> ## Documentation Index
> Fetch the complete documentation index at: https://developers.techwolf.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Profile Feedback

Once you have added your Skill Cluster framework, you can provide skill profile
feedback using those Skill Clusters as well!

## Feedback with Skill Clusters

For example, if you want to add the Skill Cluster `Data Science Modelling` to a
given Employees skill profile, you can send the following `PUT` to
`employees/<external_id>/skill_profile` with query parameter
`feedback_format=skill_clusters`.

```JSON theme={null}
{
  "skill_clusters": [
    {
      "skill_clusters_name": "Data Science Modelling",
      "proficiency_level": 2
    }
  ]
}
```

Note that for the Skill Cluster feedback, you only have to send the
`Data Science Modelling` Skill Cluster (& not the existing Skill Clusters in the
skill profile).