diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8ccb8b28f..6221094f9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,16 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+### Added
+
+- **The dashboard follows the system appearance** (`actionagent`). Settings
+  → Appearance offers System, Light and Dark; System (the default when
+  nothing was chosen) follows the OS light/dark setting and changes with it
+  while the page is open. Light and Dark are fixed, as the old toggle's
+  choices were, and a choice that toggle saved still holds. The header's
+  sun/moon button flips to the opposite of what shows and saves it as a
+  fixed choice; pick System on the settings page to follow the OS again.
+
 ### Changed
 
 - **One badge for every status and message role in the dashboard**
diff --git a/actionagent/app/assets/builds/action_agent.css b/actionagent/app/assets/builds/action_agent.css
index b00c8eabf..513f3e4a1 100644
--- a/actionagent/app/assets/builds/action_agent.css
+++ b/actionagent/app/assets/builds/action_agent.css
@@ -1,2 +1,2 @@
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diff --git a/actionagent/app/assets/builds/action_agent.js b/actionagent/app/assets/builds/action_agent.js
index 3894f4b55..66a56ea52 100644
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+++ b/actionagent/app/assets/builds/action_agent.js
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l=e.memoizedState;if(l!==null&&(s=l.dehydrated,s!==null)){if(a)t.flags&256?(Ju(t),t.flags&=-257,t=cE(e,t,r)):t.memoizedState!==null?(Qu(t),t.child=e.child,t.flags|=128,t=null):(Qu(t),s=n.fallback,o=t.mode,n=x1({mode:"visible",children:n.children},o),s=jd(s,o,r,null),s.flags|=2,n.return=t,s.return=t,n.sibling=s,t.child=n,Ud(t,e.child,null,r),n=t.child,n.memoizedState=lE(r),n.childLanes=uE(e,i,r),t.memoizedState=sE,t=gy(null,n));else if(Ju(t),mN(s)){if(i=s.nextSibling&&s.nextSibling.dataset,i)var u=i.dgst;i=u,n=Error(Ae(419)),n.stack="",n.digest=i,jy({value:n,source:null,stack:null}),t=cE(e,t,r)}else if(vo||xm(e,t,r,!1),i=(r&e.childLanes)!==0,vo||i){if(i=Xr,i!==null&&(n=q$(i,r),n!==0&&n!==l.retryLane))throw l.retryLane=n,Gd(e,n),Fa(i,e,n),RN;fN(s)||k1(),t=cE(e,t,r)}else fN(s)?(t.flags|=192,t.child=e.child,t=null):(e=l.treeContext,mn=Wi(s.nextSibling),Xo=t,gr=!0,ic=null,Fi=!1,e!==null&&bL(t,e),t=tN(t,n.children),t.flags|=4096);return t}return o?(Qu(t),s=n.fallback,o=t.mode,l=e.child,u=l.sibling,n=Kl(l,{mode:"hidden",children:n.children}),n.subtreeFlags=l.subtreeFlags&65011712,u!==null?s=Kl(u,s):(s=jd(s,o,r,null),s.flags|=2),s.return=t,n.return=t,n.sibling=s,t.child=n,gy(null,n),n=t.child,s=e.child.memoizedState,s===null?s=lE(r):(o=s.cachePool,o!==null?(l=yo._currentValue,o=o.parent!==l?{parent:l,pool:l}:o):o=SL(),s={baseLanes:s.baseLanes|r,cachePool:o}),n.memoizedState=s,n.childLanes=uE(e,i,r),t.memoizedState=sE,gy(e.child,n)):(Ju(t),r=e.child,e=r.sibling,r=Kl(r,{mode:"visible",children:n.children}),r.return=t,r.sibling=null,e!==null&&(i=t.deletions,i===null?(t.deletions=[e],t.flags|=16):i.push(e)),t.child=r,t.memoizedState=null,r)}function tN(e,t){return t=x1({mode:"visible",children:t},e.mode),t.return=e,e.child=t}function x1(e,t){return e=ii(22,e,null,t),e.lanes=0,e}function cE(e,t,r){return Ud(t,e.child,null,r),e=tN(t,t.pendingProps.children),e.flags|=2,t.memoizedState=null,e}function R4(e,t,r){e.lanes|=t;var n=e.alternate;n!==null&&(n.lanes|=t),WE(e.return,t,r)}function dE(e,t,r,n,o,a){var i=e.memoizedState;i===null?e.memoizedState={isBackwards:t,rendering:null,renderingStartTime:0,last:n,tail:r,tailMode:o,treeForkCount:a}:(i.isBackwards=t,i.rendering=null,i.renderingStartTime=0,i.last=n,i.tail=r,i.tailMode=o,i.treeForkCount=a)}function g8(e,t,r){var n=t.pendingProps,o=n.revealOrder,a=n.tail;n=n.children;var i=no.current,s=(i&2)!==0;if(s?(i=i&1|2,t.flags|=128):i&=1,on(no,i),Go(e,t,n,r),n=gr?Dy:0,!s&&e!==null&&(e.flags&128)!==0)e:for(e=t.child;e!==null;){if(e.tag===13)e.memoizedState!==null&&R4(e,r,t);else if(e.tag===19)R4(e,r,t);else if(e.child!==null){e.child.return=e,e=e.child;continue}if(e===t)break e;for(;e.sibling===null;){if(e.return===null||e.return===t)break 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eT(e,t){return(e.lanes&t)!==0?!0:(e=e.dependencies,!!(e!==null&&p1(e)))}function xne(e,t,r){switch(t.tag){case 3:a1(t,t.stateNode.containerInfo),Zu(t,yo,e.memoizedState.cache),Bd();break;case 27:case 5:TE(t);break;case 4:a1(t,t.stateNode.containerInfo);break;case 10:Zu(t,t.type,t.memoizedProps.value);break;case 31:if(t.memoizedState!==null)return t.flags|=128,YE(t),null;break;case 13:var n=t.memoizedState;if(n!==null)return n.dehydrated!==null?(Ju(t),t.flags|=128,null):(r&t.child.childLanes)!==0?m8(e,t,r):(Ju(t),e=Jl(e,t,r),e!==null?e.sibling:null);Ju(t);break;case 19:var o=(e.flags&128)!==0;if(n=(r&t.childLanes)!==0,n||(xm(e,t,r,!1),n=(r&t.childLanes)!==0),o){if(n)return g8(e,t,r);t.flags|=128}if(o=t.memoizedState,o!==null&&(o.rendering=null,o.tail=null,o.lastEffect=null),on(no,no.current),n)break;return null;case 22:return t.lanes=0,f8(e,t,r,t.pendingProps);case 24:Zu(t,yo,e.memoizedState.cache)}return Jl(e,t,r)}function h8(e,t,r){if(e!==null)if(e.memoizedProps!==t.pendingProps)vo=!0;else{if(!eT(e,r)&&(t.flags&128)===0)return vo=!1,xne(e,t,r);vo=(e.flags&131072)!==0}else vo=!1,gr&&(t.flags&1048576)!==0&&xL(t,Dy,t.index);switch(t.lanes=0,t.tag){case 16:e:{var n=t.pendingProps;if(e=Md(t.elementType),t.type=e,typeof e=="function")MN(e)?(n=Hd(e,n),t.tag=1,t=J4(null,t,e,n,r)):(t.tag=0,t=eN(null,t,e,n,r));else{if(e!=null){var o=e.$$typeof;if(o===vN){t.tag=11,t=V4(null,t,e,n,r);break e}else if(o===xN){t.tag=14,t=G4(null,t,e,n,r);break e}}throw t=EE(e)||e,Error(Ae(306,t,""))}}return t;case 0:return eN(e,t,t.type,t.pendingProps,r);case 1:return n=t.type,o=Hd(n,t.pendingProps),J4(e,t,n,o,r);case 3:e:{if(a1(t,t.stateNode.containerInfo),e===null)throw Error(Ae(387));n=t.pendingProps;var a=t.memoizedState;o=a.element,KE(e,t),ky(t,n,null,r);var i=t.memoizedState;if(n=i.cache,Zu(t,yo,n),n!==a.cache&&HE(t,[yo],r,!0),Sy(),n=i.element,a.isDehydrated)if(a={element:n,isDehydrated:!1,cache:i.cache},t.updateQueue.baseState=a,t.memoizedState=a,t.flags&256){t=Q4(e,t,n,r);break e}else if(n!==o){o=Bi(Error(Ae(424)),t),jy(o),t=Q4(e,t,n,r);break e}else for(e=t.stateNode.containerInfo,e.nodeType===9?e=e.body:e=e.nodeName==="HTML"?e.ownerDocument.body:e,mn=Wi(e.firstChild),Xo=t,gr=!0,ic=null,Fi=!0,r=CL(t,null,n,r),t.child=r;r;)r.flags=r.flags&-3|4096,r=r.sibling;else{if(Bd(),n===o){t=Jl(e,t,r);break e}Go(e,t,n,r)}t=t.child}return t;case 26:return Qb(e,t),e===null?(r=w$(t.type,null,t.pendingProps,null))?t.memoizedState=r:gr||(r=t.type,e=t.pendingProps,n=E1(ac.current).createElement(r),n[Yo]=t,n[Ua]=e,Jo(n,r,e),zo(n),t.stateNode=n):t.memoizedState=w$(t.type,e.memoizedProps,t.pendingProps,e.memoizedState),null;case 27:return TE(t),e===null&&gr&&(n=t.stateNode=i6(t.type,t.pendingProps,ac.current),Xo=t,Fi=!0,o=mn,xc(t.type)?(gN=o,mn=Wi(n.firstChild)):mn=o),Go(e,t,t.pendingProps.children,r),Qb(e,t),e===null&&(t.flags|=4194304),t.child;case 5:return e===null&&gr&&((o=n=mn)&&(n=Gne(n,t.type,t.pendingProps,Fi),n!==null?(t.stateNode=n,Xo=t,mn=Wi(n.firstChild),Fi=!1,o=!0):o=!1),o||gc(t)),TE(t),o=t.type,a=t.pendingProps,i=e!==null?e.memoizedProps:null,n=a.children,dN(o,a)?n=null:i!==null&&dN(o,i)&&(t.flags|=32),t.memoizedState!==null&&(o=UN(e,t,cne,null,null,r),Uy._currentValue=o),Qb(e,t),Go(e,t,n,r),t.child;case 6:return e===null&&gr&&((e=r=mn)&&(r=Yne(r,t.pendingProps,Fi),r!==null?(t.stateNode=r,Xo=t,mn=null,e=!0):e=!1),e||gc(t)),null;case 13:return m8(e,t,r);case 4:return a1(t,t.stateNode.containerInfo),n=t.pendingProps,e===null?t.child=Ud(t,null,n,r):Go(e,t,n,r),t.child;case 11:return V4(e,t,t.type,t.pendingProps,r);case 7:return Go(e,t,t.pendingProps,r),t.child;case 8:return Go(e,t,t.pendingProps.children,r),t.child;case 12:return Go(e,t,t.pendingProps.children,r),t.child;case 10:return n=t.pendingProps,Zu(t,t.type,n.value),Go(e,t,n.children,r),t.child;case 9:return o=t.type._context,n=t.pendingProps.children,Fd(t),o=Zo(o),n=n(o),t.flags|=1,Go(e,t,n,r),t.child;case 14:return G4(e,t,t.type,t.pendingProps,r);case 15:return p8(e,t,t.type,t.pendingProps,r);case 19:return g8(e,t,r);case 31:return vne(e,t,r);case 22:return f8(e,t,r,t.pendingProps);case 24:return Fd(t),n=Zo(yo),e===null?(o=$N(),o===null&&(o=Xr,a=jN(),o.pooledCache=a,a.refCount++,a!==null&&(o.pooledCacheLanes|=r),o=a),t.memoizedState={parent:n,cache:o},zN(t),Zu(t,yo,o)):((e.lanes&r)!==0&&(KE(e,t),ky(t,null,null,r),Sy()),o=e.memoizedState,a=t.memoizedState,o.parent!==n?(o={parent:n,cache:n},t.memoizedState=o,t.lanes===0&&(t.memoizedState=t.updateQueue.baseState=o),Zu(t,yo,n)):(n=a.cache,Zu(t,yo,n),n!==o.cache&&HE(t,[yo],r,!0))),Go(e,t,t.pendingProps.children,r),t.child;case 29:throw t.pendingProps}throw Error(Ae(156,t.tag))}function $l(e){e.flags|=4}function pE(e,t,r,n,o){if((t=(e.mode&32)!==0)&&(t=!1),t){if(e.flags|=16777216,(o&335544128)===o)if(e.stateNode.complete)e.flags|=8192;else if(F8())e.flags|=8192;else throw Ld=f1,LN}else e.flags&=-16777217}function e$(e,t){if(t.type!=="stylesheet"||(t.state.loading&4)!==0)e.flags&=-16777217;else if(e.flags|=16777216,!u6(t))if(F8())e.flags|=8192;else throw Ld=f1,LN}function $b(e,t){t!==null&&(e.flags|=4),e.flags&16384&&(t=e.tag!==22?U$():536870912,e.lanes|=t,pm|=t)}function ly(e,t){if(!gr)switch(e.tailMode){case"hidden":t=e.tail;for(var r=null;t!==null;)t.alternate!==null&&(r=t),t=t.sibling;r===null?e.tail=null:r.sibling=null;break;case"collapsed":r=e.tail;for(var n=null;r!==null;)r.alternate!==null&&(n=r),r=r.sibling;n===null?t||e.tail===null?e.tail=null:e.tail.sibling=null:n.sibling=null}}function fn(e){var t=e.alternate!==null&&e.alternate.child===e.child,r=0,n=0;if(t)for(var o=e.child;o!==null;)r|=o.lanes|o.childLanes,n|=o.subtreeFlags&65011712,n|=o.flags&65011712,o.return=e,o=o.sibling;else for(o=e.child;o!==null;)r|=o.lanes|o.childLanes,n|=o.subtreeFlags,n|=o.flags,o.return=e,o=o.sibling;return e.subtreeFlags|=n,e.childLanes=r,t}function bne(e,t,r){var n=t.pendingProps;switch(DN(t),t.tag){case 16:case 15:case 0:case 11:case 7:case 8:case 12:case 9:case 14:return fn(t),null;case 1:return fn(t),null;case 3:return r=t.stateNode,n=null,e!==null&&(n=e.memoizedState.cache),t.memoizedState.cache!==n&&(t.flags|=2048),Vl(yo),im(),r.pendingContext&&(r.context=r.pendingContext,r.pendingContext=null),(e===null||e.child===null)&&(Lf(t)?$l(t):e===null||e.memoizedState.isDehydrated&&(t.flags&256)===0||(t.flags|=1024,nE())),fn(t),null;case 26:var o=t.type,a=t.memoizedState;return e===null?($l(t),a!==null?(fn(t),e$(t,a)):(fn(t),pE(t,o,null,n,r))):a?a!==e.memoizedState?($l(t),fn(t),e$(t,a)):(fn(t),t.flags&=-16777217):(e=e.memoizedProps,e!==n&&$l(t),fn(t),pE(t,o,e,n,r)),null;case 27:if(i1(t),r=ac.current,o=t.type,e!==null&&t.stateNode!=null)e.memoizedProps!==n&&$l(t);else{if(!n){if(t.stateNode===null)throw Error(Ae(166));return fn(t),null}e=rl.current,Lf(t)?T4(t,e):(e=i6(o,n,r),t.stateNode=e,$l(t))}return fn(t),null;case 5:if(i1(t),o=t.type,e!==null&&t.stateNode!=null)e.memoizedProps!==n&&$l(t);else{if(!n){if(t.stateNode===null)throw Error(Ae(166));return fn(t),null}if(a=rl.current,Lf(t))T4(t,a);else{var i=E1(ac.current);switch(a){case 1:a=i.createElementNS("http://www.w3.org/2000/svg",o);break;case 2:a=i.createElementNS("http://www.w3.org/1998/Math/MathML",o);break;default:switch(o){case"svg":a=i.createElementNS("http://www.w3.org/2000/svg",o);break;case"math":a=i.createElementNS("http://www.w3.org/1998/Math/MathML",o);break;case"script":a=i.createElement("div"),a.innerHTML="<script><\/script>",a=a.removeChild(a.firstChild);break;case"select":a=typeof n.is=="string"?i.createElement("select",{is:n.is}):i.createElement("select"),n.multiple?a.multiple=!0:n.size&&(a.size=n.size);break;default:a=typeof n.is=="string"?i.createElement(o,{is:n.is}):i.createElement(o)}}a[Yo]=t,a[Ua]=n;e:for(i=t.child;i!==null;){if(i.tag===5||i.tag===6)a.appendChild(i.stateNode);else if(i.tag!==4&&i.tag!==27&&i.child!==null){i.child.return=i,i=i.child;continue}if(i===t)break e;for(;i.sibling===null;){if(i.return===null||i.return===t)break e;i=i.return}i.sibling.return=i.return,i=i.sibling}t.stateNode=a;e:switch(Jo(a,o,n),o){case"button":case"input":case"select":case"textarea":n=!!n.autoFocus;break 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e;e=e.return}e.sibling.return=e.return,e=e.sibling}switch(o){case"forwards":for(r=t.child,o=null;r!==null;)e=r.alternate,e!==null&&g1(e)===null&&(o=r),r=r.sibling;r=o,r===null?(o=t.child,t.child=null):(o=r.sibling,r.sibling=null),pE(t,!1,o,r,a,n);break;case"backwards":case"unstable_legacy-backwards":for(r=null,o=t.child,t.child=null;o!==null;){if(e=o.alternate,e!==null&&g1(e)===null){t.child=o;break}e=o.sibling,o.sibling=r,r=o,o=e}pE(t,!0,r,null,a,n);break;case"together":pE(t,!1,null,null,void 0,n);break;default:t.memoizedState=null}return t.child}function Jl(e,t,r){if(e!==null&&(t.dependencies=e.dependencies),yc|=t.lanes,(r&t.childLanes)===0)if(e!==null){if(xm(e,t,r,!1),(r&t.childLanes)===0)return null}else return null;if(e!==null&&t.child!==e.child)throw Error(Ae(153));if(t.child!==null){for(e=t.child,r=Kl(e,e.pendingProps),t.child=r,r.return=t;e.sibling!==null;)e=e.sibling,r=r.sibling=Kl(e,e.pendingProps),r.return=t;r.sibling=null}return t.child}function tT(e,t){return(e.lanes&t)!==0?!0:(e=e.dependencies,!!(e!==null&&p1(e)))}function Nne(e,t,r){switch(t.tag){case 3:a1(t,t.stateNode.containerInfo),Zu(t,yo,e.memoizedState.cache),Bd();break;case 27:case 5:OE(t);break;case 4:a1(t,t.stateNode.containerInfo);break;case 10:Zu(t,t.type,t.memoizedProps.value);break;case 31:if(t.memoizedState!==null)return t.flags|=128,XE(t),null;break;case 13:var n=t.memoizedState;if(n!==null)return n.dehydrated!==null?(Ju(t),t.flags|=128,null):(r&t.child.childLanes)!==0?h8(e,t,r):(Ju(t),e=Jl(e,t,r),e!==null?e.sibling:null);Ju(t);break;case 19:var o=(e.flags&128)!==0;if(n=(r&t.childLanes)!==0,n||(xm(e,t,r,!1),n=(r&t.childLanes)!==0),o){if(n)return y8(e,t,r);t.flags|=128}if(o=t.memoizedState,o!==null&&(o.rendering=null,o.tail=null,o.lastEffect=null),on(no,no.current),n)break;return null;case 22:return t.lanes=0,g8(e,t,r,t.pendingProps);case 24:Zu(t,yo,e.memoizedState.cache)}return Jl(e,t,r)}function v8(e,t,r){if(e!==null)if(e.memoizedProps!==t.pendingProps)vo=!0;else{if(!tT(e,r)&&(t.flags&128)===0)return vo=!1,Nne(e,t,r);vo=(e.flags&131072)!==0}else vo=!1,gr&&(t.flags&1048576)!==0&&wL(t,Dy,t.index);switch(t.lanes=0,t.tag){case 16:e:{var n=t.pendingProps;if(e=Md(t.elementType),t.type=e,typeof e=="function")IN(e)?(n=Hd(e,n),t.tag=1,t=R4(null,t,e,n,r)):(t.tag=0,t=tN(null,t,e,n,r));else{if(e!=null){var o=e.$$typeof;if(o===xN){t.tag=11,t=Y4(null,t,e,n,r);break e}else if(o===bN){t.tag=14,t=X4(null,t,e,n,r);break e}}throw t=NE(e)||e,Error(Ae(306,t,""))}}return t;case 0:return tN(e,t,t.type,t.pendingProps,r);case 1:return n=t.type,o=Hd(n,t.pendingProps),R4(e,t,n,o,r);case 3:e:{if(a1(t,t.stateNode.containerInfo),e===null)throw Error(Ae(387));n=t.pendingProps;var a=t.memoizedState;o=a.element,VE(e,t),ky(t,n,null,r);var i=t.memoizedState;if(n=i.cache,Zu(t,yo,n),n!==a.cache&&qE(t,[yo],r,!0),Sy(),n=i.element,a.isDehydrated)if(a={element:n,isDehydrated:!1,cache:i.cache},t.updateQueue.baseState=a,t.memoizedState=a,t.flags&256){t=e$(e,t,n,r);break e}else if(n!==o){o=Ui(Error(Ae(424)),t),jy(o),t=e$(e,t,n,r);break e}else for(e=t.stateNode.containerInfo,e.nodeType===9?e=e.body:e=e.nodeName==="HTML"?e.ownerDocument.body:e,mn=qi(e.firstChild),Xo=t,gr=!0,ic=null,Wi=!0,r=EL(t,null,n,r),t.child=r;r;)r.flags=r.flags&-3|4096,r=r.sibling;else{if(Bd(),n===o){t=Jl(e,t,r);break e}Go(e,t,n,r)}t=t.child}return t;case 26:return Qb(e,t),e===null?(r=k$(t.type,null,t.pendingProps,null))?t.memoizedState=r:gr||(r=t.type,e=t.pendingProps,n=E1(ac.current).createElement(r),n[Yo]=t,n[Wa]=e,Jo(n,r,e),zo(n),t.stateNode=n):t.memoizedState=k$(t.type,e.memoizedProps,t.pendingProps,e.memoizedState),null;case 27:return OE(t),e===null&&gr&&(n=t.stateNode=l6(t.type,t.pendingProps,ac.current),Xo=t,Wi=!0,o=mn,xc(t.type)?(hN=o,mn=qi(n.firstChild)):mn=o),Go(e,t,t.pendingProps.children,r),Qb(e,t),e===null&&(t.flags|=4194304),t.child;case 5:return e===null&&gr&&((o=n=mn)&&(n=roe(n,t.type,t.pendingProps,Wi),n!==null?(t.stateNode=n,Xo=t,mn=qi(n.firstChild),Wi=!1,o=!0):o=!1),o||gc(t)),OE(t),o=t.type,a=t.pendingProps,i=e!==null?e.memoizedProps:null,n=a.children,pN(o,a)?n=null:i!==null&&pN(o,i)&&(t.flags|=32),t.memoizedState!==null&&(o=WN(e,t,xne,null,null,r),Uy._currentValue=o),Qb(e,t),Go(e,t,n,r),t.child;case 6:return e===null&&gr&&((e=r=mn)&&(r=noe(r,t.pendingProps,Wi),r!==null?(t.stateNode=r,Xo=t,mn=null,e=!0):e=!1),e||gc(t)),null;case 13:return h8(e,t,r);case 4:return a1(t,t.stateNode.containerInfo),n=t.pendingProps,e===null?t.child=Ud(t,null,n,r):Go(e,t,n,r),t.child;case 11:return Y4(e,t,t.type,t.pendingProps,r);case 7:return Go(e,t,t.pendingProps,r),t.child;case 8:return Go(e,t,t.pendingProps.children,r),t.child;case 12:return Go(e,t,t.pendingProps.children,r),t.child;case 10:return n=t.pendingProps,Zu(t,t.type,n.value),Go(e,t,n.children,r),t.child;case 9:return o=t.type._context,n=t.pendingProps.children,Fd(t),o=Zo(o),n=n(o),t.flags|=1,Go(e,t,n,r),t.child;case 14:return X4(e,t,t.type,t.pendingProps,r);case 15:return m8(e,t,t.type,t.pendingProps,r);case 19:return y8(e,t,r);case 31:return Ene(e,t,r);case 22:return g8(e,t,r,t.pendingProps);case 24:return Fd(t),n=Zo(yo),e===null?(o=LN(),o===null&&(o=Xr,a=$N(),o.pooledCache=a,a.refCount++,a!==null&&(o.pooledCacheLanes|=r),o=a),t.memoizedState={parent:n,cache:o},BN(t),Zu(t,yo,o)):((e.lanes&r)!==0&&(VE(e,t),ky(t,null,null,r),Sy()),o=e.memoizedState,a=t.memoizedState,o.parent!==n?(o={parent:n,cache:n},t.memoizedState=o,t.lanes===0&&(t.memoizedState=t.updateQueue.baseState=o),Zu(t,yo,n)):(n=a.cache,Zu(t,yo,n),n!==o.cache&&qE(t,[yo],r,!0))),Go(e,t,t.pendingProps.children,r),t.child;case 29:throw t.pendingProps}throw Error(Ae(156,t.tag))}function $l(e){e.flags|=4}function fE(e,t,r,n,o){if((t=(e.mode&32)!==0)&&(t=!1),t){if(e.flags|=16777216,(o&335544128)===o)if(e.stateNode.complete)e.flags|=8192;else if(W8())e.flags|=8192;else throw Ld=f1,zN}else e.flags&=-16777217}function r$(e,t){if(t.type!=="stylesheet"||(t.state.loading&4)!==0)e.flags&=-16777217;else if(e.flags|=16777216,!d6(t))if(W8())e.flags|=8192;else throw Ld=f1,zN}function $b(e,t){t!==null&&(e.flags|=4),e.flags&16384&&(t=e.tag!==22?H$():536870912,e.lanes|=t,pm|=t)}function ly(e,t){if(!gr)switch(e.tailMode){case"hidden":t=e.tail;for(var r=null;t!==null;)t.alternate!==null&&(r=t),t=t.sibling;r===null?e.tail=null:r.sibling=null;break;case"collapsed":r=e.tail;for(var n=null;r!==null;)r.alternate!==null&&(n=r),r=r.sibling;n===null?t||e.tail===null?e.tail=null:e.tail.sibling=null:n.sibling=null}}function fn(e){var t=e.alternate!==null&&e.alternate.child===e.child,r=0,n=0;if(t)for(var o=e.child;o!==null;)r|=o.lanes|o.childLanes,n|=o.subtreeFlags&65011712,n|=o.flags&65011712,o.return=e,o=o.sibling;else for(o=e.child;o!==null;)r|=o.lanes|o.childLanes,n|=o.subtreeFlags,n|=o.flags,o.return=e,o=o.sibling;return e.subtreeFlags|=n,e.childLanes=r,t}function Tne(e,t,r){var n=t.pendingProps;switch(jN(t),t.tag){case 16:case 15:case 0:case 11:case 7:case 8:case 12:case 9:case 14:return fn(t),null;case 1:return fn(t),null;case 3:return r=t.stateNode,n=null,e!==null&&(n=e.memoizedState.cache),t.memoizedState.cache!==n&&(t.flags|=2048),Vl(yo),im(),r.pendingContext&&(r.context=r.pendingContext,r.pendingContext=null),(e===null||e.child===null)&&(Lf(t)?$l(t):e===null||e.memoizedState.isDehydrated&&(t.flags&256)===0||(t.flags|=1024,oE())),fn(t),null;case 26:var o=t.type,a=t.memoizedState;return e===null?($l(t),a!==null?(fn(t),r$(t,a)):(fn(t),fE(t,o,null,n,r))):a?a!==e.memoizedState?($l(t),fn(t),r$(t,a)):(fn(t),t.flags&=-16777217):(e=e.memoizedProps,e!==n&&$l(t),fn(t),fE(t,o,e,n,r)),null;case 27:if(i1(t),r=ac.current,o=t.type,e!==null&&t.stateNode!=null)e.memoizedProps!==n&&$l(t);else{if(!n){if(t.stateNode===null)throw Error(Ae(166));return fn(t),null}e=rl.current,Lf(t)?P4(t,e):(e=l6(o,n,r),t.stateNode=e,$l(t))}return fn(t),null;case 5:if(i1(t),o=t.type,e!==null&&t.stateNode!=null)e.memoizedProps!==n&&$l(t);else{if(!n){if(t.stateNode===null)throw Error(Ae(166));return fn(t),null}if(a=rl.current,Lf(t))P4(t,a);else{var i=E1(ac.current);switch(a){case 1:a=i.createElementNS("http://www.w3.org/2000/svg",o);break;case 2:a=i.createElementNS("http://www.w3.org/1998/Math/MathML",o);break;default:switch(o){case"svg":a=i.createElementNS("http://www.w3.org/2000/svg",o);break;case"math":a=i.createElementNS("http://www.w3.org/1998/Math/MathML",o);break;case"script":a=i.createElement("div"),a.innerHTML="<script><\/script>",a=a.removeChild(a.firstChild);break;case"select":a=typeof n.is=="string"?i.createElement("select",{is:n.is}):i.createElement("select"),n.multiple?a.multiple=!0:n.size&&(a.size=n.size);break;default:a=typeof n.is=="string"?i.createElement(o,{is:n.is}):i.createElement(o)}}a[Yo]=t,a[Wa]=n;e:for(i=t.child;i!==null;){if(i.tag===5||i.tag===6)a.appendChild(i.stateNode);else if(i.tag!==4&&i.tag!==27&&i.child!==null){i.child.return=i,i=i.child;continue}if(i===t)break e;for(;i.sibling===null;){if(i.return===null||i.return===t)break e;i=i.return}i.sibling.return=i.return,i=i.sibling}t.stateNode=a;e:switch(Jo(a,o,n),o){case"button":case"input":case"select":case"textarea":n=!!n.autoFocus;break e;case"img":n=!0;break e;default:n=!1}n&&$l(t)}}return fn(t),fE(t,t.type,e===null?null:e.memoizedProps,t.pendingProps,r),null;case 6:if(e&&t.stateNode!=null)e.memoizedProps!==n&&$l(t);else{if(typeof n!="string"&&t.stateNode===null)throw Error(Ae(166));if(e=ac.current,Lf(t)){if(e=t.stateNode,r=t.memoizedProps,n=null,o=Xo,o!==null)switch(o.tag){case 27:case 5:n=o.memoizedProps}e[Yo]=t,e=!!(e.nodeValue===r||n!==null&&n.suppressHydrationWarning===!0||o6(e.nodeValue,r)),e||gc(t,!0)}else e=E1(e).createTextNode(n),e[Yo]=t,t.stateNode=e}return fn(t),null;case 31:if(r=t.memoizedState,e===null||e.memoizedState!==null){if(n=Lf(t),r!==null){if(e===null){if(!n)throw Error(Ae(318));if(e=t.memoizedState,e=e!==null?e.dehydrated:null,!e)throw Error(Ae(557));e[Yo]=t}else Bd(),(t.flags&128)===0&&(t.memoizedState=null),t.flags|=4;fn(t),e=!1}else r=oE(),e!==null&&e.memoizedState!==null&&(e.memoizedState.hydrationErrors=r),e=!0;if(!e)return t.flags&256?(si(t),t):(si(t),null);if((t.flags&128)!==0)throw Error(Ae(558))}return fn(t),null;case 13:if(n=t.memoizedState,e===null||e.memoizedState!==null&&e.memoizedState.dehydrated!==null){if(o=Lf(t),n!==null&&n.dehydrated!==null){if(e===null){if(!o)throw Error(Ae(318));if(o=t.memoizedState,o=o!==null?o.dehydrated:null,!o)throw Error(Ae(317));o[Yo]=t}else Bd(),(t.flags&128)===0&&(t.memoizedState=null),t.flags|=4;fn(t),o=!1}else o=oE(),e!==null&&e.memoizedState!==null&&(e.memoizedState.hydrationErrors=o),o=!0;if(!o)return t.flags&256?(si(t),t):(si(t),null)}return si(t),(t.flags&128)!==0?(t.lanes=r,t):(r=n!==null,e=e!==null&&e.memoizedState!==null,r&&(n=t.child,o=null,n.alternate!==null&&n.alternate.memoizedState!==null&&n.alternate.memoizedState.cachePool!==null&&(o=n.alternate.memoizedState.cachePool.pool),a=null,n.memoizedState!==null&&n.memoizedState.cachePool!==null&&(a=n.memoizedState.cachePool.pool),a!==o&&(n.flags|=2048)),r!==e&&r&&(t.child.flags|=8192),$b(t,t.updateQueue),fn(t),null);case 4:return im(),e===null&&lT(t.stateNode.containerInfo),fn(t),null;case 10:return Vl(t.type),fn(t),null;case 19:if(Bo(no),n=t.memoizedState,n===null)return fn(t),null;if(o=(t.flags&128)!==0,a=n.rendering,a===null)if(o)ly(n,!1);else{if(Kn!==0||e!==null&&(e.flags&128)!==0)for(e=t.child;e!==null;){if(a=g1(e),a!==null){for(t.flags|=128,ly(n,!1),e=a.updateQueue,t.updateQueue=e,$b(t,e),t.subtreeFlags=0,e=r,r=t.child;r!==null;)xL(r,e),r=r.sibling;return on(no,no.current&1|2),gr&&Fl(t,n.treeForkCount),t.child}e=e.sibling}n.tail!==null&&ci()>w1&&(t.flags|=128,o=!0,ly(n,!1),t.lanes=4194304)}else{if(!o)if(e=g1(a),e!==null){if(t.flags|=128,o=!0,e=e.updateQueue,t.updateQueue=e,$b(t,e),ly(n,!0),n.tail===null&&n.tailMode==="hidden"&&!a.alternate&&!gr)return fn(t),null}else 2*ci()-n.renderingStartTime>w1&&r!==536870912&&(t.flags|=128,o=!0,ly(n,!1),t.lanes=4194304);n.isBackwards?(a.sibling=t.child,t.child=a):(e=n.last,e!==null?e.sibling=a:t.child=a,n.last=a)}return 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 products:
   - key: triage
     agent: TriageAgent
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           - key: refund
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e?.querySelector('meta[name="csrf-token"]')?.content||null}function dte(e,t=globalThis){let r=e.replace(/\/$/,""),n=t.fetch.bind(t);t.fetch=(o,a)=>{let i=DAe(o,a,{base:r,csrfToken:jAe(),origin:t.location.origin});return i?n(...i):n(o,a)}}var $Ae="active-agent-dashboard";function pte(){let e=document.getElementById($Ae);if(!e)return;let t=JSON.parse(e.dataset.props||"{}");window.ACTIVE_AGENT_DASHBOARD=t,dte(t.mountPath||"/"),(0,mte.createRoot)(e).render(fte.default.createElement(Nj,{...t}))}document.readyState==="loading"?document.addEventListener("DOMContentLoaded",pte):pte();
 /*! Bundled license information:
 
 react/cjs/react.production.js:
diff --git a/actionagent/frontend/components/dashboard/Header.jsx b/actionagent/frontend/components/dashboard/Header.jsx
index 4a0c6b74f..41921ece0 100644
--- a/actionagent/frontend/components/dashboard/Header.jsx
+++ b/actionagent/frontend/components/dashboard/Header.jsx
@@ -69,7 +69,8 @@ export default function Header({ user, account }) {
 
       {/* Right side - User controls */}
       <div className="flex items-center space-x-4">
-        {/* Dark mode toggle */}
+        {/* One-click flip to the opposite of what shows, saved as a fixed
+            choice; Settings → Appearance has System, Light and Dark. */}
         <button
           onClick={toggleDarkMode}
           className="p-2 rounded-lg transition-colors"
diff --git a/actionagent/frontend/components/dashboard/SettingsView.jsx b/actionagent/frontend/components/dashboard/SettingsView.jsx
index 0d2bf145f..bb7a5df72 100644
--- a/actionagent/frontend/components/dashboard/SettingsView.jsx
+++ b/actionagent/frontend/components/dashboard/SettingsView.jsx
@@ -1,5 +1,7 @@
 import React, { useState, useEffect, useCallback } from 'react';
 import { useTheme } from '../../contexts/ThemeContext';
+import { SegmentedControl } from './primitives';
+import { themeDescription, THEME_OPTIONS } from '../../utils/theme.mjs';
 import GithubIntegrationCard from './GithubIntegrationCard';
 import ClaudeCodeIntegrationCard from './ClaudeCodeIntegrationCard';
 import CodexIntegrationCard from './CodexIntegrationCard';
@@ -20,7 +22,7 @@ function initialQuery() {
 }
 
 export default function SettingsView({ user, account }) {
-  const { darkMode, toggleDarkMode } = useTheme();
+  const { darkMode, theme, systemDark, setTheme } = useTheme();
   // With personal keys on, the API Keys tab manages the signed-in user's own
   // provider keys; the organization's are on the Organization page.
   const [providerKeyScope] = useState(() => (window.ACTIVE_AGENT_DASHBOARD?.meta?.personalProviderKeys ? 'personal' : undefined));
@@ -223,27 +225,17 @@ export default function SettingsView({ user, account }) {
             <h3 className={`text-lg font-semibold mb-4 ${darkMode ? 'text-white' : 'text-gray-900'}`}>
               Appearance
             </h3>
-            <div className="flex items-center justify-between">
+            <div className="flex items-center justify-between gap-4">
               <div>
                 <p className={`font-medium ${darkMode ? 'text-white' : 'text-gray-900'}`}>
-                  Dark Mode
+                  Theme
                 </p>
-                <p className={`text-sm ${darkMode ? 'text-gray-400' : 'text-gray-500'}`}>
-                  Use dark theme across the dashboard
+                <p className={`text-sm ${darkMode ? 'text-gray-400' : 'text-gray-500'}`} data-testid="theme-description">
+                  {themeDescription(theme, systemDark)}
                 </p>
               </div>
-              <button
-                onClick={toggleDarkMode}
-                className={`relative inline-flex h-6 w-11 items-center rounded-full transition-colors ${
-                  darkMode ? 'bg-red-500' : 'bg-gray-300'
-                }`}
-              >
-                <span
-                  className={`inline-block h-4 w-4 transform rounded-full bg-white transition-transform ${
-                    darkMode ? 'translate-x-6' : 'translate-x-1'
-                  }`}
-                />
-              </button>
+              {/* System follows the OS appearance and changes with it. */}
+              <SegmentedControl options={THEME_OPTIONS} value={theme} onChange={setTheme} />
             </div>
           </div>
         </div>
diff --git a/actionagent/frontend/contexts/ThemeContext.jsx b/actionagent/frontend/contexts/ThemeContext.jsx
index 09994ebdf..a8798a4ee 100644
--- a/actionagent/frontend/contexts/ThemeContext.jsx
+++ b/actionagent/frontend/contexts/ThemeContext.jsx
@@ -1,40 +1,44 @@
-import React, { createContext, useContext, useState, useEffect } from 'react';
+import React, { createContext, useCallback, useContext, useEffect, useMemo, useState } from 'react';
+import { readThemeChoice, resolveDarkMode, systemDarkQuery, THEME_CHOICES, toggledChoice, writeThemeChoice } from '../utils/theme.mjs';
 
 const ThemeContext = createContext();
 
+// `theme` is the viewer's choice: 'system' (the default) follows the OS
+// appearance and changes with it; 'light' and 'dark' are fixed. `darkMode`
+// is what shows, and what every component reads. `setTheme` saves a
+// choice; `toggleDarkMode` is the one-click flip, which saves the opposite
+// of what shows as a fixed choice.
 export function ThemeProvider({ children }) {
-  const [darkMode, setDarkMode] = useState(() => {
-    // Check localStorage first
-    const saved = localStorage.getItem('dashboard-theme');
-    if (saved) return saved === 'dark';
-    // Fall back to system preference
-    return window.matchMedia('(prefers-color-scheme: dark)').matches;
-  });
+  const [theme, setThemeState] = useState(() => readThemeChoice(globalThis.localStorage));
+  const [systemDark, setSystemDark] = useState(() => Boolean(systemDarkQuery()?.matches));
 
+  // Follow the OS while the page is open. The listener stays on whatever
+  // the choice is, so switching back to 'system' shows the current
+  // appearance at once.
   useEffect(() => {
-    localStorage.setItem('dashboard-theme', darkMode ? 'dark' : 'light');
-  }, [darkMode]);
+    const query = systemDarkQuery();
+    if (!query) return undefined;
+    const handler = (event) => setSystemDark(event.matches);
+    setSystemDark(query.matches);
+    query.addEventListener('change', handler);
+    return () => query.removeEventListener('change', handler);
+  }, []);
 
-  // Listen for system preference changes
-  useEffect(() => {
-    const mediaQuery = window.matchMedia('(prefers-color-scheme: dark)');
-    const handler = (e) => {
-      // Only update if user hasn't explicitly set a preference
-      if (!localStorage.getItem('dashboard-theme')) {
-        setDarkMode(e.matches);
-      }
-    };
-    mediaQuery.addEventListener('change', handler);
-    return () => mediaQuery.removeEventListener('change', handler);
+  const setTheme = useCallback((choice) => {
+    const next = THEME_CHOICES.includes(choice) ? choice : 'system';
+    setThemeState(next);
+    writeThemeChoice(globalThis.localStorage, next);
   }, []);
 
-  const toggleDarkMode = () => setDarkMode(!darkMode);
+  const darkMode = resolveDarkMode(theme, systemDark);
+  const toggleDarkMode = useCallback(() => setTheme(toggledChoice(darkMode)), [darkMode, setTheme]);
 
-  return (
-    <ThemeContext.Provider value={{ darkMode, toggleDarkMode }}>
-      {children}
-    </ThemeContext.Provider>
+  const value = useMemo(
+    () => ({ darkMode, theme, systemDark, setTheme, toggleDarkMode }),
+    [darkMode, theme, systemDark, setTheme, toggleDarkMode],
   );
+
+  return <ThemeContext.Provider value={value}>{children}</ThemeContext.Provider>;
 }
 
 export function useTheme() {
diff --git a/actionagent/frontend/test/settingsCards.test.mjs b/actionagent/frontend/test/settingsCards.test.mjs
index 94cdf5055..280798401 100644
--- a/actionagent/frontend/test/settingsCards.test.mjs
+++ b/actionagent/frontend/test/settingsCards.test.mjs
@@ -75,6 +75,23 @@ function listedRepositories(html) {
     .map(([, checked, name]) => [name, Boolean(checked)]);
 }
 
+// The Appearance card is on the profile tab; the query string is read on
+// each render, so the test points it there and back.
+function renderProfile(props) {
+  const search = window.location.search;
+  window.location.search = '?tab=profile';
+  try { return render('SettingsView', props); } finally { window.location.search = search; }
+}
+
+test('the appearance card offers System, Light and Dark and marks the saved choice', () => {
+  const html = renderProfile({ user: { name: 'Ada', email: 'ada@example.com' }, account: { name: 'Acme' } });
+  const buttons = [...html.matchAll(/<button type="button" aria-pressed="(true|false)"[^>]*>(System|Light|Dark)<\/button>/g)]
+    .map(([, pressed, label]) => [label, pressed === 'true']);
+  assert.deepEqual(buttons, [['System', false], ['Light', true], ['Dark', false]], 'the storage stub answers light');
+  assert.match(html, /data-testid="theme-description">Light across the dashboard</);
+  assert.doesNotMatch(html, /Use dark theme across the dashboard/);
+});
+
 test('the repo picker lists every repository with a filter field', () => {
   const html = render('RepoPicker', pickerProps());
   assert.match(html, /placeholder="Filter repositories"/);
diff --git a/actionagent/frontend/test/theme.test.mjs b/actionagent/frontend/test/theme.test.mjs
new file mode 100644
index 000000000..6b669bad9
--- /dev/null
+++ b/actionagent/frontend/test/theme.test.mjs
@@ -0,0 +1,56 @@
+import assert from 'node:assert/strict';
+import test from 'node:test';
+import { readThemeChoice, resolveDarkMode, systemDarkQuery, themeDescription, toggledChoice, writeThemeChoice, THEME_OPTIONS } from '../utils/theme.mjs';
+
+const storageOf = (saved) => {
+  const store = new Map(saved === undefined ? [] : [['dashboard-theme', saved]]);
+  return { getItem: (key) => (store.has(key) ? store.get(key) : null), setItem: (key, value) => store.set(key, value), store };
+};
+
+test('the saved choice is read back, and anything else means system', () => {
+  assert.equal(readThemeChoice(storageOf('dark')), 'dark', 'the old toggle saved dark');
+  assert.equal(readThemeChoice(storageOf('light')), 'light');
+  assert.equal(readThemeChoice(storageOf('system')), 'system');
+  assert.equal(readThemeChoice(storageOf()), 'system', 'nothing saved');
+  assert.equal(readThemeChoice(storageOf('blue')), 'system');
+  assert.equal(readThemeChoice(undefined), 'system', 'no storage at all');
+  assert.equal(readThemeChoice({ getItem() { throw new Error('blocked'); } }), 'system', 'storage that throws');
+});
+
+test('a choice is saved under the old key; an unknown one saves as system; a throwing store is survived', () => {
+  const storage = storageOf();
+  writeThemeChoice(storage, 'dark');
+  assert.equal(storage.store.get('dashboard-theme'), 'dark');
+  writeThemeChoice(storage, 'sepia');
+  assert.equal(storage.store.get('dashboard-theme'), 'system');
+  assert.doesNotThrow(() => writeThemeChoice({ setItem() { throw new Error('blocked'); } }, 'light'));
+  assert.doesNotThrow(() => writeThemeChoice(undefined, 'light'));
+});
+
+test('system resolves to what the OS prefers; light and dark ignore it', () => {
+  assert.equal(resolveDarkMode('system', true), true);
+  assert.equal(resolveDarkMode('system', false), false);
+  assert.equal(resolveDarkMode('system', undefined), false);
+  assert.equal(resolveDarkMode('dark', false), true);
+  assert.equal(resolveDarkMode('light', true), false);
+});
+
+test('the one-click toggle picks the opposite of what shows, as a fixed choice', () => {
+  assert.equal(toggledChoice(true), 'light');
+  assert.equal(toggledChoice(false), 'dark');
+});
+
+test('the settings line says what system is showing right now', () => {
+  assert.equal(themeDescription('system', true), "Follows your system's appearance, dark right now");
+  assert.equal(themeDescription('system', false), "Follows your system's appearance, light right now");
+  assert.equal(themeDescription('dark', false), 'Dark across the dashboard');
+  assert.equal(themeDescription('light', true), 'Light across the dashboard');
+  assert.deepEqual(THEME_OPTIONS.map((option) => option.label), ['System', 'Light', 'Dark']);
+});
+
+test('the system query is absent where the window has no matchMedia', () => {
+  assert.equal(systemDarkQuery(undefined), null);
+  assert.equal(systemDarkQuery({}), null);
+  const query = { matches: true };
+  assert.equal(systemDarkQuery({ matchMedia: (q) => (q === '(prefers-color-scheme: dark)' ? query : null) }), query);
+});
diff --git a/actionagent/frontend/test/themeProvider.test.mjs b/actionagent/frontend/test/themeProvider.test.mjs
new file mode 100644
index 000000000..812b1f306
--- /dev/null
+++ b/actionagent/frontend/test/themeProvider.test.mjs
@@ -0,0 +1,103 @@
+import assert from 'node:assert/strict';
+import test, { after, before } from 'node:test';
+import { build } from 'esbuild';
+import { JSDOM } from 'jsdom';
+import { mkdirSync, rmSync, writeFileSync } from 'node:fs';
+import { dirname } from 'node:path';
+import { fileURLToPath, pathToFileURL } from 'node:url';
+
+// ThemeProvider mounted in a jsdom window whose prefers-color-scheme query
+// this suite controls: the system choice follows the query and its change
+// events, the fixed choices ignore them, and every choice is saved under
+// the key the old light/dark toggle used.
+
+const output = fileURLToPath(new URL(`../node_modules/.cache/theme-provider-${process.pid}.mjs`, import.meta.url));
+let view, window, root, container;
+// The one query the page asks for; `prefer(dark)` flips it and fires its listeners.
+const query = { matches: false, listeners: new Set(), addEventListener(_, fn) { this.listeners.add(fn); }, removeEventListener(_, fn) { this.listeners.delete(fn); } };
+const prefer = (dark) => view.act(async () => { query.matches = dark; query.listeners.forEach((fn) => fn({ matches: dark })); });
+
+before(async () => {
+  ({ window } = new JSDOM('<!doctype html><body><div id="root"></div></body>', { url: 'http://localhost/dashboard' }));
+  for (const key of ['window', 'document', 'navigator', 'localStorage']) Object.defineProperty(globalThis, key, { value: key === 'window' ? window : window[key], configurable: true });
+  window.matchMedia = (q) => (q === '(prefers-color-scheme: dark)' ? query : { matches: false, addEventListener() {}, removeEventListener() {} });
+  globalThis.IS_REACT_ACT_ENVIRONMENT = true;
+  const result = await build({ stdin: { contents: `
+    import React, { act } from 'react';
+    import { createRoot } from 'react-dom/client';
+    import { ThemeProvider, useTheme } from './contexts/ThemeContext.jsx';
+    export { act };
+    function Probe() {
+      const { darkMode, theme, systemDark, setTheme, toggleDarkMode } = useTheme();
+      return <div data-testid="probe" data-dark={String(darkMode)} data-theme={theme} data-system-dark={String(systemDark)}>
+        <button data-testid="toggle" onClick={toggleDarkMode} />
+        {['system', 'light', 'dark'].map((c) => <button key={c} data-testid={'pick-' + c} onClick={() => setTheme(c)} />)}
+      </div>;
+    }
+    export function mount(node) { const root = createRoot(node); root.render(<ThemeProvider><Probe /></ThemeProvider>); return root; }
+  `, resolveDir: fileURLToPath(new URL('..', import.meta.url)), loader: 'jsx' }, bundle: true, write: false, platform: 'node', format: 'esm', external: ['react', 'react-dom/client'], logLevel: 'error' });
+  mkdirSync(dirname(output), { recursive: true }); writeFileSync(output, result.outputFiles[0].text);
+  view = await import(pathToFileURL(output).href);
+  container = window.document.getElementById('root');
+});
+after(async () => { if (root) await view.act(async () => root.unmount()); rmSync(output, { force: true }); window.close(); });
+
+const probe = () => container.querySelector('[data-testid="probe"]').dataset;
+const click = (id) => view.act(async () => container.querySelector(`[data-testid="${id}"]`).click());
+async function mountWith(saved, dark) {
+  if (root) await view.act(async () => root.unmount());
+  localStorage.clear();
+  if (saved !== undefined) localStorage.setItem('dashboard-theme', saved);
+  query.matches = dark;
+  await view.act(async () => { root = view.mount(container); });
+}
+
+test('with nothing saved the dashboard follows the system and changes with it', async () => {
+  await mountWith(undefined, true);
+  assert.deepEqual([probe().theme, probe().dark], ['system', 'true']);
+  await prefer(false);
+  assert.equal(probe().dark, 'false');
+  await prefer(true);
+  assert.equal(probe().dark, 'true');
+  assert.equal(localStorage.getItem('dashboard-theme'), null, 'following the system saves nothing by itself');
+});
+
+test('a choice the old toggle saved still holds, and a fixed choice ignores the system', async () => {
+  await mountWith('light', true);
+  assert.deepEqual([probe().theme, probe().dark], ['light', 'false']);
+  await prefer(false);
+  await prefer(true);
+  assert.equal(probe().dark, 'false');
+  await click('pick-dark');
+  assert.deepEqual([probe().theme, probe().dark, localStorage.getItem('dashboard-theme')], ['dark', 'true', 'dark']);
+  await prefer(false);
+  assert.equal(probe().dark, 'true');
+});
+
+test('picking System again shows the current appearance at once', async () => {
+  await mountWith('dark', false);
+  assert.equal(probe().dark, 'true');
+  await click('pick-system');
+  assert.deepEqual([probe().theme, probe().dark, localStorage.getItem('dashboard-theme')], ['system', 'false', 'system']);
+  await prefer(true);
+  assert.equal(probe().dark, 'true');
+});
+
+test('the one-click toggle flips what shows and saves it as a fixed choice', async () => {
+  await mountWith(undefined, true);
+  await click('toggle');
+  assert.deepEqual([probe().theme, probe().dark, localStorage.getItem('dashboard-theme')], ['light', 'false', 'light']);
+  await prefer(false);
+  await prefer(true);
+  assert.equal(probe().dark, 'false', 'a fixed choice no longer follows the system');
+  await click('toggle');
+  assert.deepEqual([probe().theme, probe().dark], ['dark', 'true']);
+});
+
+test('the listener comes off with the provider', async () => {
+  await mountWith(undefined, false);
+  assert.equal(query.listeners.size, 1);
+  await view.act(async () => root.unmount());
+  root = null;
+  assert.equal(query.listeners.size, 0);
+});
diff --git a/actionagent/frontend/utils/theme.mjs b/actionagent/frontend/utils/theme.mjs
new file mode 100644
index 000000000..6ba2d1ebb
--- /dev/null
+++ b/actionagent/frontend/utils/theme.mjs
@@ -0,0 +1,57 @@
+// The dashboard's appearance: the choice a viewer saved (system, light or
+// dark) and what it shows as right now. Saved under the key the old
+// light/dark toggle used, so a dashboard that only ever saw that toggle
+// keeps the choice it made.
+
+export const THEME_STORAGE_KEY = 'dashboard-theme';
+export const THEME_CHOICES = ['system', 'light', 'dark'];
+export const THEME_OPTIONS = [
+  { value: 'system', label: 'System' },
+  { value: 'light', label: 'Light' },
+  { value: 'dark', label: 'Dark' },
+];
+export const SYSTEM_DARK_QUERY = '(prefers-color-scheme: dark)';
+
+// The saved choice; 'system' when nothing valid is saved.
+export function readThemeChoice(storage) {
+  try {
+    const saved = storage?.getItem?.(THEME_STORAGE_KEY);
+    return THEME_CHOICES.includes(saved) ? saved : 'system';
+  } catch {
+    return 'system';
+  }
+}
+
+// Storage may be unavailable (private windows, blocked site data); the
+// choice then lasts for the page.
+export function writeThemeChoice(storage, choice) {
+  try {
+    storage?.setItem?.(THEME_STORAGE_KEY, THEME_CHOICES.includes(choice) ? choice : 'system');
+  } catch {
+    // nothing to do
+  }
+}
+
+// Whether the dashboard shows dark for a choice, given what the system
+// prefers right now.
+export function resolveDarkMode(choice, systemDark) {
+  return choice === 'system' ? Boolean(systemDark) : choice === 'dark';
+}
+
+// What the one-click toggle (the header's sun/moon) picks: the opposite of
+// what shows now, as an explicit choice.
+export function toggledChoice(darkMode) {
+  return darkMode ? 'light' : 'dark';
+}
+
+// The line under "Theme" on the settings page.
+export function themeDescription(choice, systemDark) {
+  if (choice === 'system') return `Follows your system's appearance, ${systemDark ? 'dark' : 'light'} right now`;
+  return choice === 'dark' ? 'Dark across the dashboard' : 'Light across the dashboard';
+}
+
+// The system's media query, where the page has one (a server render and
+// some test windows do not).
+export function systemDarkQuery(win = globalThis.window) {
+  return typeof win?.matchMedia === 'function' ? win.matchMedia(SYSTEM_DARK_QUERY) : null;
+}