diff --git a/packaging/mother/dashboard/index.html b/packaging/mother/dashboard/index.html
index 8584fa9..d498219 100644
--- a/packaging/mother/dashboard/index.html
+++ b/packaging/mother/dashboard/index.html
@@ -3,301 +3,197 @@
 <head>
 <meta charset="UTF-8">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
-<title>Cost Dashboard · clawdie.si</title>
+<title>Clawdie · Cost Dashboard</title>
 <style>
-/* ══ reset & base ═══════════════════════════════════════════════════════ */
-*{margin:0;padding:0;box-sizing:border-box}
+/* ══ reset ══════════════════════════════════════════════════════════════ */
+*,*::before,*::after{box-sizing:border-box; margin:0; padding:0}
 :root{
-  --bg:#0d1117; --surface:#161b22; --border:#21262d; --muted:#484f58;
-  --fg:#c9d1d9; --fg2:#8b949e; --accent:#00b4d8; --green:#3fb950;
-  --red:#f85149; --yellow:#d29922; --orange:#db6d28; --cache:#238636;
-  --fresh:#30363d; --bar-h:6px; --card-w:200px;
+  --bg:#0b0e14; --surface:#131820; --surface2:#1a2230;
+  --fg:#d4dae3; --fg2:#8695a7; --fg3:#556270;
+  --accent:#00b4d8; --green:#2ecc71; --red:#e74c3c; --amber:#f39c12;
+  --radius:6px; --font:system-ui,-apple-system,sans-serif;
 }
-body{
-  background:var(--bg); color:var(--fg);
-  font-family:'DM Mono','SF Mono','Cascadia Code',monospace;
-  padding:2rem; min-height:100vh;
-}
-
-/* ══ header ═════════════════════════════════════════════════════════════ */
-.header{
-  display:flex; align-items:center; justify-content:space-between;
-  flex-wrap:wrap; gap:1rem; margin-bottom:1.5rem;
-  padding-bottom:1rem; border-bottom:1px solid var(--border);
-}
-h1{font-size:1.1rem; font-weight:400; color:var(--fg2); letter-spacing:.08em; text-transform:uppercase}
-h1 span{color:var(--accent)}
-h1 .dot{display:inline-block; width:8px; height:8px; border-radius:50%; margin-right:6px; background:var(--green)}
-.summary-bar{display:flex; gap:1.5rem; flex-wrap:wrap}
-.summary-item{text-align:center}
-.summary-item .val{font-size:1.3rem; color:var(--accent)}
-.summary-item .lbl{font-size:.65rem; color:var(--fg2); text-transform:uppercase; letter-spacing:.05em}
-
-/* ══ controls ═══════════════════════════════════════════════════════════ */
-.controls{display:flex; align-items:center; gap:.75rem; flex-wrap:wrap;margin-bottom:1.5rem}
-.controls label{font-size:.7rem; color:var(--fg2); text-transform:uppercase; letter-spacing:.05em}
-.controls select, .controls input[type="text"]{
-  background:var(--surface); color:var(--fg); border:1px solid var(--border);
-  border-radius:4px; padding:.35rem .5rem; font-family:inherit; font-size:.75rem
-}
-.controls select:hover, .controls input:hover{border-color:var(--accent)}
-.btn{
-  background:none; border:1px solid var(--border); color:var(--fg2);
-  border-radius:4px; padding:.35rem .8rem; font-family:inherit; font-size:.72rem;
-  cursor:pointer; transition:border-color .2s,color .2s
-}
-.btn:hover{border-color:var(--accent); color:var(--accent)}
-.btn.active{background:var(--accent); color:var(--bg); border-color:var(--accent)}
-.btn-json{background:var(--surface); color:var(--yellow); border-color:var(--yellow)}
-.btn-json:hover{background:var(--yellow); color:var(--bg)}
-
-/* ══ nodes ══════════════════════════════════════════════════════════════ */
-.nodes{margin-bottom:2rem}
-.node-row{
-  background:var(--surface); border:1px solid var(--border); border-radius:8px;
-  padding:1rem 1.25rem; margin-bottom:.75rem; transition:border-color .2s
-}
-.node-row:hover{border-color:var(--accent)}
-.node-head{display:flex; align-items:center; justify-content:space-between; flex-wrap:wrap; gap:.5rem}
-.node-name{font-size:.9rem; color:var(--accent); font-weight:600}
-.node-name .status-dot{font-size:.6rem; margin-right:4px}
-.node-name .status-dot.online{color:var(--green)}
-.node-name .status-dot.offline{color:var(--fg2)}
-.node-meta{display:flex; gap:1.2rem; font-size:.72rem; color:var(--fg2)}
-.node-meta strong{color:var(--fg); font-weight:400}
-.node-cards{display:flex; gap:.75rem; flex-wrap:wrap; margin-top:.75rem; padding-top:.75rem; border-top:1px solid var(--border)}
-.node-empty{font-size:.72rem; color:var(--muted); font-style:italic; padding:.5rem 0}
-
-/* ══ cost cards ═════════════════════════════════════════════════════════ */
-.card{
-  background:var(--bg); border:1px solid var(--border); border-radius:6px;
-  padding:.65rem .75rem; width:var(--card-w); cursor:default;
-  transition:border-color .2s,transform .15s; position:relative
-}
-.card:hover{transform:translateY(-1px)}
+body{background:var(--bg); color:var(--fg); font-family:var(--font); padding:1.5rem 2rem; min-height:100vh}
+h1{font-size:1.3rem; font-weight:600; margin-bottom:1.5rem; color:var(--fg)}
+h1 .dot{display:inline-block; width:8px; height:8px; border-radius:50%; margin-right:.5rem}
+h1 .dot.green{background:var(--green)}
+h1 .dot.amber{background:var(--amber)}
+/* ══ summary ════════════════════════════════════════════════════════════ */
+.summary{display:flex; gap:1rem; margin-bottom:2rem; flex-wrap:wrap}
+.summary .stat{background:var(--surface); border-radius:var(--radius); padding:.75rem 1.25rem; min-width:120px}
+.summary .stat .val{font-size:1.5rem; font-weight:700; color:var(--accent)}
+.summary .stat .lab{font-size:.75rem; color:var(--fg2); margin-top:.25rem}
+/* ══ filters ═══════════════════════════════════════════════════════════ */
+.filters{display:flex; gap:.75rem; margin-bottom:1.5rem; flex-wrap:wrap; align-items:center}
+.filters select,.filters button{background:var(--surface); color:var(--fg); border:1px solid var(--fg3); border-radius:var(--radius); padding:.4rem .75rem; font-size:.8rem; cursor:pointer}
+.filters button:hover{background:var(--surface2); border-color:var(--accent)}
+.filters button.active{background:var(--accent); color:var(--bg); border-color:var(--accent)}
+/* ══ pane section ══════════════════════════════════════════════════════ */
+.pane{margin-bottom:2rem}
+.pane h2{font-size:.95rem; font-weight:600; color:var(--fg2); margin-bottom:.75rem; text-transform:uppercase; letter-spacing:.05em}
+.pane h2 .count{color:var(--fg3); font-weight:400; margin-left:.5rem}
+/* ══ cards ═════════════════════════════════════════════════════════════ */
+.cards{display:grid; grid-template-columns:repeat(auto-fill,minmax(280px,1fr)); gap:.75rem}
+.card{background:var(--surface); border-radius:var(--radius); padding:.75rem 1rem; border:1px solid var(--surface2); transition:border-color .15s}
 .card.has-proof{border-color:var(--accent); cursor:pointer}
 .card.has-proof:hover{border-color:var(--green); box-shadow:0 0 12px rgba(0,180,216,.12)}
-.card-provider{font-size:.65rem; text-transform:uppercase; letter-spacing:.05em; color:var(--fg2); margin-bottom:4px}
-.card-cost{font-size:1.15rem; font-weight:600; color:var(--fg)}
-.card-model{font-size:.65rem; color:var(--muted); margin-bottom:6px}
-.card-success{
-  position:absolute; top:8px; right:8px; font-size:.75rem;
-  width:20px; height:20px; border-radius:50%; display:flex; align-items:center; justify-content:center
-}
-.card-success.ok{background:rgba(63,185,80,.15); color:var(--green)}
-.card-success.fail{background:rgba(248,81,73,.15); color:var(--red)}
+.card-success{font-size:.7rem; font-weight:700; text-transform:uppercase; margin-bottom:.25rem}
+.card-success.ok{color:var(--green)}
+.card-success.fail{color:var(--red)}
+.card-provider{font-size:.85rem; font-weight:600; color:var(--fg)}
+.card-cost{font-size:1.6rem; font-weight:700; color:var(--green); margin:.25rem 0}
+.card-model{font-size:.72rem; color:var(--fg2); margin-bottom:.5rem}
 .card-proof-badge{
-  position:absolute; bottom:6px; right:6px; font-size:.55rem; color:var(--accent);
-  opacity:.6; text-transform:uppercase; letter-spacing:.04em
+  display:inline-block; font-size:.65rem; font-weight:700; padding:.15rem .5rem;
+  border-radius:3px; background:rgba(0,180,216,.12); color:var(--accent);
+  margin-top:.4rem; letter-spacing:.03em
 }
-/* cache bar */
-.card-cache-bar{
-  display:flex; height:var(--bar-h); border-radius:3px; overflow:hidden; margin-top:4px
-}
-.card-cache-hit{background:var(--cache)}
-.card-cache-fresh{background:var(--fresh)}
-.card-tokens{font-size:.6rem; color:var(--muted); margin-top:3px}
-
-/* ══ raw json panel ═════════════════════════════════════════════════════ */
-.json-panel{
-  display:none; background:var(--surface); border:1px solid var(--border);
-  border-radius:8px; padding:1.25rem; margin-top:1.5rem; max-height:70vh; overflow:auto
-}
-.json-panel.open{display:block}
-.json-panel pre{
-  font-family:inherit; font-size:.72rem; color:var(--green);
-  white-space:pre-wrap; word-break:break-all; line-height:1.5
-}
-.json-summary{font-size:.72rem; color:var(--fg2); margin-bottom:.75rem}
-
+.card-cache-bar{display:flex; height:4px; border-radius:2px; overflow:hidden; margin:.4rem 0}
+.card-cache-hit{background:var(--green)}
+.card-cache-fresh{background:var(--fg3)}
+.card-tokens{font-size:.7rem; color:var(--fg2); margin-top:.25rem}
+/* ══ empty ═════════════════════════════════════════════════════════════ */
+.empty{color:var(--fg3); font-size:.85rem; padding:2rem 0; text-align:center}
 /* ══ lightbox ═══════════════════════════════════════════════════════════ */
 .lightbox{display:none; position:fixed; inset:0; background:rgba(0,0,0,.94); z-index:1000;
-           align-items:center; justify-content:center; padding:1.5rem}
+  flex-direction:column; align-items:center; justify-content:center}
 .lightbox.open{display:flex}
 .lightbox img{max-width:94vw; max-height:88vh; border-radius:4px; box-shadow:0 0 40px rgba(0,180,216,.15)}
-.lightbox pre{max-width:94vw; max-height:88vh; border-radius:4px; box-shadow:0 0 40px rgba(0,180,216,.15)}
+.lightbox pre{max-width:94vw; max-height:88vh; border-radius:4px; box-shadow:0 0 40px rgba(0,180,216,.15);
+  overflow:auto; padding:1.5rem; background:var(--surface); color:var(--fg); font-size:.82rem; line-height:1.5; white-space:pre-wrap}
 .lightbox-close{position:fixed; top:1rem; right:1.5rem; background:var(--surface); color:var(--fg2);
-    border:1px solid var(--border); border-radius:4px; padding:.4rem 1rem; font-family:inherit;
-    font-size:.78rem; cursor:pointer; z-index:1001}
+  border:1px solid var(--fg3); border-radius:var(--radius); padding:.4rem 1rem; cursor:pointer; font-size:.8rem}
 .lightbox-close:hover{color:var(--accent); border-color:var(--accent)}
 .lightbox-meta{
-  position:fixed; bottom:1.5rem; left:50%; transform:translateX(-50%);
-  background:var(--surface); color:var(--fg2); border:1px solid var(--border);
-  border-radius:6px; padding:.5rem 1rem; font-size:.68rem; z-index:1001
+  position:fixed; top:1rem; left:1.5rem; color:var(--fg2); font-size:.75rem
 }
 .lightbox-meta strong{color:var(--accent); margin-right:.5rem}
-
-/* ══ empty state ════════════════════════════════════════════════════════ */
-.empty{text-align:center; padding:4rem 2rem; color:var(--muted); font-size:.85rem}
-.empty-icon{font-size:2.5rem; margin-bottom:.75rem}
-
-/* ══ status markers ═════════════════════════════════════════════════════ */
-.status-online{color:var(--green)}
-.status-offline{color:var(--fg2)}
-.cost-trend-up{color:var(--red)}
-.cost-trend-down{color:var(--green)}
-.llm-badge{
-  display:inline-block; background:rgba(0,180,216,.1); color:var(--accent);
-  font-size:.6rem; padding:1px 6px; border-radius:3px; margin-left:6px;
-  text-transform:uppercase; letter-spacing:.03em
-}
+/* ══ json panel ════════════════════════════════════════════════════════ */
+.json-panel{display:none; margin-top:1.5rem; background:var(--surface); border-radius:var(--radius); padding:1rem; overflow:auto; max-height:70vh}
+.json-panel pre{font-size:.75rem; line-height:1.4; color:var(--fg2); white-space:pre-wrap}
+/* ══ footer ════════════════════════════════════════════════════════════ */
+.footer{display:flex; justify-content:space-between; align-items:center; margin-top:2rem; padding-top:1rem; border-top:1px solid var(--surface2); font-size:.7rem; color:var(--fg3)}
+.footer a{color:var(--accent); text-decoration:none}
+.footer a:hover{text-decoration:underline}
 </style>
 </head>
 <body>
+<h1><span class="dot green" id="status-dot"></span>Clawdie Cost Dashboard</h1>
 
-<div class="header">
-  <h1><span class="dot"></span> Colibri Cost Dashboard <span id="updated"></span></h1>
-  <div class="summary-bar" id="summary"></div>
+<div class="summary" id="summary"></div>
+
+<div class="filters">
+  <select id="filter-node"><option value="">All nodes</option></select>
+  <select id="filter-provider"><option value="">All providers</option></select>
+  <button id="filter-success" class="active">✓ success</button>
+  <button id="filter-fail" class="active">✗ failed</button>
+  <button id="btn-json">JSON</button>
+  <span style="margin-left:auto;font-size:.7rem;color:var(--fg3)" id="updated"></span>
 </div>
 
-<div class="controls">
-  <label>Node</label>
-  <select id="filter-node"><option value="">all nodes</option></select>
-
-  <label>Provider</label>
-  <select id="filter-provider">
-    <option value="">all providers</option>
-    <option value="deepseek">deepseek</option>
-    <option value="openrouter">openrouter</option>
-    <option value="anthropic">anthropic</option>
-    <option value="google">google</option>
-    <option value="ollama">ollama</option>
-    <option value="local">local</option>
-  </select>
-
-  <label>Status</label>
-  <select id="filter-success">
-    <option value="">all</option>
-    <option value="true">success</option>
-    <option value="false">failed</option>
-  </select>
-
-  <button class="btn btn-json" id="toggle-json">JSON</button>
-</div>
-
-<div class="nodes" id="nodes"></div>
-
-<div class="empty" id="empty-state" style="display:none">
-  <div class="empty-icon">⊘</div>
-  <p>No cost data yet. Tasks will appear here as agents complete work.</p>
-</div>
-
-<div class="json-panel" id="json-panel">
-  <div class="json-summary" id="json-summary"></div>
-  <pre id="json-output"></pre>
-</div>
+<div id="panes"></div>
 
 <div class="lightbox" id="lightbox">
-  <button class="lightbox-close">Esc to close</button>
+  <button class="lightbox-close" onclick="closeLb()">Esc to close</button>
   <div class="lightbox-meta" id="lightbox-meta"></div>
+  <img id="lb-img" src="" alt="screenshot proof" style="display:none">
   <pre id="lb-text"></pre>
 </div>
 
+<div class="json-panel" id="json-panel"><pre id="json-text"></pre></div>
+
+<div class="footer">
+  <span id="refresh-info">auto-refresh 60s</span>
+  <span><a href="https://clawdie.si" target="_blank">clawdie.si</a></span>
+</div>
+
 <script>
 // ══ state ═══════════════════════════════════════════════════════════════
-let DATA = null;
-let FILTERS = { node: '', provider: '', success: '' };
+let DATA = {summary:{},nodes:[],tasks:[]};
+let FILTERS = {node:'',provider:'',success:true,fail:true};
 
-// ══ data loading ════════════════════════════════════════════════════════
-async function load() {
-  try {
-    const r = await fetch('task_costs.json');
-    DATA = await r.json();
-  } catch(e) {
-    document.getElementById('nodes').innerHTML =
-      '<div class="empty"><div class="empty-icon">⟳</div><p>Waiting for cost data…</p></div>';
-    return;
-  }
+// ══ init ════════════════════════════════════════════════════════════════
+async function init() {
+  await fetchData();
   render();
+  setInterval(async () => { await fetchData(); render(); }, 60000);
+  document.getElementById('filter-node').onchange = e => { FILTERS.node=e.target.value; render(); };
+  document.getElementById('filter-provider').onchange = e => { FILTERS.provider=e.target.value; render(); };
+  document.getElementById('filter-success').onclick = function(){ this.classList.toggle('active'); FILTERS.success=this.classList.contains('active'); render(); };
+  document.getElementById('filter-fail').onclick = function(){ this.classList.toggle('active'); FILTERS.fail=this.classList.contains('active'); render(); };
+  document.getElementById('btn-json').onclick = showJSON;
+  document.getElementById('lightbox').onclick = e => { if(e.target===e.currentTarget) closeLb(); };
+  document.addEventListener('keydown', e => { if(e.key==='Escape') closeLb(); });
+  // Also refresh JSON panel if open
+  document.getElementById('btn-json').addEventListener('click', function() {
+    const panel = document.getElementById('json-panel');
+    if (panel.style.display === 'block') showJSON();
+  });
 }
 
-// ══ render ══════════════════════════════════════════════════════════════
+async function fetchData() {
+  try {
+    const resp = await fetch('task_costs.json?t=' + Date.now());
+    if (resp.ok) DATA = await resp.json();
+    document.getElementById('status-dot').className = 'dot green';
+  } catch(_) {
+    document.getElementById('status-dot').className = 'dot amber';
+  }
+}
+
+// ══ render ═════════════════════════════════════════════════════════════
 function render() {
-  if (!DATA) return;
+  renderSummary();
+  renderFilters();
+  renderPanes();
+  const ts = DATA.updated_at ? new Date(DATA.updated_at).toLocaleTimeString() : '—';
+  document.getElementById('updated').textContent = 'updated ' + ts;
+}
+
+function renderSummary() {
   const s = DATA.summary || {};
-  document.getElementById('updated').textContent =
-    DATA.updated_at ? '· ' + fmtDate(DATA.updated_at) : '';
+  document.getElementById('summary').innerHTML = `
+    <div class="stat"><div class="val">${s.total_tasks||0}</div><div class="lab">tasks</div></div>
+    <div class="stat"><div class="val">$${(s.total_cost||0).toFixed(4)}</div><div class="lab">total cost</div></div>
+    <div class="stat"><div class="val">${(s.success_rate||0).toFixed(0)}%</div><div class="lab">success</div></div>
+    <div class="stat"><div class="val">${(s.cache_hit_ratio||0).toFixed(0)}%</div><div class="lab">cache hits</div></div>
+  `;
+}
 
-  // summary bar
-  document.getElementById('summary').innerHTML = [
-    {v: s.total_tasks||0, l:'tasks'},
-    {v: '$'+(s.total_cost||0).toFixed(3), l:'total cost'},
-    {v: '$'+(s.avg_cost||0).toFixed(4), l:'avg/task'},
-    {v: (s.success_rate||0)+'%', l:'success'},
-    {v: (s.cache_hit_ratio||0)+'%', l:'cache hit'},
-    {v: fmtTokens(s.total_input_tokens||0), l:'tokens in'},
-    {v: fmtTokens(s.total_output_tokens||0), l:'tokens out'},
-  ].map(i => `<div class="summary-item"><div class="val">${i.v}</div><div class="lbl">${i.l}</div></div>`).join('');
+function renderFilters() {
+  const nodes = new Set((DATA.tasks||[]).map(t => t.node).filter(Boolean));
+  const providers = new Set((DATA.tasks||[]).map(t => t.provider).filter(Boolean));
+  const selN = document.getElementById('filter-node');
+  const selP = document.getElementById('filter-provider');
+  selN.innerHTML = '<option value="">All nodes</option>' + [...nodes].sort().map(n => `<option>${esc(n)}</option>`).join('');
+  selP.innerHTML = '<option value="">All providers</option>' + [...providers].sort().map(p => `<option>${esc(p)}</option>`).join('');
+}
 
-  // node filter dropdown
-  const nodeSel = document.getElementById('filter-node');
-  const nodes = DATA.nodes || [];
-  nodeSel.innerHTML = '<option value="">all nodes</option>' +
-    nodes.map(n => `<option value="${esc(n.hostname)}">${esc(n.hostname)}</option>`).join('');
-
-  // apply filters to tasks
-  const tasks = (DATA.tasks || []).filter(t => {
-    if (FILTERS.node && t.node !== FILTERS.node) return false;
-    if (FILTERS.provider && t.provider !== FILTERS.provider) return false;
-    if (FILTERS.success !== '' && String(t.success) !== FILTERS.success) return false;
-    return true;
+function renderPanes() {
+  // Group by node
+  const groups = {};
+  for (const t of (DATA.tasks||[])) {
+    if (FILTERS.node && t.node !== FILTERS.node) continue;
+    if (FILTERS.provider && t.provider !== FILTERS.provider) continue;
+    if (t.success && !FILTERS.success) continue;
+    if (!t.success && !FILTERS.fail) continue;
+    const key = t.node || 'unknown';
+    if (!groups[key]) groups[key] = [];
+    groups[key].push(t);
+  }
+  const sorted = Object.entries(groups).sort((a,b) => {
+    const ca = a[1].reduce((s,t)=>s+(t.cost_usd||0),0);
+    const cb = b[1].reduce((s,t)=>s+(t.cost_usd||0),0);
+    return cb - ca;
   });
-
-  // group tasks by node
-  const byNode = {};
-  for (const t of tasks) {
-    const n = t.node || 'unknown';
-    if (!byNode[n]) byNode[n] = [];
-    byNode[n].push(t);
-  }
-
-  // find node metadata
-  const nodeMeta = {};
-  for (const n of nodes) nodeMeta[n.hostname] = n;
-
-  const container = document.getElementById('nodes');
-  const empty = document.getElementById('empty-state');
-
-  if (Object.keys(byNode).length === 0) {
-    container.innerHTML = '';
-    empty.style.display = 'block';
-  } else {
-    empty.style.display = 'none';
-    container.innerHTML = Object.entries(byNode).map(([hostname, nodeTasks]) => {
-      const meta = nodeMeta[hostname] || {};
-      const totalCost = nodeTasks.reduce((s,t)=>s+(t.cost_usd||0),0);
-      const succeeded = nodeTasks.filter(t=>t.success).length;
-      const rate = nodeTasks.length > 0
-        ? Math.round(succeeded / nodeTasks.length * 100) : 0;
-
-      return `
-      <div class="node-row">
-        <div class="node-head">
-          <div>
-            <span class="node-name">
-              <span class="status-dot online">●</span>${esc(hostname)}
-            </span>
-            ${meta.llm_tier ? `<span class="llm-badge">${esc(meta.llm_tier)}</span>` : ''}
-          </div>
-          <div class="node-meta">
-            <span><strong>${nodeTasks.length}</strong> tasks</span>
-            <span><strong>$${totalCost.toFixed(3)}</strong> total</span>
-            <span><strong>$${nodeTasks.length>0?(totalCost/nodeTasks.length).toFixed(4):'0.0000'}</strong> avg</span>
-            <span><strong>${rate}%</strong> success</span>
-            ${meta.cache_hit_pct!=null ? `<span><strong>${meta.cache_hit_pct}%</strong> cache</span>` : ''}
-          </div>
-        </div>
-        <div class="node-cards">
-          ${nodeTasks.map(t => renderCard(t)).join('')}
-        </div>
-      </div>`;
-    }).join('');
-  }
-
-  // update json panel if open
-  if (document.getElementById('json-panel').classList.contains('open')) {
-    showJSON();
+  let html = '';
+  for (const [node, tasks] of sorted) {
+    const nodeInfo = (DATA.nodes||[]).find(n => n.hostname === node) || {};
+    html += `<div class="pane"><h2>${esc(node)} <span class="count">${tasks.length} tasks</span></h2><div class="cards">`;
+    for (const t of tasks) html += renderCard(t);
+    html += '</div></div>';
   }
+  document.getElementById('panes').innerHTML = html || '<div class="empty">No tasks match filters</div>';
 }
 
 // ══ cost card ═══════════════════════════════════════════════════════════
@@ -305,10 +201,9 @@ function renderCard(t) {
   const total = (t.input_tokens||0) + (t.cache_read_tokens||0);
   const cachePct = total > 0 ? Math.round((t.cache_read_tokens||0) / total * 100) : 0;
   const freshPct = 100 - cachePct;
-  // Only proof_text exists — daemon captures glasspane state at task exit.
-  // screenshot_uuid is a schema column for future visual capture, never
-  // populated by the current daemon (no screenshot.rs module on main).
-  const hasProof = !!t.proof_text;
+  const hasProofText = !!t.proof_text;
+  const hasScreenshot = !!t.screenshot_uuid;
+  const hasProof = hasProofText || hasScreenshot;
   const cls = hasProof ? 'card has-proof' : 'card';
   const onClick = hasProof
     ? `onclick="openProof(this,'${esc(t.task_id||'')}')"`
@@ -316,7 +211,7 @@ function renderCard(t) {
 
   return `
   <div class="${cls}" ${onClick} title="${hasProof?'Click for proof':''}">
-    <div class="card-success ${t.success?'ok':'fail'}">${t.success?'✓':'✗'}</div>
+    <div class="card-success ${t.success?'ok':'fail'}">${t.success?'\u2713':'\u2717'}</div>
     <div class="card-provider">${esc(t.provider||'unknown')}</div>
     <div class="card-cost">$${(t.cost_usd||0).toFixed(4)}</div>
     <div class="card-model">${esc(t.model||'')}</div>
@@ -324,10 +219,10 @@ function renderCard(t) {
       <div class="card-cache-hit" style="width:${cachePct}%"></div>
       <div class="card-cache-fresh" style="width:${freshPct}%"></div>
     </div>
-    <div class="card-tokens">${fmtTokens(t.input_tokens||0)} in · ${fmtTokens(t.output_tokens||0)} out
-      ${cachePct>0?` · ${cachePct}% cache` : ''}
+    <div class="card-tokens">${fmtTokens(t.input_tokens||0)} in \u00b7 ${fmtTokens(t.output_tokens||0)} out
+      ${cachePct>0?` \u00b7 ${cachePct}% cache` : ''}
     </div>
-    ${hasProof ? '<div class="card-proof-badge">▸ proof</div>' : ''}
+    ${hasScreenshot ? '<div class="card-proof-badge">\u25b8 screenshot</div>' : hasProofText ? '<div class="card-proof-badge">\u25b8 text</div>' : ''}
   </div>`;
 }
 
@@ -336,16 +231,24 @@ function openProof(_el, taskId) {
   const t = (DATA.tasks || []).find(t => t.task_id === taskId);
   const lb = document.getElementById('lightbox');
   const meta = document.getElementById('lightbox-meta');
+  const img = document.getElementById('lb-img');
   const pre = document.getElementById('lb-text');
-  meta.innerHTML = `<strong>${esc(taskId)}</strong> ${esc(t?.provider||'')} · $${(t?.cost_usd||0).toFixed(4)}`;
+  meta.innerHTML = `<strong>${esc(taskId)}</strong> ${esc(t?.provider||'')} \u00b7 $${(t?.cost_usd||0).toFixed(4)}`;
 
-  // Proof is always inline text (glasspane state JSON).
-  const raw = t?.proof_text || '{}';
-  let display;
-  try { display = JSON.stringify(JSON.parse(raw), null, 2); }
-  catch(_) { display = raw; }
-  pre.textContent = display;
-  pre.style.display = 'block';
+  // Hide both, then show the appropriate one.
+  img.style.display = 'none';
+  pre.style.display = 'none';
+
+  if (t?.screenshot_uuid) {
+    img.src = `../screenshots/${t.screenshot_uuid}.png`;
+    img.style.display = 'block';
+  } else if (t?.proof_text) {
+    let display;
+    try { display = JSON.stringify(JSON.parse(t.proof_text), null, 2); }
+    catch(_) { display = t.proof_text; }
+    pre.textContent = display;
+    pre.style.display = 'block';
+  }
   lb.classList.add('open');
 }
 function closeLb() { document.getElementById('lightbox').classList.remove('open'); }
@@ -356,61 +259,30 @@ function showJSON() {
   const tasks = (DATA.tasks || []).filter(t => {
     if (FILTERS.node && t.node !== FILTERS.node) return false;
     if (FILTERS.provider && t.provider !== FILTERS.provider) return false;
-    if (FILTERS.success !== '' && String(t.success) !== FILTERS.success) return false;
+    if (t.success && !FILTERS.success) return false;
+    if (!t.success && !FILTERS.fail) return false;
     return true;
-  });
-  const byNode = {};
-  for (const t of tasks) {
-    const n = t.node || 'unknown'; if (!byNode[n]) byNode[n] = [];
-    byNode[n].push({task_id:t.task_id,provider:t.provider,model:t.model,
-      cost:t.cost_usd,success:t.success,finished_at:t.finished_at,
-      tokens:{in:t.input_tokens,out:t.output_tokens,cache_read:t.cache_read_tokens},
-      proof_text:t.proof_text||null,screenshot_uuid:t.screenshot_uuid||null});
-  }
-  const output = {updated_at:DATA.updated_at, summary:DATA.summary, nodes:byNode};
-  document.getElementById('json-output').textContent = JSON.stringify(output, null, 2);
-  document.getElementById('json-summary').textContent =
-    `${tasks.length} tasks across ${Object.keys(byNode).length} nodes ` +
-    `· total cost $${(DATA.summary?.total_cost||0).toFixed(3)}`;
+  }).map(t => ({
+    task_id:t.task_id,node:t.node,provider:t.provider,model:t.model,
+    tokens:{in:t.input_tokens||0,out:t.output_tokens||0,cache_read:t.cache_read_tokens||0},
+    cost_usd:t.cost_usd,success:t.success,finished_at:t.finished_at,
+    proof_text:t.proof_text||null,screenshot_uuid:t.screenshot_uuid||null
+  }));
+  const panel = document.getElementById('json-panel');
+  const out = {
+    updated_at: DATA.updated_at,
+    summary: DATA.summary,
+    tasks: tasks
+  };
+  document.getElementById('json-text').textContent = JSON.stringify(out, null, 2);
+  panel.style.display = panel.style.display === 'block' ? 'none' : 'block';
 }
 
-// ══ events ══════════════════════════════════════════════════════════════
-document.getElementById('filter-node').addEventListener('change', e => {
-  FILTERS.node = e.target.value; render();
-});
-document.getElementById('filter-provider').addEventListener('change', e => {
-  FILTERS.provider = e.target.value; render();
-});
-document.getElementById('filter-success').addEventListener('change', e => {
-  FILTERS.success = e.target.value; render();
-});
-document.getElementById('toggle-json').addEventListener('click', () => {
-  const panel = document.getElementById('json-panel');
-  const btn = document.getElementById('toggle-json');
-  panel.classList.toggle('open');
-  btn.classList.toggle('active');
-  if (panel.classList.contains('open')) showJSON();
-});
-document.getElementById('lightbox').addEventListener('click', e => {
-  if (e.target.classList.contains('lightbox') ) closeLb();
-});
-document.querySelector('.lightbox-close').addEventListener('click', closeLb);
-document.addEventListener('keydown', e => {
-  if (e.key === 'Escape') { closeLb(); document.getElementById('json-panel').classList.remove('open'); }
-});
-
-// ══ utils ═══════════════════════════════════════════════════════════════
+// ══ helpers ═════════════════════════════════════════════════════════════
 function esc(s) { return String(s||'').replace(/&/g,'&amp;').replace(/</g,'&lt;').replace(/>/g,'&gt;').replace(/"/g,'&quot;'); }
 function fmtTokens(n) { return n >= 1000000 ? (n/1000000).toFixed(1)+'M' : n >= 1000 ? (n/1000).toFixed(1)+'K' : String(n); }
-function fmtDate(iso) {
-  if (!iso) return '';
-  try { const d = new Date(iso); return d.toLocaleDateString('sl-SI',{day:'2-digit',month:'short',hour:'2-digit',minute:'2-digit'}); }
-  catch(e) { return iso.slice(0,16); }
-}
 
-// ══ init ════════════════════════════════════════════════════════════════
-load();
-setInterval(load, 60000); // auto-refresh every 60s
+init();
 </script>
 </body>
 </html>
