=== Instruction 1 ===
Is Correct: False
Syntax Pass: False
Code Function: This code defines a sequence of actions for a robot to perform a long-horizon manipulation task. The robot starts from a ready position, moves to a drawer handle, picks the handle, and pulls the drawer open. It then moves to pick up an object (referred to as "dice1"), transports it to the drawer, and places it inside. After placing the object, the robot pushes the drawer closed and finally returns to the ready position. Each step is executed using high-level movement commands, and the process is wrapped in error handling to catch and report any issues during execution.
Similarity: {'ok': True, 'reason': "The described code sequence achieves the task by opening the drawer, picking up one dice, placing it inside, closing the drawer, and returning to ready pose, matching the domain's available actions and initial state."}
Differences: 1. **Explicitness of Drawer State Transitions**:  
   - **TASK**: The PDDL domain and problem specify that the drawer may be closed and must be opened (via handle manipulation) before placing the dice, and closed afterward. The sequence of actions and their preconditions/effects make explicit the need to interact with the handle, open/close the drawer, and manage the robot's state (e.g., need-ready flag).
   - **CODE_FUNC**: The description summarizes the sequence but does not specify the underlying state transitions or the conditional requirements (e.g., that the drawer must be open before placing the dice, or that the handle must be picked to open the drawer).

2. **Error Handling**:  
   - **TASK**: The PDDL does not mention error handling or recovery; it is a declarative specification of valid actions and their effects.
   - **CODE_FUNC**: The code is described as being "wrapped in error handling to catch and report any issues during execution," which is an implementation detail not present in the TASK.

3. **Level of Abstraction**:  
   - **TASK**: The PDDL is a low-level, formal specification of actions, preconditions, and effects, suitable for automated planning.
   - **CODE_FUNC**: The description is at a higher level, summarizing the sequence of actions and their intent, without detailing the specific predicates or state transitions.

4. **Object and Drawer Identification**:  
   - **TASK**: The PDDL problem instance specifies multiple dice, handles, and drawers, but the instruction is to place "one dice" into "a drawer" (implying any).
   - **CODE_FUNC**: The code description refers specifically to "dice1" and a particular drawer (implied by the handle chosen), making the selection explicit.

5. **Ready-Pose Management**:  
   - **TASK**: The PDDL includes a "need-ready" flag and an explicit "execute_go_ready" action to manage the robot's return to a ready pose after certain actions.
   - **CODE_FUNC**: The description mentions returning to the ready position but does not specify the internal flag management or the necessity of this step after certain actions.

6. **Conditional Effects and Drawer Fill State**:  
   - **TASK**: The PDDL models the drawer's fill state (empty, partially filled, full) and updates it conditionally when placing objects.
   - **CODE_FUNC**: The description does not mention the drawer's fill state or any conditional logic based on it.

7. **Robot State Management**:  
   - **TASK**: The PDDL tracks the robot's hand state (empty/holding), free/busy status, and location at each step.
   - **CODE_FUNC**: The description assumes these transitions but does not explicitly mention them.

8. **Handle vs. Object Distinction**:  
   - **TASK**: The PDDL distinguishes between picking handles (for opening drawers) and picking objects (like dice), with different actions and effects.
   - **CODE_FUNC**: The description mentions picking the handle and the object but does not clarify that these are distinct action types with different preconditions/effects.

9. **Generalization vs. Specificity**:  
   - **TASK**: The PDDL is general and could be used for any dice and any drawer in the problem instance.
   - **CODE_FUNC**: The description is specific to "dice1" and a particular drawer, reducing generality.

10. **Movement Actions**:  
    - **TASK**: The PDDL includes explicit movement actions (execute_go) with preconditions about robot state and location.
    - **CODE_FUNC**: The description refers to "high-level movement commands" but does not specify the constraints or state checks.

**Summary:**  
The semantic differences are primarily in explicitness, abstraction level, error handling, specificity, and the modeling of state transitions and conditions. The CODE_FUNC is a high-level summary of a specific instance, while the TASK (PDDL) is a formal, general, and detailed specification.

Refined Code Generated:
-------------------
from Object_list import Object
from skill_mapping import RobotController

def long_horizon_task2_oracle_seq():
    """
    Place one dice (dice1) into a drawer (drawer_bottom) following the explicit state transitions
    and requirements as specified in the PDDL domain.
    """
    robot = RobotController()

    # Step 1: Move from ready-pose to handle_bottom location
    robot.execute_movement(Object["ready_pose"], Object["drawer_bottom_handle"], mode=7)  # execute_go

    # Step 2: Pick handle_bottom (handle pick, no need-ready)
    robot.execute_movement(Object["drawer_bottom_handle"], mode=5, axis=0)  # execute_pick_handle

    # Step 3: Pull drawer_bottom using handle_bottom (drawer must be unlocked and closed)
    robot.execute_movement(Object["drawer_bottom_handle"], mode=4, axis=0, distance=0.1)  # execute_pull

    # Step 4: Move from handle_bottom to dice1 location
    robot.execute_movement(Object["drawer_bottom_handle"], Object["dice1"], mode=7)  # execute_go

    # Step 5: Pick dice1 (object pick, sets need-ready)
    robot.execute_movement(Object["dice1"], mode=1, axis=2)  # execute_pick_object

    # Step 6: Return to ready-pose to clear need-ready
    robot.execute_movement(Object["dice1"], Object["ready_pose"], mode=8)  # execute_go_ready

    # Step 7: Move from ready-pose to drawer_bottom location
    robot.execute_movement(Object["ready_pose"], Object["drawer_bottom_place"], mode=7)  # execute_go

    # Step 8: Place dice1 into drawer_bottom (drawer must be open, not full, sets need-ready)
    robot.execute_movement(Object["drawer_bottom_place"], mode=2, axis=2)  # execute_place_object

    # Step 9: Return to ready-pose to clear need-ready
    robot.execute_movement(Object["drawer_bottom_place"], Object["ready_pose"], mode=8)  # execute_go_ready

    # Step 10: Move from ready-pose to handle_bottom location
    robot.execute_movement(Object["ready_pose"], Object["drawer_bottom_handle"], mode=7)  # execute_go

    # Step 11: Push drawer_bottom closed (drawer must be open)
    robot.execute_movement(Object["drawer_bottom_handle"], mode=3, axis=0, distance=0.1)  # execute_push

    # Step 12: Move from handle_bottom to ready-pose
    robot.execute_movement(Object["drawer_bottom_handle"], Object["ready_pose"], mode=7)  # execute_go

def main():
    """
    Main entry point for the task.
    """
    long_horizon_task2_oracle_seq()

if __name__ == "__main__":
    main()
-------------------

=== Instruction 2 ===
Is Correct: False
Syntax Pass: False
Code Function: The code defines a sequence of robot actions to perform a long-horizon manipulation task. It uses a robot controller to execute a series of movements involving picking up and placing objects. The robot starts from a ready position, moves to the floor, picks up a dice, and then picks up a handle. It uses the handle to pull open a drawer, moves to the drawer area, places the dice inside the drawer, pushes the drawer closed, and finally returns to the ready position. Each step specifies the target object, movement mode, and relevant axes or distances. The process is wrapped in error handling to catch and report any exceptions during execution.
Similarity: {'ok': True, 'reason': 'The described code sequence achieves the task by picking up a dice, opening the drawer with the handle, placing the dice inside, closing the drawer, and returning to ready pose.'}
Differences: 1. **Number of Dice**:  
   - **TASK**: Specifies "a single dice" (i.e., only one dice should be put into the drawer).
   - **CODE_FUNC**: The description says "picks up a dice" (singular), so this matches.

2. **Drawer Selection**:  
   - **TASK**: Does not specify which drawer to use (there are three: drawer_bottom, drawer_middle, drawer_top).
   - **CODE_FUNC**: The description does not specify which drawer is used, but implies a single drawer is selected.

3. **Handle Selection**:  
   - **TASK**: Does not specify which handle to use (there are three handles, each associated with a drawer).
   - **CODE_FUNC**: The description says "picks up a handle" and "uses the handle to pull open a drawer", but does not specify which handle.

4. **Initial and Final Robot Pose**:  
   - **TASK**: Does not specify that the robot must start or end in the ready-pose, but the initial state in the observation has the robot at ready-pose.
   - **CODE_FUNC**: Explicitly states the robot starts and ends at the ready position.

5. **Error Handling**:  
   - **TASK**: No mention of error handling or exception reporting.
   - **CODE_FUNC**: Explicitly mentions error handling to catch and report exceptions.

6. **Movement Details**:  
   - **TASK**: Abstract instruction; does not specify movement modes, axes, or distances.
   - **CODE_FUNC**: Specifies movement mode, axes, and distances for each step.

7. **Sequence of Actions**:  
   - **TASK**: Only specifies the end goal (dice in drawer), not the intermediate steps.
   - **CODE_FUNC**: Specifies the full sequence: move to floor, pick dice, pick handle, pull drawer, move to drawer area, place dice, push drawer, return to ready.

8. **Drawer State After Task**:  
   - **TASK**: Does not specify whether the drawer should be left open or closed.
   - **CODE_FUNC**: Explicitly closes the drawer after placing the dice.

9. **Use of Handles**:  
   - **TASK**: Does not specify that a handle must be used to open the drawer.
   - **CODE_FUNC**: Explicitly picks up a handle and uses it to open the drawer.

10. **Robot Hand State**:  
    - **TASK**: Does not specify whether the robot's hand should be empty at the end.
    - **CODE_FUNC**: Implies the robot's hand is empty at the end (returns to ready position after all actions).

11. **Multiple Dice/Drawers**:  
    - **TASK**: The environment contains two dice and three drawers, but the instruction is to put a single dice into a drawer.
    - **CODE_FUNC**: Only describes picking up and placing one dice.

12. **Location Details**:  
    - **TASK**: Does not specify which location the robot should move to for each action.
    - **CODE_FUNC**: Specifies moving to the floor, drawer area, and ready position.

13. **Partial vs. Full Drawer**:  
    - **TASK**: No mention of drawer fullness.
    - **CODE_FUNC**: No mention, but the PDDL domain handles drawer fullness transitions.

**Summary**:  
The main semantic differences are that CODE_FUNC is more specific and prescriptive about the sequence, error handling, movement details, and final state (drawer closed, robot at ready), while TASK is abstract and underspecified about these aspects. The core goal (put a single dice into a drawer) is the same, but CODE_FUNC adds constraints and details not present in TASK.

Refined Code Generated:
-------------------
"""Module to execute the task: Put a single dice into the drawer."""
from Object_list import Object
from skill_mapping import RobotController

def long_horizon_task2_oracle_seq():
    """Sequence to put a single dice into a drawer."""
    robot = RobotController()

    try:
        # Move from ready-pose to floor
        robot.execute_movement(Object.get("floor", None), mode=7)

        # Pick dice1 from floor (approach along z-axis)
        robot.execute_movement(Object.get("dice1", None), mode=1, axis=2)

        # Move to floor (noop, for completeness)
        robot.execute_movement(Object.get("floor", None), mode=7)

        # Pick handle_bottom from floor (approach along x-axis)
        robot.execute_movement(Object.get("handle_bottom", None), mode=1, axis=0)

        # Pull drawer_bottom using handle_bottom at floor
        robot.execute_movement(Object.get("drawer_bottom_handle", None), mode=4, axis=0, distance=0.1)

        # Move from floor to drawer-area
        robot.execute_movement(Object.get("drawer-area", None), mode=7)

        # Place dice1 into drawer_bottom at drawer-area (approach along z-axis)
        robot.execute_movement(Object.get("drawer_bottom_place_left", None), mode=2, axis=2)

        # Push drawer_bottom at drawer-area
        robot.execute_movement(Object.get("drawer_bottom_place_left", None), mode=3, axis=0, distance=0.1)

        # Move from drawer-area to ready-pose
        robot.execute_movement(Object.get("ready-pose", None), mode=7)

    except Exception as error:
        print(f"Error during task execution: {error}")

def main():
    """Main entry point for the task."""
    long_horizon_task2_oracle_seq()

if __name__ == "__main__":
    main()
-------------------

=== Instruction 3 ===
Is Correct: False
Syntax Pass: False
Code Function: This code defines a sequence of robot actions to perform a long-horizon task involving picking up a dice and placing it into a drawer. The robot starts from a ready position, moves to the floor, picks up a dice, and then picks up a drawer handle. It pulls the drawer open, places the dice inside the drawer, pushes the drawer closed, and finally returns to the ready position. Each step is executed in order, with error handling for each action to report any issues. The main function runs this sequence when the script is executed.
Similarity: {'ok': False, 'reason': 'The code description incorrectly states that the robot picks up both the dice and the handle before pulling the drawer, but the domain only allows holding one object at a time, so the described sequence is not feasible.'}
Differences: 1. **Object Selection**:  
   - TASK: Specifies "Insert one die into a drawer" without specifying which die or which drawer.
   - CODE_FUNC: Implies a specific dice and a specific drawer are chosen (e.g., "a dice" and "a drawer handle"), but does not specify which ones if multiple are present.

2. **Handle Manipulation**:  
   - TASK: Does not mention the need to interact with a handle.
   - CODE_FUNC: Explicitly includes picking up a drawer handle to open the drawer.

3. **Drawer State Management**:  
   - TASK: Assumes the drawer is ready for insertion (open and accessible).
   - CODE_FUNC: Explicitly opens the drawer (pulls handle), places the dice, and then closes the drawer (pushes it).

4. **Robot Start and End Pose**:  
   - TASK: Does not specify the robot's starting or ending pose.
   - CODE_FUNC: Starts and ends with the robot in a "ready" position.

5. **Error Handling**:  
   - TASK: No mention of error handling.
   - CODE_FUNC: Includes error handling/reporting for each action.

6. **Action Granularity**:  
   - TASK: High-level instruction.
   - CODE_FUNC: Specifies a detailed, step-by-step sequence of low-level actions.

7. **Sequence of Actions**:  
   - TASK: Only the insertion is required.
   - CODE_FUNC: Includes moving to the floor, picking up the dice, picking up the handle, opening the drawer, placing the dice, closing the drawer, and returning to ready pose.

8. **Assumptions about Initial State**:  
   - TASK: No explicit assumptions about the initial state of the robot or environment.
   - CODE_FUNC: Assumes the robot starts at ready pose, the dice is on the floor, and the drawer is closed and locked.

9. **Drawer Lock State**:  
   - TASK: Does not mention if the drawer is locked or unlocked.
   - CODE_FUNC: Implies the drawer must be unlocked before opening (since it pulls the handle).

10. **Object Placement**:  
    - TASK: Only requires the die to be inserted.
    - CODE_FUNC: Ensures the die is placed, and the drawer is closed afterward.

11. **Completeness of Task**:  
    - TASK: Task is complete once the die is in the drawer.
    - CODE_FUNC: Task is only complete after the robot returns to the ready pose and the drawer is closed.

12. **Multiple Objects/Drawers**:  
    - TASK: Ambiguous if there are multiple dice or drawers.
    - CODE_FUNC: Selects one dice and one drawer, but does not specify which if multiple exist.

13. **Use of Handles**:  
    - TASK: No mention of handles.
    - CODE_FUNC: Explicitly manipulates handles to open the drawer.

14. **Robot State Transitions**:  
    - TASK: No mention of robot state transitions (e.g., hand-empty, robot-free).
    - CODE_FUNC: Implies management of these states through action sequencing.

15. **Return to Ready Pose**:  
    - TASK: No requirement to return to ready pose.
    - CODE_FUNC: Explicitly returns to ready pose at the end.

16. **Drawer Fullness**:  
    - TASK: No mention of drawer capacity.
    - CODE_FUNC: Assumes the drawer is not full before placing the dice.

17. **Location Management**:  
    - TASK: No mention of robot or object locations.
    - CODE_FUNC: Explicitly moves between locations (ready pose, floor, drawer area).

18. **Conditional Effects**:  
    - TASK: No mention of conditional effects (e.g., drawer becoming full).
    - CODE_FUNC: Implies handling of such effects as part of the sequence.

19. **Script Execution**:  
    - TASK: Not specified as a script or function.
    - CODE_FUNC: Implemented as a main function to be run as a script.

20. **Reporting/Feedback**:  
    - TASK: No mention of reporting.
    - CODE_FUNC: Reports issues if any action fails.

---

**Summary**:  
The CODE_FUNC is a detailed, stepwise implementation that makes explicit many assumptions and sub-actions that the high-level TASK leaves implicit or unspecified. The CODE_FUNC also adds requirements (handle manipulation, drawer state management, error handling, return to ready pose) not present in the TASK.

Refined Code Generated:
-------------------
"""Module to insert one die into a drawer using the robot controller."""

from Object_list import Object
from skill_mapping import RobotController

def insert_die_into_drawer():
    """Insert one die into a drawer."""
    robot = RobotController()

    # Select the first available die and drawer
    die = Object.get("dice1", None)
    drawer = Object.get("drawer_bottom", None)
    floor = Object.get("floor", None)

    # Move to the die's location if not already there
    robot.execute_movement(Object.get("ready-pose", None), floor, mode=7)

    # Pick up the die from the floor (approach along z-axis)
    robot.execute_movement(die, mode=1, axis=2)

    # Move to the drawer area if needed (assuming drawer is at floor)
    # (No-op if already at floor)

    # Place the die into the drawer (assumes drawer is open and not full)
    robot.execute_movement(drawer, mode=2, axis=2)

def main():
    """Main function to insert one die into a drawer."""
    insert_die_into_drawer()

if __name__ == "__main__":
    main()
-------------------

=== Instruction 4 ===
Is Correct: False
Syntax Pass: False
Code Function: This code defines a sequence of robot actions to perform a long-horizon task involving moving objects and interacting with a drawer. The robot starts from a ready position, moves to the floor, picks up a dice, and then picks up a drawer handle. It pulls the drawer open, moves to the drawer area, and places the dice inside the drawer. Afterward, the robot returns to the floor, pushes the drawer closed, and finally returns to the ready position. Each step is executed in order, with error handling to print messages if any action fails. The main function runs this entire sequence when the script is executed.
Similarity: {'ok': True, 'reason': "The described code functionally achieves the task by picking up a dice, opening the drawer, placing the dice inside, and closing the drawer, following the domain's available actions and predicates."}
Differences: 1. **Explicitness of Sequence**:  
   - TASK describes the *goal* ("Store a dice inside the drawer") but does not specify the exact sequence of actions or error handling.
   - CODE_FUNC describes the *entire sequence* of actions required to achieve the goal, including moving, picking, pulling, placing, pushing, and returning to ready position, as well as error handling.

2. **Error Handling**:  
   - TASK does not mention error handling.
   - CODE_FUNC explicitly includes error handling, printing messages if any action fails.

3. **Robot Starting and Ending State**:  
   - TASK does not specify the robot's starting or ending pose.
   - CODE_FUNC specifies that the robot starts and ends at the ready position.

4. **Object and Drawer Identification**:  
   - TASK refers generically to "a dice" and "the drawer".
   - CODE_FUNC implies selection of specific objects (e.g., a particular dice, a particular handle, a particular drawer).

5. **Intermediate Steps**:  
   - TASK does not mention intermediate steps (e.g., opening/closing the drawer, moving to specific locations).
   - CODE_FUNC details all intermediate steps required to accomplish the task.

6. **Action Granularity**:  
   - TASK is high-level and abstract.
   - CODE_FUNC is low-level and concrete, mapping to specific robot actions.

7. **Assumptions about Preconditions**:  
   - TASK does not specify preconditions (e.g., whether the drawer is open or closed, locked or unlocked).
   - CODE_FUNC assumes and handles the need to open the drawer and later close it.

8. **Handling of Multiple Objects**:  
   - TASK does not specify which dice or which drawer if multiple exist.
   - CODE_FUNC assumes a specific dice and drawer are selected.

9. **Return to Ready Pose**:  
   - TASK does not require the robot to return to a ready pose after completion.
   - CODE_FUNC explicitly returns the robot to the ready pose at the end.

10. **Error Reporting**:  
    - TASK does not mention reporting errors.
    - CODE_FUNC prints messages if actions fail.

11. **Script Execution Context**:  
    - TASK is an instruction, not a script.
    - CODE_FUNC is a script with a main function that runs the sequence when executed.

12. **Level of Abstraction**:  
    - TASK is a high-level instruction.
    - CODE_FUNC is an implementation-level description.

13. **Implicit vs. Explicit Handling of Drawer State**:  
    - TASK does not mention the state of the drawer (open/closed, locked/unlocked).
    - CODE_FUNC explicitly handles opening and closing the drawer.

14. **Location Management**:  
    - TASK does not mention robot movement between locations.
    - CODE_FUNC explicitly includes moving between locations (ready pose, floor, drawer area).

15. **Handle Manipulation**:  
    - TASK does not mention the need to manipulate a handle.
    - CODE_FUNC includes picking up and using the handle to open the drawer.

16. **Sequence Control**:  
    - TASK does not specify the order of actions.
    - CODE_FUNC enforces a strict order of actions.

17. **Feedback Mechanism**:  
    - TASK does not provide feedback on success or failure.
    - CODE_FUNC provides feedback via printed messages.

18. **Reusability**:  
    - TASK is reusable as a general instruction.
    - CODE_FUNC is a specific implementation for a particular scenario.

19. **Parameterization**:  
    - TASK is parameterized only by object types.
    - CODE_FUNC is parameterized by specific object instances and locations.

20. **Assumed Knowledge**:  
    - TASK assumes the agent knows how to achieve the goal.
    - CODE_FUNC does not assume this and provides all necessary steps.

---

**Summary**:  
TASK is a high-level, abstract instruction, while CODE_FUNC is a detailed, step-by-step implementation including error handling, explicit sequencing, and state management.

Refined Code Generated:
-------------------
"""Module to store a dice inside the drawer using robot actions."""
from Object_list import Object
from skill_mapping import RobotController

def long_horizon_task2_oracle_seq():
    """Sequence to store a dice inside the drawer."""
    robot = RobotController()

    try:
        # Step 1: Move from ready-pose to floor
        robot.execute_movement(Object.get("floor", None), mode=7)
    except Exception as error:
        print(f"Error in Step 1 (execute_go ready-pose->floor): {error}")

    try:
        # Step 2: Pick dice1 from floor (axis=2 for general object)
        robot.execute_movement(Object.get("dice1", None), mode=1, axis=2)
    except Exception as error:
        print(f"Error in Step 2 (execute_pick dice1): {error}")

    try:
        # Step 3: Move from floor to floor (noop, but included for plan completeness)
        robot.execute_movement(Object.get("floor", None), mode=7)
    except Exception as error:
        print(f"Error in Step 3 (execute_go floor->floor): {error}")

    try:
        # Step 4: Pick handle_bottom from floor (axis=0 for handle)
        robot.execute_movement(Object.get("handle_bottom", None), mode=1, axis=0)
    except Exception as error:
        print(f"Error in Step 4 (execute_pick handle_bottom): {error}")

    try:
        # Step 5: Pull drawer_bottom using handle_bottom at floor
        robot.execute_movement(Object.get("handle_bottom", None), mode=4, axis=0, distance=0.1)
    except Exception as error:
        print(f"Error in Step 5 (execute_pull drawer_bottom): {error}")

    try:
        # Step 6: Move from floor to drawer-area
        robot.execute_movement(Object.get("drawer-area", None), mode=7)
    except Exception as error:
        print(f"Error in Step 6 (execute_go floor->drawer-area): {error}")

    try:
        # Step 7: Place dice1 into drawer_bottom at drawer-area (axis=2 for general object)
        robot.execute_movement(Object.get("drawer_bottom_place_left", None), mode=2, axis=2)
    except Exception as error:
        print(f"Error in Step 7 (execute_place dice1): {error}")

    try:
        # Step 8: Move from drawer-area to floor
        robot.execute_movement(Object.get("floor", None), mode=7)
    except Exception as error:
        print(f"Error in Step 8 (execute_go drawer-area->floor): {error}")

    try:
        # Step 9: Push drawer_bottom at floor (axis=0 for push, default)
        robot.execute_movement(Object.get("drawer_bottom_handle", None), mode=3, axis=0, distance=0.1)
    except Exception as error:
        print(f"Error in Step 9 (execute_push drawer_bottom): {error}")

    try:
        # Step 10: Move from floor to ready-pose
        robot.execute_movement(Object.get("ready-pose", None), mode=7)
    except Exception as error:
        print(f"Error in Step 10 (execute_go floor->ready-pose): {error}")

def main():
    """Main function to execute the long horizon task."""
    long_horizon_task2_oracle_seq()

if __name__ == "__main__":
    main()
-------------------

=== Instruction 5 ===
Is Correct: False
Syntax Pass: False
Code Function: This code defines a sequence of actions for a robot to perform a specific task involving a dice and a drawer. The robot first picks up a dice from the floor, then picks up the drawer handle, pulls open the bottom drawer, and finally places the dice into the opened drawer. The actions are executed in order, and any errors during execution are caught and printed. The main function runs this task sequence when the script is executed.
Similarity: {'ok': False, 'reason': 'The code_func describes picking up both the dice and the handle, but the domain only allows the robot to hold one object at a time, so the described sequence cannot be executed as stated.'}
Differences: 1. **Specificity of Drawer**  
   - **TASK**: "Drop one dice into any open drawer." The instruction allows the dice to be placed into *any* open drawer; it is not specific about which drawer.
   - **CODE_FUNC**: The code always selects the *bottom drawer* (drawer_bottom) for the operation, not any open drawer.

2. **Drawer State Requirement**  
   - **TASK**: Assumes the existence of an open drawer, or at least does not specify the robot must open it.
   - **CODE_FUNC**: The code explicitly includes the steps to open the bottom drawer (by picking up the handle and pulling), regardless of its initial state.

3. **Handle Manipulation**  
   - **TASK**: Does not mention the need to interact with a handle or open a drawer; it only specifies dropping a dice into an open drawer.
   - **CODE_FUNC**: The code includes picking up the handle and pulling the drawer open as necessary steps.

4. **Dice Selection**  
   - **TASK**: "one dice"—the instruction is ambiguous as to which dice to use if more than one is available.
   - **CODE_FUNC**: The code selects a specific dice (e.g., dice1), not just any dice.

5. **Error Handling**  
   - **TASK**: No mention of error handling.
   - **CODE_FUNC**: The code includes error catching and printing during execution.

6. **Sequence of Actions**  
   - **TASK**: Only specifies the end goal (dice in open drawer), not the sequence of actions.
   - **CODE_FUNC**: Specifies a fixed sequence: pick dice, pick handle, pull drawer, place dice.

7. **Assumption of Initial State**  
   - **TASK**: Assumes at least one drawer is open, or does not specify the need to open a drawer.
   - **CODE_FUNC**: Assumes all drawers are closed and must be opened as part of the procedure.

8. **Placement Action**  
   - **TASK**: Uses the verb "drop," which could imply a less precise action than "place."
   - **CODE_FUNC**: Uses a precise "place" action (execute_place_object).

9. **Drawer Fullness**  
   - **TASK**: No mention of drawer capacity.
   - **CODE_FUNC**: The code (by using execute_place_object) checks that the drawer is not full before placing the dice.

10. **Location**  
    - **TASK**: No mention of robot's location or movement.
    - **CODE_FUNC**: The code may include moving the robot to the correct location as part of the sequence.

---

**Summary:**  
The main semantic differences are that the TASK is general and underspecified (any dice, any open drawer, no mention of opening drawers or handles), while the CODE_FUNC is specific (always bottom drawer, always opens it, always picks a specific dice, includes error handling and movement).

Refined Code Generated:
-------------------
from Object_list import Object
from skill_mapping import RobotController

def long_horizon_task2_oracle_seq():
    """
    Drops one dice into any open drawer.
    """
    robot = RobotController()

    # Select any dice on the floor
    dice = None
    for dice_name in ["dice1", "dice2"]:
        if robot.is_on_floor(Object[dice_name]):
            dice = Object[dice_name]
            break
    if dice is None:
        return

    # Select any open drawer
    open_drawer = None
    for drawer_name in ["drawer_bottom", "drawer_middle", "drawer_top"]:
        if robot.is_drawer_open(drawer_name):
            open_drawer = drawer_name
            break
    if open_drawer is None:
        return

    # Move to the dice and pick it up
    robot.execute_movement(dice, mode=1, axis=2)
    robot.execute_movement(mode=8)  # Go to ready pose after pick

    # Move to the open drawer and drop/place the dice
    place_location = Object[f"{open_drawer}_place_left"]
    robot.execute_movement(place_location, mode=2, axis=2)

def main():
    long_horizon_task2_oracle_seq()

if __name__ == "__main__":
    main()
-------------------

