# Forecast AI Agent Skills

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

Browse 18 official AI agent skills across 1 Forecast repository, with install commands and source links.

Official page: https://skillscout.sh/official/forecast-bio/
Markdown page: https://skillscout.sh/official/forecast-bio/forecast-bio_skills_skillscout.md
Vendor website: https://forecast.bio/

## Prompt for your agent

Fetch this Markdown manifest as plain text: https://skillscout.sh/official/forecast-bio/forecast-bio_skills_skillscout.md. If your browser cannot display the Markdown directly, use curl or another text fetcher. Recommend the relevant Forecast 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

### forecast-bio/ferray

Includes 18 official skills: preflight, dev-release, featree, feature, architect, audit.

Install:

```bash
npx skills add forecast-bio/ferray -y
```

Source: https://github.com/forecast-bio/ferray

## Individual skills

### preflight

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@preflight -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/HEAD/.claude/skills/preflight

### dev-release

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@dev-release -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/main/.claude/skills/dev-release

### featree

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@featree -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/main/.claude/skills/featree

### feature

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@feature -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/main/.claude/skills/feature

### architect

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@architect -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/HEAD/.claude/skills/architect

### audit

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@audit -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/main/.claude/skills/audit

### check

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@check -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/main/.claude/skills/check

### commit

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@commit -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/main/.claude/skills/commit

### crosslink-guide

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@crosslink-guide -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/main/.claude/skills/crosslink-guide

### design

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@design -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/main/.claude/skills/design

### kickoff

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@kickoff -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/HEAD/.claude/skills/kickoff

### maintain

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@maintain -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/HEAD/.claude/skills/maintain

### qa

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@qa -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/HEAD/.claude/skills/qa

### review-pre-commit

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@review-pre-commit -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/HEAD/.claude/skills/review-pre-commit

### rust-fix-discipline

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@rust-fix-discipline -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/HEAD/.claude/skills/rust-fix-discipline

### rust-gpu-discipline

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@rust-gpu-discipline -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/HEAD/.claude/skills/rust-gpu-discipline

### rust-quality

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@rust-quality -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/HEAD/.claude/skills/rust-quality

### workflow

Official Forecast skill from forecast-bio/ferray.

Install:

```bash
npx skills add forecast-bio/ferray@workflow -y
```

Package: forecast-bio/ferray
Source: https://github.com/forecast-bio/ferray/tree/HEAD/.claude/skills/workflow

## forecast-bio/ferray package overview

Includes 18 official skills: preflight, dev-release, featree, feature, architect, audit.

### Top skills in this package

- preflight: Official Forecast skill from forecast-bio/ferray.
- dev-release: Official Forecast skill from forecast-bio/ferray.
- featree: Official Forecast skill from forecast-bio/ferray.
- feature: Official Forecast skill from forecast-bio/ferray.
- architect: Official Forecast skill from forecast-bio/ferray.
- audit: Official Forecast skill from forecast-bio/ferray.
- check: Official Forecast skill from forecast-bio/ferray.
- commit: Official Forecast skill from forecast-bio/ferray.

### Install

Install the full package:

```bash
npx skills add forecast-bio/ferray -y
```

Install a specific skill:

```bash
npx skills add forecast-bio/ferray@preflight -y
```

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

Source: https://github.com/forecast-bio/ferray#readme