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aegis
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python3 << 'PYEOF'
html = """<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Aegis - Enterprise Crisis Management</title>
<style>
:root{--bg:#0a0e1a;--surface:#111827;--border:#1e2d40;--accent:#3b82f6;--danger:#ef4444;--warn:#f59e0b;--success:#22c55e;--text:#f1f5f9;--muted:#64748b;--font:'IBM Plex Mono','Courier New',monospace;}
*{box-sizing:border-box;margin:0;padding:0;}
body{background:var(--bg);color:var(--text);font-family:var(--font);min-height:100vh;}
header{border-bottom:1px solid var(--border);padding:16px 24px;display:flex;align-items:center;gap:14px;}
.logo{width:44px;height:44px;flex-shrink:0;}
.brand{font-size:18px;font-weight:600;letter-spacing:0.05em;}
.tagline{font-size:11px;color:#ef4444;letter-spacing:0.08em;margin-bottom:2px;}
.tagline2{font-size:11px;color:var(--muted);}
.hdr-right{margin-left:auto;display:flex;align-items:center;gap:10px;}
.countdown-box{font-size:10px;color:#64748b;text-align:right;}
.badge{font-size:11px;padding:4px 10px;border:1px solid var(--success);color:var(--success);border-radius:4px;}
main{max-width:1100px;margin:0 auto;padding:24px;}
.stats{display:grid;grid-template-columns:repeat(4,1fr);gap:12px;margin-bottom:24px;}
.stat{background:var(--surface);border:1px solid var(--border);border-radius:8px;padding:14px;}
.stat-label{font-size:11px;color:var(--muted);margin-bottom:6px;text-transform:uppercase;letter-spacing:0.08em;}
.stat-value{font-size:22px;font-weight:600;}
.ok{color:var(--success);}.warn{color:var(--warn);}.crit{color:var(--danger);}
.agents{display:grid;grid-template-columns:repeat(4,1fr);gap:10px;margin-bottom:24px;}
.agent{background:var(--surface);border:1px solid var(--border);border-radius:8px;padding:12px;transition:border-color 0.3s;}
.agent.active{border-color:var(--accent);}
.agent.firing{border-color:var(--warn);animation:blink 0.5s ease-in-out infinite;}
.agent.done{border-color:var(--success);}
@keyframes blink{0%,100%{opacity:1}50%{opacity:0.5}}
.agent-icon{font-size:18px;margin-bottom:6px;}
.agent-name{font-size:12px;font-weight:600;margin-bottom:2px;}
.agent-status{font-size:10px;color:var(--muted);}
.agent-out{font-size:10px;color:var(--text);margin-top:6px;line-height:1.5;border-top:1px solid var(--border);padding-top:6px;min-height:32px;}
.controls{display:flex;gap:10px;margin-bottom:24px;flex-wrap:wrap;}
btn{font-family:var(--font);font-size:13px;padding:10px 18px;border-radius:6px;cursor:pointer;border:1px solid;transition:all 0.15s;}
#btn-crisis{background:#ef44441a;color:var(--danger);border-color:var(--danger);}
#btn-crisis:hover{background:#ef444430;}
#btn-reset{background:transparent;color:var(--muted);border-color:var(--border);}
#btn-reset:hover{color:var(--text);border-color:var(--muted);}
.log{background:var(--surface);border:1px solid var(--border);border-radius:8px;padding:14px;height:160px;overflow-y:auto;margin-bottom:24px;}
.log-line{font-size:11px;line-height:1.7;color:var(--muted);}
.log-line.crit{color:var(--danger);}
.log-line.warn{color:var(--warn);}
.log-line.ok{color:var(--success);}
.bars{margin-bottom:24px;}
.bar-row{margin-bottom:10px;}
.bar-meta{display:flex;justify-content:space-between;font-size:11px;color:var(--muted);margin-bottom:4px;}
.track{background:var(--border);height:6px;border-radius:3px;overflow:hidden;}
.fill{height:100%;border-radius:3px;transition:width 1.2s ease,background 0.5s;}
.reco{background:var(--surface);border:1px solid var(--border);border-radius:8px;padding:16px;margin-bottom:24px;}
.reco-title{font-size:11px;color:var(--muted);text-transform:uppercase;letter-spacing:0.08em;margin-bottom:12px;}
.reco-item{display:flex;gap:10px;padding:8px 0;border-bottom:1px solid var(--border);align-items:flex-start;}
.reco-item:last-child{border-bottom:none;}
.pill{font-size:10px;padding:2px 8px;border-radius:3px;flex-shrink:0;margin-top:1px;}
.pill.HIGH,.pill.CRITICAL{background:#ef44441a;color:var(--danger);border:1px solid #ef444440;}
.pill.MEDIUM{background:#f59e0b1a;color:var(--warn);border:1px solid #f59e0b40;}
.pill.LOW{background:#22c55e1a;color:var(--success);border:1px solid #22c55e40;}
.reco-text{font-size:12px;}
.reco-sub{font-size:11px;color:var(--muted);margin-top:2px;}
.marine-panel{background:var(--surface);border:1px solid var(--accent);border-radius:8px;padding:16px;margin-bottom:24px;}
.marine-title{font-size:11px;color:var(--accent);text-transform:uppercase;letter-spacing:0.08em;margin-bottom:10px;}
.marine-item{font-size:11px;color:var(--muted);padding:4px 0;border-bottom:1px solid var(--border);line-height:1.5;}
.marine-item:last-child{border-bottom:none;}
.marine-item span{color:var(--accent);font-weight:600;}
footer{text-align:center;padding:24px;font-size:11px;color:var(--muted);border-top:1px solid var(--border);margin-top:24px;}
</style>
<link rel="preconnect" href="https://fonts.googleapis.com">
<link href="https://fonts.googleapis.com/css2?family=IBM+Plex+Mono:wght@400;600&display=swap" rel="stylesheet">
</head>
<body>
<header>
  <svg class="logo" viewBox="0 0 100 110" xmlns="http://www.w3.org/2000/svg">
    <defs>
      <linearGradient id="sm" x1="20%" y1="0%" x2="80%" y2="100%"><stop offset="0%" style="stop-color:#e8504a"/><stop offset="35%" style="stop-color:#c0392b"/><stop offset="70%" style="stop-color:#922b21"/><stop offset="100%" style="stop-color:#7b241c"/></linearGradient>
      <linearGradient id="ss" x1="0%" y1="0%" x2="60%" y2="80%"><stop offset="0%" style="stop-color:#ffffff;stop-opacity:0.55"/><stop offset="50%" style="stop-color:#ffffff;stop-opacity:0.15"/><stop offset="100%" style="stop-color:#ffffff;stop-opacity:0"/></linearGradient>
      <linearGradient id="sr" x1="0%" y1="0%" x2="0%" y2="100%"><stop offset="0%" style="stop-color:#9098a8"/><stop offset="40%" style="stop-color:#c8cdd8"/><stop offset="100%" style="stop-color:#5a6070"/></linearGradient>
    </defs>
    <path d="M50,4 C50,4 82,6 90,20 L94,52 C94,78 74,96 50,104 C26,96 6,78 6,52 L10,20 C18,6 50,4 50,4Z" fill="url(#sr)"/>
    <path d="M50,10 C50,10 79,12 86,24 L90,54 C90,77 72,93 50,100 C28,93 10,77 10,54 L14,24 C21,12 50,10 50,10Z" fill="url(#sm)"/>
    <path d="M50,10 C50,10 79,12 86,24 L90,54 C90,77 72,93 50,100 C28,93 10,77 10,54 L14,24 C21,12 50,10 50,10Z" fill="url(#ss)"/>
    <ellipse cx="42" cy="38" rx="14" ry="20" fill="white" opacity="0.10" transform="rotate(-10,42,38)"/>
    <ellipse cx="50" cy="26" rx="18" ry="10" fill="white" opacity="0.15"/>
  </svg>
  <div>
    <div class="brand">AEGIS</div>
    <div class="tagline">SHIELD AGAINST CHAOS</div>
    <div class="tagline2">Autonomous Enterprise Crisis Management</div>
  </div>
  <div class="hdr-right">
    <div class="countdown-box"><div>Next scan in</div><div id="countdown" style="color:#3b82f6;font-weight:600;">5:00</div></div>
    <span class="badge" id="status-badge">&#x25CF; ONLINE</span>
  </div>
</header>
<main>
  <div class="stats">
    <div class="stat"><div class="stat-label">System State</div><div class="stat-value ok" id="sys-state">NOMINAL</div></div>
    <div class="stat"><div class="stat-label">Oil ($/bbl)</div><div class="stat-value" id="oil-price">82</div></div>
    <div class="stat"><div class="stat-label">Supply Risk</div><div class="stat-value ok" id="risk">LOW</div></div>
    <div class="stat"><div class="stat-label">Agents Active</div><div class="stat-value" id="active-count">0 / 7</div></div>
  </div>
  <div class="agents" id="agent-grid"></div>
  <div class="controls">
    <btn id="btn-crisis" onclick="triggerCrisis()">&#x26A0; Inject Crisis Scenario</btn>
    <btn id="btn-reset" onclick="resetAll()">&#x21BA; Reset</btn>
    <btn onclick="loadMarineData()" style="color:var(--accent);border-color:var(--accent);">&#x1F6E5; Marine Traffic</btn>
  </div>
  <div class="bars">
    <div class="bar-row"><div class="bar-meta"><span>Oil price forecast (14-day)</span><span id="oil-lbl">+3%</span></div><div class="track"><div class="fill" id="oil-fill" style="width:25%;background:var(--success)"></div></div></div>
    <div class="bar-row"><div class="bar-meta"><span>Logistics delay risk</span><span id="delay-lbl">12%</span></div><div class="track"><div class="fill" id="delay-fill" style="width:12%;background:var(--success)"></div></div></div>
    <div class="bar-row"><div class="bar-meta"><span>Estimated cost impact</span><span id="cost-lbl">+2%</span></div><div class="track"><div class="fill" id="cost-fill" style="width:10%;background:var(--success)"></div></div></div>
  </div>
  <div class="marine-panel" id="marine-panel">
    <div class="marine-title">&#x1F6E5; MarineTraffic — Live Shipping Intelligence</div>
    <div class="marine-item" id="marine-content">Click "Marine Traffic" button to load live shipping news...</div>
  </div>
  <div class="log" id="log"></div>
  <div class="reco" id="reco">
    <div class="reco-title">Decision Agent - Recommendations</div>
    <div class="reco-item"><span class="pill LOW">LOW</span><div><div class="reco-text">No action required</div><div class="reco-sub">System operating within normal parameters</div></div></div>
  </div>
</main>
<footer>Aegis - AMD Developer Hackathon 2026 | Groq LLaMA-3.3-70B + XGBoost/ARIMA | AMD Instinct MI300X</footer>
<script>
const AGENTS=[
  {id:'signal',icon:'📡',name:'Signal Agent',role:'Watcher'},
  {id:'intelligence',icon:'🧠',name:'Intelligence Agent',role:'Interpreter'},
  {id:'forecast',icon:'📈',name:'Forecast Agent',role:'Predictor'},
  {id:'simulation',icon:'🧩',name:'Simulation Agent',role:'Strategist'},
  {id:'decision',icon:'⚡',name:'Decision Agent',role:'Brain'},
  {id:'alert',icon:'🚨',name:'Alert Agent',role:'Communicator'},
  {id:'execution',icon:'🔄',name:'Execution Agent',role:'Operator'},
];
const state={};let es=null;
function renderAgents(){
  document.getElementById('agent-grid').innerHTML=AGENTS.map(a=>{
    const s=state[a.id]||{};
    return '<div class="agent '+(s.cls||'')+'" id="card-'+a.id+'"><div class="agent-icon">'+a.icon+'</div><div class="agent-name">'+a.name+'</div><div class="agent-status">'+(s.status||'idle')+'</div><div class="agent-out">'+(s.out||a.role)+'</div></div>';
  }).join('');
}
function log(msg,cls){
  const el=document.getElementById('log');
  const ts=new Date().toTimeString().slice(0,8);
  el.innerHTML+='<div class="log-line '+(cls||'')+'\">['+ts+'] '+msg+'</div>';
  el.scrollTop=el.scrollHeight;
}
function setBar(fid,lid,pct,label,color){
  document.getElementById(fid).style.width=pct+'%';
  document.getElementById(fid).style.background=color;
  document.getElementById(lid).textContent=label;
}
async function loadMarineData(){
  document.getElementById('marine-content').innerHTML='Loading live shipping data...';
  try{
    const r=await fetch('/api/marine');
    const d=await r.json();
    if(d.success && d.data && d.data.items){
      const html=d.data.items.map(item=>
        '<div class="marine-item"><span>['+item.source+']</span> '+item.headline+'</div>'
      ).join('');
      document.getElementById('marine-content').innerHTML=html;
      log('MarineTraffic: '+d.data.items.length+' shipping alerts loaded ('+d.data.status+')','ok');
    }
  }catch(e){
    document.getElementById('marine-content').innerHTML='Marine data unavailable: '+e.message;
    log('MarineTraffic fetch error: '+e.message,'warn');
  }
}
function triggerCrisis(){
  if(es){es.close();es=null;}
  document.getElementById('btn-crisis').disabled=true;
  document.getElementById('sys-state').textContent='ALERT';
  document.getElementById('sys-state').className='stat-value warn';
  document.getElementById('oil-price').textContent='97';
  document.getElementById('risk').textContent='RISING';
  document.getElementById('risk').className='stat-value warn';
  log('Crisis event injected: oil +18%, Strait of Hormuz disruption detected.','crit');
  es=new EventSource('/api/stream?oil_change=18&disruption=0.7&severity=HIGH');
  es.onmessage=function(e){
    const msg=JSON.parse(e.data);
    if(msg.type==='forecast_ready'){
      const s=msg.data;
      setBar('oil-fill','oil-lbl',Math.min(95,Math.abs(s.pct_change)*3.5),'+'+s.pct_change+'%','var(--danger)');
      setBar('delay-fill','delay-lbl',s.delay_prob,s.delay_prob+'%','var(--danger)');
      setBar('cost-fill','cost-lbl',Math.min(95,s.cost_impact*2.5),'+'+s.cost_impact+'%','var(--warn)');
      log('ML forecast: oil +'+s.pct_change+'% in 14 days, delay risk '+s.delay_prob+'%','warn');
    }
    if(msg.type==='agent_start'){
      const a=AGENTS[msg.index-1];
      state[a.id]={cls:'firing',status:'running...',out:'Processing...'};
      document.getElementById('active-count').textContent=msg.index+' / 7';
      renderAgents();
      log('Agent '+msg.index+'/7 activated: '+a.name);
    }
    if(msg.type==='agent_done'){
      const a=AGENTS.find(x=>x.id===msg.agent)||{id:msg.agent,name:msg.agent,icon:'🤖'};
      const d=msg.data;
      let out='';
      if(msg.agent==='signal') out=d.summary||'Severity: '+d.severity;
      else if(msg.agent==='intelligence') out=d.geopolitical_context||'Impact: '+d.supply_chain_impact;
      else if(msg.agent==='forecast') out=d.oil_outlook||'Risk: '+d.supply_risk_score+'/100';
      else if(msg.agent==='simulation') out=(d.scenarios&&Array.isArray(d.scenarios)&&d.scenarios[0]&&d.scenarios[0].description)||'Scenarios computed';
      else if(msg.agent==='decision') out=(d.executive_summary&&d.executive_summary.slice(0,120))||'Actions ranked';
      else if(msg.agent==='alert') out=d.slack_message||'Alerts dispatched';
      else if(msg.agent==='execution') out=d.execution_summary||'Workflows triggered';
      state[a.id]={cls:'done',status:'complete',out:out};
      renderAgents();
      log('✓ '+a.name+' complete','ok');
      if(msg.agent==='decision'){
        const actions=d.recommended_actions||[];
        const html='<div class="reco-title">Decision Agent - Recommendations</div>'+
          actions.slice(0,4).map(ac=>'<div class="reco-item"><span class="pill '+(ac.risk||'LOW')+'">'+(ac.risk||'LOW')+'</span><div><div class="reco-text">'+ac.action+'</div><div class="reco-sub">'+(ac.rationale||'')+' · Est. savings: $'+((ac.estimated_savings_usd||0).toLocaleString())+'</div></div></div>').join('');
        document.getElementById('reco').innerHTML=html;
        document.getElementById('sys-state').textContent=d.threat_level||'CRITICAL';
        document.getElementById('sys-state').className='stat-value crit';
        document.getElementById('risk').textContent='HIGH';
        document.getElementById('risk').className='stat-value crit';
      }
      if(msg.agent==='signal' && d.marine_data && d.marine_data.items){
        const html=d.marine_data.items.map(item=>
          '<div class="marine-item"><span>['+item.source+']</span> '+item.headline+'</div>'
        ).join('');
        document.getElementById('marine-content').innerHTML=html;
        log('MarineTraffic: '+d.marine_data.items.length+' live shipping alerts detected','warn');
      }
    }
    if(msg.type==='complete'){
      log('🛡️ Aegis pipeline complete. All 7 agents finished.','ok');
      es.close();
      document.getElementById('btn-crisis').disabled=false;
    }
    if(msg.type==='error'){
      log('Error: '+msg.message,'crit');
      es.close();
      document.getElementById('btn-crisis').disabled=false;
    }
  };
}
function resetAll(){
  if(es){es.close();es=null;}
  AGENTS.forEach(a=>delete state[a.id]);
  renderAgents();
  document.getElementById('sys-state').textContent='NOMINAL';
  document.getElementById('sys-state').className='stat-value ok';
  document.getElementById('oil-price').textContent='82';
  document.getElementById('risk').textContent='LOW';
  document.getElementById('risk').className='stat-value ok';
  document.getElementById('active-count').textContent='0 / 7';
  setBar('oil-fill','oil-lbl',25,'+3%','var(--success)');
  setBar('delay-fill','delay-lbl',12,'12%','var(--success)');
  setBar('cost-fill','cost-lbl',10,'+2%','var(--success)');
  document.getElementById('log').innerHTML='';
  document.getElementById('marine-content').innerHTML='Click "Marine Traffic" button to load live shipping news...';
  document.getElementById('reco').innerHTML='<div class="reco-title">Decision Agent - Recommendations</div><div class="reco-item"><span class="pill LOW">LOW</span><div><div class="reco-text">No action required</div><div class="reco-sub">System operating within normal parameters</div></div></div>';
  log('System reset. All agents standing by.');
  document.getElementById('btn-crisis').disabled=false;
}
// Auto-monitor every 5 minutes
const SCAN_INTERVAL=300;
let scanTimer=SCAN_INTERVAL;
function updateCountdown(){
  const m=Math.floor(scanTimer/60),s=scanTimer%60;
  const el=document.getElementById('countdown');
  if(el) el.textContent=m+':'+(s<10?'0':'')+s;
}
async function autoScan(){
  try{
    const r=await fetch('/api/status');
    const d=await r.json();
    const price=parseFloat(d.oil_price);
    const changePct=((price-82.0)/82.0)*100;
    log('Auto-scan: oil at $'+price.toFixed(2)+' ('+changePct.toFixed(1)+'% from baseline)');
    if(Math.abs(changePct)>3||Math.random()>0.7){
      log('Auto-monitor: anomaly detected! Triggering pipeline...','warn');
      triggerCrisis();
    } else {
      log('Auto-scan: signals nominal. Next scan in 5 min.');
    }
  }catch(e){log('Auto-scan error: '+e.message,'crit');}
}
setInterval(function(){
  if(scanTimer>0){scanTimer--;updateCountdown();}
  else{scanTimer=SCAN_INTERVAL;log('Auto-monitor: initiating scheduled scan...','warn');autoScan();}
},1000);
updateCountdown();
renderAgents();
log('Aegis initialized. All 7 agents online. MarineTraffic scraper ready.');
log('Auto-monitor active — scanning every 5 minutes autonomously.');
fetch('/api/status').then(r=>r.json()).then(d=>{
  document.getElementById('oil-price').textContent=d.oil_price;
});
loadMarineData();
</script>
</body>
</html>"""
with open("/opt/aegis/frontend.html","w") as f:
    f.write(html)
print("frontend.html written OK")
PYEOF

✅ Should print: frontend.html written OK