diff --git a/ui/assets/app.js b/ui/assets/app.js
index 1a228e3..8c945ad 100644
--- a/ui/assets/app.js
+++ b/ui/assets/app.js
@@ -216,6 +216,41 @@ async function sendChat() {
   }
 }
 
+async function runSelfImprove() {
+  const cfg = getConfig();
+  const objective = document.getElementById("improveObjective").value.trim() || "Improve assistant quality and reliability";
+  const maxRaw = Number(document.getElementById("improveMax").value || 5);
+  const maxProposals = Math.max(1, Math.min(20, Number.isFinite(maxRaw) ? maxRaw : 5));
+  const summary = document.getElementById("improveSummary");
+  const list = document.getElementById("improveProposals");
+  summary.textContent = "Generating proposals...";
+  list.innerHTML = "";
+  try {
+    const data = await apiPost("/assistant/self-improve", {
+      objective,
+      release_name: cfg.releaseName || null,
+      max_proposals: maxProposals,
+      feedback_limit: 50,
+      action_limit: 50,
+      include_edited_feedback: true,
+      include_rejected_feedback: true,
+      include_blocked_actions: true,
+      apply: false,
+    });
+    summary.textContent = `${data.summary || ""}\n\nsignals: feedback=${data.signals?.feedback_rows ?? 0}, blocked_actions=${data.signals?.blocked_action_rows ?? 0}`;
+    renderRows(list, data.proposals || [], (p) => `
+      <div><strong>${p.proposal_id}: ${p.title}</strong></div>
+      <div>${p.problem}</div>
+      <div class="meta">risk=${p.risk} | auto_apply_safe=${p.auto_apply_safe}</div>
+      <div class="meta">files=${(p.files || []).join(", ") || "-"}</div>
+      <div class="meta">tests=${(p.tests || []).join(" | ") || "-"}</div>
+      <div style="margin-top:6px">${p.change || ""}</div>
+    `);
+  } catch (e) {
+    summary.textContent = `Error: ${String(e)}`;
+  }
+}
+
 document.getElementById("saveConfig").addEventListener("click", saveConfig);
 document.getElementById("refreshMeta").addEventListener("click", loadMeta);
 document.getElementById("loadInbox").addEventListener("click", loadInbox);
@@ -223,6 +258,7 @@ document.getElementById("loadTasks").addEventListener("click", loadTasks);
 document.getElementById("makeDraft").addEventListener("click", makeDraft);
 document.getElementById("saveLearn").addEventListener("click", saveLearn);
 document.getElementById("sendChat").addEventListener("click", sendChat);
+document.getElementById("runImprove").addEventListener("click", runSelfImprove);
 
 loadConfig();
 loadMeta();
diff --git a/ui/index.html b/ui/index.html
index 3a07f36..0e5c607 100644
--- a/ui/index.html
+++ b/ui/index.html
@@ -77,6 +77,19 @@
       <textarea id="chatMessage" rows="2" placeholder="Ask the assistant..."></textarea>
       <div id="chatTranscript" class="list"></div>
     </section>
+
+    <section class="panel">
+      <div class="panel-header">
+        <h2>Self-Improve</h2>
+        <div class="controls">
+          <input id="improveObjective" type="text" placeholder="Objective" />
+          <input id="improveMax" type="number" min="1" max="20" value="5" style="width:90px" />
+          <button id="runImprove">Generate Proposals</button>
+        </div>
+      </div>
+      <pre id="improveSummary" class="output"></pre>
+      <div id="improveProposals" class="list"></div>
+    </section>
   </main>
 
   <script src="/ui/assets/app.js"></script>