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SkillHub ClubAnalyze Data & AIFull StackData / AI

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.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
1,535
Hot score
99
Updated
March 20, 2026
Overall rating
C4.5
Composite score
4.5
Best-practice grade
B84.0

Install command

npx @skill-hub/cli install gentleman-programming-gentleman-dots-skill-creator

Repository

Gentleman-Programming/Gentleman.Dots

Skill path: GentlemanClaude/skills/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.

Open repository

Best for

Primary workflow: Analyze Data & AI.

Technical facets: Full Stack, Data / AI.

Target audience: everyone.

License: Apache-2.0.

Original source

Catalog source: SkillHub Club.

Repository owner: Gentleman-Programming.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install skill-creator into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/Gentleman-Programming/Gentleman.Dots before adding skill-creator to shared team environments
  • Use skill-creator for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

Original source / Raw 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: gentleman-programming
  version: "1.0"
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

```markdown
---
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: gentleman-programming
  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/

```
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 | `gentleman-programming` |
| `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`:

```markdown
| `{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
skill-creator | SkillHub