feat(solver): KCSolve solver addon with assembly integration (#289)

Adds the Kindred constraint solver as a pluggable Assembly workbench
backend, covering phases 3d through 5 of the solver roadmap.

Phase 3d: SolveContext packing
- Pack/unpack SolveContext into .kc archive on document save

Solver addon (mods/solver):
- Phase 1: Expression DAG, Newton-Raphson + BFGS, 3 basic constraints
- Phase 2: Full constraint vocabulary — all 24 BaseJointKind types
- Phase 3: Graph decomposition for cluster-by-cluster solving
- Phase 4: Per-entity DOF diagnostics, overconstrained detection,
  half-space preference tracking, minimum-movement weighting
- Phase 5: _build_system extraction, diagnose(), drag protocol,
  joint limits warning

Assembly workbench integration:
- Preference-driven solver selection (reads Mod/Assembly/Solver param)
- Solver backend combo box in Assembly preferences UI
- resetSolver() on AssemblyObject for live preference switching
- Integration tests (TestKindredSolverIntegration.py)
- In-client console test script (console_test_phase5.py)

.gitmodules

@@ -18,3 +18,7 @@
 	path = mods/silo
 	url = https://git.kindred-systems.com/kindred/silo-mod.git
 	branch = main
+[submodule "mods/solver"]
+	path = mods/solver
+	url = https://git.kindred-systems.com/kindred/solver.git
+	branch = main

src/Mod/Assembly/App/AssemblyObject.cpp

@@ -144,14 +144,39 @@ void AssemblyObject::onChanged(const App::Property* prop)
 
 // ── Solver integration ─────────────────────────────────────────────
 
+void AssemblyObject::resetSolver()
+{
+    solver_.reset();
+}
+
 KCSolve::IKCSolver* AssemblyObject::getOrCreateSolver()
 {
     if (!solver_) {
-        solver_ = KCSolve::SolverRegistry::instance().get("ondsel");
+        ParameterGrp::handle hGrp = App::GetApplication().GetParameterGroupByPath(
+            "User parameter:BaseApp/Preferences/Mod/Assembly");
+        std::string solverName = hGrp->GetASCII("Solver", "");
+        solver_ = KCSolve::SolverRegistry::instance().get(solverName);
+        // get("") returns the registry default (first registered solver)
     }
     return solver_.get();
 }
 
+KCSolve::SolveContext AssemblyObject::getSolveContext()
+{
+    partIdToObjs_.clear();
+    objToPartId_.clear();
+
+    auto groundedObjs = getGroundedParts();
+    if (groundedObjs.empty()) {
+        return {};
+    }
+
+    std::vector<App::DocumentObject*> joints = getJoints(false);
+    removeUnconnectedJoints(joints, groundedObjs);
+
+    return buildSolveContext(joints);
+}
+
 int AssemblyObject::solve(bool enableRedo, bool updateJCS)
 {
     ensureIdentityPlacements();

src/Mod/Assembly/App/AssemblyObject.h

@@ -98,10 +98,15 @@ public:
     void postDrag();
     void savePlacementsForUndo();
     void undoSolve();
+    void resetSolver();
     void clearUndo();
 
     void exportAsASMT(std::string fileName);
 
+    /// Build the assembly constraint graph without solving.
+    /// Returns an empty SolveContext if no parts are grounded.
+    KCSolve::SolveContext getSolveContext();
+
     bool validateNewPlacements();
     void setNewPlacements();
     static void redrawJointPlacements(std::vector<App::DocumentObject*> joints);

src/Mod/Assembly/App/AssemblyObject.pyi

@@ -4,10 +4,9 @@ from __future__ import annotations
 
 from typing import Any, Final
 
-from Base.Metadata import constmethod, export
-
-from App.Part import Part
 from App.DocumentObject import DocumentObject
+from App.Part import Part
+from Base.Metadata import constmethod, export
 
 @export(Include="Mod/Assembly/App/AssemblyObject.h", Namespace="Assembly")
 class AssemblyObject(Part):
@@ -119,7 +118,9 @@ class AssemblyObject(Part):
         ...
 
     @constmethod
-    def isJointConnectingPartToGround(self, joint: DocumentObject, prop_name: str, /) -> Any:
+    def isJointConnectingPartToGround(
+        self, joint: DocumentObject, prop_name: str, /
+    ) -> Any:
         """
         Check if a joint is connecting a part to the ground.
 
@@ -153,6 +154,16 @@ class AssemblyObject(Part):
         """
         ...
 
+    @constmethod
+    def getSolveContext(self) -> dict:
+        """Build the assembly constraint graph as a serializable dict.
+
+        Returns a dict matching kcsolve.SolveContext.to_dict() format,
+        or an empty dict if the assembly has no grounded parts.
+        Does NOT trigger a solve.
+        """
+        ...
+
     @constmethod
     def getDownstreamParts(
         self, start_part: DocumentObject, joint_to_ignore: DocumentObject, /

src/Mod/Assembly/App/AssemblyObjectPyImp.cpp

@@ -21,13 +21,161 @@
  *                                                                          *
  ***************************************************************************/
 
-
+ 
-// inclusion of the generated files (generated out of AssemblyObject.xml)
+ // inclusion of the generated files (generated out of AssemblyObject.xml)
 #include "AssemblyObjectPy.h"
 #include "AssemblyObjectPy.cpp"
 
+#include <Mod/Assembly/Solver/SolverRegistry.h>
+
 using namespace Assembly;
 
+namespace
+{
+
+// ── Enum-to-string tables for dict serialization ───────────────────
+// String values must match kcsolve_py.cpp py::enum_ .value() names exactly.
+
+const char* baseJointKindStr(KCSolve::BaseJointKind k)
+{
+    switch (k) {
+        case KCSolve::BaseJointKind::Coincident:         return "Coincident";
+        case KCSolve::BaseJointKind::PointOnLine:        return "PointOnLine";
+        case KCSolve::BaseJointKind::PointInPlane:       return "PointInPlane";
+        case KCSolve::BaseJointKind::Concentric:         return "Concentric";
+        case KCSolve::BaseJointKind::Tangent:            return "Tangent";
+        case KCSolve::BaseJointKind::Planar:             return "Planar";
+        case KCSolve::BaseJointKind::LineInPlane:        return "LineInPlane";
+        case KCSolve::BaseJointKind::Parallel:           return "Parallel";
+        case KCSolve::BaseJointKind::Perpendicular:      return "Perpendicular";
+        case KCSolve::BaseJointKind::Angle:              return "Angle";
+        case KCSolve::BaseJointKind::Fixed:              return "Fixed";
+        case KCSolve::BaseJointKind::Revolute:           return "Revolute";
+        case KCSolve::BaseJointKind::Cylindrical:        return "Cylindrical";
+        case KCSolve::BaseJointKind::Slider:             return "Slider";
+        case KCSolve::BaseJointKind::Ball:               return "Ball";
+        case KCSolve::BaseJointKind::Screw:              return "Screw";
+        case KCSolve::BaseJointKind::Universal:          return "Universal";
+        case KCSolve::BaseJointKind::Gear:               return "Gear";
+        case KCSolve::BaseJointKind::RackPinion:         return "RackPinion";
+        case KCSolve::BaseJointKind::Cam:                return "Cam";
+        case KCSolve::BaseJointKind::Slot:               return "Slot";
+        case KCSolve::BaseJointKind::DistancePointPoint: return "DistancePointPoint";
+        case KCSolve::BaseJointKind::DistanceCylSph:     return "DistanceCylSph";
+        case KCSolve::BaseJointKind::Custom:             return "Custom";
+    }
+    return "Custom";
+}
+
+const char* limitKindStr(KCSolve::Constraint::Limit::Kind k)
+{
+    switch (k) {
+        case KCSolve::Constraint::Limit::Kind::TranslationMin: return "TranslationMin";
+        case KCSolve::Constraint::Limit::Kind::TranslationMax: return "TranslationMax";
+        case KCSolve::Constraint::Limit::Kind::RotationMin:    return "RotationMin";
+        case KCSolve::Constraint::Limit::Kind::RotationMax:    return "RotationMax";
+    }
+    return "TranslationMin";
+}
+
+const char* motionKindStr(KCSolve::MotionDef::Kind k)
+{
+    switch (k) {
+        case KCSolve::MotionDef::Kind::Rotational:    return "Rotational";
+        case KCSolve::MotionDef::Kind::Translational: return "Translational";
+        case KCSolve::MotionDef::Kind::General:       return "General";
+    }
+    return "Rotational";
+}
+
+// ── Python dict builders ───────────────────────────────────────────
+// Layout matches solve_context_to_dict() in kcsolve_py.cpp exactly.
+
+Py::Dict transformToDict(const KCSolve::Transform& t)
+{
+    Py::Dict d;
+    d.setItem("position", Py::TupleN(
+        Py::Float(t.position[0]),
+        Py::Float(t.position[1]),
+        Py::Float(t.position[2])));
+    d.setItem("quaternion", Py::TupleN(
+        Py::Float(t.quaternion[0]),
+        Py::Float(t.quaternion[1]),
+        Py::Float(t.quaternion[2]),
+        Py::Float(t.quaternion[3])));
+    return d;
+}
+
+Py::Dict partToDict(const KCSolve::Part& p)
+{
+    Py::Dict d;
+    d.setItem("id", Py::String(p.id));
+    d.setItem("placement", transformToDict(p.placement));
+    d.setItem("mass", Py::Float(p.mass));
+    d.setItem("grounded", Py::Boolean(p.grounded));
+    return d;
+}
+
+Py::Dict limitToDict(const KCSolve::Constraint::Limit& lim)
+{
+    Py::Dict d;
+    d.setItem("kind", Py::String(limitKindStr(lim.kind)));
+    d.setItem("value", Py::Float(lim.value));
+    d.setItem("tolerance", Py::Float(lim.tolerance));
+    return d;
+}
+
+Py::Dict constraintToDict(const KCSolve::Constraint& c)
+{
+    Py::Dict d;
+    d.setItem("id", Py::String(c.id));
+    d.setItem("part_i", Py::String(c.part_i));
+    d.setItem("marker_i", transformToDict(c.marker_i));
+    d.setItem("part_j", Py::String(c.part_j));
+    d.setItem("marker_j", transformToDict(c.marker_j));
+    d.setItem("type", Py::String(baseJointKindStr(c.type)));
+
+    Py::List params;
+    for (double v : c.params) {
+        params.append(Py::Float(v));
+    }
+    d.setItem("params", params);
+
+    Py::List lims;
+    for (const auto& l : c.limits) {
+        lims.append(limitToDict(l));
+    }
+    d.setItem("limits", lims);
+    d.setItem("activated", Py::Boolean(c.activated));
+    return d;
+}
+
+Py::Dict motionToDict(const KCSolve::MotionDef& m)
+{
+    Py::Dict d;
+    d.setItem("kind", Py::String(motionKindStr(m.kind)));
+    d.setItem("joint_id", Py::String(m.joint_id));
+    d.setItem("marker_i", Py::String(m.marker_i));
+    d.setItem("marker_j", Py::String(m.marker_j));
+    d.setItem("rotation_expr", Py::String(m.rotation_expr));
+    d.setItem("translation_expr", Py::String(m.translation_expr));
+    return d;
+}
+
+Py::Dict simToDict(const KCSolve::SimulationParams& s)
+{
+    Py::Dict d;
+    d.setItem("t_start", Py::Float(s.t_start));
+    d.setItem("t_end", Py::Float(s.t_end));
+    d.setItem("h_out", Py::Float(s.h_out));
+    d.setItem("h_min", Py::Float(s.h_min));
+    d.setItem("h_max", Py::Float(s.h_max));
+    d.setItem("error_tol", Py::Float(s.error_tol));
+    return d;
+}
+
+}  // anonymous namespace
+
 // returns a string which represents the object e.g. when printed in python
 std::string AssemblyObjectPy::representation() const
 {
@@ -243,3 +391,52 @@ PyObject* AssemblyObjectPy::getDownstreamParts(PyObject* args) const
 
     return Py::new_reference_to(ret);
 }
+
+PyObject* AssemblyObjectPy::getSolveContext(PyObject* args) const
+{
+    if (!PyArg_ParseTuple(args, "")) {
+        return nullptr;
+    }
+    PY_TRY
+    {
+        KCSolve::SolveContext ctx = getAssemblyObjectPtr()->getSolveContext();
+
+        // Empty context (no grounded parts) → return empty dict
+        if (ctx.parts.empty()) {
+            return Py::new_reference_to(Py::Dict());
+        }
+
+        Py::Dict d;
+        d.setItem("api_version", Py::Long(KCSolve::API_VERSION_MAJOR));
+
+        Py::List parts;
+        for (const auto& p : ctx.parts) {
+            parts.append(partToDict(p));
+        }
+        d.setItem("parts", parts);
+
+        Py::List constraints;
+        for (const auto& c : ctx.constraints) {
+            constraints.append(constraintToDict(c));
+        }
+        d.setItem("constraints", constraints);
+
+        Py::List motions;
+        for (const auto& m : ctx.motions) {
+            motions.append(motionToDict(m));
+        }
+        d.setItem("motions", motions);
+
+        if (ctx.simulation.has_value()) {
+            d.setItem("simulation", simToDict(*ctx.simulation));
+        }
+        else {
+            d.setItem("simulation", Py::None());
+        }
+
+        d.setItem("bundle_fixed", Py::Boolean(ctx.bundle_fixed));
+
+        return Py::new_reference_to(d);
+    }
+    PY_CATCH;
+}

src/Mod/Assembly/AssemblyTests/TestKindredSolverIntegration.py

@@ -0,0 +1,180 @@
+# SPDX-License-Identifier: LGPL-2.1-or-later
+# /****************************************************************************
+#                                                                           *
+#    Copyright (c) 2025 Kindred Systems <development@kindred-systems.com>   *
+#                                                                           *
+#    This file is part of FreeCAD.                                          *
+#                                                                           *
+#    FreeCAD is free software: you can redistribute it and/or modify it     *
+#    under the terms of the GNU Lesser General Public License as            *
+#    published by the Free Software Foundation, either version 2.1 of the   *
+#    License, or (at your option) any later version.                        *
+#                                                                           *
+#    FreeCAD is distributed in the hope that it will be useful, but         *
+#    WITHOUT ANY WARRANTY; without even the implied warranty of             *
+#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU       *
+#    Lesser General Public License for more details.                        *
+#                                                                           *
+#    You should have received a copy of the GNU Lesser General Public       *
+#    License along with FreeCAD. If not, see                                *
+#    <https://www.gnu.org/licenses/>.                                       *
+#                                                                           *
+# ***************************************************************************/
+
+"""
+Integration tests for the Kindred solver backend.
+
+These tests mirror TestSolverIntegration but force the solver preference
+to "kindred" so the full pipeline (AssemblyObject → IKCSolver →
+KindredSolver) is exercised.
+"""
+
+import unittest
+
+import FreeCAD as App
+import JointObject
+
+
+def _pref():
+    return App.ParamGet("User parameter:BaseApp/Preferences/Mod/Assembly")
+
+
+class TestKindredSolverIntegration(unittest.TestCase):
+    """Full-stack solver tests using the Kindred (Newton-Raphson) backend."""
+
+    def setUp(self):
+        # Force the kindred solver backend
+        self._prev_solver = _pref().GetString("Solver", "")
+        _pref().SetString("Solver", "kindred")
+
+        doc_name = self.__class__.__name__
+        if App.ActiveDocument:
+            if App.ActiveDocument.Name != doc_name:
+                App.newDocument(doc_name)
+        else:
+            App.newDocument(doc_name)
+        App.setActiveDocument(doc_name)
+        self.doc = App.ActiveDocument
+
+        self.assembly = self.doc.addObject("Assembly::AssemblyObject", "Assembly")
+        # Reset the solver so it picks up the new preference
+        self.assembly.resetSolver()
+        self.jointgroup = self.assembly.newObject("Assembly::JointGroup", "Joints")
+
+    def tearDown(self):
+        App.closeDocument(self.doc.Name)
+        _pref().SetString("Solver", self._prev_solver)
+
+    # ── Helpers ─────────────────────────────────────────────────────
+
+    def _make_box(self, x=0, y=0, z=0, size=10):
+        box = self.assembly.newObject("Part::Box", "Box")
+        box.Length = size
+        box.Width = size
+        box.Height = size
+        box.Placement = App.Placement(App.Vector(x, y, z), App.Rotation())
+        return box
+
+    def _ground(self, obj):
+        gnd = self.jointgroup.newObject("App::FeaturePython", "GroundedJoint")
+        JointObject.GroundedJoint(gnd, obj)
+        return gnd
+
+    def _make_joint(self, joint_type, ref1, ref2):
+        joint = self.jointgroup.newObject("App::FeaturePython", "Joint")
+        JointObject.Joint(joint, joint_type)
+        refs = [
+            [ref1[0], ref1[1]],
+            [ref2[0], ref2[1]],
+        ]
+        joint.Proxy.setJointConnectors(joint, refs)
+        return joint
+
+    # ── Tests ───────────────────────────────────────────────────────
+
+    def test_solve_fixed_joint(self):
+        """Two boxes + grounded + fixed joint -> placements match."""
+        box1 = self._make_box(10, 20, 30)
+        box2 = self._make_box(40, 50, 60)
+        self._ground(box2)
+
+        self._make_joint(
+            0,
+            [box2, ["Face6", "Vertex7"]],
+            [box1, ["Face6", "Vertex7"]],
+        )
+
+        self.assertTrue(
+            box1.Placement.isSame(box2.Placement, 1e-6),
+            "Fixed joint: box1 should match box2 placement",
+        )
+
+    def test_solve_revolute_joint(self):
+        """Two boxes + grounded + revolute joint -> solve succeeds."""
+        box1 = self._make_box(0, 0, 0)
+        box2 = self._make_box(100, 0, 0)
+        self._ground(box1)
+
+        self._make_joint(
+            1,
+            [box1, ["Face6", "Vertex7"]],
+            [box2, ["Face6", "Vertex7"]],
+        )
+
+        result = self.assembly.solve()
+        self.assertEqual(result, 0, "Revolute joint solve should succeed")
+
+    def test_solve_returns_code_for_no_ground(self):
+        """Assembly with no grounded parts -> solve returns -6."""
+        box1 = self._make_box(0, 0, 0)
+        box2 = self._make_box(50, 0, 0)
+
+        joint = self.jointgroup.newObject("App::FeaturePython", "Joint")
+        JointObject.Joint(joint, 0)
+        refs = [
+            [box1, ["Face6", "Vertex7"]],
+            [box2, ["Face6", "Vertex7"]],
+        ]
+        joint.Proxy.setJointConnectors(joint, refs)
+
+        result = self.assembly.solve()
+        self.assertEqual(result, -6, "No grounded parts should return -6")
+
+    def test_solve_dof_reporting(self):
+        """Revolute joint -> DOF = 1."""
+        box1 = self._make_box(0, 0, 0)
+        box2 = self._make_box(100, 0, 0)
+        self._ground(box1)
+
+        self._make_joint(
+            1,
+            [box1, ["Face6", "Vertex7"]],
+            [box2, ["Face6", "Vertex7"]],
+        )
+
+        self.assembly.solve()
+        dof = self.assembly.getLastDoF()
+        self.assertEqual(dof, 1, "Revolute joint should leave 1 DOF")
+
+    def test_solve_stability(self):
+        """Solving twice produces identical placements."""
+        box1 = self._make_box(10, 20, 30)
+        box2 = self._make_box(40, 50, 60)
+        self._ground(box2)
+
+        self._make_joint(
+            0,
+            [box2, ["Face6", "Vertex7"]],
+            [box1, ["Face6", "Vertex7"]],
+        )
+
+        self.assembly.solve()
+        plc_first = App.Placement(box1.Placement)
+
+        self.assembly.solve()
+        plc_second = box1.Placement
+
+        self.assertTrue(
+            plc_first.isSame(plc_second, 1e-6),
+            "Deterministic solver should produce identical results",
+        )

src/Mod/Assembly/CMakeLists.txt

@@ -58,6 +58,7 @@ SET(AssemblyTests_SRCS
     AssemblyTests/TestCore.py
     AssemblyTests/TestCommandInsertLink.py
     AssemblyTests/TestSolverIntegration.py
+    AssemblyTests/TestKindredSolverIntegration.py
     AssemblyTests/TestKCSolvePy.py
     AssemblyTests/mocks/__init__.py
     AssemblyTests/mocks/MockGui.py

src/Mod/Assembly/Gui/Resources/preferences/Assembly.ui

@@ -84,6 +84,20 @@ The files are named "runPreDrag.asmt" and "dragging.log" and are located in the
     </spacer>
    </item>
    <item row="3" column="0">
+    <widget class="QLabel" name="solverBackendLabel">
+     <property name="text">
+      <string>Solver backend</string>
+     </property>
+    </widget>
+   </item>
+   <item row="3" column="1">
+    <widget class="QComboBox" name="solverBackend">
+     <property name="toolTip">
+      <string>Select the constraint solver used for assembly solving</string>
+     </property>
+    </widget>
+   </item>
+   <item row="4" column="0">
     <spacer name="verticalSpacer">
      <property name="orientation">
       <enum>Qt::Vertical</enum>

src/Mod/Assembly/Preferences.py

@@ -40,13 +40,34 @@ class PreferencesPage:
         pref.SetBool("LeaveEditWithEscape", self.form.checkBoxEnableEscape.isChecked())
         pref.SetBool("LogSolverDebug", self.form.checkBoxSolverDebug.isChecked())
         pref.SetInt("GroundFirstPart", self.form.groundFirstPart.currentIndex())
+        idx = self.form.solverBackend.currentIndex()
+        solver_name = self.form.solverBackend.itemData(idx) or ""
+        pref.SetString("Solver", solver_name)
 
     def loadSettings(self):
         pref = preferences()
-        self.form.checkBoxEnableEscape.setChecked(pref.GetBool("LeaveEditWithEscape", True))
+        self.form.checkBoxEnableEscape.setChecked(
+            pref.GetBool("LeaveEditWithEscape", True)
+        )
         self.form.checkBoxSolverDebug.setChecked(pref.GetBool("LogSolverDebug", False))
         self.form.groundFirstPart.clear()
         self.form.groundFirstPart.addItem(translate("Assembly", "Ask"))
         self.form.groundFirstPart.addItem(translate("Assembly", "Always"))
         self.form.groundFirstPart.addItem(translate("Assembly", "Never"))
         self.form.groundFirstPart.setCurrentIndex(pref.GetInt("GroundFirstPart", 0))
+
+        self.form.solverBackend.clear()
+        self.form.solverBackend.addItem(translate("Assembly", "Default"), "")
+        try:
+            import kcsolve
+
+            for name in kcsolve.available():
+                solver = kcsolve.load(name)
+                self.form.solverBackend.addItem(solver.name(), name)
+        except ImportError:
+            pass
+        current = pref.GetString("Solver", "")
+        for i in range(self.form.solverBackend.count()):
+            if self.form.solverBackend.itemData(i) == current:
+                self.form.solverBackend.setCurrentIndex(i)
+                break

src/Mod/Assembly/TestAssemblyWorkbench.py

@@ -30,9 +30,11 @@ from AssemblyTests.TestKCSolvePy import (
     TestKCSolveTypes,  # noqa: F401
     TestPySolver,  # noqa: F401
 )
+from AssemblyTests.TestKindredSolverIntegration import TestKindredSolverIntegration
 from AssemblyTests.TestSolverIntegration import TestSolverIntegration
 
 # Use the modules so that code checkers don't complain (flake8)
 True if TestCore else False
 True if TestCommandInsertLink else False
 True if TestSolverIntegration else False
+True if TestKindredSolverIntegration else False

src/Mod/Create/CMakeLists.txt

@@ -84,3 +84,18 @@ install(
     DESTINATION
         mods/sdk
 )
+
+# Install Kindred Solver addon
+install(
+    DIRECTORY
+        ${CMAKE_SOURCE_DIR}/mods/solver/kindred_solver
+    DESTINATION
+        mods/solver
+)
+install(
+    FILES
+        ${CMAKE_SOURCE_DIR}/mods/solver/package.xml
+        ${CMAKE_SOURCE_DIR}/mods/solver/Init.py
+    DESTINATION
+        mods/solver
+)

src/Mod/Create/kc_format.py

@@ -90,6 +90,24 @@ def _manifest_enrich_hook(doc, filename, entries):
 register_pre_reinject(_manifest_enrich_hook)
 
 
+def _solver_context_hook(doc, filename, entries):
+    """Pack solver context into silo/solver/context.json for assemblies."""
+    try:
+        for obj in doc.Objects:
+            if obj.TypeId == "Assembly::AssemblyObject":
+                ctx = obj.getSolveContext()
+                if ctx:  # non-empty means we have grounded parts
+                    entries["silo/solver/context.json"] = (
+                        json.dumps(ctx, indent=2) + "\n"
+                    ).encode("utf-8")
+                break  # one assembly per document
+    except Exception as exc:
+        FreeCAD.Console.PrintWarning(f"kc_format: solver context hook failed: {exc}\n")
+
+
+register_pre_reinject(_solver_context_hook)
+
+
 KC_VERSION = "1.0"
 
 

src/Mod/Create/silo_tree.py

@@ -50,6 +50,12 @@ _KNOWN_ENTRIES = [
         "Dependencies",
         ("links", lambda v: isinstance(v, list) and len(v) > 0),
     ),
+    (
+        "silo/solver/context.json",
+        "SiloSolverContext",
+        "Solver Context",
+        ("parts", lambda v: isinstance(v, list) and len(v) > 0),
+    ),
 ]