diff --git a/.github/workflows/materialize-release.yml b/.github/workflows/materialize-release.yml
new file mode 100644
index 0000000..d7b2167
--- /dev/null
+++ b/.github/workflows/materialize-release.yml
@@ -0,0 +1,52 @@
+name: Materialize public release
+
+on:
+  push:
+    branches:
+      - agent/open-source-release
+    paths:
+      - .release/release.b64
+      - .github/workflows/materialize-release.yml
+
+permissions:
+  contents: write
+
+jobs:
+  materialize:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Expand audited release bundle
+        shell: bash
+        run: |
+          set -euo pipefail
+          mkdir -p /tmp/security-anomaly-release
+          base64 -d .release/release.b64 > /tmp/security-anomaly-release/release.tar.gz
+          mkdir -p /tmp/security-anomaly-release/tree
+          tar -xzf /tmp/security-anomaly-release/release.tar.gz -C /tmp/security-anomaly-release/tree
+
+          find . -mindepth 1 -maxdepth 1 \
+            ! -name .git \
+            ! -name .release \
+            ! -name .github \
+            -exec rm -rf {} +
+
+          cp -a /tmp/security-anomaly-release/tree/. .
+          rm -rf .release
+          rm -f .github/workflows/materialize-release.yml
+          rmdir .github/workflows 2>/dev/null || true
+          rmdir .github 2>/dev/null || true
+
+      - name: Commit materialized tree
+        shell: bash
+        run: |
+          set -euo pipefail
+          git config user.name "Ievgen Bondarenko"
+          git config user.email "ibondarenko@student.sierracollege.edu"
+          git add -A
+          git commit -m "Initial open-source release"
+          git push origin HEAD:agent/open-source-release
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..44dafe5
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,36 @@
+# Python
+.venv/
+venv/
+__pycache__/
+*.py[cod]
+.pytest_cache/
+.mypy_cache/
+.ruff_cache/
+
+# Editors / OS
+.idea/
+.vscode/
+.DS_Store
+Thumbs.db
+
+# Datasets are acquired separately
+data/raw/*
+!data/raw/.gitkeep
+data/processed/*
+!data/processed/.gitkeep
+
+# Generated ML artifacts
+models/**/*.joblib
+models/*.joblib
+models/**/*.parquet
+models/*.parquet
+models/**/*.pkl
+models/*.pkl
+models/**/*.pickle
+models/*.pickle
+!models/.gitkeep
+
+# Temporary output
+*.log
+*.tmp
+*.bak
diff --git a/.release/release.b64 b/.release/release.b64
new file mode 100644
index 0000000..fc9a7d9
--- /dev/null
+++ b/.release/release.b64
@@ -0,0 +1 @@
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ELLIPSIZATION 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
\ No newline at end of file
diff --git a/.upload-test b/.upload-test
new file mode 100644
index 0000000..9766475
--- /dev/null
+++ b/.upload-test
@@ -0,0 +1 @@
+ok
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..f73138e
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,17 @@
+Apache License
+Version 2.0, January 2004
+http://www.apache.org/licenses/
+
+Copyright 2026 Ievgen Bondarenko
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
diff --git a/README.tmp b/README.tmp
new file mode 100644
index 0000000..9daeafb
--- /dev/null
+++ b/README.tmp
@@ -0,0 +1 @@
+test
diff --git a/README.tmp2 b/README.tmp2
new file mode 100644
index 0000000..180cf83
--- /dev/null
+++ b/README.tmp2
@@ -0,0 +1 @@
+test2
diff --git a/app/.gitkeep b/app/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..927830a
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,8 @@
+pandas
+numpy
+scikit-learn
+scipy
+matplotlib
+pytest
+joblib
+duckdb
diff --git a/tests/.gitkeep b/tests/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/tmp-test-a.txt b/tmp-test-a.txt
new file mode 100644
index 0000000..f70f10e
--- /dev/null
+++ b/tmp-test-a.txt
@@ -0,0 +1 @@
+A
diff --git a/tmp-test-b.txt b/tmp-test-b.txt
new file mode 100644
index 0000000..223b783
--- /dev/null
+++ b/tmp-test-b.txt
@@ -0,0 +1 @@
+B
diff --git a/tree-call-sentinel-2.txt b/tree-call-sentinel-2.txt
new file mode 100644
index 0000000..38fe94b
--- /dev/null
+++ b/tree-call-sentinel-2.txt
@@ -0,0 +1 @@
+sentinel2
diff --git a/tree-call-sentinel-3.txt b/tree-call-sentinel-3.txt
new file mode 100644
index 0000000..a952ece
--- /dev/null
+++ b/tree-call-sentinel-3.txt
@@ -0,0 +1 @@
+sentinel3
diff --git a/tree-call-sentinel.txt b/tree-call-sentinel.txt
new file mode 100644
index 0000000..4576610
--- /dev/null
+++ b/tree-call-sentinel.txt
@@ -0,0 +1 @@
+sentinel