Claude Skills by Toloka

To use a skill value for selecting Tolokers, define the `assignments_issuing_config.filter` object in the [pool parameters](https://toloka.ai/docs/api/api-reference/#tag--pool). To filter Tolokers without a skill set the `"operator": "EQ"` parameter and exclude the `value` parameter.

`crowdkit.aggregation.classification.zero_based_skill.ZeroBasedSkill` | [Source code](https://github.com/Toloka/crowd-kit/blob/v1.2.1/crowdkit/aggregation/classification/zero_based_skill.py#L14) ```python ZeroBasedSkill( self, n_iter: int = 100, lr_init: float = 1.0, lr_steps_to_reduce: int = 20, lr_reduce_factor: float = 0.5, eps: float = 1e-05 ) ``` The **Zero-Based Skill** (ZBS) aggregation model performs weighted majority voting on tasks. After processing a pool of tasks, it re-estimates ...

{% cut "How do I know when a particular Toloker got the skill?" %} 1. Go to the [Toloker card](../../../concepts/users.md). 1. Click the **Profile** tab. 1. Find the required skill in the list and download the history of its changes. {% endcut %}

{% cut "Are there any easy ways to assign a certain Toloker a skill in Toloka, even if the Toloker didn't do any tasks (like I can do in the sandbox)?" %} In the main Toloka version, you can only assign a skill to Tolokers who have completed at least one of your tasks. There is no option to assign a skill to an arbitrary user. To limit the audience of Tolokers who will see your project, use [filters](../../../../guide/concepts/filters.md). For example, specify the city, date of birth, gender,...

{% cut "You can't aggregate by skill. When running via the API, I get the error code `ONLY_FOR_POOL_WITH_MIXER`. Why?" %} You need to use [smart mixing](../../../../guide/concepts/task_upload.md#smart-mixing_1). {% endcut %}

_Assign an existing skill to Tolokers an set its level._

Получает список созданных навыков.

Получает список исполнителей с назначенными навыками.

Получает значение навыка исполнителя.