diff --git a/auth_proxy.py b/auth_proxy.py
index 7981f26..7791906 100644
--- a/auth_proxy.py
+++ b/auth_proxy.py
@@ -3945,7 +3945,7 @@ def _dashboard_html() -> str:
 async function saveConfigKnob(key){const el=$('cfg_'+key);if(!el)return;const v=el.value.trim();await postConfig({[key]:v===''?null:Number(v)})}
 async function postConfig(updates){try{const r=await fetch('/dashboard/api/config',{method:'POST',headers:{'content-type':'application/json'},credentials:'same-origin',body:JSON.stringify({updates})});if(r.status===401){showLogin();return}const d=await r.json();if(!r.ok)throw new Error(d.error?.message||('config '+r.status));toast(d.applied_live?'Saved · live':(d.note?'Saved · '+d.note:'Saved'));renderConfig(d.knobs||[])}catch(e){showErr(e.message)}}
 async function deleteCodexAccount(name){if(!confirm('Delete codex account '+name+'?'))return;try{const r=await fetch('/dashboard/api/codex/accounts/'+encodeURIComponent(name),{method:'DELETE',credentials:'same-origin'});if(r.status===401){showLogin();return}const d=await r.json();if(!r.ok)throw new Error(d.error?.message||`delete ${r.status}`);toast('Codex account deleted');loadCodexAccounts()}catch(e){showErr(e.message)}}
-$('loginBtn').onclick=login;$('apiKeyLoginBtn').onclick=apiKeyLogin;$('password').addEventListener('keydown',e=>{if(e.key==='Enter')login()});$('apiKeyLogin').addEventListener('keydown',e=>{if(e.key==='Enter')apiKeyLogin()});$('logout').onclick=logout;$('tabOverview').onclick=()=>setTab('overview');$('tabConsumers').onclick=()=>setTab('consumers');$('tabProviderKeys').onclick=()=>setTab('providerKeys');$('tabKeyUsage').onclick=()=>setTab('keyUsage');$('tabMarket').onclick=()=>setTab('market');$('tabBuilder').onclick=()=>setTab('builder');$('tabActivity').onclick=()=>setTab('activity');$('recent').addEventListener('click',e=>{const cp=e.target.closest('[data-copyterm]');if(cp){navigator.clipboard.writeText(cp.dataset.copyterm).then(()=>toast('Policy term copied'));return}const row=e.target.closest('.actRow');if(!row)return;const det=$('recent').querySelector('.actDetail[data-d="'+row.dataset.i+'"]');if(!det)return;det.classList.toggle('hidden');const tog=row.querySelector('.actToggle');if(tog)tog.textContent=det.classList.contains('hidden')?'▸':'▾'});$('bReview').onclick=bReview;$('bDownload').onclick=bDownload;$('bTestBtn').onclick=bTest;$('bEx1').onclick=()=>bLoadExample('ex1');$('bEx2').onclick=()=>bLoadExample('ex2');$('bAddCond').onclick=()=>{bSync();bFilters.push({field:'latency_ms',rel:'le',val:''});bRender()};$('bAddOr').onclick=()=>{bSync();bFilters.push({kind:'or',subs:[{field:'latency_ms',rel:'le',val:''}]});bRender()};$('bAddScore').onclick=()=>{bSync();bScores.push({field:'field:price_in',w:'0.5',norm:true,inv:true});bRender()};$('b_selector').onchange=()=>{$('bTempWrap').style.display=$('b_selector').value==='sample'?'':'none'};document.querySelectorAll('#bModeSeg button').forEach(b=>b.onclick=()=>bSetMode(b.dataset.mode));$('bStructured').addEventListener('change',e=>{if(e.target.classList.contains('bF-field'))bSyncRender()});$('bStructured').addEventListener('click',e=>{const b=e.target.closest('[data-act]');if(!b)return;bSync();const i=+b.dataset.i,j=+b.dataset.j,act=b.dataset.act;if(act==='del')bFilters.splice(i,1);else if(act==='addsub')bFilters[i].subs.push({field:'latency_ms',rel:'le',val:''});else if(act==='delsub')bFilters[i].subs.splice(j,1);else if(act==='delscore')bScores.splice(i,1);bRender()});bRender();document.querySelector('.nav').addEventListener('click',e=>{const b=e.target.closest('[data-tab]');if(b){e.preventDefault();setTab(b.dataset.tab)}});$('refresh').onclick=()=>{if(activeTab==='policies')loadPolicies();else if(activeTab==='market')loadMarket();else if(activeTab==='keyUsage')loadKeyUsage();else load()};$('market').addEventListener('click',e=>{const h=e.target.closest('[data-fam]');if(!h)return;const fam=h.dataset.fam;if(marketOpen.has(fam))marketOpen.delete(fam);else marketOpen.add(fam);if(lastMarket)renderMarket(lastMarket)});$('marketSearch').oninput=()=>{if(lastMarket)renderMarket(lastMarket)};$('tradableOnly').checked=localStorage.getItem('tradableOnly')==='1';$('tradableOnly').onchange=()=>{localStorage.setItem('tradableOnly',$('tradableOnly').checked?'1':'0');if(lastMarket)renderMarket(lastMarket)};$('marketCopy').onclick=()=>{if(!lastMarket){showErr('No catalog data loaded yet');return}navigator.clipboard.writeText(JSON.stringify(lastMarket,null,2)).then(()=>toast('Catalog copied to clipboard')).catch(e=>showErr(e.message))};$('marketSkill').onclick=async()=>{try{const r=await fetch('/dashboard/api/skill',{credentials:'same-origin'});if(r.status===401){showLogin();return}if(!r.ok)throw new Error('skill '+r.status);const text=await r.text();const blob=new Blob([text],{type:'text/markdown'});const a=document.createElement('a');a.href=URL.createObjectURL(blob);a.download='SKILL.md';a.click();URL.revokeObjectURL(a.href);toast('SKILL.md downloaded — load it into any assistant to author policies')}catch(e){showErr(e.message)}};$('toggleAddProvider').onclick=()=>{const c=$('addProviderCard');c.style.display=c.style.display==='none'?'':'none'};$('addProvCancel').onclick=()=>{$('addProviderCard').style.display='none'};$('addProvSubmit').onclick=addProvider;$('toggleAddCodex').onclick=()=>{const c=$('addCodexCard');c.style.display=c.style.display==='none'?'':'none'};$('addCodexCancel').onclick=()=>{$('addCodexCard').style.display='none'};$('addCodexSubmit').onclick=addCodexAccount;$('addProvId').addEventListener('blur',()=>{if(!$('addProvEnv').value.trim()&&$('addProvId').value.trim())$('addProvEnv').value=$('addProvId').value.trim().toUpperCase().replace(/[^A-Z0-9]+/g,'_')+'_API_KEY'});$('loadKeyUsage').onclick=loadKeyUsage;$('consumer').onchange=load;$('timeframe').onchange=load;$('consumerSearch').oninput=()=>renderConsumers(lastStats.keys||[]);document.querySelectorAll('#consumerStatusSeg button').forEach(b=>b.onclick=()=>{document.querySelectorAll('#consumerStatusSeg button').forEach(x=>x.classList.remove('active'));b.classList.add('active');consumerFilterStatus=b.dataset.status;renderConsumers(lastStats.keys||[])});document.querySelectorAll('#activitySeg button').forEach(b=>b.onclick=()=>{document.querySelectorAll('#activitySeg button').forEach(x=>x.classList.remove('active'));b.classList.add('active');activityKind=b.dataset.kind;render(lastStats)});$('newConsumerKey').onclick=()=>openDrawer('', 'create');$('closeDrawer').onclick=closeDrawer;$('drawerShade').addEventListener('click',e=>{if(e.target===$('drawerShade'))closeDrawer()});$('revealKeys').onclick=revealKeys;$('copyRevealKey').onclick=()=>navigator.clipboard.writeText($('revealKeyValue').value).then(()=>toast('Copied'));$('createKey').onclick=createKey;$('copyKey').onclick=()=>navigator.clipboard.writeText($('newKeyValue').value).then(()=>toast('Key copied'));$('copyKeyHandoff').onclick=()=>navigator.clipboard.writeText($('newKeyHandoffValue').value).then(()=>toast('Setup blurb copied'));$('saveConsumerSettings').onclick=saveConsumerSettings;$('revokeKey').onclick=revokeKey;$('anProvider').onchange=load;$('anModel').onchange=load;setTab(tabFromLocation(),{silent:true});setInterval(()=>{if(activeTab==='policies')loadPolicies();else if(activeTab==='market')loadMarket();else load()},15000);
+$('loginBtn').onclick=login;$('apiKeyLoginBtn').onclick=apiKeyLogin;$('password').addEventListener('keydown',e=>{if(e.key==='Enter')login()});$('apiKeyLogin').addEventListener('keydown',e=>{if(e.key==='Enter')apiKeyLogin()});$('logout').onclick=logout;$('tabOverview').onclick=()=>setTab('overview');$('tabConsumers').onclick=()=>setTab('consumers');$('tabProviderKeys').onclick=()=>setTab('providerKeys');$('tabKeyUsage').onclick=()=>setTab('keyUsage');$('tabMarket').onclick=()=>setTab('market');$('tabBuilder').onclick=()=>setTab('builder');$('tabActivity').onclick=()=>setTab('activity');$('recent').addEventListener('click',e=>{const cp=e.target.closest('[data-copyterm]');if(cp){navigator.clipboard.writeText(cp.dataset.copyterm).then(()=>toast('Policy term copied'));return}const row=e.target.closest('.actRow');if(!row)return;const det=$('recent').querySelector('.actDetail[data-d="'+row.dataset.i+'"]');if(!det)return;det.classList.toggle('hidden');const tog=row.querySelector('.actToggle');if(tog)tog.textContent=det.classList.contains('hidden')?'▸':'▾'});$('bReview').onclick=bReview;$('bDownload').onclick=bDownload;$('bTestBtn').onclick=bTest;$('bEx1').onclick=()=>bLoadExample('ex1');$('bEx2').onclick=()=>bLoadExample('ex2');$('bAddCond').onclick=()=>{bSync();bFilters.push({field:'latency_ms',rel:'le',val:''});bRender()};$('bAddOr').onclick=()=>{bSync();bFilters.push({kind:'or',subs:[{field:'latency_ms',rel:'le',val:''}]});bRender()};$('bAddScore').onclick=()=>{bSync();bScores.push({field:'field:price_in',w:'0.5',norm:true,inv:true});bRender()};$('b_selector').onchange=()=>{$('bTempWrap').style.display=$('b_selector').value==='sample'?'':'none'};document.querySelectorAll('#bModeSeg button').forEach(b=>b.onclick=()=>bSetMode(b.dataset.mode));$('bStructured').addEventListener('change',e=>{if(e.target.classList.contains('bF-field'))bSyncRender()});$('bStructured').addEventListener('click',e=>{const b=e.target.closest('[data-act]');if(!b)return;bSync();const i=+b.dataset.i,j=+b.dataset.j,act=b.dataset.act;if(act==='del')bFilters.splice(i,1);else if(act==='addsub')bFilters[i].subs.push({field:'latency_ms',rel:'le',val:''});else if(act==='delsub')bFilters[i].subs.splice(j,1);else if(act==='delscore')bScores.splice(i,1);bRender()});bRender();document.querySelector('.nav').addEventListener('click',e=>{const b=e.target.closest('[data-tab]');if(b){e.preventDefault();setTab(b.dataset.tab)}});$('refresh').onclick=()=>{if(activeTab==='policies')loadPolicies();else if(activeTab==='market')loadMarket();else if(activeTab==='keyUsage')loadKeyUsage();else load()};$('market').addEventListener('click',e=>{const h=e.target.closest('[data-fam]');if(!h)return;const fam=h.dataset.fam;if(marketOpen.has(fam))marketOpen.delete(fam);else marketOpen.add(fam);if(lastMarket)renderMarket(lastMarket)});$('marketSearch').oninput=()=>{if(lastMarket)renderMarket(lastMarket)};$('tradableOnly').checked=localStorage.getItem('tradableOnly')==='1';$('tradableOnly').onchange=()=>{localStorage.setItem('tradableOnly',$('tradableOnly').checked?'1':'0');if(lastMarket)renderMarket(lastMarket)};$('marketCopy').onclick=()=>{if(!lastMarket){showErr('No catalog data loaded yet');return}navigator.clipboard.writeText(JSON.stringify(lastMarket,null,2)).then(()=>toast('Catalog copied to clipboard')).catch(e=>showErr(e.message))};$('marketSkill').onclick=async()=>{try{const r=await fetch('/dashboard/api/skill',{credentials:'same-origin'});if(r.status===401){showLogin();return}if(!r.ok)throw new Error('skill '+r.status);const text=await r.text();const blob=new Blob([text],{type:'text/markdown'});const a=document.createElement('a');a.href=URL.createObjectURL(blob);a.download='SKILL.md';a.click();URL.revokeObjectURL(a.href);toast('SKILL.md downloaded — load it into any assistant to author policies')}catch(e){showErr(e.message)}};$('toggleAddProvider').onclick=()=>{const c=$('addProviderCard');c.style.display=c.style.display==='none'?'':'none'};$('addProvCancel').onclick=()=>{$('addProviderCard').style.display='none'};$('addProvSubmit').onclick=addProvider;$('toggleAddCodex').onclick=()=>{const c=$('addCodexCard');c.style.display=c.style.display==='none'?'':'none'};$('addCodexCancel').onclick=()=>{$('addCodexCard').style.display='none'};$('addCodexSubmit').onclick=addCodexAccount;$('addProvId').addEventListener('blur',()=>{if(!$('addProvEnv').value.trim()&&$('addProvId').value.trim())$('addProvEnv').value=$('addProvId').value.trim().toUpperCase().replace(/[^A-Z0-9]+/g,'_')+'_API_KEY'});$('loadKeyUsage').onclick=loadKeyUsage;$('consumer').onchange=load;$('timeframe').onchange=load;$('consumerSearch').oninput=()=>renderConsumers(lastStats.keys||[]);document.querySelectorAll('#consumerStatusSeg button').forEach(b=>b.onclick=()=>{document.querySelectorAll('#consumerStatusSeg button').forEach(x=>x.classList.remove('active'));b.classList.add('active');consumerFilterStatus=b.dataset.status;renderConsumers(lastStats.keys||[])});document.querySelectorAll('#activitySeg button').forEach(b=>b.onclick=()=>{document.querySelectorAll('#activitySeg button').forEach(x=>x.classList.remove('active'));b.classList.add('active');activityKind=b.dataset.kind;render(lastStats)});$('newConsumerKey').onclick=()=>openDrawer('', 'create');$('closeDrawer').onclick=closeDrawer;$('drawerShade').addEventListener('click',e=>{if(e.target===$('drawerShade'))closeDrawer()});$('revealKeys').onclick=revealKeys;$('copyRevealKey').onclick=()=>navigator.clipboard.writeText($('revealKeyValue').value).then(()=>toast('Copied'));$('createKey').onclick=createKey;$('copyKey').onclick=()=>navigator.clipboard.writeText($('newKeyValue').value).then(()=>toast('Key copied'));$('copyKeyHandoff').onclick=()=>navigator.clipboard.writeText($('newKeyHandoffValue').value).then(()=>toast('Setup blurb copied'));$('saveConsumerSettings').onclick=saveConsumerSettings;$('revokeKey').onclick=revokeKey;$('anProvider').onchange=load;$('anModel').onchange=load;setTab(tabFromLocation(),{silent:true});setInterval(()=>{const ds=$('drawerShade');if(ds&&ds.classList.contains('open'))return;const ap=$('addProviderCard'),ac=$('addCodexCard');if((ap&&ap.style.display&&ap.style.display!=='none')||(ac&&ac.style.display&&ac.style.display!=='none'))return;if(document.querySelector('#recent .actDetail:not(.hidden)'))return;if(activeTab==='policies')loadPolicies();else if(activeTab==='market')loadMarket();else load()},15000);
 /* ---- Flow builder: a DAG of nodes, each reusing the policy builder ---- */
 let fNodes=[];let fSeq=0;let fOutput=null;
 const F_DEFAULT_POLICY=()=>['policy',['and',['meets_req'],['not',['is','disabled']]],['add',['scale',0.5,['field','bench_intelligence']],['scale',0.5,['neg',['normalize',['field','price_in']]]]],['argmax'],['id'],['always',{action:'next_candidate'}]];