diff --git a/reasoning_gym/algorithmic/__init__.py b/reasoning_gym/algorithmic/__init__.py
index fed97fea..1816ddae 100644
--- a/reasoning_gym/algorithmic/__init__.py
+++ b/reasoning_gym/algorithmic/__init__.py
@@ -18,7 +18,7 @@ from .game_of_life_halting import GameOfLifeHaltingConfig, GameOfLifeHaltingData
 from .graph_color import GraphColorConfig, GraphColorCurriculum, GraphColorDataset
 from .group_anagrams import GroupAnagramsConfig, GroupAnagramsCurriculum, GroupAnagramsDataset
 from .isomorphic_strings import IsomorphicStringsConfig, IsomorphicStringsCurriculum, IsomorphicStringsDataset
-from .jugs import JugsConfig, JugsDataset
+from .jugs import JugsConfig, JugsCurriculum, JugsDataset
 from .letter_counting import LetterCountingConfig, LetterCountingCurriculum, LetterCountingDataset
 from .letter_jumble import LetterJumbleConfig, LetterJumbleCurriculum, LetterJumbleDataset
 from .manipulate_matrix import ManipulateMatrixConfig, ManipulateMatrixCurriculum, ManipulateMatrixDataset
@@ -148,6 +148,7 @@ __all__ = [
     "RottenOrangesCurriculum",
     "JugsConfig",
     "JugsDataset",
+    "JugsCurriculum",
     "BinaryAlternationConfig",
     "BinaryAlternationDataset",
     "BinaryAlternationCurriculum",
diff --git a/reasoning_gym/algorithmic/jugs.py b/reasoning_gym/algorithmic/jugs.py
index 0dc7210c..c0077a23 100644
--- a/reasoning_gym/algorithmic/jugs.py
+++ b/reasoning_gym/algorithmic/jugs.py
@@ -6,6 +6,7 @@ from functools import reduce
 from random import Random
 from typing import Any, Optional
 
+from ..coaching import AttributeType, BaseCurriculum, ScalarAttributeDefinition
 from ..factory import ProceduralDataset, register_dataset
 
 
@@ -280,7 +281,13 @@ Reply as a JSON-parsable list of moves which result in any of the jugs being fil
         return {
             "question": question,
             "answer": json.dumps(solution),  # one possible solution
-            "metadata": {"puzzle": puzzle},
+            "metadata": {
+                "puzzle": puzzle,
+                "difficulty": {
+                    "num_jugs": self.config.num_jugs,
+                    "difficulty": self.config.difficulty,
+                },
+            },
         }
 
     def score_answer(self, answer: Optional[str], entry: dict[str, Any]) -> float:
@@ -310,4 +317,33 @@ Reply as a JSON-parsable list of moves which result in any of the jugs being fil
             return 0.0
 
 
-register_dataset("jugs", JugsDataset, JugsConfig)
+class JugsCurriculum(BaseCurriculum):
+    """Curriculum for Jugs puzzles"""
+
+    def __init__(self):
+        super().__init__(JugsCurriculum.__name__, JugsConfig)
+
+        # Define attributes
+        self._define_attributes(
+            ScalarAttributeDefinition(
+                name="num_jugs",
+                field_name="num_jugs",
+                levels=[3, 4, 5, 7],
+                default_level=0,
+                description="Number of jugs in the puzzle",
+                attr_type=AttributeType.STATIC,
+                min_value=3,
+            ),
+            ScalarAttributeDefinition(
+                name="difficulty",
+                field_name="difficulty",
+                levels=[2, 4, 6, 8],
+                default_level=0,
+                description="Minimum required moves to solve the puzzle",
+                attr_type=AttributeType.STATIC,
+                min_value=10,
+            ),
+        )
+
+
+register_dataset("jugs", JugsDataset, JugsConfig, JugsCurriculum)
diff --git a/tests/test_jugs.py b/tests/test_jugs.py
index adc05511..384c3d3c 100644
--- a/tests/test_jugs.py
+++ b/tests/test_jugs.py
@@ -2,7 +2,7 @@ import json
 
 import pytest
 
-from reasoning_gym.algorithmic.jugs import JugsConfig, JugsDataset
+from reasoning_gym.algorithmic.jugs import JugsConfig, JugsCurriculum, JugsDataset
 
 
 def test_jugs():
@@ -44,7 +44,53 @@ def test_jugs():
         assert "question" in item
         assert "answer" in item
         assert "metadata" in item
+        assert "difficulty" in item["metadata"]
 
         # Test the scoring
         assert dataset.score_answer(answer=item["answer"], entry=item) == 1.0
         assert dataset.score_answer(answer=None, entry=item) == 0.0
+
+
+def test_game_of_life_curriculum():
+    """Test the curriculum for complex arithmetic."""
+    curriculum = JugsCurriculum()
+    base_value = {"size": 150, "seed": 1}
+
+    base_cfg: JugsCurriculum = curriculum.generate_configuration(base_value)
+
+    assert base_cfg.seed == 1
+    assert base_cfg.size == 150
+    assert base_cfg.num_jugs == 3
+    assert base_cfg.difficulty == 2
+
+    # Test and validate increase in levels
+    curriculum.increment_attr_level("num_jugs")
+    curriculum.increment_attr_level("difficulty")
+
+    increased_cfg: JugsCurriculum = curriculum.generate_configuration(base_value)
+    assert increased_cfg.num_jugs == 4
+    assert increased_cfg.difficulty == 4
+
+    # Test and validate decrease in levels
+    curriculum.decrement_attr_level("num_jugs")
+    curriculum.decrement_attr_level("difficulty")
+
+    decreased_cfg: JugsCurriculum = curriculum.generate_configuration(base_value)
+    assert decreased_cfg.num_jugs == 3
+    assert decreased_cfg.difficulty == 2
+
+    # Test upper bound boundary condition
+    for _ in range(10):
+        curriculum.increment_attr_level("num_jugs")
+        curriculum.increment_attr_level("difficulty")
+    upper_bound_cfg: JugsCurriculum = curriculum.generate_configuration(base_value)
+    assert upper_bound_cfg.num_jugs == 7
+    assert upper_bound_cfg.difficulty == 8
+
+    # Test lower bound boundary condition
+    for _ in range(10):
+        curriculum.decrement_attr_level("num_jugs")
+        curriculum.decrement_attr_level("difficulty")
+    lower_bound_cfg: JugsCurriculum = curriculum.generate_configuration(base_value)
+    assert lower_bound_cfg.num_jugs == 3
+    assert lower_bound_cfg.difficulty == 2