diff --git a/.github/workflows/scalafix.yaml b/.github/workflows/scalafix.yaml
new file mode 100644
index 00000000..a90948c6
--- /dev/null
+++ b/.github/workflows/scalafix.yaml
@@ -0,0 +1,43 @@
+name: Scalafix Migration Rules
+
+on:
+  pull_request:
+    branches: [main]
+    paths:
+      - 'scalafix/**'
+
+  push:
+    branches: [main]
+    paths:
+      - 'scalafix/**'
+
+env:
+  GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+jobs:
+  scalafix:
+    name: Test
+    runs-on: ubuntu-latest
+    timeout-minutes: 60
+    steps:
+      - name: Checkout current branch (full)
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Setup Java (corretto@11)
+        id: setup-java-corretto-11
+        uses: actions/setup-java@v3
+        with:
+          distribution: corretto
+          java-version: 11
+          cache: sbt
+
+      - name: sbt update
+        if: steps.setup-java-corretto-11.outputs.cache-hit == 'false'
+        run: sbt update
+        working-directory: scalafix
+
+      - name: Test
+        run: sbt test
+        working-directory: scalafix
diff --git a/.gitignore b/.gitignore
index deba1c2b..1e84b290 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,5 +3,4 @@
 .bsp
 .metals
 .vscode
-project
 target
diff --git a/scalafix/.sbtopts b/scalafix/.sbtopts
new file mode 100644
index 00000000..162e0a33
--- /dev/null
+++ b/scalafix/.sbtopts
@@ -0,0 +1,7 @@
+-J-Xms2G
+-J-Xmx8G
+-J-XX:ReservedCodeCacheSize=512m
+-J-XX:+TieredCompilation
+-J-XX:+UseParallelGC
+-Dfile.encoding=UTF8
+
diff --git a/scalafix/build.sbt b/scalafix/build.sbt
new file mode 100644
index 00000000..d163fb6a
--- /dev/null
+++ b/scalafix/build.sbt
@@ -0,0 +1,98 @@
+lazy val V = _root_.scalafix.sbt.BuildInfo
+
+inThisBuild(
+  List(
+    resolvers ++= Resolver.sonatypeOssRepos("snapshots"),
+    organization := "com.spotify",
+    scalaVersion := V.scala212,
+    scalacOptions ++= List("-Yrangepos"),
+    publish / skip := true,
+    semanticdbEnabled := true,
+    semanticdbVersion := scalafixSemanticdb.revision,
+    semanticdbIncludeInJar := true,
+    scalafmtOnCompile := false,
+    scalafmtConfig := baseDirectory.value / ".." / ".scalafmt.conf",
+  )
+)
+
+lazy val root = project
+  .in(file("."))
+  .aggregate(
+    tests.projectRefs ++ Seq[sbt.ProjectReference](
+      // 0.7
+      `input-0_7`,
+      `output-0_7`,
+      // scalafix
+      rules
+    ): _*
+  )
+
+lazy val rules = project
+  .settings(
+    moduleName := "scalafix",
+    libraryDependencies ++= Seq(
+      "ch.epfl.scala" %% "scalafix-core" % V.scalafixVersion
+    )
+  )
+
+def magnolify(version: String): List[ModuleID] = {
+  val modules = List(
+    "magnolify-avro",
+    "magnolify-bigquery",
+    "magnolify-bigtable",
+    "magnolify-cats",
+    "magnolify-datastore",
+    "magnolify-guava",
+    "magnolify-neo4j",
+    "magnolify-parquet",
+    "magnolify-protobuf",
+    "magnolify-refined",
+    "magnolify-shared",
+    "magnolify-scalacheck",
+    "magnolify-tensorflow"
+  )
+
+  val libs = List (
+    "org.apache.avro" % "avro" % "1.11.2",
+    "com.google.apis" % "google-api-services-bigquery" % "v2-rev20231111-2.0.0",
+    "com.google.api.grpc" % "proto-google-cloud-bigtable-v2" % "2.32.0",
+    "org.typelevel" %% "cats-core" % "2.10.0",
+    "com.google.cloud.datastore" % "datastore-v1-proto-client" % "2.18.2",
+    "com.google.guava" % "guava" % "33.0.0-jre",
+    "org.neo4j.driver" % "neo4j-java-driver" % "4.4.12",
+    "org.apache.parquet" % "parquet-hadoop" % "1.13.1",
+    "com.google.protobuf" % "protobuf-java" % "3.25.2",
+    "eu.timepit" %% "refined" % "0.11.1",
+    "org.scalacheck" %% "scalacheck" % "1.17.0",
+    "org.tensorflow" % "tensorflow-core-api" % "0.5.0"
+  )
+
+  modules.map("com.spotify" %% _ % version) ++ libs
+}
+
+lazy val `input-0_7` = project
+  .settings(
+    libraryDependencies ++= magnolify("0.6.0")
+  )
+
+lazy val `output-0_7` = project
+  .settings(
+    libraryDependencies ++= magnolify("0.7.0")
+  )
+
+
+lazy val magnolify0_7 = ConfigAxis("-magnolify-0_7", "-0_7-")
+
+lazy val tests = projectMatrix
+  .in(file("tests"))
+  .enablePlugins(ScalafixTestkitPlugin)
+  .customRow(
+    scalaVersions = Seq(V.scala212),
+    axisValues = Seq(magnolify0_7, VirtualAxis.jvm),
+    _.settings(
+      moduleName := name.value + magnolify0_7.idSuffix,
+      scalafixTestkitOutputSourceDirectories := (`output-0_7` / Compile / unmanagedSourceDirectories).value,
+      scalafixTestkitInputSourceDirectories := (`input-0_7` / Compile / unmanagedSourceDirectories).value,
+      scalafixTestkitInputClasspath := (`input-0_7` / Compile / fullClasspath).value
+    ).dependsOn(rules)
+  )
diff --git a/scalafix/input-0_7/src/main/scala/fix/MapBasedConverters.scala b/scalafix/input-0_7/src/main/scala/fix/MapBasedConverters.scala
new file mode 100644
index 00000000..848164c0
--- /dev/null
+++ b/scalafix/input-0_7/src/main/scala/fix/MapBasedConverters.scala
@@ -0,0 +1,19 @@
+/*
+rule = MapBasedConverters
+ */
+package fix
+
+import magnolify.tensorflow._
+import org.tensorflow.proto.example.Example
+
+object MapBasedConverters {
+
+  final case class Person(name: String, age: Int)
+
+  // ExampleType
+  val etPerson: ExampleType[Person] = ???
+  val e: Example = ???
+  val p: Person = ???
+  etPerson.from(e)
+  etPerson.to(p)
+}
diff --git a/scalafix/output-0_7/src/main/scala/fix/MapBasedConverters.scala b/scalafix/output-0_7/src/main/scala/fix/MapBasedConverters.scala
new file mode 100644
index 00000000..8098d428
--- /dev/null
+++ b/scalafix/output-0_7/src/main/scala/fix/MapBasedConverters.scala
@@ -0,0 +1,16 @@
+package fix
+
+import magnolify.tensorflow._
+import org.tensorflow.proto.example.Example
+
+object MapBasedConverters {
+
+  final case class Person(name: String, age: Int)
+
+  // ExampleType
+  val etPerson: ExampleType[Person] = ???
+  val e: Example = ???
+  val p: Person = ???
+  etPerson(e)
+  etPerson(p)
+}
diff --git a/scalafix/project/ConfigAxis.scala b/scalafix/project/ConfigAxis.scala
new file mode 100644
index 00000000..a957e041
--- /dev/null
+++ b/scalafix/project/ConfigAxis.scala
@@ -0,0 +1,2 @@
+import sbt._
+case class ConfigAxis(idSuffix: String, directorySuffix: String) extends VirtualAxis.WeakAxis {}
diff --git a/scalafix/project/build.properties b/scalafix/project/build.properties
new file mode 100644
index 00000000..abbbce5d
--- /dev/null
+++ b/scalafix/project/build.properties
@@ -0,0 +1 @@
+sbt.version=1.9.8
diff --git a/scalafix/project/plugins.sbt b/scalafix/project/plugins.sbt
new file mode 100644
index 00000000..1d81f9dc
--- /dev/null
+++ b/scalafix/project/plugins.sbt
@@ -0,0 +1,4 @@
+resolvers += Resolver.sonatypeRepo("releases")
+addSbtPlugin("ch.epfl.scala" % "sbt-scalafix" % "0.11.1")
+addSbtPlugin("com.eed3si9n" % "sbt-projectmatrix" % "0.9.0")
+addSbtPlugin("org.scalameta" % "sbt-scalafmt" % "2.5.2")
diff --git a/scalafix/rules/src/main/resources/META-INF/services/scalafix.v1.Rule b/scalafix/rules/src/main/resources/META-INF/services/scalafix.v1.Rule
new file mode 100644
index 00000000..9e615557
--- /dev/null
+++ b/scalafix/rules/src/main/resources/META-INF/services/scalafix.v1.Rule
@@ -0,0 +1,2 @@
+fix.v0_7_0.MapBasedConverters
+
diff --git a/scalafix/rules/src/main/scala/fix/MapBasedConverters.scala b/scalafix/rules/src/main/scala/fix/MapBasedConverters.scala
new file mode 100644
index 00000000..5dda8fd5
--- /dev/null
+++ b/scalafix/rules/src/main/scala/fix/MapBasedConverters.scala
@@ -0,0 +1,31 @@
+package fix.v0_7_0
+
+import scalafix.v1._
+
+import scala.meta._
+
+object MapBasedConverters {
+  private val ExampleType: SymbolMatcher =
+    SymbolMatcher.normalized("magnolify/tensorflow/ExampleType")
+
+  private val ConverterFn: SymbolMatcher =
+    SymbolMatcher.normalized("magnolify/shared/Converter#from") +
+      SymbolMatcher.normalized("magnolify/shared/Converter#to")
+}
+
+class MapBasedConverters extends SemanticRule("MapBasedConverters") {
+  import MapBasedConverters._
+
+  def isExampleType(term: Term)(implicit doc: SemanticDocument): Boolean =
+    term.symbol.info.map(_.signature) match {
+      case Some(MethodSignature(_, _, TypeRef(_, sym, _))) => ExampleType.matches(sym)
+      case _                                               => false
+    }
+
+  override def fix(implicit doc: SemanticDocument): Patch =
+    doc.tree.collect {
+      case t @ q"$qual.$fn(..$params)" if isExampleType(qual) && ConverterFn.matches(fn) =>
+        Patch.replaceTree(t, q"$qual(..$params)".syntax)
+    }.asPatch
+
+}
diff --git a/scalafix/tests/src/test/scala/fix/RuleSuite.scala b/scalafix/tests/src/test/scala/fix/RuleSuite.scala
new file mode 100644
index 00000000..5ca361bc
--- /dev/null
+++ b/scalafix/tests/src/test/scala/fix/RuleSuite.scala
@@ -0,0 +1,8 @@
+package fix
+
+import org.scalatest.funsuite.AnyFunSuiteLike
+import scalafix.testkit.AbstractSemanticRuleSuite
+
+class RuleSuite extends AbstractSemanticRuleSuite with AnyFunSuiteLike {
+  runAllTests()
+}