diff --git a/benchmarks/flux2klein/overnight-state.json b/benchmarks/flux2klein/overnight-state.json
index 4a1d50e..d45cdb4 100644
--- a/benchmarks/flux2klein/overnight-state.json
+++ b/benchmarks/flux2klein/overnight-state.json
@@ -1,19 +1,19 @@
 {
-  "testsSet": false,
+  "testsSet": true,
   "serverBusy": false,
-  "reason": "Could not verify queue state: connection timed out.",
+  "reason": "Overnight flux2klein smoke test submitted successfully.",
   "cases": [
     {
       "workflow": "models/flux2klein/image-edit-9b-distilled/workflow.json",
-      "input": "benchmarks/flux2klein/runs/2026-08-28T02-07-42-007Z-single-smoke/cases/case01/input-1.jpg",
-      "output": "benchmarks/flux2klein/runs/2026-08-28T02-07-42-007Z-single-smoke/cases/case01/01-flux2klein-overnight-smoke_00003_.png",
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-      "promptId": "02c26744-e573-42be-9b5d-2f4e54a13fa4",
+      "input": "benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/input-1.jpg",
+      "output": "benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/01-flux2klein-overnight-smoke_00004_.png",
+      "runRecord": "benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/run-record.json",
+      "resolvedPrompt": "benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/resolved-prompt.json",
+      "promptId": "c17cc8ae-e69c-44d4-b685-b64e78137e2e",
       "status": "success",
       "optimizedPaths": [
-        "optimized/image-edit/flux2klein-9b-fp8-edit-master/README.md",
-        "optimized/image-edit/zimage-turbo-3070-inpaint-start/README.md"
+        "optimized/notes/flux2klein.md",
+        "optimized/notes/zimage.md"
       ],
       "overrides": {
         "steps": 4,
@@ -24,10 +24,11 @@
       }
     }
   ],
-  "reviewPending": false,
-  "verdict": "Keep the 2026-08-28 single-image smoke as the benchmark winner for now; identity and background stayed clean, but queue one more smoke test before broader promotion.",
-  "date": "2026-08-30T02:04:46.554Z",
+  "reviewPending": true,
+  "verdict": null,
+  "date": "2026-08-31T02:09:14.664Z",
   "optimizedPaths": [
-    "optimized/notes/flux2klein.md"
+    "optimized/notes/flux2klein.md",
+    "optimized/notes/zimage.md"
   ]
 }
diff --git a/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/01-flux2klein-overnight-smoke_00004_.png b/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/01-flux2klein-overnight-smoke_00004_.png
new file mode 100644
index 0000000..6be4b46
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diff --git a/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/history.json b/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/history.json
new file mode 100644
index 0000000..a027ea8
--- /dev/null
+++ b/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/history.json
@@ -0,0 +1,319 @@
+{
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+    {
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+    },
+    [
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+    ]
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+  "outputs": {
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+      "images": [
+        {
+          "filename": "flux2klein-overnight-smoke_00004_.png",
+          "subfolder": "",
+          "type": "output"
+        }
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+    "status_str": "success",
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+}
\ No newline at end of file
diff --git a/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/input-1.jpg b/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/input-1.jpg
new file mode 100644
index 0000000..b5a5fca
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diff --git a/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/resolved-prompt.json b/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/resolved-prompt.json
new file mode 100644
index 0000000..2bde1cd
--- /dev/null
+++ b/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-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/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/run-record.json b/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/run-record.json
new file mode 100644
index 0000000..0f48d1b
--- /dev/null
+++ b/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-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/2026-08-31T02-08-05-386Z-single-smoke/manifest.json b/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/manifest.json
new file mode 100644
index 0000000..3ac8a69
--- /dev/null
+++ b/benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/manifest.json
@@ -0,0 +1,20 @@
+{
+  "workflow": "models/flux2klein/image-edit-9b-distilled/workflow.json",
+  "input": "benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/input-1.jpg",
+  "output": "benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/01-flux2klein-overnight-smoke_00004_.png",
+  "runRecord": "benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/run-record.json",
+  "resolvedPrompt": "benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/cases/case01/resolved-prompt.json",
+  "promptId": "c17cc8ae-e69c-44d4-b685-b64e78137e2e",
+  "status": "success",
+  "optimizedPaths": [
+    "optimized/notes/flux2klein.md",
+    "optimized/notes/zimage.md"
+  ],
+  "overrides": {
+    "steps": 4,
+    "cfg": 1,
+    "width": 1536,
+    "height": 864,
+    "prefix": "flux2klein-overnight-smoke"
+  }
+}
diff --git a/optimized/notes/flux2klein.md b/optimized/notes/flux2klein.md
index 7dd797c..ff86f81 100644
--- a/optimized/notes/flux2klein.md
+++ b/optimized/notes/flux2klein.md
@@ -14,6 +14,7 @@
   - `image-edit-4b-base`
   - `image-edit-4b-distilled`
 - The maintained `flux2klein-9b-fp8-edit-master` now lines up with the real `9B fp8` diffusion filename and `full_encoder_small_decoder` VAE, so the documented model pair matches the saved graph instead of the older mixed-label shorthand.
+- Keep the maintained `9B fp8` edit master as the canonical saved graph; the imported `9B distilled` and `9B base` templates still serialize the older `fp8mixed` widget label, so those are source imports to mine, not promotion targets.
 - Current best outpainting starter:
   - `models/flux2klein/image-edit-4b-distilled/`
   - Reason: official, current, and easiest first test even though Chris's main stack is `9B`
@@ -35,6 +36,7 @@
   - cleaner model/text-encoder pairing
   - avoiding broken loader substitutions
 - Keep the official `9B fp8` edit master as the default lane, then borrow from the multi-reference donor only when reference control is the real problem.
+- When testing, use the maintained `9B fp8` master as the comparison baseline rather than the raw imported `fp8mixed` widget label.
 
 ## Current weak areas
 
diff --git a/optimized/notes/reviews/2026-08-31-daily-review.md b/optimized/notes/reviews/2026-08-31-daily-review.md
new file mode 100644
index 0000000..7cc080c
--- /dev/null
+++ b/optimized/notes/reviews/2026-08-31-daily-review.md
@@ -0,0 +1,21 @@
+# 2026-08-31 Daily Review
+
+## Scope
+
+Reviewed the current `flux2klein`, `zimage`, `ltx`, and `minimax` source packs against the maintained optimized layer.
+
+## Findings
+
+- `flux2klein`: the maintained `9B fp8` edit master remains the only canonical saved graph to keep promoting. The raw imported `9B distilled` and `9B base` templates still carry the older `fp8mixed` widget label, so they should stay source imports rather than promotion targets.
+- `zimage`: the maintained inpaint starter is still a straight hold of the imported community graph, so there is no separate graph-side optimization to carry tonight.
+- `ltx` and `minimax`: no new low-risk maintained promotion surfaced from the notes-only pass.
+
+## Smoke test
+
+- Submitted one single-image `flux2klein` smoke test using the existing repo runner.
+- Queue check came back idle, so the job was accepted.
+- Handoff state was written to `benchmarks/flux2klein/overnight-state.json` with `testsSet=true` and `reviewPending=true`.
+
+## Review target
+
+- `benchmarks/flux2klein/runs/2026-08-31T02-08-05-386Z-single-smoke/`
diff --git a/optimized/notes/zimage.md b/optimized/notes/zimage.md
index 0783fad..33bd66f 100644
--- a/optimized/notes/zimage.md
+++ b/optimized/notes/zimage.md
@@ -18,6 +18,7 @@
 - `models/zimage/z-image-turbo-inpainting-community/`
 - `models/zimage/z-image-turbo-controlnet-union-community/`
 - `models/zimage/qujincheng-z-image-lora-facetailer/` for face-detail follow-up, not as a core generator
+- `optimized/image-edit/zimage-turbo-3070-inpaint-start/` is currently a straight hold of `z-image-turbo-inpainting-community`, so it should stay a curated import until a real graph-side improvement appears.
 
 ## Current heuristics
 
@@ -26,6 +27,7 @@
 - Treat `Z-Image` as especially relevant for image-generation and image-edit categories, not video categories.
 - Keep the official example as the clean text-to-image baseline, then compare the community inpaint and controlnet-union graphs against it for real edit gains.
 - Treat facetailer-style graphs as post-pass helpers unless they prove they can stand alone.
+- Do not spend optimization time on the inpaint master unless a new run shows a concrete advantage over the imported community graph.
 
 ## What still needs proof