diff --git a/.github/workflows/check_python_package.yaml b/.github/workflows/check_python_package.yaml
new file mode 100644
index 0000000..5bd82ab
--- /dev/null
+++ b/.github/workflows/check_python_package.yaml
@@ -0,0 +1,33 @@
+name: Check
+
+on:
+  push:
+  pull_request:
+    branches: ["main"]
+
+jobs:
+  test:
+    strategy:
+      fail-fast: false
+      matrix:
+        runs-on: [ubuntu-latest, macos-latest, windows-latest]
+        python-version: ["3.10", "3.11", "3.12", "3.13"]
+    runs-on: ${{matrix.runs-on}}
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          fetch-depth: 0
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install the project
+        run: uv sync --all-extras --dev
+
+      - name: Lint with ruff
+        run: uv run ruff check --output-format=github .
+
+      - name: Run tests
+        run: uv run pytest --cov=opltools --cov-report=term-missing
diff --git a/examples/demo.py b/examples/demo.py
new file mode 100644
index 0000000..2743648
--- /dev/null
+++ b/examples/demo.py
@@ -0,0 +1,35 @@
+from opltools import Suite, Problem, Library, Link, Variables, ValueRange
+from pydantic_yaml import to_yaml_str
+from opltools.schema import Implementation
+
+things = {}
+
+things["impl_py_cocoex"] = Implementation(
+    name="coco-experiment Python module",
+    description="Python bindings for the experiment part of the COCO framework",
+    language="python",
+    links=[
+        Link(type="repository", url="https://github.com/numbbo/coco-experiment"),
+        Link(type="package", url="https://pypi.org/project/coco-experiment/")
+    ],
+    evaluation_time="sub second"
+)
+
+for fnr in range(1, 25):
+    id = f"fn_bbob_f{fnr}"
+    things[f"fn_bbob_f{fnr}"] = Problem(
+        name=f"BBOB F_{fnr}",
+        objectives={1},
+        variables=Variables(continuous=ValueRange(min=1, max=80)),
+        implementations=["impl_py_cocoex"]
+    )
+
+things["suite_bbob"] = Suite(
+    name="BBOB",
+    problems={f"fn_bbob_f{fnr}" for fnr in range(1, 25)},
+    implementations=["impl_py_cocoex"]
+)
+
+library = Library(things)
+
+print(to_yaml_str(library))
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..1be5cae
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,32 @@
+[project]
+name = "opltools"
+version = "0.1.0"
+description = "Tools to manage the Optimization Problem Library"
+readme = "README.md"
+authors = [
+    { name = "Olaf Mersmann", email = "olafm@p-value.net" }
+]
+requires-python = ">=3.10"
+dependencies = [
+    "pydantic>=2.13.3",
+    "pydantic-yaml>=1.6.0",
+    "pyyaml>=6.0.3",
+]
+
+[project.scripts]
+opl = "opltools.cli:main"
+
+[build-system]
+requires = ["uv_build>=0.11.7,<0.12.0"]
+build-backend = "uv_build"
+
+[dependency-groups]
+dev = [
+    "pytest>=9.0.3",
+    "pytest-cov>=7.1.0",
+    "ruff>=0.15.11",
+]
+
+[tool.ruff]
+# In addition to the standard set of exclusions, omit all tests, plus a specific file.
+extend-exclude = ["utils/*.py"]
diff --git a/src/opltools/__init__.py b/src/opltools/__init__.py
new file mode 100644
index 0000000..f1b4fe9
--- /dev/null
+++ b/src/opltools/__init__.py
@@ -0,0 +1,15 @@
+from .schema import Problem, Suite, Generator, Implementation, Library, YesNoSome, Link, Reference, Variables, ValueRange, Constraints
+
+__all__ = [
+    "Problem",
+    "Suite",
+    "Generator",
+    "Implementation",
+    "Library",
+    "YesNoSome",
+    "Link",
+    "Reference",
+    "Constraints",
+    "Variables",
+    "ValueRange"
+]
diff --git a/src/opltools/cli.py b/src/opltools/cli.py
new file mode 100644
index 0000000..2f6191d
--- /dev/null
+++ b/src/opltools/cli.py
@@ -0,0 +1,42 @@
+import sys
+import argparse
+from pydantic import ValidationError
+from pydantic_yaml import parse_yaml_raw_as
+
+from .schema import Library
+
+
+def cmd_validate(args):
+    try:
+        with open(args.file) as f:
+            raw = f.read()
+    except OSError as e:
+        print(f"Error reading file: {e}", file=sys.stderr)
+        return 1
+
+    try:
+        parse_yaml_raw_as(Library, raw)
+        print(f"{args.file}: OK")
+        return 0
+    except ValidationError as e:
+        for error in e.errors():
+            loc = " -> ".join(str(p) for p in error["loc"]) if error["loc"] else "(root)"
+            print(f"{args.file}: {loc}: {error['msg']}")
+        return 1
+
+
+def main():
+    parser = argparse.ArgumentParser(prog="opl", description="OPL tools")
+    subparsers = parser.add_subparsers(dest="command", required=True)
+
+    validate_parser = subparsers.add_parser("validate", help="Validate a YAML file against the Library schema")
+    validate_parser.add_argument("file", help="YAML file to validate")
+
+    args = parser.parse_args()
+
+    if args.command == "validate":
+        sys.exit(cmd_validate(args))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/opltools/py.typed b/src/opltools/py.typed
new file mode 100644
index 0000000..e69de29
diff --git a/src/opltools/schema.py b/src/opltools/schema.py
new file mode 100644
index 0000000..d2ae81f
--- /dev/null
+++ b/src/opltools/schema.py
@@ -0,0 +1,162 @@
+from enum import Enum
+from typing_extensions import Self
+from pydantic import BaseModel, RootModel, ConfigDict, model_validator
+
+from .utils import ValueRange, union_range
+
+
+class OPLType(Enum):
+    problem = "problem"
+    suite = "suite"
+    generator = "generator"
+    implementation = 'implementation'
+
+
+class YesNoSome(Enum):
+    yes = "yes"
+    no = "no"
+    some = "some"
+    unknown = "?"
+
+
+class Link(BaseModel):
+    type: str | None = None
+    url: str
+
+
+class Thing(BaseModel):
+    type: OPLType
+    model_config = ConfigDict(extra='allow')
+
+
+class Objectives(RootModel):
+    root: int | set[int] | ValueRange = 0
+
+    def union(self, other: Self) -> Self:
+        self.root = union_range(self.root, other.root)
+        return self
+
+
+class Variables(BaseModel):
+    continuous: int | set[int] | ValueRange = 0
+    integer: int | set[int] | ValueRange = 0
+    binary: int | set[int] | ValueRange = 0
+    categorical: int | set[int] | ValueRange = 0
+
+    def union(self, other: Self) -> Self:
+        self.continuous = union_range(self.continuous, other.continuous)
+        self.integer = union_range(self.integer, other.integer)
+        self.binary = union_range(self.integer, other.binary)
+        self.categorical = union_range(self.integer, other.categorical)
+        return self
+
+
+class Constraints(BaseModel):
+    box: int | set[int] | ValueRange = 0
+    linear: int | set[int] | ValueRange = 0
+    function: int | set[int] | ValueRange = 0
+
+    def union(self, other: Variables) -> Self:
+        self.box = union_range(self.box, other.box)
+        self.linear = union_range(self.linear, other.linear)
+        self.function = union_range(self.function, other.function)
+        return self
+
+
+class Reference(BaseModel):
+    title: str
+    authors: list[str]
+    link: Link | None = None
+
+
+class Usage(BaseModel):
+    language: str
+    code: str
+
+
+class Implementation(Thing):
+    type: OPLType= OPLType.implementation
+    name: str
+    description: str
+    links: list[Link] | None = None
+    language: str | None = None
+    evaluation_time: str | None = None
+    requirements: str | list[str] | None = None
+
+
+class ProblemLike(Thing):
+    name: str
+    long_name: str | None = None
+    description: str | None = None
+    tags: set[str] | None = None
+    references: set[Reference] | None = None
+    implementations: set[str] | None = None
+    objectives: set[int] | None = None
+    variables: Variables | None = None
+    constraints: Constraints | None = None
+    soft_constraints: Constraints | None = None
+    dynamic_type: set[str] | None = None
+    noise_type: set[str] | None = None
+    allows_partial_evaluation: YesNoSome | None = None
+    can_evaluate_objectives_independently: YesNoSome | None = None
+    modality: set[str] | None = None
+    fidelity_levels: set[int] | None = None
+    code_examples: set[str] | None = None
+    source: set[str] | None = None
+
+
+class Problem(ProblemLike):
+    type:OPLType = OPLType.problem
+    instances: ValueRange | list[str] | None = None
+
+
+class Suite(ProblemLike):
+    type:OPLType = OPLType.suite
+    problems: set[str] | None = None
+
+
+class Generator(ProblemLike):
+    type:OPLType = OPLType.generator
+
+
+class Library(RootModel):
+    root: dict[str, Problem | Generator | Suite | Implementation] | None
+
+    def _check_id_references(self, ids, type:OPLType) -> None:
+        if not self.root:
+            return
+        for id in ids:
+            if id in self.root:
+                if self.root[id].type != type:
+                    raise ValueError(f"ID {id} is a {self.root[id].name}, expected a {type.name}")
+            else:
+                raise ValueError(f"Missing {type.name} with id '{id}'")
+
+    def _fixup_fidelity(self, suite: Suite) -> Suite:
+        return suite
+
+    @model_validator(mode="after")
+    def validate(self) -> Self:
+        if not self.root:
+            return self
+
+        # Make sure all problems referenced in suites exists
+        for id, thing in self.root.items():
+            if isinstance(thing, Suite) and thing.problems:
+                for problem_id in thing.problems:
+                    if problem_id not in self.root:
+                        raise ValueError(f"Suite {id} references problem with undefined id '{problem_id}'.")
+                    if self.root[problem_id].type != OPLType.problem:
+                        raise ValueError(f"Suite {id} references problem with id '{problem_id}' but id is a {self.root[problem_id].type.name}.")
+        return self
+
+__all__ = [
+    "Problem",
+    "Suite",
+    "Generator",
+    "Implementation",
+    "Library",
+    "YesNoSome",
+    "Link",
+    "Reference"
+]
diff --git a/src/opltools/utils.py b/src/opltools/utils.py
new file mode 100644
index 0000000..5217053
--- /dev/null
+++ b/src/opltools/utils.py
@@ -0,0 +1,61 @@
+from typing_extensions import Self
+from pydantic import BaseModel, model_validator
+
+
+class ValueRange(BaseModel):
+    min: int | None
+    max: int | None
+
+    @model_validator(mode="after")
+    def _check(self) -> Self:
+        if not self.min and not self.max:
+            raise ValueError("Variable range should have at least a min or max value.")
+        return self
+
+
+def _none_min(a, b):
+    if a and b:
+        return min(a, b)
+    elif a:
+        return a
+    else:
+        return b
+
+
+def _none_max(a, b):
+    if a and b:
+        return max(a, b)
+    elif a:
+        return a
+    else:
+        return b
+
+
+def union_range(
+    a: int | set[int] | ValueRange,
+    b: int | set[int] | ValueRange
+) -> int | set[int] | ValueRange:
+    if isinstance(a, int):
+        a = { a }
+    if isinstance(b, int):
+        b = { b }
+
+    if isinstance(a, set) and isinstance(b, set):
+        res = a.union(b)
+        return res.pop() if len(res) == 1 else res
+    elif isinstance(a, ValueRange) and isinstance(b, ValueRange):
+        return ValueRange(min=_none_min(a.min, b.min), max=_none_max(a.max, b.max))
+
+    if isinstance(a, set):
+        a, b = b, a
+    if isinstance(a, ValueRange) and isinstance(b, set):
+        res = ValueRange(min=a.min, max=a.max)
+        if res.min:
+            for v in b:
+                res.min = min(v, res.min)
+        if res.max:
+            for v in b:
+                res.max = max(v, res.max)#
+        return res
+
+    raise Exception("BAM")
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/test_constraints.py b/tests/test_constraints.py
new file mode 100644
index 0000000..419902f
--- /dev/null
+++ b/tests/test_constraints.py
@@ -0,0 +1,17 @@
+from opltools.schema import Constraints
+
+
+class TestConstraints:
+    def test_defaults(self):
+        c = Constraints()
+        assert c.box == 0
+        assert c.linear == 0
+        assert c.function == 0
+
+    def test_union(self):
+        a = Constraints(box=1, linear=2, function=3)
+        b = Constraints(box=4, linear=5, function=6)
+        a.union(b)
+        assert a.box == {1, 4}
+        assert a.linear == {2, 5}
+        assert a.function == {3, 6}
diff --git a/tests/test_generator.py b/tests/test_generator.py
new file mode 100644
index 0000000..9d32ea0
--- /dev/null
+++ b/tests/test_generator.py
@@ -0,0 +1,7 @@
+from opltools.schema import Generator, OPLType
+
+
+class TestGenerator:
+    def test_defaults(self):
+        g = Generator(name="G1")
+        assert g.type is OPLType.generator
diff --git a/tests/test_implementation.py b/tests/test_implementation.py
new file mode 100644
index 0000000..b579fba
--- /dev/null
+++ b/tests/test_implementation.py
@@ -0,0 +1,31 @@
+from opltools.schema import Implementation, Link, OPLType
+
+
+class TestImplementation:
+    def test_defaults(self):
+        impl = Implementation(name="impl1", description="An implementation")
+        assert impl.type is OPLType.implementation
+        assert impl.name == "impl1"
+        assert impl.description == "An implementation"
+        assert impl.links is None
+        assert impl.language is None
+        assert impl.requirements is None
+
+    def test_full(self):
+        impl = Implementation(
+            name="impl1",
+            description="desc",
+            links=[Link(url="https://example.org")],
+            language="python",
+            evaluation_time="fast",
+            requirements=["numpy", "scipy"],
+        )
+        assert impl.language == "python"
+        assert impl.requirements == ["numpy", "scipy"]
+        assert len(impl.links) == 1
+
+    def test_requirements_as_string(self):
+        impl = Implementation(
+            name="impl1", description="d", requirements="numpy"
+        )
+        assert impl.requirements == "numpy"
diff --git a/tests/test_library.py b/tests/test_library.py
new file mode 100644
index 0000000..f1df4b4
--- /dev/null
+++ b/tests/test_library.py
@@ -0,0 +1,52 @@
+import pytest
+from pydantic import ValidationError
+
+from opltools.schema import (
+    Generator,
+    Implementation,
+    Library,
+    Problem,
+    Suite,
+)
+
+
+class TestLibrary:
+    def test_empty(self):
+        lib = Library(root=None)
+        assert lib.root is None
+
+    def test_single_problem(self):
+        lib = Library(root={"p1": Problem(name="P1")})
+        assert "p1" in lib.root
+        assert isinstance(lib.root["p1"], Problem)
+
+    def test_multiple_things(self):
+        lib = Library(root={
+            "p1": Problem(name="P1"),
+            "p2": Problem(name="P2"),
+            "g1": Generator(name="G1"),
+            "s1": Suite(name="S1", problems={"p1", "p2"}),
+            "impl1": Implementation(name="impl1", description="d"),
+        })
+        assert len(lib.root) == 5
+        assert isinstance(lib.root["p1"], Problem)
+        assert isinstance(lib.root["g1"], Generator)
+        assert isinstance(lib.root["s1"], Suite)
+        assert isinstance(lib.root["impl1"], Implementation)
+
+    def test_suite_references_missing_problem(self):
+        with pytest.raises(ValidationError, match="undefined id"):
+            Library(root={
+                "s1": Suite(name="S1", problems={"does-not-exist"}),
+            })
+
+    def test_suite_references_non_problem(self):
+        with pytest.raises(ValidationError, match="but id is a"):
+            Library(root={
+                "g1": Generator(name="G1"),
+                "s1": Suite(name="S1", problems={"g1"}),
+            })
+
+    def test_suite_with_no_problems_is_valid(self):
+        lib = Library(root={"s1": Suite(name="S1")})
+        assert lib.root["s1"].problems is None
diff --git a/tests/test_link.py b/tests/test_link.py
new file mode 100644
index 0000000..6f8a31c
--- /dev/null
+++ b/tests/test_link.py
@@ -0,0 +1,19 @@
+import pytest
+from pydantic import ValidationError
+
+from opltools.schema import Link
+
+
+class TestLink:
+    def test_minimal(self):
+        link = Link(url="https://example.org")
+        assert link.url == "https://example.org"
+        assert link.type is None
+
+    def test_with_type(self):
+        link = Link(type="homepage", url="https://example.org")
+        assert link.type == "homepage"
+
+    def test_url_required(self):
+        with pytest.raises(ValidationError):
+            Link()
diff --git a/tests/test_objectives.py b/tests/test_objectives.py
new file mode 100644
index 0000000..944404d
--- /dev/null
+++ b/tests/test_objectives.py
@@ -0,0 +1,31 @@
+from opltools.schema import Objectives
+from opltools.utils import ValueRange
+
+
+class TestObjectives:
+    def test_default(self):
+        obj = Objectives()
+        assert obj.root == 0
+
+    def test_int(self):
+        assert Objectives(root=3).root == 3
+
+    def test_set(self):
+        assert Objectives(root={1, 2, 3}).root == {1, 2, 3}
+
+    def test_range(self):
+        obj = Objectives(root=ValueRange(min=1, max=5))
+        assert obj.root.min == 1
+        assert obj.root.max == 5
+
+    def test_union_ints(self):
+        a = Objectives(root=1)
+        b = Objectives(root=2)
+        a.union(b)
+        assert a.root == {1, 2}
+
+    def test_union_same_int(self):
+        a = Objectives(root=1)
+        b = Objectives(root=1)
+        a.union(b)
+        assert a.root == 1
diff --git a/tests/test_opltype.py b/tests/test_opltype.py
new file mode 100644
index 0000000..db42057
--- /dev/null
+++ b/tests/test_opltype.py
@@ -0,0 +1,15 @@
+import pytest
+
+from opltools.schema import OPLType
+
+
+class TestOPLType:
+    def test_from_string(self):
+        assert OPLType("problem") is OPLType.problem
+        assert OPLType("implementation") is OPLType.implementation
+        assert OPLType("suite") is OPLType.suite
+        assert OPLType("generator") is OPLType.generator
+
+    def test_bad_string(self):
+        with pytest.raises(ValueError):
+            OPLType("foo")
diff --git a/tests/test_problem.py b/tests/test_problem.py
new file mode 100644
index 0000000..2fb9ab2
--- /dev/null
+++ b/tests/test_problem.py
@@ -0,0 +1,28 @@
+from opltools.schema import Constraints, OPLType, Problem, Variables
+from opltools.utils import ValueRange
+
+
+class TestProblem:
+    def test_defaults(self):
+        p = Problem(name="P1")
+        assert p.type is OPLType.problem
+        assert p.name == "P1"
+        assert p.instances is None
+
+    def test_with_variables_and_constraints(self):
+        p = Problem(
+            name="P1",
+            variables=Variables(continuous=3),
+            constraints=Constraints(linear=2),
+        )
+        assert p.variables.continuous == 3
+        assert p.constraints.linear == 2
+
+    def test_instances_list(self):
+        p = Problem(name="P1", instances=["i1", "i2"])
+        assert p.instances == ["i1", "i2"]
+
+    def test_instances_range(self):
+        p = Problem(name="P1", instances=ValueRange(min=1, max=10))
+        assert p.instances.min == 1
+        assert p.instances.max == 10
diff --git a/tests/test_problemlike.py b/tests/test_problemlike.py
new file mode 100644
index 0000000..9e6a4a6
--- /dev/null
+++ b/tests/test_problemlike.py
@@ -0,0 +1,26 @@
+import pytest
+from pydantic import ValidationError
+
+from opltools.schema import Problem, ProblemLike, YesNoSome
+
+
+class TestProblemLike:
+    def test_shared_fields(self):
+        p = Problem(
+            name="P1",
+            long_name="Problem 1",
+            description="desc",
+            tags={"convex", "smooth"},
+            allows_partial_evaluation=YesNoSome.yes,
+            can_evaluate_objectives_independently=YesNoSome.no,
+            modality={"unimodal"},
+            fidelity_levels={1, 2, 3},
+        )
+        assert p.long_name == "Problem 1"
+        assert p.tags == {"convex", "smooth"}
+        assert p.allows_partial_evaluation is YesNoSome.yes
+        assert p.fidelity_levels == {1, 2, 3}
+
+    def test_problemlike_not_directly_useful_without_type(self):
+        with pytest.raises(ValidationError):
+            ProblemLike(name="X")
diff --git a/tests/test_reference.py b/tests/test_reference.py
new file mode 100644
index 0000000..ef6cbd5
--- /dev/null
+++ b/tests/test_reference.py
@@ -0,0 +1,24 @@
+import pytest
+from pydantic import ValidationError
+
+from opltools.schema import Link, Reference
+
+
+class TestReference:
+    def test_minimal(self):
+        ref = Reference(title="A paper", authors=["Alice", "Bob"])
+        assert ref.title == "A paper"
+        assert ref.authors == ["Alice", "Bob"]
+        assert ref.link is None
+
+    def test_with_link(self):
+        ref = Reference(
+            title="A paper",
+            authors=["Alice"],
+            link=Link(url="https://example.org"),
+        )
+        assert ref.link.url == "https://example.org"
+
+    def test_requires_authors(self):
+        with pytest.raises(ValidationError):
+            Reference(title="A paper")
diff --git a/tests/test_suite.py b/tests/test_suite.py
new file mode 100644
index 0000000..ab686db
--- /dev/null
+++ b/tests/test_suite.py
@@ -0,0 +1,12 @@
+from opltools.schema import OPLType, Suite
+
+
+class TestSuite:
+    def test_defaults(self):
+        s = Suite(name="S1")
+        assert s.type is OPLType.suite
+        assert s.problems is None
+
+    def test_with_problems(self):
+        s = Suite(name="S1", problems={"p1", "p2"})
+        assert s.problems == {"p1", "p2"}
diff --git a/tests/test_thing.py b/tests/test_thing.py
new file mode 100644
index 0000000..e92f795
--- /dev/null
+++ b/tests/test_thing.py
@@ -0,0 +1,16 @@
+import pytest
+from pydantic import ValidationError
+
+from opltools.schema import OPLType, Thing
+
+
+class TestThing:
+    def test_type_required(self):
+        with pytest.raises(ValidationError):
+            Thing()
+
+    def test_allows_extra_fields(self):
+        thing = Thing(type=OPLType.problem, something_extra="value", count=3)
+        assert thing.type is OPLType.problem
+        assert thing.something_extra == "value"
+        assert thing.count == 3
diff --git a/tests/test_usage.py b/tests/test_usage.py
new file mode 100644
index 0000000..2073f93
--- /dev/null
+++ b/tests/test_usage.py
@@ -0,0 +1,15 @@
+import pytest
+from pydantic import ValidationError
+
+from opltools.schema import Usage
+
+
+class TestUsage:
+    def test_basic(self):
+        u = Usage(language="python", code="print('hi')")
+        assert u.language == "python"
+        assert u.code == "print('hi')"
+
+    def test_requires_fields(self):
+        with pytest.raises(ValidationError):
+            Usage(language="python")
diff --git a/tests/test_valuerange.py b/tests/test_valuerange.py
new file mode 100644
index 0000000..19729b6
--- /dev/null
+++ b/tests/test_valuerange.py
@@ -0,0 +1,25 @@
+import pytest
+from pydantic import ValidationError
+
+from opltools.utils import ValueRange
+
+
+class TestValueRange:
+    def test_valid(self):
+        r = ValueRange(min=1, max=10)
+        assert r.min == 1
+        assert r.max == 10
+
+    def test_min_only(self):
+        r = ValueRange(min=1, max=None)
+        assert r.min == 1
+        assert r.max is None
+
+    def test_max_only(self):
+        r = ValueRange(min=None, max=10)
+        assert r.min is None
+        assert r.max == 10
+
+    def test_both_none_rejected(self):
+        with pytest.raises(ValidationError, match="at least a min or max"):
+            ValueRange(min=None, max=None)
diff --git a/tests/test_variables.py b/tests/test_variables.py
new file mode 100644
index 0000000..f5c35d6
--- /dev/null
+++ b/tests/test_variables.py
@@ -0,0 +1,28 @@
+from opltools.schema import Variables
+from opltools.utils import ValueRange
+
+
+class TestVariables:
+    def test_defaults(self):
+        v = Variables()
+        assert v.continuous == 0
+        assert v.integer == 0
+        assert v.binary == 0
+        assert v.categorical == 0
+
+    def test_explicit_values(self):
+        v = Variables(continuous=5, integer=2, binary=1, categorical=3)
+        assert v.continuous == 5
+        assert v.integer == 2
+
+    def test_range_values(self):
+        v = Variables(continuous=ValueRange(min=1, max=10))
+        assert v.continuous.min == 1
+        assert v.continuous.max == 10
+
+    def test_union(self):
+        a = Variables(continuous=1, integer=2)
+        b = Variables(continuous=3, integer=4)
+        a.union(b)
+        assert a.continuous == {1, 3}
+        assert a.integer == {2, 4}
diff --git a/tests/test_yesnosome.py b/tests/test_yesnosome.py
new file mode 100644
index 0000000..d996329
--- /dev/null
+++ b/tests/test_yesnosome.py
@@ -0,0 +1,15 @@
+import pytest
+
+from opltools.schema import YesNoSome
+
+
+class TestYesNoSome:
+    def test_from_string(self):
+        assert YesNoSome("yes") == YesNoSome.yes
+        assert YesNoSome("no") == YesNoSome.no
+        assert YesNoSome("some") == YesNoSome.some
+        assert YesNoSome("?") == YesNoSome.unknown
+
+    def test_bad_string(self):
+        with pytest.raises(ValueError):
+            YesNoSome("foo")
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index 0000000..1c38533
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