# Unsupervised AI Agent Skills

Unsupervised publishes official AI agent skills for its tools, services, and developer workflows.

Browse 21 official AI agent skills across 2 Unsupervised repositories, with install commands and source links.

Official page: https://skillscout.sh/official/unsupervisedcom/
Markdown page: https://skillscout.sh/official/unsupervisedcom/unsupervisedcom_skills_skillscout.md
Vendor website: https://unsupervised.com/

## Prompt for your agent

Fetch this Markdown manifest as plain text: https://skillscout.sh/official/unsupervisedcom/unsupervisedcom_skills_skillscout.md. If your browser cannot display the Markdown directly, use curl or another text fetcher. Recommend the relevant Unsupervised skills package or packages for my goal, explain which individual skills matter, and wait for my approval. After I approve, install with the npx command. If no project is open, install it as an agent skill I can use later.

## Skills packages

### unsupervisedcom/deepwork

Includes 18 official skills: deepplan, deepwork, identify, configure_reviews, create-agent, deepreviews.

Install:

```bash
npx skills add unsupervisedcom/deepwork -y
```

Source: https://github.com/Unsupervisedcom/deepwork

### unsupervisedcom/semlang

Includes 3 official skills: initial-ontology-creation, semlang, semlang-setup.

Install:

```bash
npx skills add unsupervisedcom/semlang -y
```

Source: https://github.com/Unsupervisedcom/semlang

## Individual skills

### deepplan

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@deepplan -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/unsupervisedcom/deepwork/tree/HEAD/plugins/claude/skills/deepplan

### deepwork

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@deepwork -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/Unsupervisedcom/deepwork/tree/main/plugins/claude/skills/deepwork

### identify

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@identify -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/Unsupervisedcom/deepwork/tree/main/learning_agents/skills/identify

### configure_reviews

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@configure_reviews -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/unsupervisedcom/deepwork/tree/HEAD/plugins/claude/skills/configure_reviews

### create-agent

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@create-agent -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/Unsupervisedcom/deepwork/tree/main/learning_agents/skills/create-agent

### deepreviews

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@deepreviews -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/Unsupervisedcom/deepwork/tree/main/plugins/claude/skills/deepreviews

### deepschema

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@deepschema -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/unsupervisedcom/deepwork/tree/HEAD/plugins/claude/skills/deepschema

### deepwork

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@deepwork -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/unsupervisedcom/deepwork/tree/HEAD/plugins/gemini/skills/deepwork

### incorporate-learnings

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@incorporate-learnings -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/unsupervisedcom/deepwork/tree/HEAD/learning_agents/skills/incorporate-learnings

### investigate-issues

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@investigate-issues -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/unsupervisedcom/deepwork/tree/HEAD/learning_agents/skills/investigate-issues

### learn

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@learn -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/Unsupervisedcom/deepwork/tree/main/learning_agents/skills/learn

### learning-agents

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@learning-agents -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/unsupervisedcom/deepwork/tree/HEAD/learning_agents/skills/learning-agents

### new_user

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@new_user -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/Unsupervisedcom/deepwork/tree/main/plugins/claude/skills/new_user

### prompt-review

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@prompt-review -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/unsupervisedcom/deepwork/tree/HEAD/learning_agents/skills/prompt-review

### record

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@record -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/Unsupervisedcom/deepwork/tree/main/plugins/claude/skills/record

### report-issue

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@report-issue -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/unsupervisedcom/deepwork/tree/HEAD/learning_agents/skills/report-issue

### review

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@review -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/Unsupervisedcom/deepwork/tree/main/plugins/claude/skills/review

### setup

Official Unsupervised skill from unsupervisedcom/deepwork.

Install:

```bash
npx skills add unsupervisedcom/deepwork@setup -y
```

Package: unsupervisedcom/deepwork
Source: https://github.com/unsupervisedcom/deepwork/tree/HEAD/learning_agents/skills/setup

### initial-ontology-creation

Official Unsupervised skill from unsupervisedcom/semlang.

Install:

```bash
npx skills add unsupervisedcom/semlang@initial-ontology-creation -y
```

Package: unsupervisedcom/semlang
Source: https://github.com/Unsupervisedcom/semlang/tree/main/skills/initial-ontology-creation

### semlang

Official Unsupervised skill from unsupervisedcom/semlang.

Install:

```bash
npx skills add unsupervisedcom/semlang@semlang -y
```

Package: unsupervisedcom/semlang
Source: https://github.com/unsupervisedcom/semlang/tree/HEAD/skills/semlang

### semlang-setup

Official Unsupervised skill from unsupervisedcom/semlang.

Install:

```bash
npx skills add unsupervisedcom/semlang@semlang-setup -y
```

Package: unsupervisedcom/semlang
Source: https://github.com/Unsupervisedcom/semlang/tree/main/skills/semlang-setup

## unsupervisedcom/deepwork package overview

Includes 18 official skills: deepplan, deepwork, identify, configure_reviews, create-agent, deepreviews.

### Top skills in this package

- deepplan: Official Unsupervised skill from unsupervisedcom/deepwork.
- deepwork: Official Unsupervised skill from unsupervisedcom/deepwork.
- identify: Official Unsupervised skill from unsupervisedcom/deepwork.
- configure_reviews: Official Unsupervised skill from unsupervisedcom/deepwork.
- create-agent: Official Unsupervised skill from unsupervisedcom/deepwork.
- deepreviews: Official Unsupervised skill from unsupervisedcom/deepwork.
- deepschema: Official Unsupervised skill from unsupervisedcom/deepwork.
- deepwork: Official Unsupervised skill from unsupervisedcom/deepwork.

### Install

Install the full package:

```bash
npx skills add unsupervisedcom/deepwork -y
```

Install a specific skill:

```bash
npx skills add unsupervisedcom/deepwork@deepplan -y
```

Use the package when you want your agent to choose the relevant skill from this official repository.

Source: https://github.com/unsupervisedcom/deepwork#readme