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# nemo_gym.harness_capabilities.behavior

Checks against controlled observations; independent of artifact validation and process exit.

## Module Contents

### Functions

| Name                                                                           | Description                                                                |
| ------------------------------------------------------------------------------ | -------------------------------------------------------------------------- |
| [`_mapping`](#nemo_gym-harness_capabilities-behavior-_mapping)                 | -                                                                          |
| [`_objects`](#nemo_gym-harness_capabilities-behavior-_objects)                 | -                                                                          |
| [`inspect_behavior`](#nemo_gym-harness_capabilities-behavior-inspect_behavior) | Check saved evidence and observations against explicit test expectations.  |
| [`model_checks`](#nemo_gym-harness_capabilities-behavior-model_checks)         | Compare canonical fields to the independently scripted endpoint exchanges. |
| [`tool_checks`](#nemo_gym-harness_capabilities-behavior-tool_checks)           | -                                                                          |

### API

```python
nemo_gym.harness_capabilities.behavior._mapping(
    value: object
) -> dict
```

```python
nemo_gym.harness_capabilities.behavior._objects(
    value: object
) -> list[dict]
```

```python
nemo_gym.harness_capabilities.behavior.inspect_behavior(
    witness: dict | None,
    record: dict | None,
    http_errors: tuple[int, ...],
    terminal_error: bool,
    tool_steps: int,
    expected_reward: float,
    fingerprint: collections.abc.Callable
) -> list[dict]
```

Check saved evidence and observations against explicit test expectations.

```python
nemo_gym.harness_capabilities.behavior.model_checks(
    record: dict | None,
    attempts: list[dict],
    fingerprint: collections.abc.Callable,
    available: bool = True
) -> list[dict]
```

Compare canonical fields to the independently scripted endpoint exchanges.

```python
nemo_gym.harness_capabilities.behavior.tool_checks(
    record: dict | None,
    witnessed: list[dict],
    applies: bool = True,
    available: bool = True
) -> list[dict]
```