diff --git a/dev-python/tom-swe/Manifest b/dev-python/tom-swe/Manifest
new file mode 100644
index 0000000000..92a5d941c7
--- /dev/null
+++ b/dev-python/tom-swe/Manifest
@@ -0,0 +1 @@
+DIST tom-swe-1.0.3.gh.tar.gz 412141 BLAKE2B bc8d598c118e67d51efb85f06f96075a3b53fa7512ed893358fc0e5597cb8f691d335df8979296219a10f3f1344f7f1007768775bc940a5a5a8a834e81401d18 SHA512 b9f35cbf0501a4136ce48af19e8777bee0e34658b1119569705764b964df87dc00b1a04d42e2bd17983b5585e24862493e5d29c70a8bb583995d617bbd186890
diff --git a/dev-python/tom-swe/metadata.xml b/dev-python/tom-swe/metadata.xml
new file mode 100644
index 0000000000..57e33fdd6c
--- /dev/null
+++ b/dev-python/tom-swe/metadata.xml
@@ -0,0 +1,12 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE pkgmetadata SYSTEM "https://www.gentoo.org/dtd/metadata.dtd">
+<pkgmetadata>
+	<maintainer type="person">
+		<email>falbrechtskirchinger@gmail.com</email>
+		<name>Florian Albrechtskirchinger</name>
+	</maintainer>
+	<upstream>
+		<remote-id type="pypi">tom-swe</remote-id>
+		<remote-id type="github">OpenHands/ToM-SWE</remote-id>
+	</upstream>
+</pkgmetadata>
diff --git a/dev-python/tom-swe/tom-swe-1.0.3.ebuild b/dev-python/tom-swe/tom-swe-1.0.3.ebuild
new file mode 100644
index 0000000000..500b9e5fbc
--- /dev/null
+++ b/dev-python/tom-swe/tom-swe-1.0.3.ebuild
@@ -0,0 +1,41 @@
+# Copyright 2026 Gentoo Authors
+# Distributed under the terms of the GNU General Public License v2
+
+EAPI=8
+
+DISTUTILS_USE_PEP517=hatchling
+DISTUTILS_SINGLE_IMPL=1
+PYTHON_COMPAT=( python3_{12..15} )
+
+inherit distutils-r1
+
+MY_PN="ToM-SWE"
+MY_P="${MY_PN}-${PV}"
+DESCRIPTION="Theory of Mind modeling for Software Engineering assistants"
+HOMEPAGE="
+	https://github.com/OpenHands/ToM-SWE
+	https://pypi.org/project/tom-swe/
+"
+SRC_URI="https://github.com/OpenHands/${MY_PN}/archive/refs/tags/v${PV}.tar.gz -> ${P}.gh.tar.gz"
+S="${WORKDIR}/${MY_P}"
+
+LICENSE="MIT"
+SLOT="0"
+KEYWORDS="~amd64" # ~arm64: litellm
+
+# pyyaml via litellm[proxy]
+RDEPEND="
+	$(python_gen_cond_dep '
+		>=dev-python/jinja2-3.0.0[${PYTHON_USEDEP}]
+		>=dev-python/json-repair-0.1.0[${PYTHON_USEDEP}]
+		>=dev-python/pydantic-2.0.0[${PYTHON_USEDEP}]
+		>=dev-python/python-dotenv-1.0.0[${PYTHON_USEDEP}]
+		>=dev-python/pyyaml-6.0.3[${PYTHON_USEDEP}]
+		>=dev-python/tiktoken-0.8.0[${PYTHON_USEDEP}]
+		>=dev-python/tqdm-4.65.0[${PYTHON_USEDEP}]
+	')
+	>=dev-python/litellm-1.0.0[${PYTHON_SINGLE_USEDEP}]
+"
+
+EPYTEST_PLUGINS=()
+distutils_enable_tests pytest