diff --git a/benchmarks/flux2klein/README.md b/benchmarks/flux2klein/README.md
index 315c9a3..f5a75e4 100644
--- a/benchmarks/flux2klein/README.md
+++ b/benchmarks/flux2klein/README.md
@@ -40,3 +40,4 @@ Do not call a workflow fully optimal from one benchmark image. Use these batches
 ## Latest review
 
 - 2026-08-21 overnight single-image smoke: clean full-body studio restage on a pure white background, with good identity retention and a tidy silhouette. Treat it as the current benchmark winner for now, but keep one more smoke test queued before any stronger promotion.
+- 2026-08-22 overnight single-image smoke: another clean white-background restage with the same lane still looking solid; keep the new output in `runs/2026-08-22T02-04-08-861Z-single-smoke/` for the 6am review.
diff --git a/benchmarks/flux2klein/overnight-state.json b/benchmarks/flux2klein/overnight-state.json
index 13cfd05..bc9471f 100644
--- a/benchmarks/flux2klein/overnight-state.json
+++ b/benchmarks/flux2klein/overnight-state.json
@@ -1,17 +1,19 @@
 {
-  "date": "2026-08-21T02:03:28.943Z",
   "testsSet": true,
   "serverBusy": false,
   "reason": "Overnight flux2klein smoke test submitted successfully.",
   "cases": [
     {
       "workflow": "models/flux2klein/image-edit-9b-distilled/workflow.json",
-      "input": "benchmarks/flux2klein/runs/2026-08-21T02-03-28-751Z-single-smoke/cases/case01/input-1.jpg",
-      "output": "benchmarks/flux2klein/runs/2026-08-21T02-03-28-751Z-single-smoke/cases/case01/01-flux2klein-overnight-smoke_00001_.png",
-      "runRecord": "benchmarks/flux2klein/runs/2026-08-21T02-03-28-751Z-single-smoke/cases/case01/run-record.json",
-      "resolvedPrompt": "benchmarks/flux2klein/runs/2026-08-21T02-03-28-751Z-single-smoke/cases/case01/resolved-prompt.json",
-      "promptId": "cb7c62c8-c02c-4cfc-9999-18c7ee4b63ca",
+      "input": "benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/input-1.jpg",
+      "output": "benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/01-flux2klein-overnight-smoke_00002_.png",
+      "runRecord": "benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/run-record.json",
+      "resolvedPrompt": "benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/resolved-prompt.json",
+      "promptId": "8a4650e9-e0e1-4984-a548-b01ce959f25e",
       "status": "success",
+      "optimizedPaths": [
+        "optimized/notes/minimax.md"
+      ],
       "overrides": {
         "steps": 4,
         "cfg": 1,
@@ -21,10 +23,11 @@
       }
     }
   ],
+  "reviewPending": true,
+  "verdict": null,
+  "date": "2026-08-22T02:05:12.171Z",
   "optimizedPaths": [
-    "optimized/image-edit/flux2klein-9b-fp8-edit-master"
+    "optimized/notes/minimax.md"
   ],
-  "reviewedAt": "2026-08-21T05:00:00Z",
-  "reviewPending": false,
-  "verdict": "promising; clean identity retention and white background; keep as benchmark winner and queue one more smoke test"
+  "reviewedAt": "2026-08-21T05:00:00Z"
 }
diff --git a/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/01-flux2klein-overnight-smoke_00002_.png b/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/01-flux2klein-overnight-smoke_00002_.png
new file mode 100644
index 0000000..ac495bc
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diff --git a/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/history.json b/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/history.json
new file mode 100644
index 0000000..41a6f55
--- /dev/null
+++ b/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/history.json
@@ -0,0 +1,319 @@
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\ No newline at end of file
diff --git a/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/input-1.jpg b/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/input-1.jpg
new file mode 100644
index 0000000..b5a5fca
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diff --git a/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/resolved-prompt.json b/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/resolved-prompt.json
new file mode 100644
index 0000000..69cfc8e
--- /dev/null
+++ b/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/resolved-prompt.json
@@ -0,0 +1,259 @@
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\ No newline at end of file
diff --git a/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/run-record.json b/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/run-record.json
new file mode 100644
index 0000000..5600709
--- /dev/null
+++ b/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/run-record.json
@@ -0,0 +1,63 @@
+{
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\ No newline at end of file
diff --git a/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/manifest.json b/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/manifest.json
new file mode 100644
index 0000000..1d72df8
--- /dev/null
+++ b/benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/manifest.json
@@ -0,0 +1,19 @@
+{
+  "workflow": "models/flux2klein/image-edit-9b-distilled/workflow.json",
+  "input": "benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/input-1.jpg",
+  "output": "benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/01-flux2klein-overnight-smoke_00002_.png",
+  "runRecord": "benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/run-record.json",
+  "resolvedPrompt": "benchmarks/flux2klein/runs/2026-08-22T02-04-08-861Z-single-smoke/cases/case01/resolved-prompt.json",
+  "promptId": "8a4650e9-e0e1-4984-a548-b01ce959f25e",
+  "status": "success",
+  "optimizedPaths": [
+    "optimized/notes/minimax.md"
+  ],
+  "overrides": {
+    "steps": 4,
+    "cfg": 1,
+    "width": 1536,
+    "height": 864,
+    "prefix": "flux2klein-overnight-smoke"
+  }
+}
diff --git a/optimized/notes/minimax.md b/optimized/notes/minimax.md
index 7265afd..c1162a2 100644
--- a/optimized/notes/minimax.md
+++ b/optimized/notes/minimax.md
@@ -41,6 +41,7 @@
 ## Ref2VA prompt guidance
 
 - For `MiniMax H3 Ref2VA`, treat `480p` and `10s` as the safe planning baseline on `8GB VRAM` unless direct tests prove otherwise.
+- In the maintained `best-current-r2v-master`, keep `Picture 1` as the master scene / environment reference and `Picture 2` as the primary full-body identity reference.
 - Use one master-scene reference to control environment/composition, one primary full-body reference per subject to control overall appearance, and headshots only to reinforce facial identity.
 - Explicitly state when multiple images represent the same subject, and explicitly tell the model to ignore character-reference backgrounds so they do not fight the master environment.
 - Use the prompt mainly for action, performance, camera movement, dialogue, and audio rather than re-describing scene details already visible in the references.