">Task 9</span><span class="timer">3:17</span></div>
+            </div>
+        </div>
+        <div class="column Shipped" style="--count: 1;">
+            <h2>Shipped</h2>
+            <div class="card">
+                <span class="avatar"></span>
+                <div class="info"><span class="title">Task 10</span><span class="timer">4:56</span></div>
+            </div>
+        </div>
+    </div>
+
+    <script>
+        const cards = document.querySelectorAll('.card');
+        let currentCardIndex = 0;
+
+        function animateCards() {
+            cards.forEach(card => card.style.animationPlayState = 'paused');
+
+            setTimeout(() => {
+                cards[currentCardIndex].style.animationPlayState = 'running';
+                if (currentCardIndex < cards.length - 1) {
+                    currentCardIndex++;
+                } else {
+                    currentCardIndex = 0;
+                }
+            }, 3000);
+        }
+
+        setInterval(animateCards, 6500);
+    </script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/43bda69f7b6d/qwen25-7b.png b/data/artifacts/43bda69f7b6d/qwen25-7b.png
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index 0000000..824b232
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diff --git a/data/artifacts/43bda69f7b6d/qwen3-14b.html b/data/artifacts/43bda69f7b6d/qwen3-14b.html
new file mode 100644
index 0000000..b3ae617
--- /dev/null
+++ b/data/artifacts/43bda69f7b6d/qwen3-14b.html
@@ -0,0 +1,187 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <title>Kanban Agent Pipeline</title>
+  <style>
+    html, body {
+      margin: 0;
+      padding: 0;
+      font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
+      background-color: #0a0a0a;
+      color: #00ffcc;
+      overflow: hidden;
+    }
+    .kanban {
+      display: flex;
+      height: 100vh;
+      width: 100%;
+    }
+    .column {
+      flex: 1;
+      padding: 20px;
+      position: relative;
+      display: flex;
+      flex-direction: column;
+      align-items: center;
+    }
+    .column h2 {
+      margin-bottom: 10px;
+      font-size: 1.2em;
+    }
+    .count {
+      font-size: 1em;
+      margin-bottom: 10px;
+    }
+    .cards {
+      display: flex;
+      flex-direction: column;
+      align-items: center;
+      gap: 10px;
+      width: 100%;
+    }
+    .card {
+      background: #111;
+      border: 2px solid #00ffcc;
+      border-radius: 8px;
+      padding: 10px 15px;
+      display: flex;
+      align-items: center;
+      gap: 10px;
+      position: relative;
+      transition: transform 0.5s ease-in-out;
+    }
+    .avatar {
+      width: 12px;
+      height: 12px;
+      background: #00ffcc;
+      border-radius: 50%;
+    }
+    .card-title {
+      font-weight: bold;
+    }
+    .timer {
+      font-size: 0.8em;
+      color: #66ffcc;
+    }
+  </style>
+</head>
+<body>
+  <div class="kanban">
+    <div class="column" id="queued">
+      <h2>Queued</h2>
+      <div class="count" id="queuedCount">0</div>
+      <div class="cards" id="queuedCards"></div>
+    </div>
+    <div class="column" id="running">
+      <h2>Running</h2>
+      <div class="count" id="runningCount">0</div>
+      <div class="cards" id="runningCards"></div>
+    </div>
+    <div class="column" id="done">
+      <h2>Done</h2>
+      <div class="count" id="doneCount">0</div>
+      <div class="cards" id="doneCards"></div>
+    </div>
+    <div class="column" id="shipped">
+      <h2>Shipped</h2>
+      <div class="count" id="shippedCount">0</div>
+      <div class="cards" id="shippedCards"></div>
+    </div>
+  </div>
+  <script>
+    const columns = {
+      queued: { element: document.getElementById('queuedCards'), count: document.getElementById('queuedCount') },
+      running: { element: document.getElementById('runningCards'), count: document.getElementById('runningCount') },
+      done: { element: document.getElementById('doneCards'), count: document.getElementById('doneCount') },
+      shipped: { element: document.getElementById('shippedCards'), count: document.getElementById('shippedCount') }
+    };
+
+    const taskTitles = [
+      "Agent A", "Agent B", "Agent C", "Agent D", "Agent E",
+      "Agent F", "Agent G", "Agent H", "Agent I", "Agent J"
+    ];
+
+    const tasks = taskTitles.map(title => ({
+      title,
+      avatar: "•",
+      startTime: Date.now(),
+      state: "queued"
+    }));
+
+    function updateCounts() {
+      const counts = { queued: 0, running: 0, done: 0, shipped: 0 };
+      tasks.forEach(task => counts[task.state]++;
+      );
+      Object.keys(counts).forEach(key => columns[key].count.textContent = counts[key]);
+    }
+
+    function renderTasks() {
+      Object.values(columns).forEach(col => col.element.innerHTML = '');
+      tasks.forEach(task => {
+        const card = document.createElement('div');
+        card.className = 'card';
+        card.innerHTML = `
+          <span class="avatar"></span>
+          <div>
+            <div class="card-title">${task.title}</div>
+            <div class="timer">${((Date.now() - task.startTime) / 1000).toFixed(1)}s</div>
+          </div>
+        `;
+        card.style.left = '0px';
+        col.element.appendChild(card);
+      });
+    }
+
+    let animationFrame;
+    function animateTasks() {
+      tasks.forEach(task => {
+        if (task.state === 'queued' && Math.random() < 0.03) {
+          task.state = 'running';
+        } else if (task.state === 'running' && Math.random() < 0.02) {
+          task.state = 'done';
+        } else if (task.state === 'done' && Math.random() < 0.01) {
+          task.state = 'shipped';
+        }
+      });
+
+      const movingTasks = tasks.filter(task => task.state !== 'shipped');
+      movingTasks.forEach(task => {
+        const col = columns[task.state];
+        const cards = col.element.children;
+        const card = cards[0];
+        if (card) {
+          const rect = card.getBoundingClientRect();
+          const target = col.element.getBoundingClientRect();
+          const targetX = (target.left - rect.left) + (target.width / 2 - rect.width / 2);
+          card.style.left = `${targetX}px`;
+        }
+      });
+
+      updateCounts();
+      renderTasks();
+      animationFrame = requestAnimationFrame(animateTasks);
+    }
+
+    function initTasks() {
+      tasks.forEach(task => {
+        const card = document.createElement('div');
+        card.className = 'card';
+        card.innerHTML = `
+          <span class="avatar"></span>
+          <div>
+            <div class="card-title">${task.title}</div>
+            <div class="timer">0.0s</div>
+          </div>
+        `;
+        card.style.left = '0px';
+        columns[task.state].element.appendChild(card);
+      });
+      updateCounts();
+    }
+
+    initTasks();
+    animateTasks();
+  </script>
+</body>
+</html>
\ No newline at end of file
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diff --git a/data/artifacts/af8e73a5e23e/claude-code.html b/data/artifacts/af8e73a5e23e/claude-code.html
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--- /dev/null
+++ b/data/artifacts/af8e73a5e23e/claude-code.html
@@ -0,0 +1,508 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Wallpaper Quantity Calculator</title>
+<style>
+  :root{
+    --bg:#f6f4ef;
+    --card:#fffdf9;
+    --ink:#1f1c18;
+    --muted:#8a8175;
+    --line:#e4ddd0;
+    --accent:#a8894f;
+    --accent-deep:#8a6d38;
+    --shadow:0 18px 50px -20px rgba(60,45,20,.28);
+    --radius:16px;
+  }
+  *{box-sizing:border-box;margin:0;padding:0}
+  html,body{height:100%}
+  body{
+    font-family:"Georgia","Times New Roman",serif;
+    background:
+      radial-gradient(120% 80% at 100% 0%, #efe9dd 0%, transparent 55%),
+      var(--bg);
+    color:var(--ink);
+    line-height:1.5;
+    padding:clamp(16px,4vw,48px);
+    display:flex;
+    justify-content:center;
+  }
+  .wrap{width:100%;max-width:960px}
+
+  header.masthead{
+    text-align:center;
+    margin-bottom:clamp(20px,4vw,38px);
+  }
+  .eyebrow{
+    font-family:"Helvetica Neue",Arial,sans-serif;
+    text-transform:uppercase;
+    letter-spacing:.42em;
+    font-size:11px;
+    color:var(--accent-deep);
+    font-weight:600;
+    margin-bottom:14px;
+  }
+  h1{
+    font-weight:400;
+    font-size:clamp(28px,5vw,44px);
+    letter-spacing:.01em;
+  }
+  h1 em{font-style:italic;color:var(--accent-deep)}
+  .sub{
+    color:var(--muted);
+    font-style:italic;
+    margin-top:8px;
+    font-size:15px;
+  }
+
+  .grid{
+    display:grid;
+    grid-template-columns:1.15fr .85fr;
+    gap:clamp(18px,3vw,30px);
+    align-items:start;
+  }
+  @media (max-width:760px){.grid{grid-template-columns:1fr}}
+
+  .panel{
+    background:var(--card);
+    border:1px solid var(--line);
+    border-radius:var(--radius);
+    box-shadow:var(--shadow);
+    padding:clamp(22px,3.5vw,34px);
+  }
+
+  .section-label{
+    font-family:"Helvetica Neue",Arial,sans-serif;
+    text-transform:uppercase;
+    letter-spacing:.22em;
+    font-size:11px;
+    font-weight:600;
+    color:var(--accent-deep);
+    padding-bottom:12px;
+    margin-bottom:20px;
+    border-bottom:1px solid var(--line);
+  }
+  .section-label:not(:first-of-type){margin-top:30px}
+
+  .field{margin-bottom:18px}
+  .field label{
+    display:block;
+    font-family:"Helvetica Neue",Arial,sans-serif;
+    font-size:12px;
+    letter-spacing:.04em;
+    color:var(--muted);
+    margin-bottom:7px;
+  }
+  .input-line{position:relative;display:flex;align-items:center}
+  .input-line input,.input-line select{
+    width:100%;
+    font-family:"Georgia",serif;
+    font-size:18px;
+    color:var(--ink);
+    background:#fbf9f4;
+    border:1px solid var(--line);
+    border-radius:10px;
+    padding:12px 46px 12px 14px;
+    transition:border-color .18s,box-shadow .18s;
+    -webkit-appearance:none;appearance:none;
+  }
+  .input-line select{padding-right:14px;cursor:pointer}
+  .input-line input:focus,.input-line select:focus{
+    outline:none;
+    border-color:var(--accent);
+    box-shadow:0 0 0 3px rgba(168,137,79,.16);
+  }
+  .unit{
+    position:absolute;right:14px;
+    font-family:"Helvetica Neue",Arial,sans-serif;
+    font-size:12px;color:var(--muted);
+    pointer-events:none;
+  }
+  .two{display:grid;grid-template-columns:1fr 1fr;gap:14px}
+
+  .toggle{display:flex;gap:8px;margin-bottom:22px}
+  .toggle button{
+    flex:1;
+    font-family:"Helvetica Neue",Arial,sans-serif;
+    font-size:12px;letter-spacing:.08em;text-transform:uppercase;
+    padding:9px;border:1px solid var(--line);background:#fbf9f4;
+    color:var(--muted);border-radius:8px;cursor:pointer;transition:.18s;
+  }
+  .toggle button.active{
+    background:var(--accent);color:#fff;border-color:var(--accent);
+    box-shadow:0 6px 16px -8px rgba(138,109,56,.7);
+  }
+
+  /* Result card */
+  .result{
+    background:linear-gradient(165deg,#211d16 0%,#302819 100%);
+    color:#f3ecdd;
+    position:sticky;top:20px;
+  }
+  .result .section-label{color:#c9a86a;border-color:rgba(201,168,106,.28)}
+  .rolls-hero{text-align:center;padding:6px 0 18px}
+  .rolls-hero .num{
+    font-size:clamp(56px,12vw,84px);
+    font-weight:400;line-height:1;
+    color:#fff;
+  }
+  .rolls-hero .num small{font-size:22px;color:#c9a86a;font-style:italic}
+  .rolls-hero .cap{
+    font-family:"Helvetica Neue",Arial,sans-serif;
+    text-transform:uppercase;letter-spacing:.28em;font-size:11px;
+    color:#a99a7d;margin-top:10px;
+  }
+  .line-item{
+    display:flex;justify-content:space-between;align-items:baseline;
+    padding:11px 0;border-bottom:1px solid rgba(255,255,255,.08);
+    font-size:15px;
+  }
+  .line-item:last-child{border-bottom:none}
+  .line-item .k{color:#b3a488;font-size:13px;
+    font-family:"Helvetica Neue",Arial,sans-serif;letter-spacing:.03em}
+  .line-item .v{color:#f3ecdd}
+  .cost-item{
+    margin-top:14px;padding:16px;border-radius:12px;
+    background:rgba(201,168,106,.12);
+    border:1px solid rgba(201,168,106,.3);
+    display:flex;justify-content:space-between;align-items:baseline;
+  }
+  .cost-item .k{
+    font-family:"Helvetica Neue",Arial,sans-serif;
+    text-transform:uppercase;letter-spacing:.14em;font-size:11px;color:#c9a86a}
+  .cost-item .v{font-size:26px;color:#fff}
+  .note{
+    font-size:12px;color:#8f8368;font-style:italic;
+    margin-top:16px;text-align:center;line-height:1.6;
+  }
+
+  .actions{margin-top:22px;display:flex;gap:10px}
+  .btn{
+    flex:1;font-family:"Helvetica Neue",Arial,sans-serif;
+    font-size:12px;letter-spacing:.14em;text-transform:uppercase;
+    padding:13px;border-radius:9px;cursor:pointer;border:none;transition:.18s;
+  }
+  .btn-print{background:#c9a86a;color:#241f16;font-weight:600}
+  .btn-print:hover{background:#d8bd85}
+  .btn-reset{background:transparent;color:var(--muted);border:1px solid var(--line)}
+  .btn-reset:hover{color:var(--ink);border-color:var(--accent)}
+
+  footer.fine{
+    text-align:center;color:var(--muted);font-size:12px;
+    margin-top:30px;font-style:italic;
+  }
+
+  /* Print */
+  @media print{
+    body{background:#fff;padding:0;color:#000;display:block}
+    .panel.inputs,.toggle,.actions,footer.fine,.eyebrow{display:none!important}
+    .grid{display:block}
+    .result{
+      background:#fff!important;color:#000!important;
+      box-shadow:none;border:2px solid #c9a86a;position:static;
+      max-width:600px;margin:0 auto;
+    }
+    .result .section-label{color:#8a6d38!important}
+    .rolls-hero .num,.line-item .v,.cost-item .v{color:#000!important}
+    .rolls-hero .num small,.line-item .k,.cost-item .k,.rolls-hero .cap{color:#8a6d38!important}
+    .line-item{border-color:#e4ddd0!important}
+    .cost-item{background:#f6efe0!important;border-color:#c9a86a!important}
+    .note{color:#666!important}
+    h1{color:#000}
+  }
+</style>
+</head>
+<body>
+<div class="wrap">
+
+  <header class="masthead">
+    <div class="eyebrow">Designer Wallcoverings</div>
+    <h1>Wallpaper <em>Quantity</em> Calculator</h1>
+    <p class="sub">Estimate rolls, coverage &amp; cost for your project</p>
+  </header>
+
+  <div class="grid">
+
+    <!-- ============ INPUTS ============ -->
+    <section class="panel inputs">
+      <div class="toggle" id="unitToggle">
+        <button data-unit="ft" class="active" type="button">Feet / Inches</button>
+        <button data-unit="m" type="button">Meters</button>
+      </div>
+
+      <div class="section-label">Wall Dimensions</div>
+
+      <div class="two">
+        <div class="field">
+          <label>Wall Width</label>
+          <div class="input-line">
+            <input id="wallW" type="number" min="0" step="0.1" value="12">
+            <span class="unit" data-len>ft</span>
+          </div>
+        </div>
+        <div class="field">
+          <label>Wall Height</label>
+          <div class="input-line">
+            <input id="wallH" type="number" min="0" step="0.1" value="9">
+            <span class="unit" data-len>ft</span>
+          </div>
+        </div>
+      </div>
+
+      <div class="field">
+        <label>Number of Walls</label>
+        <div class="input-line">
+          <input id="numWalls" type="number" min="1" step="1" value="4">
+          <span class="unit">walls</span>
+        </div>
+      </div>
+
+      <div class="section-label">Roll Specification</div>
+
+      <div class="two">
+        <div class="field">
+          <label>Roll Width</label>
+          <div class="input-line">
+            <input id="rollW" type="number" min="0" step="0.1" value="20.5">
+            <span class="unit" data-small>in</span>
+          </div>
+        </div>
+        <div class="field">
+          <label>Roll Length</label>
+          <div class="input-line">
+            <input id="rollL" type="number" min="0" step="0.1" value="33">
+            <span class="unit" data-len>ft</span>
+          </div>
+        </div>
+      </div>
+
+      <div class="two">
+        <div class="field">
+          <label>Pattern Repeat</label>
+          <div class="input-line">
+            <input id="repeat" type="number" min="0" step="0.1" value="0">
+            <span class="unit" data-small>in</span>
+          </div>
+        </div>
+        <div class="field">
+          <label>Price per Roll</label>
+          <div class="input-line">
+            <input id="price" type="number" min="0" step="0.01" value="185">
+            <span class="unit">$</span>
+          </div>
+        </div>
+      </div>
+
+      <div class="section-label">Waste Allowance</div>
+      <div class="field">
+        <label>Extra for waste, trimming &amp; matching</label>
+        <div class="input-line">
+          <select id="waste">
+            <option value="10" selected>10% — standard</option>
+            <option value="15">15% — busy pattern</option>
+            <option value="20">20% — large repeat / diagonal</option>
+            <option value="0">0% — no allowance</option>
+          </select>
+        </div>
+      </div>
+    </section>
+
+    <!-- ============ RESULT CARD ============ -->
+    <section class="panel result" id="resultCard">
+      <div class="section-label">Your Estimate</div>
+
+      <div class="rolls-hero">
+        <div class="num"><span id="outRolls">0</span></div>
+        <div class="cap">Rolls Needed</div>
+      </div>
+
+      <div class="line-item">
+        <span class="k">Total Wall Area</span>
+        <span class="v" id="outWallArea">—</span>
+      </div>
+      <div class="line-item">
+        <span class="k">Coverage per Roll</span>
+        <span class="v" id="outRollArea">—</span>
+      </div>
+      <div class="line-item">
+        <span class="k">Effective (after repeat)</span>
+        <span class="v" id="outEffRoll">—</span>
+      </div>
+      <div class="line-item">
+        <span class="k">Area + <span id="outWastePct">10</span>% waste</span>
+        <span class="v" id="outAreaWaste">—</span>
+      </div>
+      <div class="line-item">
+        <span class="k">Total Coverage Purchased</span>
+        <span class="v" id="outTotalCov">—</span>
+      </div>
+
+      <div class="cost-item">
+        <span class="k">Estimated Cost</span>
+        <span class="v" id="outCost">$0</span>
+      </div>
+
+      <p class="note" id="printMeta">Prepared as an estimate — verify quantities with your supplier before ordering.</p>
+
+      <div class="actions">
+        <button class="btn btn-reset" id="resetBtn" type="button">Reset</button>
+        <button class="btn btn-print" id="printBtn" type="button">Print Estimate</button>
+      </div>
+    </section>
+
+  </div>
+
+  <footer class="fine">Roll coverage &amp; pattern-repeat calculations are approximate. Always order from a single dye lot.</footer>
+</div>
+
+<script>
+(function(){
+  var unit = 'ft'; // ft (imperial, lengths in feet, small in inches) or m (metric)
+  var $ = function(id){ return document.getElementById(id); };
+  var ids = ['wallW','wallH','numWalls','rollW','rollL','repeat','price','waste'];
+
+  // Defaults per unit system so a switch stays sensible
+  var defaults = {
+    ft: { wallW:12, wallH:9, rollW:20.5, rollL:33, repeat:0, price:185, lenUnit:'ft', smallUnit:'in' },
+    m:  { wallW:3.7, wallH:2.7, rollW:0.52, rollL:10, repeat:0, price:185, lenUnit:'m', smallUnit:'cm' }
+  };
+
+  function applyUnitLabels(){
+    var d = defaults[unit];
+    document.querySelectorAll('[data-len]').forEach(function(el){ el.textContent = d.lenUnit; });
+    document.querySelectorAll('[data-small]').forEach(function(el){ el.textContent = d.smallUnit; });
+  }
+
+  function num(id){ var v = parseFloat($(id).value); return isFinite(v) && v>0 ? v : 0; }
+  function numRaw(id){ var v = parseFloat($(id).value); return isFinite(v) ? v : 0; }
+
+  // Return everything in square METERS internally for one clean math path.
+  function compute(){
+    var d = defaults[unit];
+    // convert length inputs -> meters, small inputs -> meters
+    var toM_len, toM_small;
+    if(unit === 'ft'){ toM_len = 0.3048; toM_small = 0.0254; }
+    else { toM_len = 1; toM_small = 0.01; }
+
+    var wallW = num('wallW') * toM_len;
+    var wallH = num('wallH') * toM_len;
+    var walls = Math.max(1, Math.round(num('numWalls')) || 1);
+    var rollW = num('rollW') * toM_small;      // roll width given in small unit (in/cm)
+    var rollL = num('rollL') * toM_len;        // roll length given in length unit (ft/m)
+    var repeat = numRaw('repeat') * toM_small; // pattern repeat in small unit
+    var price = numRaw('price');
+    var wastePct = parseFloat($('waste').value) || 0;
+
+    var wallArea = wallW * wallH * walls;               // m²
+    var rollArea = rollW * rollL;                        // m² nominal
+
+    // Effective roll length reduced by pattern repeat waste (per drop rounding).
+    // Number of full drops per roll when height + repeat matching considered:
+    var effRollArea = rollArea;
+    if(repeat > 0 && wallH > 0 && rollL > 0){
+      // each drop must be rounded up to nearest repeat
+      var dropLen = Math.ceil(wallH / repeat) * repeat;
+      var dropsPerRoll = Math.floor(rollL / dropLen);
+      if(dropsPerRoll >= 1){
+        effRollArea = dropsPerRoll * dropLen * rollW; // usable area, but drop covers wallH only
+        // usable coverage = dropsPerRoll drops each covering rollW x wallH
+        effRollArea = dropsPerRoll * rollW * wallH;
+      } else {
+        effRollArea = 0; // roll too short for one full drop
+      }
+    }
+
+    var usableRollArea = (repeat > 0) ? effRollArea : rollArea;
+
+    var areaWithWaste = wallArea * (1 + wastePct/100);
+
+    var rolls = 0;
+    if(usableRollArea > 0){
+      rolls = Math.ceil(areaWithWaste / usableRollArea);
+    }
+
+    var totalCoverage = rolls * (repeat > 0 ? rollArea : rollArea); // physical rolls purchased
+    var cost = rolls * price;
+
+    return {
+      wallArea: wallArea,
+      rollArea: rollArea,
+      usableRollArea: usableRollArea,
+      areaWithWaste: areaWithWaste,
+      totalCoverage: rolls * rollArea,
+      rolls: rolls,
+      cost: cost,
+      wastePct: wastePct
+    };
+  }
+
+  // format m² back to display unit
+  function fmtArea(m2){
+    if(m2 <= 0) return '—';
+    if(unit === 'ft'){
+      var sqft = m2 / 0.09290304;
+      return sqft.toFixed(1) + ' ft²';
+    }
+    return m2.toFixed(2) + ' m²';
+  }
+  function fmtMoney(v){
+    return '$' + (v||0).toLocaleString(undefined,{minimumFractionDigits:2,maximumFractionDigits:2});
+  }
+
+  function render(){
+    var r = compute();
+    $('outRolls').textContent = r.rolls;
+    $('outWallArea').textContent = fmtArea(r.wallArea);
+    $('outRollArea').textContent = fmtArea(r.rollArea);
+    $('outEffRoll').textContent = r.usableRollArea>0 ? fmtArea(r.usableRollArea) : 'roll too short';
+    $('outWastePct').textContent = r.wastePct;
+    $('outAreaWaste').textContent = fmtArea(r.areaWithWaste);
+    $('outTotalCov').textContent = r.rolls>0 ? fmtArea(r.totalCoverage) : '—';
+    $('outCost').textContent = fmtMoney(r.cost);
+  }
+
+  // wire live recompute
+  ids.forEach(function(id){
+    $(id).addEventListener('input', render);
+    $(id).addEventListener('change', render);
+  });
+
+  // unit toggle
+  document.getElementById('unitToggle').addEventListener('click', function(e){
+    var b = e.target.closest('button'); if(!b) return;
+    var newUnit = b.getAttribute('data-unit');
+    if(newUnit === unit) return;
+    unit = newUnit;
+    Array.prototype.forEach.call(this.querySelectorAll('button'), function(x){ x.classList.remove('active'); });
+    b.classList.add('active');
+    // load defaults for the new unit
+    var d = defaults[unit];
+    $('wallW').value = d.wallW; $('wallH').value = d.wallH;
+    $('rollW').value = d.rollW; $('rollL').value = d.rollL;
+    $('repeat').value = d.repeat;
+    applyUnitLabels();
+    render();
+  });
+
+  $('printBtn').addEventListener('click', function(){
+    var now = new Date();
+    $('printMeta').textContent = 'Estimate prepared ' + now.toLocaleDateString(undefined,{year:'numeric',month:'long',day:'numeric'}) + ' — verify quantities with your supplier before ordering.';
+    window.print();
+  });
+
+  $('resetBtn').addEventListener('click', function(){
+    var d = defaults[unit];
+    $('wallW').value = d.wallW; $('wallH').value = d.wallH; $('numWalls').value = 4;
+    $('rollW').value = d.rollW; $('rollL').value = d.rollL; $('repeat').value = d.repeat;
+    $('price').value = d.price; $('waste').value = '10';
+    render();
+  });
+
+  applyUnitLabels();
+  render();
+})();
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/af8e73a5e23e/claude-code.png b/data/artifacts/af8e73a5e23e/claude-code.png
new file mode 100644
index 0000000..4982720
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diff --git a/data/artifacts/af8e73a5e23e/gemma3-12b.html b/data/artifacts/af8e73a5e23e/gemma3-12b.html
new file mode 100644
index 0000000..30dd8eb
--- /dev/null
+++ b/data/artifacts/af8e73a5e23e/gemma3-12b.html
@@ -0,0 +1,92 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Wallpaper Calculator</title>
+    <style>
+        body { font-family: sans-serif; margin: 0; padding: 0; background-color: #f4f4f4; }
+        .container { width: 80%; max-width: 600px; margin: 20px auto; background-color: #fff; border-radius: 8px; overflow: hidden; box-shadow: 0 0 10px rgba(0,0,0,0.1); }
+        h1 { text-align: center; color: #333; padding: 15px; margin: 0; }
+        form { display: flex; flex-wrap: wrap; justify-content: space-around; padding: 20px; }
+        label { width: 100%; margin-bottom: 5px; font-weight: bold; color: #555; }
+        input[type="number"] { width: 45%; padding: 8px; border: 1px solid #ccc; border-radius: 4px; box-sizing: border-box; margin-bottom: 10px; }
+        .result-card { background-color: #eee; padding: 20px; text-align: center; font-size: 16px; color: #444; margin-top: 20px; border-radius: 8px; box-shadow: 0 0 5px rgba(0,0,0,0.08); }
+        .result-card p { margin: 5px 0; }
+
+    </style>
+</head>
+<body>
+    <h1>Wallpaper Calculator</h1>
+
+    <div class="container">
+        <form id="wallpaperForm">
+            <label for="wallWidth">Wall Width (m):</label>
+            <input type="number" id="wallWidth" value="3.5" step="0.1">
+
+            <label for="wallHeight">Wall Height (m):</label>
+            <input type="number" id="wallHeight" value="2.4" step="0.1">
+
+            <label for="numWalls">Number of Walls:</label>
+            <input type="number" id="numWalls" value="4" min="1">
+
+            <label for="rollWidth">Roll Width (m):</label>
+            <input type="number" id="rollWidth" value="0.53" step="0.01">
+
+            <label for="rollLength">Roll Length (m):</label>
+            <input type="number" id="rollLength" value="10.05" step="0.01">
+
+            <label for="patternRepeat">Pattern Repeat (cm):</label>
+            <input type="number" id="patternRepeat" value="68" step="1" min="0">
+        </form>
+
+        <div class="result-card" id="results">
+            <p><b>Rolls Needed:</b> <span id="rollsNeeded"></span></p>
+            <p><b>Total Coverage (m²):</b> <span id="totalCoverage"></span></p>
+            <p><b>Estimated Cost (£):</b> <span id="estimatedCost"></span></p>
+        </div>
+    </div>
+
+    <script>
+      document.addEventListener('DOMContentLoaded', function() {
+          const form = document.getElementById('wallpaperForm');
+          const rollsNeededSpan = document.getElementById('rollsNeeded');
+          const totalCoverageSpan = document.getElementById('totalCoverage');
+          const estimatedCostSpan = document.getElementById('estimatedCost');
+
+          form.addEventListener('input', calculateResults); // Use 'input' for live updates
+          calculateResults();  // Initial Calculation
+
+          function calculateResults() {
+              let wallWidth = parseFloat(document.getElementById('wallWidth').value) || 0;
+              let wallHeight = parseFloat(document.getElementById('wallHeight').value) || 0;
+              let numWalls = parseInt(document.getElementById('numWalls').value) || 0;
+              let rollWidth = parseFloat(document.getElementById('rollWidth').value) || 0;
+              let rollLength = parseFloat(document.getElementById('rollLength').value) || 0;
+              let patternRepeat = parseFloat(document.getElementById('patternRepeat').value) || 0;
+
+              const wallArea = wallWidth * wallHeight;
+              const totalWallArea = wallArea * numWalls;
+
+              // Calculate usable roll width accounting for pattern repeat
+              const effectiveRollWidth = rollWidth - (patternRepeat / 100) ;
+
+
+              const rollsNeededRaw = totalWallArea / (effectiveRollWidth * rollLength);
+              let rollsNeeded = Math.ceil(rollsNeededRaw * 1.1); // Add 10% waste
+
+              const totalCoverage =  Math.floor((rollsNeeded*rollWidth * rollLength));
+
+
+              // Assume a cost per roll - you can change this value
+              const costPerRoll = 35; 
+              const estimatedCost = rollsNeeded * costPerRoll;
+
+              rollsNeededSpan.textContent = rollsNeeded;
+              totalCoverageSpan.textContent = totalCoverage.toFixed(2);
+              estimatedCostSpan.textContent = estimatedCost.toFixed(2);
+          }
+      });
+    </script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/af8e73a5e23e/gemma3-12b.png b/data/artifacts/af8e73a5e23e/gemma3-12b.png
new file mode 100644
index 0000000..6672a89
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diff --git a/data/artifacts/af8e73a5e23e/gpt.html b/data/artifacts/af8e73a5e23e/gpt.html
new file mode 100644
index 0000000..f66a3e4
--- /dev/null
+++ b/data/artifacts/af8e73a5e23e/gpt.html
@@ -0,0 +1,1086 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <title>Wallpaper Quantity Calculator</title>
+  <style>
+    :root {
+      --bg: #11131a;
+      --bg-elevated: #171923;
+      --bg-soft: #1f2230;
+      --accent: #d4af37;
+      --accent-soft: #f0dfb0;
+      --accent-muted: #8f7a3d;
+      --text: #f7f7f9;
+      --text-soft: #c6c9d5;
+      --border-subtle: rgba(255,255,255,0.08);
+      --focus-ring: rgba(212,175,55,0.55);
+      --shadow-soft: 0 22px 60px rgba(0,0,0,0.65);
+      --radius-lg: 20px;
+      --radius-md: 12px;
+      --radius-pill: 999px;
+      --transition-fast: 160ms ease-out;
+      --font-sans: system-ui, -apple-system, BlinkMacSystemFont, "SF Pro Text",
+        "Segoe UI", sans-serif;
+    }
+
+    * {
+      box-sizing: border-box;
+      margin: 0;
+      padding: 0;
+    }
+
+    html, body {
+      height: 100%;
+    }
+
+    body {
+      font-family: var(--font-sans);
+      background:
+        radial-gradient(circle at 0 0, #262844 0, transparent 55%),
+        radial-gradient(circle at 100% 100%, #262844 0, transparent 55%),
+        radial-gradient(circle at 0 100%, #2e2433 0, transparent 55%),
+        var(--bg);
+      color: var(--text);
+      display: flex;
+      align-items: center;
+      justify-content: center;
+      padding: 24px;
+      -webkit-font-smoothing: antialiased;
+    }
+
+    .app-shell {
+      width: 100%;
+      max-width: 1120px;
+      background: radial-gradient(circle at top left, rgba(212,175,55,0.05), transparent 55%),
+                  radial-gradient(circle at bottom right, rgba(212,175,55,0.08), transparent 60%),
+                  linear-gradient(145deg, #151723, #10111a 55%, #181826);
+      border-radius: 28px;
+      padding: 26px 26px 22px;
+      box-shadow: var(--shadow-soft);
+      border: 1px solid rgba(255,255,255,0.04);
+      position: relative;
+      overflow: hidden;
+    }
+
+    .app-shell::before {
+      content: "";
+      position: absolute;
+      inset: 0;
+      pointer-events: none;
+      background:
+        linear-gradient(120deg, rgba(255,255,255,0.13), transparent 22% 75%, rgba(255,255,255,0.08));
+      mix-blend-mode: soft-light;
+      opacity: 0.55;
+    }
+
+    .app-shell-inner {
+      position: relative;
+      z-index: 1;
+    }
+
+    .header {
+      display: flex;
+      justify-content: space-between;
+      align-items: center;
+      gap: 12px;
+      margin-bottom: 20px;
+    }
+
+    .title-block {
+      display: flex;
+      flex-direction: column;
+      gap: 4px;
+    }
+
+    .badge {
+      display: inline-flex;
+      align-items: center;
+      gap: 6px;
+      padding: 3px 10px;
+      border-radius: var(--radius-pill);
+      border: 1px solid rgba(212,175,55,0.55);
+      background: radial-gradient(circle at top left, rgba(212,175,55,0.22), transparent 60%);
+      color: var(--accent-soft);
+      font-size: 11px;
+      letter-spacing: 0.14em;
+      text-transform: uppercase;
+    }
+
+    .badge-dot {
+      width: 7px;
+      height: 7px;
+      border-radius: 999px;
+      background: var(--accent);
+      box-shadow: 0 0 12px rgba(212,175,55,0.75);
+    }
+
+    h1 {
+      font-size: 22px;
+      letter-spacing: 0.04em;
+      text-transform: uppercase;
+      font-weight: 600;
+      display: flex;
+      align-items: baseline;
+      gap: 10px;
+      color: #f9fafc;
+    }
+
+    h1 span.sub {
+      font-size: 13px;
+      text-transform: none;
+      letter-spacing: 0;
+      font-weight: 400;
+      color: var(--text-soft);
+    }
+
+    .meta {
+      font-size: 11px;
+      color: var(--text-soft);
+      text-transform: uppercase;
+      letter-spacing: 0.17em;
+    }
+
+    .meta strong {
+      color: var(--accent-soft);
+      font-weight: 500;
+    }
+
+    .meta-sep {
+      opacity: 0.4;
+      margin: 0 4px;
+    }
+
+    .layout {
+      display: grid;
+      grid-template-columns: minmax(0, 1.15fr) minmax(0, 0.95fr);
+      gap: 18px;
+      align-items: stretch;
+    }
+
+    .card {
+      background: linear-gradient(145deg, rgba(255,255,255,0.02), rgba(0,0,0,0.35));
+      border-radius: var(--radius-lg);
+      padding: 18px 18px 16px;
+      border: 1px solid rgba(255,255,255,0.06);
+      backdrop-filter: blur(18px);
+      -webkit-backdrop-filter: blur(18px);
+      position: relative;
+      overflow: hidden;
+    }
+
+    .card::after {
+      content: "";
+      position: absolute;
+      inset: 0;
+      background:
+        linear-gradient(180deg, rgba(255,255,255,0.06), transparent 12%),
+        radial-gradient(circle at 0 0, rgba(255,255,255,0.08), transparent 50%);
+      mix-blend-mode: soft-light;
+      opacity: 0.35;
+      pointer-events: none;
+    }
+
+    .card-inner {
+      position: relative;
+      z-index: 1;
+    }
+
+    .card-header {
+      display: flex;
+      justify-content: space-between;
+      align-items: center;
+      gap: 10px;
+      margin-bottom: 10px;
+    }
+
+    .card-title {
+      font-size: 13px;
+      font-weight: 600;
+      letter-spacing: 0.16em;
+      text-transform: uppercase;
+      color: #e6e7ef;
+    }
+
+    .card-subtitle {
+      font-size: 11px;
+      color: var(--text-soft);
+    }
+
+    .divider {
+      height: 1px;
+      width: 100%;
+      background: linear-gradient(90deg,
+        transparent,
+        rgba(255,255,255,0.10),
+        rgba(212,175,55,0.7),
+        rgba(255,255,255,0.08),
+        transparent);
+      margin: 6px 0 12px;
+      opacity: 0.75;
+    }
+
+    .grid {
+      display: grid;
+      gap: 12px;
+    }
+
+    .grid.two {
+      grid-template-columns: repeat(2, minmax(0, 1fr));
+    }
+
+    .field {
+      display: flex;
+      flex-direction: column;
+      gap: 5px;
+    }
+
+    .field-label {
+      display: flex;
+      justify-content: space-between;
+      align-items: baseline;
+      gap: 6px;
+      font-size: 12px;
+      color: var(--text-soft);
+    }
+
+    .field-label span.primary {
+      text-transform: uppercase;
+      letter-spacing: 0.14em;
+      font-size: 11px;
+      color: #e5e6f1;
+    }
+
+    .field-label span.secondary {
+      font-size: 11px;
+      opacity: 0.75;
+    }
+
+    .field-row {
+      display: flex;
+      align-items: center;
+      gap: 8px;
+    }
+
+    .input-shell {
+      position: relative;
+      flex: 1;
+    }
+
+    input[type="number"],
+    input[type="text"] {
+      width: 100%;
+      padding: 9px 34px 9px 11px;
+      border-radius: 10px;
+      border: 1px solid var(--border-subtle);
+      background: radial-gradient(circle at 0 0, rgba(255,255,255,0.08), transparent 55%),
+                  linear-gradient(145deg, #161823, #10111a);
+      color: var(--text);
+      font-size: 13px;
+      outline: none;
+      transition: border-color var(--transition-fast),
+                  box-shadow var(--transition-fast),
+                  background var(--transition-fast),
+                  transform var(--transition-fast);
+      -moz-appearance: textfield;
+    }
+
+    input[type="number"]::-webkit-outer-spin-button,
+    input[type="number"]::-webkit-inner-spin-button {
+      -webkit-appearance: none;
+      margin: 0;
+    }
+
+    input[type="number"]:focus,
+    input[type="text"]:focus {
+      border-color: rgba(212,175,55,0.75);
+      box-shadow: 0 0 0 1px var(--focus-ring), 0 0 20px rgba(212,175,55,0.22);
+      background: radial-gradient(circle at 0 0, rgba(212,175,55,0.24), transparent 55%),
+                  linear-gradient(145deg, #171a28, #11121b);
+      transform: translateY(-0.5px);
+    }
+
+    input[type="number"]::placeholder,
+    input[type="text"]::placeholder {
+      color: rgba(198,201,213,0.5);
+    }
+
+    .unit-tag {
+      position: absolute;
+      right: 7px;
+      top: 50%;
+      transform: translateY(-50%);
+      padding: 2px 7px;
+      border-radius: 999px;
+      font-size: 10px;
+      text-transform: uppercase;
+      letter-spacing: 0.18em;
+      color: var(--accent-soft);
+      background: rgba(7, 7, 10, 0.83);
+      border: 1px solid rgba(212,175,55,0.65);
+      backdrop-filter: blur(10px);
+      pointer-events: none;
+    }
+
+    .hint {
+      font-size: 11px;
+      color: var(--text-soft);
+      opacity: 0.8;
+    }
+
+    .toggle {
+      display: inline-flex;
+      align-items: center;
+      gap: 6px;
+      padding: 3px 9px;
+      border-radius: var(--radius-pill);
+      background: rgba(10,10,14,0.72);
+      border: 1px solid rgba(255,255,255,0.06);
+      font-size: 10px;
+      letter-spacing: 0.16em;
+      text-transform: uppercase;
+      color: var(--text-soft);
+    }
+
+    .toggle input {
+      display: none;
+    }
+
+    .switch {
+      width: 26px;
+      height: 14px;
+      border-radius: 999px;
+      border: 1px solid rgba(255,255,255,0.20);
+      background: linear-gradient(145deg, #1f2130, #11121a);
+      padding: 1px;
+      display: flex;
+      align-items: center;
+      transition: background var(--transition-fast), border-color var(--transition-fast);
+    }
+
+    .switch-thumb {
+      width: 10px;
+      height: 10px;
+      border-radius: 999px;
+      background: #f5f5fc;
+      box-shadow: 0 0 6px rgba(0,0,0,0.7);
+      transform: translateX(0);
+      transition: transform var(--transition-fast), background var(--transition-fast);
+    }
+
+    .toggle input:checked + .switch .switch-thumb {
+      transform: translateX(10px);
+      background: #ffe9a8;
+    }
+
+    .toggle input:checked + .switch {
+      background: linear-gradient(145deg, #d4af37, #b8952e);
+      border-color: rgba(212,175,55,0.9);
+    }
+
+    .small-tag {
+      border-radius: var(--radius-pill);
+      border: 1px solid rgba(255,255,255,0.14);
+      padding: 2px 7px;
+      font-size: 10px;
+      text-transform: uppercase;
+      letter-spacing: 0.16em;
+      color: var(--text-soft);
+      background: rgba(6,6,10,0.78);
+    }
+
+    .small-tag strong {
+      color: var(--accent-soft);
+      font-weight: 500;
+    }
+
+    .results-card {
+      background: radial-gradient(circle at 0 0, rgba(212,175,55,0.16), transparent 50%),
+                  radial-gradient(circle at 100% 100%, rgba(13,219,164,0.12), transparent 55%),
+                  linear-gradient(145deg, #181a23, #09090f);
+      border-radius: var(--radius-lg);
+      border: 1px solid rgba(212,175,55,0.65);
+      box-shadow: 0 24px 70px rgba(0,0,0,0.8);
+      padding: 16px 16px 14px;
+      display: grid;
+      grid-template-columns: minmax(0, 1.2fr) minmax(0, 1fr);
+      gap: 12px;
+      position: relative;
+    }
+
+    .results-card::before {
+      content: "ESTIMATE";
+      position: absolute;
+      top: -8px;
+      right: 16px;
+      font-size: 10px;
+      letter-spacing: 0.3em;
+      text-transform: uppercase;
+      color: rgba(255,255,255,0.2);
+    }
+
+    .results-main {
+      display: flex;
+      flex-direction: column;
+      gap: 6px;
+    }
+
+    .pill-strip {
+      display: inline-flex;
+      align-items: center;
+      gap: 6px;
+      padding: 3px 8px;
+      border-radius: var(--radius-pill);
+      background: rgba(7,7,10,0.8);
+      border: 1px solid rgba(255,255,255,0.14);
+      font-size: 10px;
+      text-transform: uppercase;
+      letter-spacing: 0.17em;
+      color: var(--text-soft);
+      width: fit-content;
+    }
+
+    .pill-dot {
+      width: 7px;
+      height: 7px;
+      border-radius: 999px;
+      background: radial-gradient(circle at 30% 30%, #ffe9af, #d4af37);
+      box-shadow:
+        0 0 0 1px rgba(0,0,0,0.7),
+        0 0 10px rgba(212,175,55,0.9);
+    }
+
+    .primary-number {
+      font-size: 32px;
+      font-weight: 600;
+      letter-spacing: 0.06em;
+      text-transform: uppercase;
+      display: flex;
+      align-items: baseline;
+      gap: 10px;
+      color: #fffdf6;
+    }
+
+    .primary-number span.unit {
+      font-size: 12px;
+      font-weight: 400;
+      letter-spacing: 0.22em;
+      color: var(--accent-soft);
+    }
+
+    .primary-number span.caption {
+      font-size: 11px;
+      font-weight: 400;
+      text-transform: none;
+      letter-spacing: 0;
+      color: var(--text-soft);
+    }
+
+    .result-metric-row {
+      display: flex;
+      gap: 12px;
+      margin-top: 1px;
+    }
+
+    .result-metric {
+      flex: 1;
+      padding: 6px 8px 7px;
+      border-radius: 12px;
+      background: rgba(6,6,10,0.78);
+      border: 1px solid rgba(255,255,255,0.10);
+      display: flex;
+      flex-direction: column;
+      gap: 2px;
+    }
+
+    .result-label {
+      font-size: 10px;
+      letter-spacing: 0.18em;
+      text-transform: uppercase;
+      color: rgba(198,201,213,0.9);
+    }
+
+    .result-value {
+      font-size: 13px;
+      font-weight: 500;
+      color: #fdfbfa;
+    }
+
+    .result-sub {
+      font-size: 10px;
+      color: rgba(198,201,213,0.8);
+    }
+
+    .results-side {
+      border-left: 1px dashed rgba(255,255,255,0.18);
+      padding-left: 11px;
+      display: flex;
+      flex-direction: column;
+      justify-content: space-between;
+      gap: 8px;
+    }
+
+    .cost-row {
+      display: flex;
+      flex-direction: column;
+      gap: 4px;
+    }
+
+    .cost-main {
+      display: flex;
+      justify-content: space-between;
+      align-items: baseline;
+      gap: 10px;
+    }
+
+    .cost-title {
+      font-size: 11px;
+      letter-spacing: 0.18em;
+      text-transform: uppercase;
+      color: var(--accent-soft);
+    }
+
+    .cost-number {
+      font-size: 22px;
+      font-weight: 600;
+      color: #fffdf6;
+    }
+
+    .cost-number span.currency {
+      font-size: 13px;
+      opacity: 0.8;
+      margin-right: 2px;
+    }
+
+    .cost-note {
+      font-size: 10px;
+      color: rgba(198,201,213,0.9);
+    }
+
+    .fine-print {
+      font-size: 9px;
+      color: rgba(198,201,213,0.8);
+      line-height: 1.4;
+      border-top: 1px dashed rgba(255,255,255,0.16);
+      padding-top: 5px;
+      display: flex;
+      justify-content: space-between;
+      gap: 10px;
+      align-items: center;
+    }
+
+    .fine-print span.keyword {
+      text-transform: uppercase;
+      letter-spacing: 0.18em;
+      font-size: 8px;
+      color: rgba(198,201,213,0.9);
+    }
+
+    .cta-row {
+      display: flex;
+      justify-content: flex-end;
+      align-items: center;
+      gap: 10px;
+      margin-top: 12px;
+    }
+
+    .ghost-label {
+      font-size: 10px;
+      text-transform: uppercase;
+      letter-spacing: 0.18em;
+      color: rgba(198,201,213,0.8);
+    }
+
+    .btn {
+      border-radius: var(--radius-pill);
+      padding: 7px 13px;
+      font-size: 10px;
+      letter-spacing: 0.18em;
+      text-transform: uppercase;
+      border: none;
+      cursor: pointer;
+      display: inline-flex;
+      align-items: center;
+      gap: 6px;
+      background: linear-gradient(145deg, #d4af37, #b08f2e);
+      color: #141318;
+      box-shadow:
+        0 10px 25px rgba(0,0,0,0.85),
+        0 0 0 1px rgba(255,255,255,0.16);
+      position: relative;
+      overflow: hidden;
+      transition: transform var(--transition-fast),
+                  box-shadow var(--transition-fast),
+                  filter var(--transition-fast),
+                  background var(--transition-fast);
+    }
+
+    .btn::before {
+      content: "";
+      position: absolute;
+      inset: 0;
+      background: linear-gradient(120deg,
+        rgba(255,255,255,0.3),
+        transparent 40% 60%,
+        rgba(255,255,255,0.35));
+      mix-blend-mode: screen;
+      opacity: 0.45;
+      pointer-events: none;
+    }
+
+    .btn:active {
+      transform: translateY(1px) scale(0.99);
+      box-shadow:
+        0 4px 14px rgba(0,0,0,0.8),
+        0 0 0 1px rgba(0,0,0,0.9);
+      filter: brightness(0.98);
+    }
+
+    .btn-icon {
+      width: 14px;
+      height: 14px;
+      border-radius: 50%;
+      background: #12141d;
+      display: inline-flex;
+      align-items: center;
+      justify-content: center;
+      box-shadow: 0 0 0 1px rgba(0,0,0,0.7);
+      flex-shrink: 0;
+    }
+
+    .btn-icon svg {
+      width: 9px;
+      height: 9px;
+      fill: #f6e6a9;
+    }
+
+    .footer {
+      margin-top: 10px;
+      display: flex;
+      justify-content: space-between;
+      align-items: baseline;
+      font-size: 9px;
+      color: rgba(198,201,213,0.7);
+    }
+
+    .footer span.keyword {
+      text-transform: uppercase;
+      letter-spacing: 0.18em;
+      font-size: 8px;
+      color: rgba(198,201,213,0.9);
+    }
+
+    .footer strong {
+      color: var(--accent-soft);
+      font-weight: 500;
+    }
+
+    .footer-right {
+      display: flex;
+      align-items: center;
+      gap: 6px;
+    }
+
+    .legend-swatch {
+      width: 8px;
+      height: 8px;
+      border-radius: 50%;
+      background: linear-gradient(135deg, #d4af37, #8f7a3d);
+      box-shadow: 0 0 0 1px rgba(0,0,0,0.8);
+    }
+
+    @media (max-width: 900px) {
+      body {
+        padding: 12px;
+      }
+      .app-shell {
+        padding: 20px 16px 16px;
+        border-radius: 20px;
+      }
+      .layout {
+        grid-template-columns: 1fr;
+        gap: 14px;
+      }
+      .results-card {
+        grid-template-columns: 1fr;
+        gap: 10px;
+      }
+      .results-side {
+        border-left: none;
+        border-top: 1px dashed rgba(255,255,255,0.18);
+        padding-left: 0;
+        padding-top: 8px;
+        margin-top: 2px;
+      }
+      h1 {
+        font-size: 20px;
+        flex-wrap: wrap;
+      }
+    }
+
+    @media print {
+      body {
+        background: #ffffff;
+        padding: 0;
+      }
+      .app-shell {
+        box-shadow: none;
+        border-radius: 0;
+        border: none;
+        background: #ffffff;
+      }
+      .app-shell::before {
+        display: none;
+      }
+      .card, .results-card {
+        box-shadow: none;
+        backdrop-filter: none;
+      }
+      .btn, .toggle {
+        display: none !important;
+      }
+      .footer {
+        border-top: 1px solid #ccc;
+        padding-top: 4px;
+        color: #444;
+      }
+      .results-card {
+        border-color: #000;
+      }
+      .badge, .pill-strip, .small-tag {
+        border-color: #333;
+        background: none;
+      }
+      .primary-number, .cost-number {
+        color: #000;
+      }
+      .meta, .field-label span.primary, .result-label,
+      .cost-title, .fine-print span.keyword, .footer span.keyword {
+        color: #000;
+      }
+      input[type="number"], input[type="text"] {
+        background: #ffffff;
+        color: #000000;
+      }
+    }
+  </style>
+</head>
+<body>
+  <div class="app-shell">
+    <div class="app-shell-inner">
+      <header class="header">
+        <div class="title-block">
+          <div class="badge">
+            <span class="badge-dot"></span>
+            BESPOKE WALLPAPER STUDIO
+          </div>
+          <h1>
+            Wallpaper Quantity Calculator
+            <span class="sub">Tailored coverage, pattern-aware, print-ready summary.</span>
+          </h1>
+        </div>
+        <div class="meta">
+          <strong>Live</strong> COMPUTATION
+          <span class="meta-sep">|</span>
+          UNITS: <strong>METERS</strong>
+        </div>
+      </header>
+
+      <main class="layout">
+        <section class="card" aria-label="Input configuration">
+          <div class="card-inner">
+            <div class="card-header">
+              <div>
+                <div class="card-title">Room &amp; Roll Details</div>
+                <div class="card-subtitle">Define your wall dimensions and wallpaper specification.</div>
+              </div>
+              <label class="toggle" title="Toggle pattern repeat consideration">
+                <input id="toggleRepeat" type="checkbox" checked>
+                <div class="switch">
+                  <div class="switch-thumb"></div>
+                </div>
+                PATTERN REPEAT
+              </label>
+            </div>
+
+            <div class="divider"></div>
+
+            <div class="grid">
+              <div class="field">
+                <div class="field-label">
+                  <span class="primary">Wall dimensions</span>
+                  <span class="secondary">Per wall, meters</span>
+                </div>
+                <div class="grid two">
+                  <div class="input-shell">
+                    <input id="wallWidth" type="number" step="0.01" min="0" placeholder="e.g. 3.20" value="3.0" aria-label="Wall width in meters">
+                    <span class="unit-tag">WIDTH · m</span>
+                  </div>
+                  <div class="input-shell">
+                    <input id="wallHeight" type="number" step="0.01" min="0" placeholder="e.g. 2.60" value="2.4" aria-label="Wall height in meters">
+                    <span class="unit-tag">HEIGHT · m</span>
+                  </div>
+                </div>
+                <div class="field-row">
+                  <div class="input-shell" style="max-width: 160px;">
+                    <input id="wallCount" type="number" step="1" min="1" placeholder="Number of walls" value="4" aria-label="Number of walls">
+                    <span class="unit-tag">WALLS</span>
+                  </div>
+                  <div class="hint">Total wall area is computed automatically.</div>
+                </div>
+              </div>
+
+              <div class="field">
+                <div class="field-label">
+                  <span class="primary">Roll specification</span>
+                  <span class="secondary">Standard metric roll</span>
+                </div>
+                <div class="grid two">
+                  <div class="input-shell">
+                    <input id="rollWidth" type="number" step="0.01" min="0" placeholder="e.g. 0.53" value="0.53" aria-label="Roll width in meters">
+                    <span class="unit-tag">ROLL WIDTH · m</span>
+                  </div>
+                  <div class="input-shell">
+                    <input id="rollLength" type="number" step="0.01" min="0" placeholder="e.g. 10.00" value="10" aria-label="Roll length in meters">
+                    <span class="unit-tag">ROLL LENGTH · m</span>
+                  </div>
+                </div>
+                <div class="field-row">
+                  <div class="input-shell">
+                    <input id="patternRepeat" type="number" step="0.01" min="0" placeholder="e.g. 0.64 (0 for none)" value="0.64" aria-label="Pattern repeat in meters">
+                    <span class="unit-tag">REPEAT · m</span>
+                  </div>
+                  <span class="small-tag">
+                    WASTE FACTOR: <strong>10%</strong>
+                  </span>
+                </div>
+              </div>
+
+              <div class="field">
+                <div class="field-label">
+                  <span class="primary">Budgeting</span>
+                  <span class="secondary">Optional cost estimation</span>
+                </div>
+                <div class="grid two">
+                  <div class="input-shell">
+                    <input id="rollPrice" type="number" step="0.01" min="0" placeholder="e.g. 85" value="85" aria-label="Price per roll">
+                    <span class="unit-tag">PRICE / ROLL</span>
+                  </div>
+                  <div class="input-shell">
+                    <input id="currency" type="text" maxlength="6" placeholder="e.g. EUR" value="EUR" aria-label="Currency code">
+                    <span class="unit-tag">CURRENCY</span>
+                  </div>
+                </div>
+                <div class="hint">
+                  Cost projection assumes all rolls are purchased at this rate.
+                </div>
+              </div>
+            </div>
+          </div>
+        </section>
+
+        <section aria-label="Calculated estimate">
+          <div class="results-card">
+            <div class="results-main">
+              <div class="pill-strip">
+                <span class="pill-dot"></span>
+                COVERAGE SUMMARY
+              </div>
+              <div class="primary-number" id="rollsPrimary">
+                0
+                <span class="unit">ROLLS</span>
+                <span class="caption">Recommended including 10% waste allowance.</span>
+              </div>
+
+              <div class="result-metric-row">
+                <div class="result-metric">
+                  <div class="result-label">Total wall area</div>
+                  <div class="result-value" id="totalArea">0.00 m²</div>
+                  <div class="result-sub" id="totalPerWall">Each wall: 0.00 m²</div>
+                </div>
+                <div class="result-metric">
+                  <div class="result-label">Effective coverage</div>
+                  <div class="result-value" id="effectiveCoverage">0.00 m²</div>
+                  <div class="result-sub" id="coverageNote">0.00 m² / roll · pattern-adjusted</div>
+                </div>
+              </div>
+            </div>
+
+            <div class="results-side">
+              <div class="cost-row">
+                <div class="cost-main">
+                  <div class="cost-title">Estimated material cost</div>
+                  <div class="cost-number" id="costNumber">
+                    <span class="currency">EUR</span>0.00
+                  </div>
+                </div>
+                <div class="cost-note" id="costNote">
+                  Based on 0 rolls at 0.00 per roll.
+                </div>
+              </div>
+              <div class="fine-print">
+                <span>
+                  <span class="keyword">Assumptions</span><br>
+                  Quantities assume full-height drops with aligned pattern repeat, no deductions for doors, windows, or wastage beyond the 10% allowance.
+                </span>
+                <span>
+                  <span class="keyword">Tip</span><br>
+                  For feature walls or complex spaces, round up if in doubt to match dye lots.
+                </span>
+              </div>
+            </div>
+          </div>
+
+          <div class="cta-row">
+            <span class="ghost-label">Ready to archive or share?</span>
+            <button class="btn" type="button" onclick="window.print()">
+              <span class="btn-icon" aria-hidden="true">
+                <svg viewBox="0 0 16 16">
+                  <path d="M4 1.5A1.5 1.5 0 0 1 5.5 0h5A1.5 1.5 0 0 1 12 1.5V4h1.5A2.5 2.5 0 0 1 16 6.5v4a1.5 1.5 0 0 1-1.5 1.5H13v2a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2v-2H1.5A1.5 1.5 0 0 1 0 10.5v-4A2.5 2.5 0 0 1 2.5 4H4V1.5ZM6 2a.5.5 0 0 0-.5.5V4h5V2.5a.5.5 0 0 0-.5-.5H6Zm4.5 8.5h-5a.5.5 0 0 0-.5.5v3A.5.5 0 0 0 5.5 15h5a.5.5 0 0 0 .5-.5v-3a.5.5 0 0 0-.5-.5ZM2 7.5A.5.5 0 0 0 1.5 8 .5.5 0 0 0 2 8.5h.01a.5.5 0 0 0 0-1H2Z"/>
+                </svg>
+              </span>
+              PRINT ESTIMATE
+            </button>
+          </div>
+
+          <footer class="footer">
+            <div>
+              <span class="keyword">Method</span>
+              &nbsp;Total rolls = ceil( (total area ÷ effective coverage per roll) × 1.10 waste factor ).
+            </div>
+            <div class="footer-right">
+              <span class="legend-swatch"></span>
+              <span>Pattern repeat trims rolls vertically to preserve alignment.</span>
+            </div>
+          </footer>
+        </section>
+      </main>
+    </div>
+  </div>
+
+  <script>
+    (function () {
+      const wallWidthEl = document.getElementById('wallWidth');
+      const wallHeightEl = document.getElementById('wallHeight');
+      const wallCountEl = document.getElementById('wallCount');
+      const rollWidthEl = document.getElementById('rollWidth');
+      const rollLengthEl = document.getElementById('rollLength');
+      const patternRepeatEl = document.getElementById('patternRepeat');
+      const rollPriceEl = document.getElementById('rollPrice');
+      const currencyEl = document.getElementById('currency');
+      const toggleRepeatEl = document.getElementById('toggleRepeat');
+
+      const rollsPrimaryEl = document.getElementById('rollsPrimary');
+      const totalAreaEl = document.getElementById('totalArea');
+      const totalPerWallEl = document.getElementById('totalPerWall');
+      const effectiveCoverageEl = document.getElementById('effectiveCoverage');
+      const coverageNoteEl = document.getElementById('coverageNote');
+      const costNumberEl = document.getElementById('costNumber');
+      const costNoteEl = document.getElementById('costNote');
+
+      function parseVal(input) {
+        const v = parseFloat(input.value.replace(',', '.'));
+        return isNaN(v) || v < 0 ? 0 : v;
+      }
+
+      function formatNumber(n, decimals) {
+        return n.toLocaleString(undefined, {
+          minimumFractionDigits: decimals,
+          maximumFractionDigits: decimals
+        });
+      }
+
+      function compute() {
+        const wallWidth = parseVal(wallWidthEl);
+        const wallHeight = parseVal(wallHeightEl);
+        const wallCount = Math.max(0, Math.floor(parseVal(wallCountEl)));
+
+        const rollWidth = parseVal(rollWidthEl);
+        const rollLength = parseVal(rollLengthEl);
+        const patternRepeat = toggleRepeatEl.checked ? parseVal(patternRepeatEl) : 0;
+        const rollPrice = parseVal(rollPriceEl);
+        const currency = (currencyEl.value || 'EUR').toUpperCase().slice(0, 6);
+
+        const areaPerWall = wallWidth * wallHeight;
+        const totalArea = areaPerWall * wallCount;
+
+        let dropLength = wallHeight;
+        if (patternRepeat > 0 && wallHeight > 0) {
+          const repeatsNeeded = Math.ceil(wallHeight / patternRepeat);
+          dropLength = repeatsNeeded * patternRepeat;
+        }
+
+        let dropsPerRoll = 0;
+        if (rollLength > 0 && dropLength > 0) {
+          dropsPerRoll = Math.floor(rollLength / dropLength);
+        }
+
+        let effectivePerRoll = 0;
+        if (dropsPerRoll > 0 && rollWidth > 0) {
+          effectivePerRoll = dropsPerRoll * rollWidth * wallHeight;
+        }
+
+        const WASTE_FACTOR = 1.10;
+        let rollsRequired = 0;
+        if (effectivePerRoll > 0 && totalArea > 0) {
+          const idealRolls = totalArea / effectivePerRoll;
+          rollsRequired = Math.ceil(idealRolls * WASTE_FACTOR);
+        }
+
+        const totalCost = rollsRequired * rollPrice;
+
+        // Update UI
+
+        // Rolls primary display
+        const rollsText = rollsRequired || 0;
+        rollsPrimaryEl.innerHTML = `
+          ${rollsText}
+          <span class="unit">ROLLS</span>
+          <span class="caption">Recommended including 10% waste allowance.</span>
+        `;
+
+        totalAreaEl.textContent = `${formatNumber(totalArea, 2)} m²`;
+        totalPerWallEl.textContent = `Each wall: ${formatNumber(areaPerWall || 0, 2)} m²`;
+
+        effectiveCoverageEl.textContent = `${formatNumber(effectivePerRoll || 0, 2)} m²`;
+        const dropsDesc = dropsPerRoll > 0 ? `${dropsPerRoll} full drops / roll` : `0 full drops / roll`;
+        if (patternRepeat > 0 && toggleRepeatEl.checked) {
+          coverageNoteEl.textContent =
+            `${formatNumber(effectivePerRoll || 0, 2)} m² / roll · pattern-adjusted · ${dropsDesc}`;
+        } else {
+          coverageNoteEl.textContent =
+            `${formatNumber(effectivePerRoll || 0, 2)} m² / roll · no repeat · ${dropsDesc}`;
+        }
+
+        costNumberEl.innerHTML = `<span class="currency">${currency}</span>${formatNumber(totalCost || 0, 2)}`;
+
+        const unitPrice = rollPrice || 0;
+        costNoteEl.textContent =
+          `Based on ${rollsRequired || 0} roll${rollsRequired === 1 ? '' : 's'} at ${formatNumber(unitPrice, 2)} per roll.`;
+      }
+
+      const inputs = [
+        wallWidthEl,
+        wallHeightEl,
+        wallCountEl,
+        rollWidthEl,
+        rollLengthEl,
+        patternRepeatEl,
+        rollPriceEl,
+        currencyEl,
+        toggleRepeatEl
+      ];
+
+      inputs.forEach(el => {
+        const evt = el.type === 'text' ? 'input' : 'input';
+        el.addEventListener(evt, compute);
+        if (el === toggleRepeatEl) {
+          el.addEventListener('change', compute);
+        }
+      });
+
+      compute();
+    })();
+  </script>
+</body>
+</html>
\ No newline at end of file
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+++ b/data/artifacts/af8e73a5e23e/grok.html
@@ -0,0 +1,591 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Wallpaper Quantity Calculator</title>
+<style>
+  :root {
+    --bg: #f6f1eb;
+    --surface: #fffcf7;
+    --ink: #1c1917;
+    --muted: #78716c;
+    --line: #e7e0d8;
+    --accent: #8b6914;
+    --accent-soft: #c4a35a;
+    --gold: linear-gradient(135deg, #b8952c, #8b6914 45%, #d4af37);
+    --shadow: 0 24px 60px rgba(28, 25, 23, 0.08);
+    --radius: 20px;
+  }
+
+  * { box-sizing: border-box; margin: 0; padding: 0; }
+
+  body {
+    font-family: "Segoe UI", "Helvetica Neue", Georgia, serif;
+    background:
+      radial-gradient(ellipse 80% 50% at 10% -10%, rgba(212, 175, 55, 0.14), transparent 50%),
+      radial-gradient(ellipse 60% 40% at 100% 0%, rgba(139, 105, 20, 0.08), transparent 45%),
+      var(--bg);
+    color: var(--ink);
+    min-height: 100vh;
+    padding: 32px 20px 48px;
+    line-height: 1.5;
+  }
+
+  .wrap {
+    max-width: 920px;
+    margin: 0 auto;
+  }
+
+  header {
+    text-align: center;
+    margin-bottom: 36px;
+  }
+
+  .eyebrow {
+    display: inline-block;
+    letter-spacing: 0.28em;
+    text-transform: uppercase;
+    font-size: 11px;
+    color: var(--accent);
+    font-weight: 600;
+    margin-bottom: 10px;
+  }
+
+  h1 {
+    font-size: clamp(1.75rem, 4vw, 2.35rem);
+    font-weight: 500;
+    letter-spacing: -0.02em;
+    color: var(--ink);
+  }
+
+  h1 span {
+    font-style: italic;
+    color: var(--accent);
+  }
+
+  .sub {
+    color: var(--muted);
+    margin-top: 8px;
+    font-size: 0.95rem;
+  }
+
+  .panel {
+    background: var(--surface);
+    border: 1px solid var(--line);
+    border-radius: var(--radius);
+    box-shadow: var(--shadow);
+    overflow: hidden;
+  }
+
+  .grid {
+    display: grid;
+    grid-template-columns: 1.15fr 0.85fr;
+  }
+
+  @media (max-width: 780px) {
+    .grid { grid-template-columns: 1fr; }
+  }
+
+  .form-side {
+    padding: 32px 28px 36px;
+    border-right: 1px solid var(--line);
+  }
+
+  @media (max-width: 780px) {
+    .form-side { border-right: none; border-bottom: 1px solid var(--line); }
+  }
+
+  .section-label {
+    font-size: 11px;
+    letter-spacing: 0.2em;
+    text-transform: uppercase;
+    color: var(--accent);
+    font-weight: 600;
+    margin-bottom: 16px;
+    display: flex;
+    align-items: center;
+    gap: 10px;
+  }
+
+  .section-label::after {
+    content: "";
+    flex: 1;
+    height: 1px;
+    background: var(--line);
+  }
+
+  .fields {
+    display: grid;
+    grid-template-columns: 1fr 1fr;
+    gap: 14px 16px;
+    margin-bottom: 28px;
+  }
+
+  .field.full { grid-column: 1 / -1; }
+
+  label {
+    display: block;
+    font-size: 12px;
+    color: var(--muted);
+    margin-bottom: 6px;
+    font-weight: 500;
+  }
+
+  .input-wrap {
+    position: relative;
+  }
+
+  input[type="number"] {
+    width: 100%;
+    appearance: textfield;
+    -moz-appearance: textfield;
+    background: #fff;
+    border: 1px solid var(--line);
+    border-radius: 12px;
+    padding: 12px 44px 12px 14px;
+    font-size: 15px;
+    color: var(--ink);
+    font-family: inherit;
+    transition: border-color 0.15s, box-shadow 0.15s;
+  }
+
+  input[type="number"]::-webkit-outer-spin-button,
+  input[type="number"]::-webkit-inner-spin-button {
+    -webkit-appearance: none;
+    margin: 0;
+  }
+
+  input[type="number"]:focus {
+    outline: none;
+    border-color: var(--accent-soft);
+    box-shadow: 0 0 0 3px rgba(196, 163, 90, 0.22);
+  }
+
+  .unit {
+    position: absolute;
+    right: 12px;
+    top: 50%;
+    transform: translateY(-50%);
+    font-size: 12px;
+    color: var(--muted);
+    pointer-events: none;
+  }
+
+  .hint {
+    font-size: 11px;
+    color: var(--muted);
+    margin-top: 5px;
+  }
+
+  .result-side {
+    padding: 32px 28px;
+    background:
+      linear-gradient(165deg, rgba(255, 252, 247, 0.4), rgba(246, 241, 235, 0.9)),
+      var(--surface);
+    display: flex;
+    flex-direction: column;
+  }
+
+  .result-card {
+    background: #1c1917;
+    color: #faf7f2;
+    border-radius: 16px;
+    padding: 28px 24px;
+    flex: 1;
+    display: flex;
+    flex-direction: column;
+    position: relative;
+    overflow: hidden;
+  }
+
+  .result-card::before {
+    content: "";
+    position: absolute;
+    inset: 0;
+    background:
+      radial-gradient(circle at 100% 0%, rgba(212, 175, 55, 0.25), transparent 45%),
+      radial-gradient(circle at 0% 100%, rgba(139, 105, 20, 0.15), transparent 40%);
+    pointer-events: none;
+  }
+
+  .result-card > * { position: relative; z-index: 1; }
+
+  .result-card h2 {
+    font-size: 12px;
+    letter-spacing: 0.22em;
+    text-transform: uppercase;
+    color: var(--accent-soft);
+    font-weight: 600;
+    margin-bottom: 20px;
+  }
+
+  .hero-metric {
+    margin-bottom: 24px;
+  }
+
+  .hero-metric .num {
+    font-size: 3.4rem;
+    font-weight: 300;
+    letter-spacing: -0.03em;
+    line-height: 1;
+    background: var(--gold);
+    -webkit-background-clip: text;
+    background-clip: text;
+    color: transparent;
+  }
+
+  .hero-metric .lbl {
+    font-size: 13px;
+    color: rgba(250, 247, 242, 0.65);
+    margin-top: 6px;
+  }
+
+  .metrics {
+    display: grid;
+    gap: 14px;
+    margin-bottom: 24px;
+  }
+
+  .metric {
+    display: flex;
+    justify-content: space-between;
+    align-items: baseline;
+    padding-bottom: 12px;
+    border-bottom: 1px solid rgba(255, 255, 255, 0.08);
+  }
+
+  .metric:last-child { border-bottom: none; padding-bottom: 0; }
+
+  .metric .k {
+    font-size: 13px;
+    color: rgba(250, 247, 242, 0.55);
+  }
+
+  .metric .v {
+    font-size: 15px;
+    font-weight: 500;
+    font-variant-numeric: tabular-nums;
+  }
+
+  .metric .v.gold {
+    color: #d4af37;
+  }
+
+  .waste-note {
+    margin-top: auto;
+    font-size: 11px;
+    color: rgba(250, 247, 242, 0.4);
+    line-height: 1.45;
+    padding-top: 16px;
+    border-top: 1px solid rgba(255, 255, 255, 0.08);
+  }
+
+  .actions {
+    display: flex;
+    gap: 10px;
+    margin-top: 18px;
+  }
+
+  button {
+    font-family: inherit;
+    cursor: pointer;
+    border: none;
+    border-radius: 12px;
+    padding: 12px 18px;
+    font-size: 13px;
+    font-weight: 600;
+    letter-spacing: 0.04em;
+    transition: transform 0.12s, opacity 0.12s;
+  }
+
+  button:active { transform: scale(0.98); }
+
+  .btn-print {
+    flex: 1;
+    background: var(--gold);
+    color: #1c1917;
+  }
+
+  .btn-print:hover { opacity: 0.92; }
+
+  .btn-reset {
+    background: transparent;
+    color: var(--muted);
+    border: 1px solid var(--line);
+  }
+
+  .btn-reset:hover { border-color: var(--accent-soft); color: var(--ink); }
+
+  footer {
+    text-align: center;
+    margin-top: 28px;
+    font-size: 12px;
+    color: var(--muted);
+  }
+
+  @media print {
+    body {
+      background: #fff;
+      padding: 0;
+    }
+    header .sub, .form-side, .actions, footer, .eyebrow {
+      display: none !important;
+    }
+    .panel {
+      box-shadow: none;
+      border: none;
+    }
+    .grid { display: block; }
+    .result-side {
+      padding: 0;
+      background: none;
+    }
+    .result-card {
+      background: #1c1917;
+      -webkit-print-color-adjust: exact;
+      print-color-adjust: exact;
+      border-radius: 8px;
+      min-height: auto;
+    }
+    h1 { font-size: 1.4rem; margin-bottom: 16px; }
+  }
+</style>
+</head>
+<body>
+  <div class="wrap">
+    <header>
+      <div class="eyebrow">Atelier Measure</div>
+      <h1>Wallpaper <span>Quantity</span> Calculator</h1>
+      <p class="sub">Precise roll estimates with pattern match &amp; waste allowance</p>
+    </header>
+
+    <div class="panel">
+      <div class="grid">
+        <div class="form-side">
+          <div class="section-label">Wall dimensions</div>
+          <div class="fields">
+            <div class="field">
+              <label for="wallW">Wall width</label>
+              <div class="input-wrap">
+                <input type="number" id="wallW" min="0" step="0.01" value="4.5" inputmode="decimal">
+                <span class="unit">m</span>
+              </div>
+            </div>
+            <div class="field">
+              <label for="wallH">Wall height</label>
+              <div class="input-wrap">
+                <input type="number" id="wallH" min="0" step="0.01" value="2.4" inputmode="decimal">
+                <span class="unit">m</span>
+              </div>
+            </div>
+            <div class="field full">
+              <label for="numWalls">Number of walls</label>
+              <div class="input-wrap">
+                <input type="number" id="numWalls" min="1" step="1" value="4" inputmode="numeric">
+                <span class="unit">walls</span>
+              </div>
+              <p class="hint">Same dimensions assumed for each wall</p>
+            </div>
+          </div>
+
+          <div class="section-label">Roll &amp; pattern</div>
+          <div class="fields">
+            <div class="field">
+              <label for="rollW">Roll width</label>
+              <div class="input-wrap">
+                <input type="number" id="rollW" min="0" step="0.01" value="0.53" inputmode="decimal">
+                <span class="unit">m</span>
+              </div>
+            </div>
+            <div class="field">
+              <label for="rollL">Roll length</label>
+              <div class="input-wrap">
+                <input type="number" id="rollL" min="0" step="0.01" value="10.05" inputmode="decimal">
+                <span class="unit">m</span>
+              </div>
+            </div>
+            <div class="field">
+              <label for="repeat">Pattern repeat</label>
+              <div class="input-wrap">
+                <input type="number" id="repeat" min="0" step="0.001" value="0.64" inputmode="decimal">
+                <span class="unit">m</span>
+              </div>
+              <p class="hint">Use 0 for plain / free-match</p>
+            </div>
+            <div class="field">
+              <label for="price">Price per roll</label>
+              <div class="input-wrap">
+                <input type="number" id="price" min="0" step="0.01" value="48.00" inputmode="decimal">
+                <span class="unit">£</span>
+              </div>
+            </div>
+          </div>
+        </div>
+
+        <div class="result-side">
+          <div class="result-card" id="resultCard">
+            <h2>Estimate</h2>
+            <div class="hero-metric">
+              <div class="num" id="rollsNeeded">—</div>
+              <div class="lbl">rolls required (incl. 10% waste)</div>
+            </div>
+            <div class="metrics">
+              <div class="metric">
+                <span class="k">Total wall area</span>
+                <span class="v" id="totalArea">—</span>
+              </div>
+              <div class="metric">
+                <span class="k">Usable coverage / roll</span>
+                <span class="v" id="covPerRoll">—</span>
+              </div>
+              <div class="metric">
+                <span class="k">Drops per roll</span>
+                <span class="v" id="dropsPerRoll">—</span>
+              </div>
+              <div class="metric">
+                <span class="k">Total drops needed</span>
+                <span class="v" id="totalDrops">—</span>
+              </div>
+              <div class="metric">
+                <span class="k">Estimated cost</span>
+                <span class="v gold" id="estCost">—</span>
+              </div>
+            </div>
+            <p class="waste-note" id="detailNote">
+              Calculations include pattern matching and a standard 10% waste allowance for cuts and alignment.
+            </p>
+          </div>
+          <div class="actions">
+            <button type="button" class="btn-print" onclick="window.print()">Print result</button>
+            <button type="button" class="btn-reset" id="btnReset">Reset</button>
+          </div>
+        </div>
+      </div>
+    </div>
+
+    <footer>Live recalculation · Pattern-aware drop method · 10% waste included</footer>
+  </div>
+
+<script>
+(function () {
+  const $ = (id) => document.getElementById(id);
+
+  const ids = ["wallW", "wallH", "numWalls", "rollW", "rollL", "repeat", "price"];
+  const defaults = {
+    wallW: 4.5, wallH: 2.4, numWalls: 4,
+    rollW: 0.53, rollL: 10.05, repeat: 0.64, price: 48
+  };
+
+  function n(id) {
+    const v = parseFloat($(id).value);
+    return Number.isFinite(v) && v >= 0 ? v : NaN;
+  }
+
+  function fmt(v, d) {
+    if (!Number.isFinite(v)) return "—";
+    return v.toLocaleString(undefined, {
+      minimumFractionDigits: d,
+      maximumFractionDigits: d
+    });
+  }
+
+  function fmtMoney(v) {
+    if (!Number.isFinite(v)) return "—";
+    return "£" + v.toLocaleString(undefined, {
+      minimumFractionDigits: 2,
+      maximumFractionDigits: 2
+    });
+  }
+
+  function compute() {
+    const wallW = n("wallW");
+    const wallH = n("wallH");
+    const numWalls = n("numWalls");
+    const rollW = n("rollW");
+    const rollL = n("rollL");
+    const repeat = n("repeat");
+    const price = n("price");
+
+    const valid =
+      wallW > 0 && wallH > 0 && numWalls >= 1 &&
+      rollW > 0 && rollL > 0 &&
+      Number.isFinite(repeat) && Number.isFinite(price);
+
+    if (!valid) {
+      $("rollsNeeded").textContent = "—";
+      $("totalArea").textContent = "—";
+      $("covPerRoll").textContent = "—";
+      $("dropsPerRoll").textContent = "—";
+      $("totalDrops").textContent = "—";
+      $("estCost").textContent = "—";
+      $("detailNote").textContent = "Enter positive dimensions to calculate.";
+      return;
+    }
+
+    // Drop (strip) length with pattern repeat
+    let dropLength;
+    if (repeat > 0) {
+      const repeatsNeeded = Math.ceil(wallH / repeat);
+      dropLength = repeatsNeeded * repeat;
+    } else {
+      dropLength = wallH;
+    }
+
+    // Ensure drop fits on roll
+    if (dropLength > rollL) {
+      $("rollsNeeded").textContent = "—";
+      $("totalArea").textContent = fmt(wallW * wallH * numWalls, 2) + " m²";
+      $("covPerRoll").textContent = "—";
+      $("dropsPerRoll").textContent = "0";
+      $("totalDrops").textContent = "—";
+      $("estCost").textContent = "—";
+      $("detailNote").textContent =
+        "Pattern-adjusted drop length (" + fmt(dropLength, 2) +
+        " m) exceeds roll length. Choose a longer roll or smaller repeat.";
+      return;
+    }
+
+    const dropsPerRoll = Math.floor(rollL / dropLength);
+    const dropsPerWall = Math.ceil(wallW / rollW);
+    const totalDrops = dropsPerWall * numWalls;
+
+    // Base rolls from drops, then +10% waste, always round up
+    const baseRolls = totalDrops / dropsPerRoll;
+    const rollsWithWaste = Math.ceil(baseRolls * 1.1);
+
+    const totalArea = wallW * wallH * numWalls;
+    const covPerRoll = rollW * rollL;
+    const estCost = rollsWithWaste * price;
+
+    $("rollsNeeded").textContent = String(rollsWithWaste);
+    $("totalArea").textContent = fmt(totalArea, 2) + " m²";
+    $("covPerRoll").textContent = fmt(covPerRoll, 2) + " m²";
+    $("dropsPerRoll").textContent = String(dropsPerRoll);
+    $("totalDrops").textContent = String(totalDrops);
+    $("estCost").textContent = fmtMoney(estCost);
+
+    $("detailNote").textContent =
+      "Drop length " + fmt(dropLength, 2) + " m" +
+      (repeat > 0 ? " (matched to " + fmt(repeat, 3) + " m repeat)" : " (no repeat)") +
+      " · " + dropsPerWall + " drop" + (dropsPerWall === 1 ? "" : "s") + "/wall · " +
+      "base " + fmt(baseRolls, 2) + " rolls + 10% waste.";
+  }
+
+  ids.forEach(function (id) {
+    $(id).addEventListener("input", compute);
+    $(id).addEventListener("change", compute);
+  });
+
+  $("btnReset").addEventListener("click", function () {
+    ids.forEach(function (id) {
+      $(id).value = defaults[id];
+    });
+    compute();
+  });
+
+  compute();
+})();
+</script>
+</body>
+</html>
\ No newline at end of file
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diff --git a/data/artifacts/af8e73a5e23e/hermes3-8b.html b/data/artifacts/af8e73a5e23e/hermes3-8b.html
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index 0000000..ecfcb4f
--- /dev/null
+++ b/data/artifacts/af8e73a5e23e/hermes3-8b.html
@@ -0,0 +1,130 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Wallpaper Quantity Calculator</title>
+    <style>
+        body {
+            font-family: Arial, sans-serif;
+            line-height: 1.6;
+            margin: 0;
+            padding: 20px;
+            background-color: #f4f4f4;
+        }
+        
+        h1 {
+            color: #333;
+        }
+        
+        .container {
+            max-width: 600px;
+            margin: 0 auto;
+            background-color: #fff;
+            box-shadow: 0 2px 5px rgba(0, 0, 0, 0.1);
+        }
+        
+        input,
+        select {
+            width: 100%;
+            padding: 10px;
+            margin-bottom: 20px;
+            box-sizing: border-box;
+        }
+        
+        button {
+            display: block;
+            width: 100%;
+            padding: 10px;
+            background-color: #5cb85c;
+            color: #fff;
+            border: none;
+            cursor: pointer;
+        }
+        
+        .result-card {
+            margin-top: 20px;
+            padding: 20px;
+            background-color: #f9f9f9;
+            box-shadow: 0 2px 5px rgba(0, 0, 0, 0.1);
+        }
+        
+        @media print {
+            button,
+            .container footer {
+                display: none;
+            }
+            
+            .result-card {
+                margin-top: 0;
+                padding: 0;
+            }
+        }
+    </style>
+</head>
+<body>
+    <div class="container">
+        <h1>Wallpaper Quantity Calculator</h1>
+        
+        <form>
+            <label for="wallWidth">Wall Width (cm):</label>
+            <input type="number" id="wallWidth" step="0.01" required>
+            
+            <label for="wallHeight">Wall Height (cm):</label>
+            <input type="number" id="wallHeight" step="0.01" required>
+            
+            <label for="numberOfWalls">Number of Walls:</label>
+            <input type="number" id="numberOfWalls" min="1" required>
+            
+            <label for="rollWidth">Roll Width (cm):</label>
+            <input type="number" id="rollWidth" step="0.01" required>
+            
+            <label for="rollLength">Roll Length (cm):</label>
+            <input type="number" id="rollLength" step="0.01" required>
+            
+            <label for="patternRepeat">Pattern Repeat:</label>
+            <select id="patternRepeat">
+                <option value="h">Horizontal</option>
+                <option value="v">Vertical</option>
+            </select>
+            
+            <button type="submit">Calculate</button>
+        </form>
+        
+        <div class="result-card" id="resultCard"></div>
+    </div>
+
+    <script>
+        document.querySelector('form').addEventListener('submit', function(e) {
+            e.preventDefault();
+            
+            const wallWidth = parseFloat(document.getElementById('wallWidth').value);
+            const wallHeight = parseFloat(document.getElementById('wallHeight').value);
+            const numberOfWalls = parseInt(document.getElementById('numberOfWalls').value);
+            const rollWidth = parseFloat(document.getElementById('rollWidth').value);
+            const rollLength = parseFloat(document.getElementById('rollLength').value);
+            const patternRepeat = document.getElementById('patternRepeat').value;
+            
+            const totalWallArea = wallWidth * wallHeight * numberOfWalls;
+            const rollCoverage = (rollWidth / 100) * (rollLength / 100);
+            const rollsNeeded = Math.ceil(totalWallArea / rollCoverage * 1.1);
+            const totalCoverage = rollsNeeded * rollCoverage;
+            
+            const resultCard = document.getElementById('resultCard');
+            let content = `
+                <p>Rolls Needed: ${rollsNeeded.toFixed(2)} rolls</p>
+                <p>Total Coverage: ${totalCoverage.toFixed(2)} square meters</p>
+            `;
+            
+            if (patternRepeat === 'h') {
+                content += `<p>Pattern Repeat: Horizontal</p>`;
+            } else {
+                content += `<p>Pattern Repeat: Vertical</p>`;
+}
+            
+            resultCard.innerHTML = content;
+        });
+    </script>
+    
+</body>
+</html>
\ No newline at end of file
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diff --git a/data/artifacts/af8e73a5e23e/hf-qwen-coder-32b.html b/data/artifacts/af8e73a5e23e/hf-qwen-coder-32b.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Wallpaper Quantity Calculator</title>
+    <style>
+        body {
+            font-family: Arial, sans-serif;
+            background-color: #f4f4f9;
+            margin: 0;
+            padding: 20px;
+            display: flex;
+            justify-content: center;
+            align-items: center;
+            height: 100vh;
+        }
+        .calculator {
+            background-color: #fff;
+            padding: 30px;
+            border-radius: 8px;
+            box-shadow: 0 4px 8px rgba(0,0,0,0.1);
+            width: 350px;
+        }
+        .calculator h2 {
+            margin-bottom: 20px;
+            color: #333;
+        }
+        .calculator label {
+            display: block;
+            margin-bottom: 8px;
+            font-weight: bold;
+            color: #555;
+        }
+        .calculator input[type="number"] {
+            width: calc(100% - 22px);
+            padding: 10px;
+            margin-bottom: 15px;
+            border: 1px solid #ddd;
+            border-radius: 4px;
+            box-sizing: border-box;
+        }
+        .calculator button {
+            width: 100%;
+            padding: 12px;
+            background-color: #6a4c93;
+            color: #fff;
+            font-size: 16px;
+            border: none;
+            border-radius: 4px;
+            cursor: pointer;
+        }
+        .calculator button:hover {
+            background-color: #5e4482;
+        }
+        .result-card {
+            margin-top: 30px;
+            padding: 20px;
+            background-color: #f9f9f9;
+            border: 1px solid #ddd;
+            border-radius: 8px;
+            box-shadow: 0 4px 8px rgba(0,0,0,0.05);
+        }
+        .result-card h3 {
+            margin-bottom: 15px;
+            color: #6a4c93;
+        }
+        .result-card p {
+            margin: 5px 0;
+            color: #555;
+        }
+    </style>
+</head>
+<body>
+    <div class="calculator">
+        <h2>Wallpaper Quantity Calculator</h2>
+        <label for="wallWidth">Wall Width (ft):</label>
+        <input type="number" id="wallWidth" step="0.1" value="10">
+        
+        <label for="wallHeight">Wall Height (ft):</label>
+        <input type="number" id="wallHeight" step="0.1" value="8">
+        
+        <label for="numWalls">Number of Walls:</label>
+        <input type="number" id="numWalls" min="1" value="4">
+        
+        <label for="rollWidth">Roll Width (ft):</label>
+        <input type="number" id="rollWidth" step="0.1" value="20">
+        
+        <label for="rollHeight">Roll Height (ft):</label>
+        <input type="number" id="rollHeight" step="0.1" value="35">
+        
+        <label for="patternRepeat">Pattern Repeat (in):</label>
+        <input type="number" id="patternRepeat" min="1" value="24">
+        
+        <label for="costPerRoll">Cost Per Roll ($):</label>
+        <input type="number" id="costPerRoll" step="0.01" value="29.99">
+        
+        <button onclick="calculateWallpaper()">Calculate</button>
+        
+        <div class="result-card" id="resultCard" style="display:none;">
+            <h3>Results</h3>
+            <p><strong>Total Coverage Needed:</strong> <span id="totalCoverage"></span> sq ft</p>
+            <p><strong>Rolls Needed (with 10% waste):</strong> <span id="rollsNeeded"></span></p>
+            <p><strong>Estimated Cost:</strong> $<span id="estimatedCost"></span></p>
+        </div>
+    </div>
+
+    <script>
+        function calculateWallpaper() {
+            const wallWidth = parseFloat(document.getElementById('wallWidth').value);
+            const wallHeight = parseFloat(document.getElementById('wallHeight').value);
+            const numWalls = parseInt(document.getElementById('numWalls').value, 10);
+            const rollWidth = parseFloat(document.getElementById('rollWidth').value);
+            const rollHeight = parseFloat(document.getElementById('rollHeight').value);
+            const patternRepeat = parseFloat(document.getElementById('patternRepeat').value) / 12; // Convert inches to feet
+            const costPerRoll = parseFloat(document.getElementById('costPerRoll').value);
+
+            const totalWallArea = wallWidth * wallHeight * numWalls;
+            const effectiveRollHeight = rollHeight - (rollHeight % patternRepeat);
+            const rollsNeededRaw = (totalWallArea / (effectiveRollHeight * rollWidth)) * 1.1; // 10% waste
+            const rollsNeeded = Math.ceil(rollsNeededRaw);
+
+            document.getElementById('totalCoverage').textContent = totalWallArea.toFixed(2);
+            document.getElementById('rollsNeeded').textContent = rollsNeeded;
+            document.getElementById('estimatedCost').textContent = (rollsNeeded * costPerRoll).toFixed(2);
+            
+            document.getElementById('resultCard').style.display = 'block';
+        }
+    </script>
+</body>
+</html>
\ No newline at end of file
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+++ b/data/artifacts/af8e73a5e23e/kimi.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Luxury Wallpaper Calculator</title>
+    <style>
+        * {
+            margin: 0;
+            padding: 0;
+            box-sizing: border-box;
+        }
+
+        :root {
+            --color-bg: #F9F8F6;
+            --color-card: #FFFFFF;
+            --color-text: #1A1A1A;
+            --color-text-secondary: #6B6B6B;
+            --color-accent: #C5A059;
+            --color-accent-dark: #A08040;
+            --color-border: #E8E6E1;
+            --font-serif: Georgia, 'Times New Roman', serif;
+            --font-sans: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, sans-serif;
+        }
+
+        body {
+            font-family: var(--font-sans);
+            background-color: var(--color-bg);
+            color: var(--color-text);
+            line-height: 1.6;
+            -webkit-font-smoothing: antialiased;
+        }
+
+        .container {
+            max-width: 1200px;
+            margin: 0 auto;
+            padding: 3rem 1.5rem;
+        }
+
+        header {
+            text-align: center;
+            margin-bottom: 3rem;
+            padding-bottom: 2rem;
+            border-bottom: 1px solid var(--color-border);
+        }
+
+        h1 {
+            font-family: var(--font-serif);
+            font-size: 2.5rem;
+            font-weight: 400;
+            letter-spacing: -0.02em;
+            color: var(--color-text);
+            margin-bottom: 0.5rem;
+        }
+
+        .subtitle {
+            color: var(--color-text-secondary);
+            font-size: 1rem;
+            letter-spacing: 0.05em;
+            text-transform: uppercase;
+        }
+
+        .calculator-grid {
+            display: grid;
+            grid-template-columns: 1fr 400px;
+            gap: 3rem;
+            align-items: start;
+        }
+
+        @media (max-width: 900px) {
+            .calculator-grid {
+                grid-template-columns: 1fr;
+                gap: 2rem;
+            }
+        }
+
+        .input-section {
+            background: var(--color-card);
+            padding: 2.5rem;
+            border-radius: 4px;
+            box-shadow: 0 4px 20px rgba(0,0,0,0.03);
+        }
+
+        .input-group {
+            margin-bottom: 2rem;
+        }
+
+        .input-group:last-child {
+            margin-bottom: 0;
+        }
+
+        .group-title {
+            font-family: var(--font-serif);
+            font-size: 1.25rem;
+            color: var(--color-accent-dark);
+            margin-bottom: 1.5rem;
+            padding-bottom: 0.75rem;
+            border-bottom: 2px solid var(--color-accent);
+            display: inline-block;
+        }
+
+        .form-row {
+            display: grid;
+            grid-template-columns: 1fr 1fr;
+            gap: 1.5rem;
+            margin-bottom: 1.25rem;
+        }
+
+        @media (max-width: 600px) {
+            .form-row {
+                grid-template-columns: 1fr;
+                gap: 1rem;
+            }
+        }
+
+        .field {
+            display: flex;
+            flex-direction: column;
+        }
+
+        label {
+            font-size: 0.875rem;
+            font-weight: 500;
+            color: var(--color-text-secondary);
+            margin-bottom: 0.5rem;
+            letter-spacing: 0.02em;
+        }
+
+        input[type="number"] {
+            width: 100%;
+            padding: 0.875rem 1rem;
+            border: 1px solid var(--color-border);
+            border-radius: 4px;
+            font-size: 1rem;
+            font-family: var(--font-sans);
+            color: var(--color-text);
+            background: #FAFAFA;
+            transition: all 0.2s ease;
+        }
+
+        input[type="number"]:focus {
+            outline: none;
+            border-color: var(--color-accent);
+            background: var(--color-card);
+            box-shadow: 0 0 0 3px rgba(197, 160, 89, 0.1);
+        }
+
+        .unit-hint {
+            font-size: 0.75rem;
+            color: var(--color-text-secondary);
+            margin-top: 0.25rem;
+            font-style: italic;
+        }
+
+        .result-section {
+            position: sticky;
+            top: 2rem;
+        }
+
+        .result-card {
+            background: var(--color-card);
+            border: 1px solid var(--color-border);
+            border-radius: 4px;
+            padding: 2.5rem;
+            box-shadow: 0 10px 40px rgba(0,0,0,0.08);
+        }
+
+        .result-header {
+            text-align: center;
+            margin-bottom: 2rem;
+            padding-bottom: 1.5rem;
+            border-bottom: 1px solid var(--color-border);
+        }
+
+        .result-header h2 {
+            font-family: var(--font-serif);
+            font-size: 1.5rem;
+            font-weight: 400;
+            color: var(--color-text);
+        }
+
+        .result-item {
+            margin-bottom: 1.75rem;
+            text-align: center;
+        }
+
+        .result-item:last-of-type {
+            margin-bottom: 2rem;
+        }
+
+        .result-label {
+            display: block;
+            font-size: 0.875rem;
+            text-transform: uppercase;
+            letter-spacing: 0.1em;
+            color: var(--color-text-secondary);
+            margin-bottom: 0.5rem;
+        }
+
+        .result-value {
+            display: block;
+            font-family: var(--font-serif);
+            font-size: 3rem;
+            color: var(--color-accent-dark);
+            line-height: 1;
+            margin-bottom: 0.25rem;
+        }
+
+        .result-unit {
+            font-size: 1rem;
+            color: var(--color-text-secondary);
+            font-family: var(--font-sans);
+        }
+
+        .result-note {
+            display: block;
+            font-size: 0.75rem;
+            color: var(--color-text-secondary);
+            font-style: italic;
+            margin-top: 0.5rem;
+        }
+
+        .cost-display {
+            background: linear-gradient(135deg, #F9F8F6 0%, #FFFFFF 100%);
+            border: 1px solid var(--color-accent);
+            border-radius: 4px;
+            padding: 1.5rem;
+            margin-top: 1rem;
+        }
+
+        .cost-display .result-value {
+            color: var(--color-text);
+            font-size: 2.5rem;
+        }
+
+        .print-btn {
+            width: 100%;
+            padding: 1rem;
+            background: var(--color-text);
+            color: white;
+            border: none;
+            border-radius: 4px;
+            font-size: 0.875rem;
+            font-weight: 600;
+            text-transform: uppercase;
+            letter-spacing: 0.1em;
+            cursor: pointer;
+            transition: all 0.2s ease;
+            margin-top: 1rem;
+        }
+
+        .print-btn:hover {
+            background: var(--color-accent-dark);
+        }
+
+        .disclaimer {
+            text-align: center;
+            font-size: 0.75rem;
+            color: var(--color-text-secondary);
+            margin-top: 1.5rem;
+            font-style: italic;
+        }
+
+        @media print {
+            body {
+                background: white;
+                padding: 0;
+            }
+
+            .container {
+                padding: 0;
+                max-width: 100%;
+            }
+
+            .input-section,
+            .print-btn,
+            .disclaimer {
+                display: none;
+            }
+
+            .result-section {
+                position: static;
+                width: 100%;
+                max-width: 600px;
+                margin: 0 auto;
+            }
+
+            .result-card {
+                box-shadow: none;
+                border: 2px solid #000;
+                padding: 3rem;
+            }
+
+            .result-value {
+                color: #000 !important;
+            }
+
+            header {
+                border-bottom: 2px solid #000;
+                margin-bottom: 2rem;
+            }
+
+            h1 {
+                font-size: 2rem;
+            }
+
+            .subtitle {
+                color: #333;
+            }
+        }
+
+        @media print-color-adjust {
+            .result-card {
+                -webkit-print-color-adjust: exact;
+                print-color-adjust: exact;
+            }
+        }
+    </style>
+</head>
+<body>
+
+<div class="container">
+    <header>
+        <h1>Wallpaper Estimator</h1>
+        <p class="subtitle">Precision Calculation for Luxury Interiors</p>
+    </header>
+
+    <div class="calculator-grid">
+        <div class="input-section">
+            <div class="input-group">
+                <h3 class="group-title">Room Dimensions</h3>
+                <div class="form-row">
+                    <div class="field">
+                        <label for="wallWidth">Wall Width</label>
+                        <input type="number" id="wallWidth" step="0.01" min="0" placeholder="4.5" oninput="calculate()">
+                        <span class="unit-hint">meters (per wall)</span>
+                    </div>
+                    <div class="field">
+                        <label for="wallHeight">Wall Height</label>
+                        <input type="number" id="wallHeight" step="0.01" min="0" placeholder="2.7" oninput="calculate()">
+                        <span class="unit-hint">meters</span>
+                    </div>
+                </div>
+                <div class="form-row">
+                    <div class="field">
+                        <label for="numWalls">Number of Walls</label>
+                        <input type="number" id="numWalls" step="1" min="1" placeholder="4" oninput="calculate()">
+                        <span class="unit-hint">quantity</span>
+                    </div>
+                </div>
+            </div>
+
+            <div class="input-group">
+                <h3 class="group-title">Roll Specifications</h3>
+                <div class="form-row">
+                    <div class="field">
+                        <label for="rollWidth">Roll Width</label>
+                        <input type="number" id="rollWidth" step="0.01" min="0" placeholder="0.53" oninput="calculate()">
+                        <span class="unit-hint">meters (standard: 0.53m)</span>
+                    </div>
+                    <div class="field">
+                        <label for="rollLength">Roll Length</label>
+                        <input type="number" id="rollLength" step="0.01" min="0" placeholder="10.0" oninput="calculate()">
+                        <span class="unit-hint">meters (standard: 10m)</span>
+                    </div>
+                </div>
+                <div class="form-row">
+                    <div class="field">
+                        <label for="patternRepeat">Pattern Repeat</label>
+                        <input type="number" id="patternRepeat" step="0.01" min="0" placeholder="0.0" oninput="calculate()">
+                        <span class="unit-hint">meters (0 if none)</span>
+                    </div>
+                    <div class="field">
+                        <label for="costPerRoll">Price per Roll</label>
+                        <input type="number" id="costPerRoll" step="0.01" min="0" placeholder="45.00" oninput="calculate()">
+                        <span class="unit-hint">currency</span>
+                    </div>
+                </div>
+            </div>
+        </div>
+
+        <div class="result-section">
+            <div class="result-card" id="resultCard">
+                <div class="result-header">
+                    <h2>Estimate</h2>
+                </div>
+
+                <div class="result-item">
+                    <span class="result-label">Total Wall Area</span>
+                    <span class="result-value" id="wallArea">0</span>
+                    <span class="result-unit">m²</span>
+                </div>
+
+                <div class="result-item">
+                    <span class="result-label">Rolls Required</span>
+                    <span class="result-value" id="rollsNeeded">0</span>
+                    <span class="result-unit">rolls</span>
+                    <span class="result-note">Including 10% waste allowance</span>
+                </div>
+
+                <div class="result-item">
+                    <span class="result-label">Total Coverage</span>
+                    <span class="result-value" id="totalCoverage">0</span>
+                    <span class="result-unit">m²</span>
+                </div>
+
+                <div class="cost-display">
+                    <div class="result-item" style="margin-bottom: 0;">
+                        <span class="result-label">Estimated Cost</span>
+                        <span class="result-value" id="totalCost">$0</span>
+                    </div>
+                </div>
+
+                <button class="print-btn" onclick="window.print()">Print Estimate</button>
+                
+                <p class="disclaimer">Calculation includes standard pattern matching waste. Actual requirements may vary based on wall condition and application technique.</p>
+            </div>
+        </div>
+    </div>
+</div>
+
+<script>
+    function calculate() {
+        // Get input values
+        const wallWidth = parseFloat(document.getElementById('wallWidth').value) || 0;
+        const wallHeight = parseFloat(document.getElementById('wallHeight').value) || 0;
+        const numWalls = parseInt(document.getElementById('numWalls').value) || 0;
+        const rollWidth = parseFloat(document.getElementById('rollWidth').value) || 0;
+        const rollLength = parseFloat(document.getElementById('rollLength').value) || 0;
+        const patternRepeat = parseFloat(document.getElementById('patternRepeat').value) || 0;
+        const costPerRoll = parseFloat(document.getElementById('costPerRoll').value) || 0;
+
+        // Validation check for positive values
+        if (wallWidth <= 0 || wallHeight <= 0 || numWalls <= 0 || rollWidth <= 0 || rollLength <= 0) {
+            document.getElementById('wallArea').textContent = '0';
+            document.getElementById('rollsNeeded').textContent = '0';
+            document.getElementById('totalCoverage').textContent = '0';
+            document.getElementById('totalCost').textContent = formatCurrency(0);
+            return;
+        }
+
+        // Calculate total wall area
+        const totalWallWidth = wallWidth * numWalls;
+        const wallArea = totalWallWidth * wallHeight;
+
+        // Calculate strip length accounting for pattern repeat
+        // If pattern repeat exists, we need to ensure the pattern aligns
+        let stripLength;
+        if (patternRepeat > 0) {
+            // Calculate how many repeats fit into wall height, round up
+            const repeatsNeeded = Math.ceil(wallHeight / patternRepeat);
+            stripLength = repeatsNeeded * patternRepeat;
+        } else {
+            stripLength = wallHeight;
+        }
+
+        // Calculate number of strips needed
+        const stripsNeeded = Math.ceil(totalWallWidth / rollWidth);
+
+        // Calculate strips per roll
+        const stripsPerRoll = Math.floor(rollLength / stripLength);
+
+        let rollsNeeded = 0;
+        
+        if (stripsPerRoll > 0) {
+            // Calculate base rolls needed
+            const baseRolls = Math.ceil(stripsNeeded / stripsPerRoll);
+            // Add 10% waste
+            rollsNeeded = Math.ceil(baseRolls * 1.1);
+        } else {
+            // Wall height exceeds roll length (with pattern repeat considered)
+            rollsNeeded = Infinity; // Indicate error state
+        }
+
+        // Calculate total coverage (area covered by purchased rolls)
+        const totalCoverage = rollsNeeded * rollWidth * rollLength;
+
+        // Calculate total cost
+        const totalCost = rollsNeeded * costPerRoll;
+
+        // Update display
+        document.getElementById('wallArea').textContent = formatNumber(wallArea);
+        document.getElementById('totalCoverage').textContent = formatNumber(totalCoverage);
+        
+        if (rollsNeeded === Infinity) {
+            document.getElementById('rollsNeeded').textContent = '—';
+            document.getElementById('totalCost').textContent = 'Invalid';
+        } else {
+            document.getElementById('rollsNeeded').textContent = rollsNeeded;
+            document.getElementById('totalCost').textContent = formatCurrency(totalCost);
+        }
+    }
+
+    function formatNumber(num) {
+        return num.toLocaleString('en-US', { minimumFractionDigits: 2, maximumFractionDigits: 2 });
+    }
+
+    function formatCurrency(num) {
+        return new Intl.NumberFormat('en-US', {
+            style: 'currency',
+            currency: 'USD',
+            minimumFractionDigits: 2,
+            maximumFractionDigits: 2
+        }).format(num);
+    }
+
+    // Initialize calculation on load
+    calculate();
+</script>
+
+</body>
+</html>
\ No newline at end of file
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+++ b/data/artifacts/af8e73a5e23e/qwen25-7b.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Wallpaper Quantity Calculator</title>
+    <style>
+        body {
+            font-family: Arial, sans-serif;
+            max-width: 400px;
+            margin: auto;
+            padding: 20px;
+        }
+        .form-group {
+            margin-bottom: 15px;
+        }
+        label {
+            display: block;
+            margin-bottom: 5px;
+        }
+        input, select {
+            width: 100%;
+            padding: 8px;
+            box-sizing: border-box;
+        }
+        button {
+            width: 100%;
+            padding: 10px;
+            background-color: #28a745;
+            color: white;
+            border: none;
+            cursor: pointer;
+        }
+        .result-card {
+            margin-top: 30px;
+            padding: 20px;
+            background-color: #f8f9fa;
+            box-shadow: 0 2px 10px rgba(0,0,0,0.1);
+            display: none;
+        }
+    </style>
+</head>
+<body>
+    <h1>Wallpaper Quantity Calculator</h1>
+    <form id="calcForm" oninput="compute()">
+        <div class="form-group">
+            <label for="wallWidth">Wall Width (m)</label>
+            <input type="number" id="wallWidth" step="0.01" value="5">
+        </div>
+        <div class="form-group">
+            <label for="wallHeight">Wall Height (m)</label>
+            <input type="number" id="wallHeight" step="0.01" value="3">
+        </div>
+        <div class="form-group">
+            <label for="numWalls">Number of Walls</label>
+            <input type="number" id="numWalls" min="1" max="8" value="4">
+        </div>
+        <div class="form-group">
+            <label for="rollWidth">Roll Width (m)</label>
+            <input type="number" id="rollWidth" step="0.01" value="2.5">
+        </div>
+        <div class="form-group">
+            <label for="patternRepeat">Pattern Repeat (cm)</label>
+            <input type="number" id="patternRepeat" step="1" value="30">
+        </div>
+        <button type="submit">Calculate</button>
+    </form>
+    <div class="result-card" id="results">
+        <h2>Results</h2>
+        <p>Rolls Needed (with 10% waste): <span id="rollsNeeded"></span></p>
+        <p>Total Coverage: <span id="totalCoverage">m²</span></p>
+        <p>Estimated Cost: $<span id="estimatedCost"></span></p>
+    </div>
+
+    <script>
+        function compute() {
+            const wallWidth = parseFloat(document.getElementById('wallWidth').value);
+            const wallHeight = parseFloat(document.getElementById('wallHeight').value);
+            const numWalls = parseInt(document.getElementById('numWalls').value, 10);
+            const rollWidth = parseFloat(document.getElementById('rollWidth').value);
+            const patternRepeat = parseFloat(document.getElementById('patternRepeat').value) / 100;
+            const totalArea = wallWidth * wallHeight * numWalls;
+            let usableRolls = (totalArea / (rollWidth * (wallHeight - patternRepeat))).toFixed(2);
+            const rollsNeeded = Math.ceil(Number(usableRolls) * 1.1);
+            document.getElementById('rollsNeeded').textContent = rollsNeeded;
+            document.getElementById('totalCoverage').textContent = (Number(usableRolls) * rollWidth * wallHeight).toFixed(2);
+            document.getElementById('estimatedCost').textContent = (rollsNeeded * 50).toFixed(2); // Assuming $50 per roll
+        }
+    </script>
+</body>
+</html>
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8" />
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>Wallpaper Quantity Calculator</title>
+  <style>
+    body {
+      font-family: 'Helvetica Neue', Helvetica, Arial, sans-serif;
+      background: #f5f7fa;
+      margin: 0;
+      padding: 0;
+      display: flex;
+      flex-direction: column;
+      align-items: center;
+      min-height: 100vh;
+    }
+
+    .container {
+      width: 90%;
+      max-width: 600px;
+      margin: 40px auto;
+      background: #fff;
+      box-shadow: 0 4px 20px rgba(0, 0, 0, 0.1);
+      border-radius: 12px;
+      overflow: hidden;
+    }
+
+    header {
+      background: #333;
+      color: #fff;
+      padding: 20px;
+      text-align: center;
+      font-size: 1.5rem;
+    }
+
+    .form-group {
+      display: flex;
+      flex-direction: column;
+      margin: 20px;
+    }
+
+    label {
+      margin-bottom: 5px;
+      font-weight: bold;
+    }
+
+    input {
+      padding: 10px;
+      font-size: 1rem;
+      border: 1px solid #ccc;
+      border-radius: 6px;
+    }
+
+    button {
+      margin: 20px 0;
+      padding: 12px;
+      font-size: 1rem;
+      background-color: #333;
+      color: #fff;
+      border: none;
+      border-radius: 6px;
+      cursor: pointer;
+      width: 100%;
+    }
+
+    button:hover {
+      background-color: #555;
+    }
+
+    .result {
+      background: #eef2f8;
+      padding: 20px;
+      margin: 20px;
+      border-radius: 8px;
+      box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05);
+    }
+
+    .result p {
+      margin: 10px 0;
+      font-size: 1rem;
+    }
+
+    @media print {
+      body {
+        background: #fff;
+      }
+
+      .container {
+        box-shadow: none;
+      }
+
+      header {
+        background: transparent;
+        color: #000;
+      }
+
+      .result {
+        background: transparent;
+        box-shadow: none;
+      }
+
+      .form-group {
+        display: block;
+      }
+
+      input {
+        width: 100%;
+      }
+    }
+  </style>
+</head>
+<body>
+  <div class="container">
+    <header>Wallpaper Quantity Calculator</header>
+    <div class="form-group">
+      <label for="wallWidth">Wall Width (m):</label>
+      <input type="number" id="wallWidth" step="0.01" value="3.5" />
+    </div>
+    <div class="form-group">
+      <label for="wallHeight">Wall Height (m):</label>
+      <input type="number" id="wallHeight" step="0.01" value="2.6" />
+    </div>
+    <div class="form-group">
+      <label for="numWalls">Number of Walls:</label>
+      <input type="number" id="numWalls" value="4" min="1" />
+    </div>
+    <div class="form-group">
+      <label for="rollWidth">Roll Width (m):</label>
+      <input type="number" id="rollWidth" step="0.01" value="0.53" />
+    </div>
+    <div class="form-group">
+      <label for="rollLength">Roll Length (m):</label>
+      <input type="number" id="rollLength" step="0.01" value="10" />
+    </div>
+    <div class="form-group">
+      <label for="patternRepeat">Pattern Repeat (cm):</label>
+      <input type="number" id="patternRepeat" step="0.1" value="50" />
+    </div>
+    <div class="form-group">
+      <label for="costPerRoll">Cost per Roll ($):</label>
+      <input type="number" id="costPerRoll" step="0.01" value="25" />
+    </div>
+    <button onclick="calculate()">Calculate</button>
+    <div class="result" id="result" style="display:none;">
+      <p><strong>Rolls Needed:</strong> <span id="rollsNeeded"></span></p>
+      <p><strong>Total Coverage (m²):</strong> <span id="totalCoverage"></span></p>
+      <p><strong>Estimated Cost ($):</strong> <span id="estimatedCost"></span></p>
+    </div>
+  </div>
+
+  <script>
+    function calculate() {
+      const wallWidth = parseFloat(document.getElementById("wallWidth").value);
+      const wallHeight = parseFloat(document.getElementById("wallHeight").value);
+      const numWalls = parseInt(document.getElementById("numWalls").value);
+      const rollWidth = parseFloat(document.getElementById("rollWidth").value);
+      const rollLength = parseFloat(document.getElementById("rollLength").value);
+      const patternRepeat = parseFloat(document.getElementById("patternRepeat").value);
+      const costPerRoll = parseFloat(document.getElementById("costPerRoll").value);
+
+      const wallArea = wallWidth * wallHeight * numWalls;
+      const coveragePerRoll = rollWidth * rollLength;
+
+      let rollsRequired = wallArea / coveragePerRoll;
+
+      // Adjust for pattern repeat
+      const patternRepeatM = patternRepeat / 100;
+      const repeatFactor = Math.ceil(wallHeight / patternRepeatM);
+      rollsRequired *= repeatFactor;
+
+      // Add 10% waste
+      rollsRequired *= 1.1;
+
+      // Round up to whole rolls
+      rollsRequired = Math.ceil(rollsRequired);
+
+      const totalCoverage = coveragePerRoll * rollsRequired;
+      const estimatedCost = rollsRequired * costPerRoll;
+
+      document.getElementById("rollsNeeded").textContent = rollsRequired.toFixed(0);
+      document.getElementById("totalCoverage").textContent = totalCoverage.toFixed(2);
+      document.getElementById("estimatedCost").textContent = estimatedCost.toFixed(2);
+      document.getElementById("result").style.display = "block";
+    }
+
+    // Live recalculation
+    document.querySelectorAll("input").forEach(input => {
+      input.addEventListener("input", calculate);
+    });
+  </script>
+</body>
+</html>
\ No newline at end of file
diff --git a/data/artifacts/af8e73a5e23e/qwen3-14b.png b/data/artifacts/af8e73a5e23e/qwen3-14b.png
new file mode 100644
index 0000000..bcd8fa5
Binary files /dev/null and b/data/artifacts/af8e73a5e23e/qwen3-14b.png differ
diff --git a/data/challenges.json b/data/challenges.json
index 2554949..8c1b6db 100644
--- a/data/challenges.json
+++ b/data/challenges.json
@@ -3453,7 +3453,7 @@
         "thumb": true
       }
     ],
-    "judging": false,
+    "judging": true,
     "judged_at": null
   },
   {
@@ -12785,7 +12785,9 @@
         "aiSpread": 0.5
       }
     ],
-    "judging": true
+    "judging": false,
+    "aiPick": "qwen3-14b",
+    "judged_at": "2026-07-25T07:16:20.717Z"
   },
   {
     "id": "097db196034e",
@@ -12958,10 +12960,19 @@
         "finished_at": "2026-07-25T07:05:39.331Z",
         "queued_at": "2026-07-25T07:03:47.865Z",
         "bytes": 10041,
-        "thumb": true
+        "thumb": true,
+        "aiScore": 9,
+        "aiReason": "The HTML file successfully creates an animated force-directed constellation of AI agents with glowing edges and neighbors highlighted on hover. The aesthetic is dark with cyan glow, and the animation ",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9
+        },
+        "aiSpread": 0
       }
     ],
-    "judging": true
+    "judging": false,
+    "aiPick": "claude-code",
+    "judged_at": "2026-07-25T07:23:22.880Z"
   },
   {
     "id": "b345c346fbf9",
@@ -13134,11 +13145,19 @@
         "finished_at": "2026-07-25T07:06:54.760Z",
         "queued_at": "2026-07-25T07:03:47.944Z",
         "bytes": 16077,
-        "thumb": true
+        "thumb": true,
+        "aiScore": 9,
+        "aiReason": "The HTML file successfully fulfills the challenge requirements and has a polished visual quality.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9
+        },
+        "aiSpread": 0
       }
     ],
-    "judging": true,
-    "judged_at": null
+    "judging": false,
+    "judged_at": "2026-07-25T07:23:22.885Z",
+    "aiPick": "hf-qwen-coder-32b"
   },
   {
     "id": "af8e73a5e23e",
@@ -13148,6 +13167,561 @@
     "designTools": false,
     "created_at": "2026-07-25T07:16:11.856Z",
     "winner": null,
+    "runs": [
+      {
+        "model": "qwen3-14b",
+        "status": "done",
+        "error": null,
+        "seconds": 35,
+        "cost": 0,
+        "started_at": "2026-07-25T07:16:20.719Z",
+        "finished_at": "2026-07-25T07:16:55.991Z",
+        "queued_at": "2026-07-25T07:16:11.864Z",
+        "bytes": 5331,
+        "thumb": true,
+        "aiScore": 9,
+        "aiReason": "The HTML file is clean and fulfills the challenge requirements effectively.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9
+        },
+        "aiSpread": 0
+      },
+      {
+        "model": "gemma3-12b",
+        "status": "done",
+        "error": null,
+        "seconds": 31,
+        "cost": 0,
+        "started_at": "2026-07-25T07:16:55.998Z",
+        "finished_at": "2026-07-25T07:17:27.410Z",
+        "queued_at": "2026-07-25T07:16:11.869Z",
+        "bytes": 4419,
+        "thumb": true,
+        "aiScore": 9,
+        "aiReason": "The calculator is well-structured and visually appealing, fulfilling the challenge requirements effectively.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9
+        },
+        "aiSpread": 0
+      },
+      {
+        "model": "hermes3-8b",
+        "status": "done",
+        "error": null,
+        "seconds": 17,
+        "cost": 0,
+        "started_at": "2026-07-25T07:17:27.414Z",
+        "finished_at": "2026-07-25T07:17:44.056Z",
+        "queued_at": "2026-07-25T07:16:11.875Z",
+        "bytes": 4272,
+        "thumb": true,
+        "aiScore": 7.3,
+        "aiReason": "The form is functional but lacks the live recompute and print-friendly features mentioned in the challenge.",
+        "aiScores": {
+          "qwen2.5vl:7b": 7,
+          "minicpm-v:latest": 7.5
+        },
+        "aiSpread": 0.5
+      },
+      {
+        "model": "qwen25-7b",
+        "status": "done",
+        "error": null,
+        "seconds": 32,
+        "cost": 0,
+        "started_at": "2026-07-25T07:16:11.898Z",
+        "finished_at": "2026-07-25T07:16:44.100Z",
+        "queued_at": "2026-07-25T07:16:11.879Z",
+        "bytes": 3492,
+        "thumb": true,
+        "aiScore": 8,
+        "aiReason": "The HTML is clean and fulfills the challenge requirements effectively.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 7
+        },
+        "aiSpread": 2
+      },
+      {
+        "model": "hf-qwen-coder-32b",
+        "status": "done",
+        "error": null,
+        "seconds": 59,
+        "cost": 0,
+        "started_at": "2026-07-25T07:17:44.061Z",
+        "finished_at": "2026-07-25T07:18:43.563Z",
+        "queued_at": "2026-07-25T07:16:11.883Z",
+        "bytes": 4937,
+        "thumb": true,
+        "aiScore": 9,
+        "aiReason": "The HTML is clean and fulfills all requirements with a polished UI.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9
+        },
+        "aiSpread": 0
+      },
+      {
+        "model": "claude-code",
+        "status": "done",
+        "error": null,
+        "seconds": 78,
+        "cost": 0,
+        "started_at": "2026-07-25T07:16:11.900Z",
+        "finished_at": "2026-07-25T07:17:30.317Z",
+        "queued_at": "2026-07-25T07:16:11.887Z",
+        "bytes": 17089,
+        "thumb": true,
+        "aiScore": 9.3,
+        "aiReason": "The HTML file effectively fulfills the challenge requirements and has a clean, polished visual quality.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9.5
+        },
+        "aiSpread": 0.5
+      },
+      {
+        "model": "kimi",
+        "status": "done",
+        "error": null,
+        "seconds": 115,
+        "cost": 0.0174,
+        "started_at": "2026-07-25T07:16:11.902Z",
+        "finished_at": "2026-07-25T07:18:06.762Z",
+        "queued_at": "2026-07-25T07:16:11.891Z",
+        "bytes": 16684,
+        "thumb": true,
+        "aiScore": 7.3,
+        "aiReason": "The form is functional but lacks some elements like roll dimensions and pattern repeat. The visual quality is clean but not fully polished.",
+        "aiScores": {
+          "qwen2.5vl:7b": 7,
+          "minicpm-v:latest": 7.5
+        },
+        "aiSpread": 0.5
+      },
+      {
+        "model": "gpt",
+        "status": "done",
+        "error": null,
+        "seconds": 68,
+        "cost": 0.1231,
+        "started_at": "2026-07-25T07:16:11.905Z",
+        "finished_at": "2026-07-25T07:17:19.741Z",
+        "queued_at": "2026-07-25T07:16:11.894Z",
+        "bytes": 31432,
+        "thumb": true,
+        "aiScore": 9.3,
+        "aiReason": "The HTML file effectively fulfills the challenge requirements with clean form UI and live recompute functionality.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9.5
+        },
+        "aiSpread": 0.5
+      },
+      {
+        "model": "grok",
+        "status": "done",
+        "error": null,
+        "seconds": 58,
+        "cost": 0.075,
+        "started_at": "2026-07-25T07:16:11.908Z",
+        "finished_at": "2026-07-25T07:17:09.656Z",
+        "queued_at": "2026-07-25T07:16:11.896Z",
+        "bytes": 15577,
+        "thumb": true,
+        "aiScore": 9,
+        "aiReason": "The HTML file effectively fulfills the challenge requirements and has a clean, polished visual quality.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9
+        },
+        "aiSpread": 0
+      }
+    ],
+    "judging": false,
+    "aiPick": "claude-code",
+    "judged_at": "2026-07-25T07:25:19.266Z"
+  },
+  {
+    "id": "43bda69f7b6d",
+    "title": "Agent Abrams — Task Pipeline Kanban",
+    "prompt": "Build a single self-contained HTML file: a self-animating agent task-pipeline kanban board (Queued -> Running -> Done -> Shipped). ~10 task cards auto-advance columns over time with a smooth slide; each card shows an agent avatar dot, title, and elapsed timer. Dark neon UI, counts per column. Pure CSS/JS. Output ONLY the HTML.",
+    "category": "Games",
+    "designTools": false,
+    "created_at": "2026-07-25T07:16:11.949Z",
+    "winner": null,
+    "runs": [
+      {
+        "model": "qwen3-14b",
+        "status": "done",
+        "error": null,
+        "seconds": 37,
+        "cost": 0,
+        "started_at": "2026-07-25T07:18:43.571Z",
+        "finished_at": "2026-07-25T07:19:21.075Z",
+        "queued_at": "2026-07-25T07:16:11.951Z",
+        "bytes": 5239,
+        "thumb": true,
+        "aiScore": 4.5,
+        "aiReason": "The image is blank and does not show any task cards or animation.",
+        "aiScores": {
+          "qwen2.5vl:7b": 3,
+          "minicpm-v:latest": 6
+        },
+        "aiSpread": 3
+      },
+      {
+        "model": "gemma3-12b",
+        "status": "done",
+        "error": null,
+        "seconds": 47,
+        "cost": 0,
+        "started_at": "2026-07-25T07:19:21.077Z",
+        "finished_at": "2026-07-25T07:20:08.518Z",
+        "queued_at": "2026-07-25T07:16:11.953Z",
+        "bytes": 6868,
+        "thumb": true,
+        "aiScore": 6.5,
+        "aiReason": "The board is functional but lacks visual appeal and detail.",
+        "aiScores": {
+          "qwen2.5vl:7b": 7,
+          "minicpm-v:latest": 6
+        },
+        "aiSpread": 1
+      },
+      {
+        "model": "hermes3-8b",
+        "status": "done",
+        "error": null,
+        "seconds": 14,
+        "cost": 0,
+        "started_at": "2026-07-25T07:20:08.520Z",
+        "finished_at": "2026-07-25T07:20:22.869Z",
+        "queued_at": "2026-07-25T07:16:11.955Z",
+        "bytes": 3852,
+        "thumb": true,
+        "aiScore": 8,
+        "aiReason": "The HTML file successfully fulfills the challenge requirements and has a clean, dark neon UI with smooth animations.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 7
+        },
+        "aiSpread": 2
+      },
+      {
+        "model": "qwen25-7b",
+        "status": "done",
+        "error": null,
+        "seconds": 31,
+        "cost": 0,
+        "started_at": "2026-07-25T07:16:44.106Z",
+        "finished_at": "2026-07-25T07:17:15.464Z",
+        "queued_at": "2026-07-25T07:16:11.957Z",
+        "bytes": 5020,
+        "thumb": true,
+        "aiScore": 8,
+        "aiReason": "The HTML file successfully implements the task-pipeline kanban board with smooth animations and a dark neon UI.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 7
+        },
+        "aiSpread": 2
+      },
+      {
+        "model": "hf-qwen-coder-32b",
+        "status": "done",
+        "error": null,
+        "seconds": 57,
+        "cost": 0,
+        "started_at": "2026-07-25T07:20:22.876Z",
+        "finished_at": "2026-07-25T07:21:19.938Z",
+        "queued_at": "2026-07-25T07:16:11.959Z",
+        "bytes": 5296,
+        "thumb": true,
+        "aiScore": 7,
+        "aiReason": "The HTML file contains the required elements but lacks some visual polish and interactivity.",
+        "aiScores": {
+          "qwen2.5vl:7b": 7,
+          "minicpm-v:latest": 7
+        },
+        "aiSpread": 0
+      },
+      {
+        "model": "claude-code",
+        "status": "done",
+        "error": null,
+        "seconds": 78,
+        "cost": 0,
+        "started_at": "2026-07-25T07:17:30.319Z",
+        "finished_at": "2026-07-25T07:18:48.097Z",
+        "queued_at": "2026-07-25T07:16:11.963Z",
+        "bytes": 15192,
+        "thumb": true,
+        "aiScore": 8.3,
+        "aiReason": "The HTML file effectively fulfills the challenge by animating task cards across columns and displaying agent avatars, titles, and elapsed timers. The visual quality is high with a dark neon UI that ma",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 7.5
+        },
+        "aiSpread": 1.5
+      },
+      {
+        "model": "kimi",
+        "status": "done",
+        "error": null,
+        "seconds": 138,
+        "cost": 0.0178,
+        "started_at": "2026-07-25T07:18:06.768Z",
+        "finished_at": "2026-07-25T07:20:24.761Z",
+        "queued_at": "2026-07-25T07:16:11.965Z",
+        "bytes": 7144,
+        "thumb": true,
+        "aiScore": 9.3,
+        "aiReason": "The HTML file successfully fulfills the challenge criteria and has a polished visual quality.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9.5
+        },
+        "aiSpread": 0.5
+      },
+      {
+        "model": "gpt",
+        "status": "done",
+        "error": null,
+        "seconds": 48,
+        "cost": 0.0873,
+        "started_at": "2026-07-25T07:17:19.746Z",
+        "finished_at": "2026-07-25T07:18:07.625Z",
+        "queued_at": "2026-07-25T07:16:11.968Z",
+        "bytes": 20473,
+        "thumb": true,
+        "aiScore": 8.3,
+        "aiReason": "The HTML file effectively fulfills the challenge by creating an animated agent task-pipeline kanban board with smooth transitions and a dark neon UI.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 7.5
+        },
+        "aiSpread": 1.5
+      },
+      {
+        "model": "grok",
+        "status": "done",
+        "error": null,
+        "seconds": 62,
+        "cost": 0.0771,
+        "started_at": "2026-07-25T07:17:09.661Z",
+        "finished_at": "2026-07-25T07:18:11.954Z",
+        "queued_at": "2026-07-25T07:16:11.970Z",
+        "bytes": 15322,
+        "thumb": true,
+        "aiScore": 9.3,
+        "aiReason": "The HTML file effectively fulfills the challenge by animating a task-pipeline kanban board and includes all required elements smoothly.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9.5
+        },
+        "aiSpread": 0.5
+      }
+    ],
+    "judging": false,
+    "aiPick": "kimi",
+    "judged_at": "2026-07-25T07:25:19.272Z"
+  },
+  {
+    "id": "3e0621c46e86",
+    "title": "Designer Wallcoverings — Damask Kaleidoscope",
+    "prompt": "Build a single self-contained HTML file: a mesmerizing damask kaleidoscope generator. A symmetric canvas renders an ever-morphing luxury damask motif in gold/charcoal/blush; mouse movement warps the symmetry, click cycles palettes. Elegant, hypnotic, 60fps. Output ONLY the HTML.",
+    "category": "Custom",
+    "designTools": false,
+    "created_at": "2026-07-25T07:16:12.024Z",
+    "winner": null,
+    "runs": [
+      {
+        "model": "qwen3-14b",
+        "status": "done",
+        "error": null,
+        "seconds": 36,
+        "cost": 0,
+        "started_at": "2026-07-25T07:21:19.940Z",
+        "finished_at": "2026-07-25T07:21:56.023Z",
+        "queued_at": "2026-07-25T07:16:12.026Z",
+        "bytes": 2992,
+        "thumb": true,
+        "aiScore": 3.3,
+        "aiReason": "The image is completely black and does not display any content or visual elements.",
+        "aiScores": {
+          "qwen2.5vl:7b": 0,
+          "minicpm-v:latest": 6.5
+        },
+        "aiSpread": 6.5
+      },
+      {
+        "model": "gemma3-12b",
+        "status": "done",
+        "error": null,
+        "seconds": 30,
+        "cost": 0,
+        "started_at": "2026-07-25T07:21:56.027Z",
+        "finished_at": "2026-07-25T07:22:25.823Z",
+        "queued_at": "2026-07-25T07:16:12.028Z",
+        "bytes": 3732,
+        "thumb": true,
+        "aiScore": 8,
+        "aiReason": "The HTML file successfully creates an elegant and hypnotic damask kaleidoscope that meets the challenge criteria.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 7
+        },
+        "aiSpread": 2
+      },
+      {
+        "model": "hermes3-8b",
+        "status": "done",
+        "error": null,
+        "seconds": 22,
+        "cost": 0,
+        "started_at": "2026-07-25T07:22:25.827Z",
+        "finished_at": "2026-07-25T07:22:48.056Z",
+        "queued_at": "2026-07-25T07:16:12.030Z",
+        "bytes": 3971,
+        "thumb": true,
+        "aiScore": 7.3,
+        "aiReason": "The HTML file successfully generates an ever-morphing damask motif, but the visual quality is limited by a single color palette and lack of detailed textures.",
+        "aiScores": {
+          "qwen2.5vl:7b": 7,
+          "minicpm-v:latest": 7.5
+        },
+        "aiSpread": 0.5
+      },
+      {
+        "model": "qwen25-7b",
+        "status": "done",
+        "error": null,
+        "seconds": 17,
+        "cost": 0,
+        "started_at": "2026-07-25T07:17:15.468Z",
+        "finished_at": "2026-07-25T07:17:32.861Z",
+        "queued_at": "2026-07-25T07:16:12.032Z",
+        "bytes": 2955,
+        "thumb": true,
+        "aiScore": 3.5,
+        "aiReason": "The image is blank and does not fulfill the challenge of creating a damask kaleidoscope generator.",
+        "aiScores": {
+          "qwen2.5vl:7b": 0,
+          "minicpm-v:latest": 7
+        },
+        "aiSpread": 7
+      },
+      {
+        "model": "hf-qwen-coder-32b",
+        "status": "done",
+        "error": null,
+        "seconds": 35,
+        "cost": 0,
+        "started_at": "2026-07-25T07:22:48.062Z",
+        "finished_at": "2026-07-25T07:23:22.874Z",
+        "queued_at": "2026-07-25T07:16:12.034Z",
+        "bytes": 2424,
+        "thumb": true,
+        "aiScore": 6.3,
+        "aiReason": "The image shows a partial view of the kaleidoscope effect but lacks the full canvas and mouse interaction described in the challenge.",
+        "aiScores": {
+          "qwen2.5vl:7b": 6,
+          "minicpm-v:latest": 6.5
+        },
+        "aiSpread": 0.5
+      },
+      {
+        "model": "claude-code",
+        "status": "done",
+        "error": null,
+        "seconds": 78,
+        "cost": 0,
+        "started_at": "2026-07-25T07:18:48.099Z",
+        "finished_at": "2026-07-25T07:20:05.651Z",
+        "queued_at": "2026-07-25T07:16:12.036Z",
+        "bytes": 12024,
+        "thumb": true,
+        "aiScore": 9,
+        "aiReason": "The HTML file successfully generates an elegant and hypnotic damask kaleidoscope with smooth transitions and a clear user interface.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9
+        },
+        "aiSpread": 0
+      },
+      {
+        "model": "kimi",
+        "status": "done",
+        "error": null,
+        "seconds": 113,
+        "cost": 0.014,
+        "started_at": "2026-07-25T07:20:24.765Z",
+        "finished_at": "2026-07-25T07:22:17.984Z",
+        "queued_at": "2026-07-25T07:16:12.038Z",
+        "bytes": 7199,
+        "thumb": true,
+        "aiScore": 9.3,
+        "aiReason": "The image displays a visually appealing damask kaleidoscope that meets the challenge criteria of being self-contained and mesmerizing.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9.5
+        },
+        "aiSpread": 0.5
+      },
+      {
+        "model": "gpt",
+        "status": "done",
+        "error": null,
+        "seconds": 30,
+        "cost": 0.052,
+        "started_at": "2026-07-25T07:18:07.630Z",
+        "finished_at": "2026-07-25T07:18:37.325Z",
+        "queued_at": "2026-07-25T07:16:12.040Z",
+        "bytes": 11168,
+        "thumb": true,
+        "aiScore": 9.3,
+        "aiReason": "The HTML file successfully generates an elegant damask kaleidoscope with smooth transitions and a clear call to action for palette changes.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9.5
+        },
+        "aiSpread": 0.5
+      },
+      {
+        "model": "grok",
+        "status": "done",
+        "error": null,
+        "seconds": 69,
+        "cost": 0.0699,
+        "started_at": "2026-07-25T07:18:11.963Z",
+        "finished_at": "2026-07-25T07:19:20.938Z",
+        "queued_at": "2026-07-25T07:16:12.042Z",
+        "bytes": 10576,
+        "thumb": true,
+        "aiScore": 9.3,
+        "aiReason": "The image is visually appealing and fulfills the challenge criteria well.",
+        "aiScores": {
+          "qwen2.5vl:7b": 9,
+          "minicpm-v:latest": 9.5
+        },
+        "aiSpread": 0.5
+      }
+    ],
+    "judging": false,
+    "aiPick": "kimi",
+    "judged_at": "2026-07-25T07:25:19.278Z"
+  },
+  {
+    "id": "f585b9cfcaea",
+    "title": "Agent Abrams — Reaction Time Trainer",
+    "prompt": "Build a single self-contained HTML file: a reflex mini-game 'Agent Reflex'. Glowing target nodes pop up at random positions; click them before they fade to score. 30-second round, combo multiplier, hits/misses, best score in localStorage, restart. Neon command-center theme. 60fps. Output ONLY the HTML.",
+    "category": "Games",
+    "designTools": false,
+    "created_at": "2026-07-25T07:27:10.155Z",
+    "winner": null,
     "runs": [
       {
         "model": "qwen3-14b",
@@ -13157,7 +13731,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.864Z"
+        "queued_at": "2026-07-25T07:27:10.161Z"
       },
       {
         "model": "gemma3-12b",
@@ -13167,7 +13741,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.869Z"
+        "queued_at": "2026-07-25T07:27:10.168Z"
       },
       {
         "model": "hermes3-8b",
@@ -13177,7 +13751,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.875Z"
+        "queued_at": "2026-07-25T07:27:10.173Z"
       },
       {
         "model": "qwen25-7b",
@@ -13185,9 +13759,9 @@
         "error": null,
         "seconds": null,
         "cost": null,
-        "started_at": "2026-07-25T07:16:11.898Z",
+        "started_at": "2026-07-25T07:27:10.246Z",
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.879Z"
+        "queued_at": "2026-07-25T07:27:10.177Z"
       },
       {
         "model": "hf-qwen-coder-32b",
@@ -13197,7 +13771,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.883Z"
+        "queued_at": "2026-07-25T07:27:10.181Z"
       },
       {
         "model": "claude-code",
@@ -13205,9 +13779,9 @@
         "error": null,
         "seconds": null,
         "cost": null,
-        "started_at": "2026-07-25T07:16:11.900Z",
+        "started_at": "2026-07-25T07:27:10.253Z",
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.887Z"
+        "queued_at": "2026-07-25T07:27:10.185Z"
       },
       {
         "model": "kimi",
@@ -13215,9 +13789,9 @@
         "error": null,
         "seconds": null,
         "cost": null,
-        "started_at": "2026-07-25T07:16:11.902Z",
+        "started_at": "2026-07-25T07:27:10.259Z",
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.891Z"
+        "queued_at": "2026-07-25T07:27:10.190Z"
       },
       {
         "model": "gpt",
@@ -13225,9 +13799,9 @@
         "error": null,
         "seconds": null,
         "cost": null,
-        "started_at": "2026-07-25T07:16:11.905Z",
+        "started_at": "2026-07-25T07:27:10.266Z",
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.894Z"
+        "queued_at": "2026-07-25T07:27:10.215Z"
       },
       {
         "model": "grok",
@@ -13235,19 +13809,19 @@
         "error": null,
         "seconds": null,
         "cost": null,
-        "started_at": "2026-07-25T07:16:11.908Z",
+        "started_at": "2026-07-25T07:27:10.271Z",
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.896Z"
+        "queued_at": "2026-07-25T07:27:10.219Z"
       }
     ]
   },
   {
-    "id": "43bda69f7b6d",
-    "title": "Agent Abrams — Task Pipeline Kanban",
-    "prompt": "Build a single self-contained HTML file: a self-animating agent task-pipeline kanban board (Queued -> Running -> Done -> Shipped). ~10 task cards auto-advance columns over time with a smooth slide; each card shows an agent avatar dot, title, and elapsed timer. Dark neon UI, counts per column. Pure CSS/JS. Output ONLY the HTML.",
-    "category": "Games",
+    "id": "ce24cf987953",
+    "title": "Designer Wallcoverings — Swatch Memory Match",
+    "prompt": "Build a single self-contained HTML file: a memory card-flip game using pairs of luxury wallcovering swatches (CSS-drawn patterns). 4x4 grid, flip two to match, moves + timer, win screen, restart. Refined muted palette, smooth 3D flip animation. Output ONLY the HTML.",
+    "category": "Real Work",
     "designTools": false,
-    "created_at": "2026-07-25T07:16:11.949Z",
+    "created_at": "2026-07-25T07:27:10.297Z",
     "winner": null,
     "runs": [
       {
@@ -13258,7 +13832,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.951Z"
+        "queued_at": "2026-07-25T07:27:10.300Z"
       },
       {
         "model": "gemma3-12b",
@@ -13268,7 +13842,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.953Z"
+        "queued_at": "2026-07-25T07:27:10.302Z"
       },
       {
         "model": "hermes3-8b",
@@ -13278,7 +13852,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.955Z"
+        "queued_at": "2026-07-25T07:27:10.304Z"
       },
       {
         "model": "qwen25-7b",
@@ -13288,7 +13862,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.957Z"
+        "queued_at": "2026-07-25T07:27:10.307Z"
       },
       {
         "model": "hf-qwen-coder-32b",
@@ -13298,7 +13872,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.959Z"
+        "queued_at": "2026-07-25T07:27:10.308Z"
       },
       {
         "model": "claude-code",
@@ -13308,7 +13882,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.963Z"
+        "queued_at": "2026-07-25T07:27:10.311Z"
       },
       {
         "model": "kimi",
@@ -13318,7 +13892,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.965Z"
+        "queued_at": "2026-07-25T07:27:10.313Z"
       },
       {
         "model": "gpt",
@@ -13328,7 +13902,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.968Z"
+        "queued_at": "2026-07-25T07:27:10.315Z"
       },
       {
         "model": "grok",
@@ -13338,17 +13912,17 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:11.970Z"
+        "queued_at": "2026-07-25T07:27:10.317Z"
       }
     ]
   },
   {
-    "id": "3e0621c46e86",
-    "title": "Designer Wallcoverings — Damask Kaleidoscope",
-    "prompt": "Build a single self-contained HTML file: a mesmerizing damask kaleidoscope generator. A symmetric canvas renders an ever-morphing luxury damask motif in gold/charcoal/blush; mouse movement warps the symmetry, click cycles palettes. Elegant, hypnotic, 60fps. Output ONLY the HTML.",
-    "category": "Custom",
+    "id": "f2e21f2299c9",
+    "title": "Agent Abrams — Cost Savings Ticker",
+    "prompt": "Build a single self-contained HTML file: a cinematic 'value delivered' dashboard for an AI agent fleet. A big animated odometer counts up total $ saved and eng-hours saved; below, a scrolling feed of recent 'wins' (title + $ impact) and a bar chart of savings by category. Dark premium UI, count-up easing. Pure CSS/JS. Output ONLY the HTML.",
+    "category": "Real Work",
     "designTools": false,
-    "created_at": "2026-07-25T07:16:12.024Z",
+    "created_at": "2026-07-25T07:27:10.394Z",
     "winner": null,
     "runs": [
       {
@@ -13359,7 +13933,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:12.026Z"
+        "queued_at": "2026-07-25T07:27:10.397Z"
       },
       {
         "model": "gemma3-12b",
@@ -13369,7 +13943,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:12.028Z"
+        "queued_at": "2026-07-25T07:27:10.399Z"
       },
       {
         "model": "hermes3-8b",
@@ -13379,7 +13953,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:12.030Z"
+        "queued_at": "2026-07-25T07:27:10.401Z"
       },
       {
         "model": "qwen25-7b",
@@ -13389,7 +13963,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:12.032Z"
+        "queued_at": "2026-07-25T07:27:10.403Z"
       },
       {
         "model": "hf-qwen-coder-32b",
@@ -13399,7 +13973,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:12.034Z"
+        "queued_at": "2026-07-25T07:27:10.406Z"
       },
       {
         "model": "claude-code",
@@ -13409,7 +13983,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:12.036Z"
+        "queued_at": "2026-07-25T07:27:10.408Z"
       },
       {
         "model": "kimi",
@@ -13419,7 +13993,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:12.038Z"
+        "queued_at": "2026-07-25T07:27:10.410Z"
       },
       {
         "model": "gpt",
@@ -13429,7 +14003,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:12.040Z"
+        "queued_at": "2026-07-25T07:27:10.412Z"
       },
       {
         "model": "grok",
@@ -13439,7 +14013,7 @@
         "cost": null,
         "started_at": null,
         "finished_at": null,
-        "queued_at": "2026-07-25T07:16:12.042Z"
+        "queued_at": "2026-07-25T07:27:10.414Z"
       }
     ]
   }
diff --git a/data/costlog.jsonl b/data/costlog.jsonl
index a04543d..44362e2 100644
--- a/data/costlog.jsonl
+++ b/data/costlog.jsonl
@@ -175,3 +175,12 @@
 {"ts":"2026-07-25T07:06:58.473Z","provider":"openai","model":"gpt-5.1","task":"model-arena","input_tokens":160,"output_tokens":7032,"cost_usd":0.098728}
 {"ts":"2026-07-25T07:07:14.796Z","provider":"moonshot","model":"kimi-k2.5","task":"model-arena","input_tokens":151,"output_tokens":6177,"cost_usd":0.015533}
 {"ts":"2026-07-25T07:10:00.309Z","provider":"moonshot","model":"kimi-k2.5","task":"model-arena","input_tokens":162,"output_tokens":8116,"cost_usd":0.020387}
+{"ts":"2026-07-25T07:17:09.654Z","provider":"xai","model":"grok-4.5","task":"model-arena","input_tokens":358,"output_tokens":4926,"cost_usd":0.074964}
+{"ts":"2026-07-25T07:17:19.739Z","provider":"openai","model":"gpt-5.1","task":"model-arena","input_tokens":151,"output_tokens":8774,"cost_usd":0.1231}
+{"ts":"2026-07-25T07:18:06.758Z","provider":"moonshot","model":"kimi-k2.5","task":"model-arena","input_tokens":152,"output_tokens":6919,"cost_usd":0.017389}
+{"ts":"2026-07-25T07:18:07.621Z","provider":"openai","model":"gpt-5.1","task":"model-arena","input_tokens":158,"output_tokens":6214,"cost_usd":0.087273}
+{"ts":"2026-07-25T07:18:11.950Z","provider":"xai","model":"grok-4.5","task":"model-arena","input_tokens":363,"output_tokens":5066,"cost_usd":0.077079}
+{"ts":"2026-07-25T07:18:37.320Z","provider":"openai","model":"gpt-5.1","task":"model-arena","input_tokens":144,"output_tokens":3695,"cost_usd":0.051982}
+{"ts":"2026-07-25T07:19:20.933Z","provider":"xai","model":"grok-4.5","task":"model-arena","input_tokens":351,"output_tokens":4590,"cost_usd":0.069903}
+{"ts":"2026-07-25T07:20:24.758Z","provider":"moonshot","model":"kimi-k2.5","task":"model-arena","input_tokens":159,"output_tokens":7063,"cost_usd":0.017753}
+{"ts":"2026-07-25T07:22:17.980Z","provider":"moonshot","model":"kimi-k2.5","task":"model-arena","input_tokens":145,"output_tokens":5557,"cost_usd":0.01398}
diff --git a/idea-run/.dw-aa-pointer b/idea-run/.dw-aa-pointer
index b1bd38b..b6a7d89 100644
--- a/idea-run/.dw-aa-pointer
+++ b/idea-run/.dw-aa-pointer
@@ -1 +1 @@
-13
+16

← 6416749 night-loop: cycle 00:16 — judged=b345c346fbf9 · fired 3 →; F  ·  back to Model Arena  ·  night-cycle: MAXP 3→4 so pipeline never drains to 0 between 2787684 →