AI Starter Package
Guides/Install Skills

Installing AI Skills

Skills are SKILL.md instruction files that give Claude specialized domain knowledge on demand. Install them from GitHub, organize by domain, or write your own in minutes.

Skills System1,730+ AvailableExtensible

What Are Skills?

A skill is a SKILL.md file that contains structured instructions for Claude. When Claude sees a matching trigger — a user request, a keyword, or a task type — it loads the skill and follows its instructions instead of improvising.

Skills are the difference between Claude making a reasonable guess about how to do a code review and Claude following your exact process with your checklist, your standards, and your output format.

A skill file looks like this:
# Code Review
## Trigger
When asked to review code, do a PR review, or audit a file.
## Instructions
1. Check for security issues first (SQL injection, XSS, secrets)
2. Review logic and edge cases
3. Verify TypeScript types are correct
4. Output as: Critical / Warning / Suggestion / Nitpick

Where Skills Are Stored

Skills live in ~/.claude/skills/ by default. This global location makes them available in every project on your machine.

# Skills directory structure
~/.claude/
└── skills/
├── frontend/
│ ├── react-components.md
│ └── tailwind-audit.md
├── backend/
│ ├── api-design.md
│ └── database-migrations.md
├── security/
│ └── security-review.md
└── writing/
└── technical-docs.md

You can also put project-specific skills in .claude/skills/ — these load only when working in that project.

How to Install Skills from GitHub

1

Find a Skills Repository

Search GitHub for repositories containing SKILL.md files. Many open-source projects publish skills collections organized by domain.

2

Clone and Copy

# Clone the skills repo
$ git clone https://github.com/example/ai-skills /tmp/skills-repo
# Review skills before installing (important!)
$ ls /tmp/skills-repo/skills/
# Copy to your global skills directory
$ cp -r /tmp/skills-repo/skills/* ~/.claude/skills/
3

Verify Installation

$ claude
> What skills do you have for code review?
I have the following code review skills loaded:
- code-review.md (security, logic, types, formatting)
- security-review.md (OWASP, injection, secrets)

The Dual-Gate Review Process

Before installing any skill from an unknown source, run it through this two-gate review. The AI Starter Package auditor agent automates this — but the logic is simple enough to do manually:

1
Security scan

Check for malicious instructions, prompt injection attempts, or commands that exfiltrate data

2
Quality check

Verify the skill is specific, actionable, and follows SKILL.md format conventions

3
Deduplication

Merge overlapping skills from different sources into clean canonical versions

4
Indexing

Add to the skills index so Claude can discover it via keyword and semantic search

Organizing Skills by Domain

A well-organized skills directory loads faster and is easier to audit. Use subdirectories by domain:

Frontend
React patterns, Tailwind components, accessibility audits
Backend
API design, database migrations, auth flows
DevOps
Docker, CI/CD, Terraform, AWS deployment
Security
Vulnerability scanning, OWASP checks, secrets auditing
Writing
Blog posts, PRDs, technical documentation, changelogs
Data
SQL queries, pandas analysis, visualization, ML pipelines
Business
GTM strategy, pricing frameworks, OKR writing
Research
Literature review, hypothesis generation, paper writing

Creating Your Own Custom Skills

A custom skill is just a markdown file with a specific structure. Write one for any repeatable task you do more than twice:

# Skill Name
One clear noun phrase — e.g., "Code Review" or "SQL Query Writer"
## Trigger
When should this skill activate? Be specific about signals.
## Instructions
Step-by-step behavior. What to do, in what order, with what output format.
## Examples
At least one input/output example. This is the highest-leverage section.
## Anti-patterns
What NOT to do. Common failure modes and how to avoid them.

Get 1,730+ Pre-Audited Skills

The AI Starter Package includes 1,730+ skills security-audited from 123 repositories — organized, indexed, and ready to install in one command.