diff --git a/CHANGELOG.md b/CHANGELOG.md
index 61f1b9e08f8..7fd57cdec5a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -23,6 +23,7 @@ Docs: https://docs.openclaw.ai
 - Media understanding: convert HEIC and HEIF images to JPEG before image description providers run so iPhone photos work in direct and configured image-description flows. (#86037)
 - Agents: release embedded-attempt session locks from outer teardown so post-prompt exceptions cannot wedge later requests behind `SessionWriteLockTimeoutError`. Fixes #86014. Thanks @openperf.
 - Discord/OpenAI voice: rotate Realtime sessions at provider max duration without logging the expected session-expiry event as an error.
+- Sessions: skip metadata-only entries during QMD-slugified session lookup so one incomplete row does not block transcript hit resolution. (#86327) Thanks @abnershang.
 - Agents/media: derive bundled plugin local-media trust from plugin tool metadata instead of importing the full plugin registry on subscription paths. (#84409) Thanks @samzong.
 - Image tool: keep config-backed custom-provider API keys usable for auto-discovered vision models, including deferred image-tool execution without env keys or auth profiles. (#85733)
 - Memory/local embeddings: run local GGUF embeddings in an isolated worker sidecar and degrade to configured fallback or keyword search on worker failure so native embedding crashes do not take down the Gateway. (#85348) Thanks @osolmaz.
diff --git a/src/plugin-sdk/session-transcript-hit.test.ts b/src/plugin-sdk/session-transcript-hit.test.ts
index 6522bf0b499..3e575950dfa 100644
--- a/src/plugin-sdk/session-transcript-hit.test.ts
+++ b/src/plugin-sdk/session-transcript-hit.test.ts
@@ -217,6 +217,23 @@ describe("resolveTranscriptStemToSessionKeys", () => {
     ).toEqual(["agent:main:s1"]);
   });
 
+  it("ignores store entries without session ids during QMD-slugified fallback", () => {
+    const store: Record<string, SessionEntry> = {
+      "agent:main:non-session": {
+        updatedAt: 1,
+      } as SessionEntry,
+      "agent:main:s1": baseEntry({ sessionId: "foo_bar.v1" }),
+    };
+
+    expect(
+      resolveTranscriptStemToSessionKeys({
+        store,
+        stem: "foo-bar-v1",
+        allowQmdSlugFallback: true,
+      }),
+    ).toEqual(["agent:main:s1"]);
+  });
+
   it("does not use QMD-slugified fallback unless requested", () => {
     const store: Record<string, SessionEntry> = {
       "agent:main:s1": baseEntry({ sessionId: "foo_bar.v1" }),
diff --git a/src/plugin-sdk/session-transcript-hit.ts b/src/plugin-sdk/session-transcript-hit.ts
index 26f0ca06540..45e6165ce26 100644
--- a/src/plugin-sdk/session-transcript-hit.ts
+++ b/src/plugin-sdk/session-transcript-hit.ts
@@ -151,7 +151,8 @@ export function resolveTranscriptStemToSessionKeys(params: {
           continue;
         }
       }
-      if (normalizeQmdSessionStem(entry.sessionId) === normalizedStem) {
+      const entrySessionId = normalizeOptionalString(entry.sessionId);
+      if (entrySessionId && normalizeQmdSessionStem(entrySessionId) === normalizedStem) {
         matches.push(sessionKey);
       }
     }