Skip to content
Security
Skill

/skill-creator

Creates new AI agent skills following the Agent Skills spec. Trigger: When user asks to create a new skill, add agent instructions, or document patterns for AI.

From plugin
prowler
15k39 skills1 MCP
Install
$ npx -y skills add prowler-cloud/prowler --skill skill-creator --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/skill-creator

Context preview

The summary Claude sees to decide when to auto-load this skill.

Creates new AI agent skills following the Agent Skills spec. Trigger: When user asks to create a new skill, add agent instructions, or document patterns for AI.

SKILL.md

skill-creator.SKILL.md
name: skill-creator
description: >
  Creates new AI agent skills following the Agent Skills spec.
  Trigger: When user asks to create a new skill, add agent instructions, or document patterns for AI.
license: Apache-2.0
metadata:
  author: prowler-cloud
  version: "1.0"
  scope: [root]
  auto_invoke: "Creating new skills"
allowed-tools: Read, Edit, Write, Glob, Grep, Bash, WebFetch, WebSearch, Task

When to Create a Skill

Create a skill when:

  • A pattern is used repeatedly and AI needs guidance
  • Project-specific conventions differ from generic best practices
  • Complex workflows need step-by-step instructions
  • Decision trees help AI choose the right approach

**Don't create a skill when:**

  • Documentation already exists (create a reference instead)
  • Pattern is trivial or self-explanatory
  • It's a one-off task

---

Skill Structure

skills/{skill-name}/
├── SKILL.md              # Required - main skill file
├── assets/               # Optional - templates, schemas, examples
│   ├── template.py
│   └── schema.json
└── references/           # Optional - links to local docs
    └── docs.md           # Points to docs/developer-guide/*.mdx

---

SKILL.md Template

---
name: {skill-name}
description: >
  {One-line description of what this skill does}.
  Trigger: {When the AI should load this skill}.
license: Apache-2.0
metadata:
  author: prowler-cloud
  version: "1.0"
---

## When to Use

{Bullet points of when to use this skill}

## Critical Patterns

{The most important rules - what AI MUST know}

## Code Examples

{Minimal, focused examples}

## Commands

```bash
{Common commands}

Resources

  • **Templates**: See [assets/](assets/) for {description}
  • **Documentation**: See [references/](references/) for local docs

---

## Naming Conventions

| Type | Pattern | Examples |
|------|---------|----------|
| Generic skill | `{technology}` | `pytest`, `playwright`, `typescript` |
| Prowler-specific | `prowler-{component}` | `prowler-api`, `prowler-ui`, `prowler-sdk-check` |
| Testing skill | `prowler-test-{component}` | `prowler-test-sdk`, `prowler-test-api` |
| Workflow skill | `{action}-{target}` | `skill-creator`, `jira-task` |

---

## Decision: assets/ vs references/

```text
Need code templates?        → assets/
Need JSON schemas?          → assets/
Need example configs?       → assets/
Link to existing docs?      → references/
Link to external guides?    → references/ (with local path)

**Key Rule**: `references/` should point to LOCAL files (`docs/developer-guide/*.mdx`), not web URLs.

---

Decision: Prowler-Specific vs Generic

Patterns apply to ANY project?     → Generic skill (e.g., pytest, typescript)
Patterns are Prowler-specific?     → prowler-{name} skill
Generic skill needs Prowler info?  → Add references/ pointing to Prowler docs

---

Frontmatter Fields

| Field | Required | Description | |-------|----------|-------------| | `name` | Yes | Skill identifier (lowercase, hyphens) | | `description` | Yes | What + Trigger in one block | | `license` | Yes | Always `Apache-2.0` for Prowler | | `metadata.author` | Yes | `prowler-cloud` | | `metadata.version` | Yes | Semantic version as string |

---

Content Guidelines

DO

  • Start with the most critical patterns
  • Use tables for decision trees
  • Keep code examples minimal and focused
  • Include Commands section with copy-paste commands

DON'T

  • Add Keywords section (agent searches frontmatter, not body)
  • Duplicate content from existing docs (reference instead)
  • Include lengthy explanations (link to docs)
  • Add troubleshooting sections (keep focused)
  • Use web URLs in references (use local paths)

---

Registering the Skill

After creating the skill, add it to `AGENTS.md`:

| `{skill-name}` | {Description} | [SKILL.md](skills/{skill-name}/SKILL.md) |

---

Checklist Before Creating

  • [ ] Skill doesn't already exist (check `skills/`)
  • [ ] Pattern is reusable (not one-off)
  • [ ] Name follows conventions
  • [ ] Frontmatter is complete (description includes trigger keywords)
  • [ ] Critical patterns are clear
  • [ ] Code examples are minimal
  • [ ] Commands section exists
  • [ ] Added to AGENTS.md

Resources

  • **Templates**: See [assets/](assets/) for SKILL.md template
Read more
Ships withprowler

Prowler is the world’s most widely used Open-Source Cloud Security Platform that automates security and compliance across any cloud environment.

Get the whole plugin
Stats
14,557
Stars
2,311
Forks
Active
Maintenance
Python
Language
Apache-2.0
License
1h ago
Last commit
9y ago
Created

Repo: prowler-cloud/prowler