From edf083b2c493df386b12abcb7ca58eb6732cecfe Mon Sep 17 00:00:00 2001
From: "russell@unturf.com" <russell@unturf.com>
Date: Tue, 31 Mar 2026 21:55:06 -0400
Subject: [PATCH] openfoam+stella: 5-MOAD scan; openfoam-0002 CWE-407, stella
 CLEAN
MIME-Version: 1.0
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openfoam-0002: CFCFaceToCellStencil::calcCellStencil allGlobalFaces dedup
uses findIndex() O(G) linear scan inside nested forAll(cells)*forAll(faces)
loop. Developer left comment "Note:should use hashset?" — confirmed defect.
Fix: labelHashSet seen replaces findIndex, 77x op-count speedup at C=2000/F=12.

stella: all 5 MOADs CLEAN. BreakpointMap uses unordered_map O(1); TrapArray
uses std::array<uInt8,0x10000> O(1); single-threaded, no credentials, no
thread-local identity, no thundering herd.
---
 defects/openfoam-0002/SCAN-NOTES.md           |  82 ++++++++
 ...oam-0002-cfcfacetocelstencil-hashset.patch | 104 ++++++++++
 .../openfoam-0002/test/OpenFoam0002Test.java  | 184 ++++++++++++++++++
 .../openfoam-0002/unit/OpenFoam0002Test.java  | 184 ++++++++++++++++++
 defects/stella-scan/CLEAN.md                  |  39 ++++
 5 files changed, 593 insertions(+)
 create mode 100644 defects/openfoam-0002/SCAN-NOTES.md
 create mode 100644 defects/openfoam-0002/patch/openfoam-0002-cfcfacetocelstencil-hashset.patch
 create mode 100644 defects/openfoam-0002/test/OpenFoam0002Test.java
 create mode 100644 defects/openfoam-0002/unit/OpenFoam0002Test.java
 create mode 100644 defects/stella-scan/CLEAN.md

diff --git a/defects/openfoam-0002/SCAN-NOTES.md b/defects/openfoam-0002/SCAN-NOTES.md
new file mode 100644
index 000000000..8a374dfcc
--- /dev/null
+++ b/defects/openfoam-0002/SCAN-NOTES.md
@@ -0,0 +1,82 @@
+# openfoam-0002: CFCFaceToCellStencil calcCellStencil allGlobalFaces dedup O(C*F*G)
+
+## Target
+OpenFOAM-dev (https://github.com/OpenFOAM/OpenFOAM-dev)
+
+## File
+`src/finiteVolume/fvMesh/extendedStencil/faceToCell/globalIndexStencils/CFCFaceToCellStencil.C`
+
+## Function
+`Foam::CFCFaceToCellStencil::calcCellStencil(labelListList&)`
+
+## MOAD
+0001 — CWE-407 Algorithmic Complexity
+
+## Severity
+HIGH
+
+## Pattern
+
+```cpp
+DynamicList<label> allGlobalFaces(100);
+
+forAll(globalCellFaces, celli)          // O(C) — all mesh cells
+{
+    allGlobalFaces.clear();
+    // ... add own faces ...
+
+    forAll(cFaces, i)                   // O(F) — faces per cell (~6-12 hex)
+    {
+        const cell& nbrFaces = ...;
+        forAll(nbrFaces, j)             // O(F) — neighbour faces
+        {
+            label nbrGlobalI = ...;
+
+            // Check if already there. Note:should use hashset?
+            if (findIndex(allGlobalFaces, nbrGlobalI) == -1)  // O(G)
+            {
+                allGlobalFaces.append(nbrGlobalI);
+            }
+        }
+    }
+}
+```
+
+`findIndex` is a linear scan over `allGlobalFaces` (a `DynamicList<label>`). Per cell, G grows to O(F + F*F_nbr) = O(F²) face entries. The total complexity is O(C * F² * G) = O(C * F³) vs O(C * F²) with a hash set.
+
+Even the OpenFOAM developers noticed: comment reads **"Note:should use hashset?"** — confirmed defect, never fixed.
+
+## Complexity
+
+| Version | Complexity | At C=1M cells, F=12 |
+|---------|-----------|---------------------|
+| Defective | O(C * F * G), G=O(F²) | ~1.7 billion findIndex calls |
+| Fixed | O(C * F) with O(1) set ops | ~144 million ops |
+| Speedup | ~12x | (theoretical at F=12) |
+
+## Fix
+
+Replace `DynamicList<label> allGlobalFaces` dedup-via-`findIndex` with a `labelHashSet seen` for O(1) membership. `allGlobalFaces` is kept for ordered output.
+
+```cpp
+DynamicList<label> allGlobalFaces(100);
+labelHashSet seen(100);
+
+forAll(globalCellFaces, celli)
+{
+    allGlobalFaces.clear();
+    seen.clear();
+    // ... use seen.insert(globalI) instead of findIndex check ...
+}
+```
+
+## Impact
+
+`CFCFaceToCellStencil` is used to build stencils for extended interpolation schemes (LUST, upwind-biased schemes, limiters) on unstructured meshes. It runs once per mesh load or topology change. For large industrial CFD cases with millions of cells this startup phase can take tens of seconds. Patch eliminates O(F²) factor per cell.
+
+## MOADs 0002-0005
+
+- **0002 Intertangle**: `objectRegistry` is a god object but uses `HashTable` — CLEAN.
+- **0003 Leaked Context**: No thread-local request identity. OpenFOAM uses MPI, not threads. `OFstreamCollator` spawns one background write thread with `std::mutex` — CLEAN.
+- **0004 CWE-312**: No credentials in log streams found. Zoltan parameter logging is config key/value only, not secrets — CLEAN.
+- **0005 Thundering Herd**: Lazy singletons (`unitsDictPtr_`, `dimensionedConstantsDictPtr_`) have no mutex but OpenFOAM is single-threaded (MPI-parallel) — no thundering herd risk — CLEAN.
diff --git a/defects/openfoam-0002/patch/openfoam-0002-cfcfacetocelstencil-hashset.patch b/defects/openfoam-0002/patch/openfoam-0002-cfcfacetocelstencil-hashset.patch
new file mode 100644
index 000000000..8f7f9033b
--- /dev/null
+++ b/defects/openfoam-0002/patch/openfoam-0002-cfcfacetocelstencil-hashset.patch
@@ -0,0 +1,104 @@
+# UNDF:
+--- a/src/finiteVolume/fvMesh/extendedStencil/faceToCell/globalIndexStencils/CFCFaceToCellStencil.C
++++ b/src/finiteVolume/fvMesh/extendedStencil/faceToCell/globalIndexStencils/CFCFaceToCellStencil.C
+@@ -28,6 +28,7 @@ License
+
+ #include "CFCFaceToCellStencil.H"
+ #include "syncTools.H"
++#include "HashSet.H"
+
+ // * * * * * * * * * * * * * Private Member Functions  * * * * * * * * * * * //
+
+@@ -128,37 +129,42 @@ void Foam::CFCFaceToCellStencil::calcCellStencil
+     // Determine faces of cellCells in global numbering
+     // ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+-    DynamicList<label> allGlobalFaces(100);
++    DynamicList<label> allGlobalFaces(100);
++    labelHashSet seen(100);
+
+     globalCellFaces.setSize(mesh().nCells());
+     forAll(globalCellFaces, celli)
+     {
+         const cell& cFaces = mesh().cells()[celli];
+
+         allGlobalFaces.clear();
++        seen.clear();
+
+         // My faces first
+         forAll(cFaces, i)
+         {
+             label facei = cFaces[i];
+
+             if
+             (
+                 mesh().isInternalFace(facei)
+              || validBFace[facei-mesh().nInternalFaces()]
+             )
+             {
+-                allGlobalFaces.append(globalNumbering().toGlobal(facei));
++                label globalI = globalNumbering().toGlobal(facei);
++                if (seen.insert(globalI))
++                {
++                    allGlobalFaces.append(globalI);
++                }
+             }
+         }
+
+         // faces of neighbouring cells second
+         forAll(cFaces, i)
+         {
+             label facei = cFaces[i];
+
+             if (mesh().isInternalFace(facei))
+             {
+                 label nbrCelli = own[facei];
+                 if (nbrCelli == celli)
+                 {
+                     nbrCelli = nei[facei];
+                 }
+                 const cell& nbrFaces = mesh().cells()[nbrCelli];
+
+                 forAll(nbrFaces, j)
+                 {
+                     label nbrFacei = nbrFaces[j];
+
+                     if
+                     (
+                         mesh().isInternalFace(nbrFacei)
+                      || validBFace[nbrFacei-mesh().nInternalFaces()]
+                     )
+                     {
+                         label nbrGlobalI = globalNumbering().toGlobal(nbrFacei);
+
+-                        // Check if already there. Note:should use hashset?
+-                        if (findIndex(allGlobalFaces, nbrGlobalI) == -1)
++                        if (seen.insert(nbrGlobalI))
+                         {
+                             allGlobalFaces.append(nbrGlobalI);
+                         }
+                     }
+                 }
+             }
+             else
+             {
+                 const labelList& nbrGlobalFaces =
+                     neiGlobal[facei-mesh().nInternalFaces()];
+
+                 forAll(nbrGlobalFaces, j)
+                 {
+                     label nbrGlobalI = nbrGlobalFaces[j];
+
+-                    // Check if already there. Note:should use hashset?
+-                    if (findIndex(allGlobalFaces, nbrGlobalI) == -1)
++                    if (seen.insert(nbrGlobalI))
+                     {
+                         allGlobalFaces.append(nbrGlobalI);
+                     }
+                 }
+             }
+         }
+
+         globalCellFaces[celli] = allGlobalFaces;
+     }
+ }
diff --git a/defects/openfoam-0002/test/OpenFoam0002Test.java b/defects/openfoam-0002/test/OpenFoam0002Test.java
new file mode 100644
index 000000000..4c8221d9e
--- /dev/null
+++ b/defects/openfoam-0002/test/OpenFoam0002Test.java
@@ -0,0 +1,184 @@
+/**
+ * CWE-407 unit test for OpenFOAM CFCFaceToCellStencil.C calcCellStencil defect.
+ *
+ * Defect: calcCellStencil() builds per-cell stencils of neighbour face global
+ * indices using findIndex(allGlobalFaces, nbrGlobalI) — an O(G) linear scan —
+ * inside nested forAll loops over cells, cell faces, and neighbour faces.
+ * The developer even left the comment: "Note:should use hashset?"
+ *
+ * Fix: Replace findIndex membership check with a labelHashSet (here: HashSet<Integer>)
+ * giving O(1) dedup per insertion.
+ *
+ * Complexity:
+ *   Defective: O(C * F * G) where G = accumulated global faces per cell, G ~ O(F^2)
+ *   Fixed:     O(C * F) with O(1) set insertion
+ *
+ * At C=1M cells, F=12 faces: ~12x theoretical speedup.
+ */
+import java.util.*;
+
+public class OpenFoam0002Test {
+
+    /**
+     * Defective pattern: ArrayList dedup via contains() = O(G) per check.
+     * Returns operation count as proxy for work done.
+     */
+    static long calcCellStencilDefective(int nCells, int facesPerCell) {
+        long ops = 0;
+        List<Integer> allGlobalFaces = new ArrayList<>();
+
+        for (int celli = 0; celli < nCells; celli++) {
+            allGlobalFaces.clear();
+
+            // My faces
+            for (int i = 0; i < facesPerCell; i++) {
+                int globalI = celli * facesPerCell + i;
+                allGlobalFaces.add(globalI);
+                ops++;
+            }
+
+            // Neighbour faces — each face shares a neighbour cell
+            for (int i = 0; i < facesPerCell; i++) {
+                int nbrCelli = (celli + i + 1) % nCells;
+                for (int j = 0; j < facesPerCell; j++) {
+                    int nbrGlobalI = nbrCelli * facesPerCell + j;
+                    ops += allGlobalFaces.size(); // O(G) linear scan
+                    if (!allGlobalFaces.contains(nbrGlobalI)) {
+                        allGlobalFaces.add(nbrGlobalI);
+                    }
+                }
+            }
+        }
+        return ops;
+    }
+
+    /**
+     * Fixed pattern: HashSet for O(1) dedup, keep ordered list for output.
+     * Returns operation count.
+     */
+    static long calcCellStencilFixed(int nCells, int facesPerCell) {
+        long ops = 0;
+        List<Integer> allGlobalFaces = new ArrayList<>();
+        Set<Integer> seen = new HashSet<>();
+
+        for (int celli = 0; celli < nCells; celli++) {
+            allGlobalFaces.clear();
+            seen.clear();
+
+            // My faces
+            for (int i = 0; i < facesPerCell; i++) {
+                int globalI = celli * facesPerCell + i;
+                ops++;
+                if (seen.add(globalI)) {
+                    allGlobalFaces.add(globalI);
+                }
+            }
+
+            // Neighbour faces
+            for (int i = 0; i < facesPerCell; i++) {
+                int nbrCelli = (celli + i + 1) % nCells;
+                for (int j = 0; j < facesPerCell; j++) {
+                    int nbrGlobalI = nbrCelli * facesPerCell + j;
+                    ops++; // O(1) hash set check
+                    if (seen.add(nbrGlobalI)) {
+                        allGlobalFaces.add(nbrGlobalI);
+                    }
+                }
+            }
+        }
+        return ops;
+    }
+
+    /**
+     * Verify both versions produce identical stencil sets for a small mesh.
+     */
+    static boolean verifyCorrectness(int nCells, int facesPerCell) {
+        // Run both and collect results
+        List<Set<Integer>> defResult = new ArrayList<>();
+        List<Integer> allGlobalFacesDef = new ArrayList<>();
+        for (int celli = 0; celli < nCells; celli++) {
+            allGlobalFacesDef.clear();
+            for (int i = 0; i < facesPerCell; i++) {
+                allGlobalFacesDef.add(celli * facesPerCell + i);
+            }
+            for (int i = 0; i < facesPerCell; i++) {
+                int nbrCelli = (celli + i + 1) % nCells;
+                for (int j = 0; j < facesPerCell; j++) {
+                    int g = nbrCelli * facesPerCell + j;
+                    if (!allGlobalFacesDef.contains(g)) allGlobalFacesDef.add(g);
+                }
+            }
+            defResult.add(new HashSet<>(allGlobalFacesDef));
+        }
+
+        List<Set<Integer>> fixResult = new ArrayList<>();
+        List<Integer> allGlobalFacesFix = new ArrayList<>();
+        Set<Integer> seen = new HashSet<>();
+        for (int celli = 0; celli < nCells; celli++) {
+            allGlobalFacesFix.clear();
+            seen.clear();
+            for (int i = 0; i < facesPerCell; i++) {
+                int g = celli * facesPerCell + i;
+                if (seen.add(g)) allGlobalFacesFix.add(g);
+            }
+            for (int i = 0; i < facesPerCell; i++) {
+                int nbrCelli = (celli + i + 1) % nCells;
+                for (int j = 0; j < facesPerCell; j++) {
+                    int g = nbrCelli * facesPerCell + j;
+                    if (seen.add(g)) allGlobalFacesFix.add(g);
+                }
+            }
+            fixResult.add(new HashSet<>(allGlobalFacesFix));
+        }
+
+        for (int i = 0; i < nCells; i++) {
+            if (!defResult.get(i).equals(fixResult.get(i))) {
+                System.err.println("MISMATCH at cell " + i);
+                return false;
+            }
+        }
+        return true;
+    }
+
+    public static void main(String[] args) {
+        System.out.println("=== OpenFOAM CFCFaceToCellStencil calcCellStencil Dedup Test ===");
+
+        // Correctness check on small mesh
+        boolean correct = verifyCorrectness(20, 6);
+        System.out.println("Correctness (nCells=20, F=6): " + (correct ? "PASS" : "FAIL"));
+        if (!correct) System.exit(1);
+
+        // Performance: C=2000 cells, F=12 faces-per-cell (typical hex mesh)
+        int nCells = 2000;
+        int facesPerCell = 12;
+
+        long defOps = calcCellStencilDefective(nCells, facesPerCell);
+        long fixOps = calcCellStencilFixed(nCells, facesPerCell);
+
+        double ratio = (double) defOps / fixOps;
+
+        System.out.println("Cells: " + nCells + ", faces-per-cell: " + facesPerCell);
+        System.out.println("Defective op-count: " + defOps);
+        System.out.println("Fixed op-count:     " + fixOps);
+        System.out.printf ("Ratio (defective/fixed): %.1fx%n", ratio);
+
+        // Wall-clock timing
+        long t0 = System.nanoTime();
+        for (int r = 0; r < 3; r++) calcCellStencilDefective(nCells, facesPerCell);
+        long defMs = (System.nanoTime() - t0) / 1_000_000 / 3;
+
+        long t1 = System.nanoTime();
+        for (int r = 0; r < 3; r++) calcCellStencilFixed(nCells, facesPerCell);
+        long fixMs = (System.nanoTime() - t1) / 1_000_000 / 3;
+
+        double wallRatio = defMs > 0 && fixMs > 0 ? (double) defMs / fixMs : ratio;
+        System.out.printf("Wall time — defective: %dms  fixed: %dms  ratio: %.1fx%n",
+            defMs, fixMs, wallRatio);
+
+        boolean pass = ratio >= 5.0;
+        System.out.println("RESULT: " + (pass ? "PASS" : "FAIL")
+            + " (op-count ratio >= 5.0 required)");
+
+        if (!pass) System.exit(1);
+    }
+}
diff --git a/defects/openfoam-0002/unit/OpenFoam0002Test.java b/defects/openfoam-0002/unit/OpenFoam0002Test.java
new file mode 100644
index 000000000..4c8221d9e
--- /dev/null
+++ b/defects/openfoam-0002/unit/OpenFoam0002Test.java
@@ -0,0 +1,184 @@
+/**
+ * CWE-407 unit test for OpenFOAM CFCFaceToCellStencil.C calcCellStencil defect.
+ *
+ * Defect: calcCellStencil() builds per-cell stencils of neighbour face global
+ * indices using findIndex(allGlobalFaces, nbrGlobalI) — an O(G) linear scan —
+ * inside nested forAll loops over cells, cell faces, and neighbour faces.
+ * The developer even left the comment: "Note:should use hashset?"
+ *
+ * Fix: Replace findIndex membership check with a labelHashSet (here: HashSet<Integer>)
+ * giving O(1) dedup per insertion.
+ *
+ * Complexity:
+ *   Defective: O(C * F * G) where G = accumulated global faces per cell, G ~ O(F^2)
+ *   Fixed:     O(C * F) with O(1) set insertion
+ *
+ * At C=1M cells, F=12 faces: ~12x theoretical speedup.
+ */
+import java.util.*;
+
+public class OpenFoam0002Test {
+
+    /**
+     * Defective pattern: ArrayList dedup via contains() = O(G) per check.
+     * Returns operation count as proxy for work done.
+     */
+    static long calcCellStencilDefective(int nCells, int facesPerCell) {
+        long ops = 0;
+        List<Integer> allGlobalFaces = new ArrayList<>();
+
+        for (int celli = 0; celli < nCells; celli++) {
+            allGlobalFaces.clear();
+
+            // My faces
+            for (int i = 0; i < facesPerCell; i++) {
+                int globalI = celli * facesPerCell + i;
+                allGlobalFaces.add(globalI);
+                ops++;
+            }
+
+            // Neighbour faces — each face shares a neighbour cell
+            for (int i = 0; i < facesPerCell; i++) {
+                int nbrCelli = (celli + i + 1) % nCells;
+                for (int j = 0; j < facesPerCell; j++) {
+                    int nbrGlobalI = nbrCelli * facesPerCell + j;
+                    ops += allGlobalFaces.size(); // O(G) linear scan
+                    if (!allGlobalFaces.contains(nbrGlobalI)) {
+                        allGlobalFaces.add(nbrGlobalI);
+                    }
+                }
+            }
+        }
+        return ops;
+    }
+
+    /**
+     * Fixed pattern: HashSet for O(1) dedup, keep ordered list for output.
+     * Returns operation count.
+     */
+    static long calcCellStencilFixed(int nCells, int facesPerCell) {
+        long ops = 0;
+        List<Integer> allGlobalFaces = new ArrayList<>();
+        Set<Integer> seen = new HashSet<>();
+
+        for (int celli = 0; celli < nCells; celli++) {
+            allGlobalFaces.clear();
+            seen.clear();
+
+            // My faces
+            for (int i = 0; i < facesPerCell; i++) {
+                int globalI = celli * facesPerCell + i;
+                ops++;
+                if (seen.add(globalI)) {
+                    allGlobalFaces.add(globalI);
+                }
+            }
+
+            // Neighbour faces
+            for (int i = 0; i < facesPerCell; i++) {
+                int nbrCelli = (celli + i + 1) % nCells;
+                for (int j = 0; j < facesPerCell; j++) {
+                    int nbrGlobalI = nbrCelli * facesPerCell + j;
+                    ops++; // O(1) hash set check
+                    if (seen.add(nbrGlobalI)) {
+                        allGlobalFaces.add(nbrGlobalI);
+                    }
+                }
+            }
+        }
+        return ops;
+    }
+
+    /**
+     * Verify both versions produce identical stencil sets for a small mesh.
+     */
+    static boolean verifyCorrectness(int nCells, int facesPerCell) {
+        // Run both and collect results
+        List<Set<Integer>> defResult = new ArrayList<>();
+        List<Integer> allGlobalFacesDef = new ArrayList<>();
+        for (int celli = 0; celli < nCells; celli++) {
+            allGlobalFacesDef.clear();
+            for (int i = 0; i < facesPerCell; i++) {
+                allGlobalFacesDef.add(celli * facesPerCell + i);
+            }
+            for (int i = 0; i < facesPerCell; i++) {
+                int nbrCelli = (celli + i + 1) % nCells;
+                for (int j = 0; j < facesPerCell; j++) {
+                    int g = nbrCelli * facesPerCell + j;
+                    if (!allGlobalFacesDef.contains(g)) allGlobalFacesDef.add(g);
+                }
+            }
+            defResult.add(new HashSet<>(allGlobalFacesDef));
+        }
+
+        List<Set<Integer>> fixResult = new ArrayList<>();
+        List<Integer> allGlobalFacesFix = new ArrayList<>();
+        Set<Integer> seen = new HashSet<>();
+        for (int celli = 0; celli < nCells; celli++) {
+            allGlobalFacesFix.clear();
+            seen.clear();
+            for (int i = 0; i < facesPerCell; i++) {
+                int g = celli * facesPerCell + i;
+                if (seen.add(g)) allGlobalFacesFix.add(g);
+            }
+            for (int i = 0; i < facesPerCell; i++) {
+                int nbrCelli = (celli + i + 1) % nCells;
+                for (int j = 0; j < facesPerCell; j++) {
+                    int g = nbrCelli * facesPerCell + j;
+                    if (seen.add(g)) allGlobalFacesFix.add(g);
+                }
+            }
+            fixResult.add(new HashSet<>(allGlobalFacesFix));
+        }
+
+        for (int i = 0; i < nCells; i++) {
+            if (!defResult.get(i).equals(fixResult.get(i))) {
+                System.err.println("MISMATCH at cell " + i);
+                return false;
+            }
+        }
+        return true;
+    }
+
+    public static void main(String[] args) {
+        System.out.println("=== OpenFOAM CFCFaceToCellStencil calcCellStencil Dedup Test ===");
+
+        // Correctness check on small mesh
+        boolean correct = verifyCorrectness(20, 6);
+        System.out.println("Correctness (nCells=20, F=6): " + (correct ? "PASS" : "FAIL"));
+        if (!correct) System.exit(1);
+
+        // Performance: C=2000 cells, F=12 faces-per-cell (typical hex mesh)
+        int nCells = 2000;
+        int facesPerCell = 12;
+
+        long defOps = calcCellStencilDefective(nCells, facesPerCell);
+        long fixOps = calcCellStencilFixed(nCells, facesPerCell);
+
+        double ratio = (double) defOps / fixOps;
+
+        System.out.println("Cells: " + nCells + ", faces-per-cell: " + facesPerCell);
+        System.out.println("Defective op-count: " + defOps);
+        System.out.println("Fixed op-count:     " + fixOps);
+        System.out.printf ("Ratio (defective/fixed): %.1fx%n", ratio);
+
+        // Wall-clock timing
+        long t0 = System.nanoTime();
+        for (int r = 0; r < 3; r++) calcCellStencilDefective(nCells, facesPerCell);
+        long defMs = (System.nanoTime() - t0) / 1_000_000 / 3;
+
+        long t1 = System.nanoTime();
+        for (int r = 0; r < 3; r++) calcCellStencilFixed(nCells, facesPerCell);
+        long fixMs = (System.nanoTime() - t1) / 1_000_000 / 3;
+
+        double wallRatio = defMs > 0 && fixMs > 0 ? (double) defMs / fixMs : ratio;
+        System.out.printf("Wall time — defective: %dms  fixed: %dms  ratio: %.1fx%n",
+            defMs, fixMs, wallRatio);
+
+        boolean pass = ratio >= 5.0;
+        System.out.println("RESULT: " + (pass ? "PASS" : "FAIL")
+            + " (op-count ratio >= 5.0 required)");
+
+        if (!pass) System.exit(1);
+    }
+}
diff --git a/defects/stella-scan/CLEAN.md b/defects/stella-scan/CLEAN.md
new file mode 100644
index 000000000..b67dc90ae
--- /dev/null
+++ b/defects/stella-scan/CLEAN.md
@@ -0,0 +1,39 @@
+# Stella (Atari 2600 Emulator) — 5-MOAD Scan
+
+Target: https://github.com/stella-emu/stella
+Scan date: 2026-03-31
+
+## MOAD-0001 — CWE-407 Algorithmic Complexity: CLEAN
+
+Our hot paths were the primary concern for a cycle-accurate emulator running at 1.19 MHz.
+
+**BreakpointMap** (`src/debugger/BreakpointMap.hxx`): Uses `std::unordered_map<Breakpoint, uInt32, BreakpointHash>` — O(1) lookup per CPU instruction. CLEAN.
+
+**TrapArray** (`src/debugger/TrapArray.hxx`): Uses `std::array<uInt8, 0x10000>` — O(1) direct address index. CLEAN.
+
+**TIA dispatch** (`src/emucore/tia/`): No linear scan in cycle dispatch. CLEAN.
+
+**Watchpoints** (`src/debugger/DebuggerParser.cxx`): `myWatches` is a `StringList` iterated in `showWatches()` — only called on debugger step (interactive), not per CPU instruction. Bounded watch count (user-set). CLEAN.
+
+No O(N) container scan found inside our per-instruction or per-cycle execution paths.
+
+## MOAD-0002 — Intertangle / God Object: CLEAN
+
+`OSystem` aggregates console, settings, sound, and video — classic god object shape.
+However, all subsystems are accessed via typed references with clear ownership. No shared mutable global state shared across independent subsystems. CLEAN.
+
+## MOAD-0003 — Leaked Context / ThreadLocal: CLEAN
+
+Stella is single-threaded. No `thread_local`, no `ThreadLocal`, no `pthread_key_*`. CLEAN.
+
+## MOAD-0004 — CWE-312 Credentials in Logs: CLEAN
+
+Stella is an offline emulator with no network connectivity, no authentication, no credential handling. No log paths found containing passwords, tokens, or keys. CLEAN.
+
+## MOAD-0005 — Thundering Herd: CLEAN
+
+Stella is single-threaded. No concurrent cache initialization patterns. CLEAN.
+
+## Summary
+
+All 5 MOADs: **CLEAN**