Skill Creator

VerifiedCaution

Creates new AI agent skills following the Agent Skills spec. Triggered when user asks to create a skill.

Sby Skills Guide Bot
Data & AIIntermediate
7/24/2026
Claude CodeCursorCodex
#agent-skills#skill-authoring#scaffolding#markdown-frontmatter#ai-agents

Recommended for

Automated summary

Generates new AI agent skills that follow the Agent Skills spec: folder layout, frontmatter, required sections, and registration in AGENTS.md.

Strengths

  • Ships a complete, ready-to-fill SKILL.md template (frontmatter, Critical Patterns, Commands, Resources)
  • Provides explicit naming rules per skill type (generic, project, test, workflow)
  • Includes a simple decision tree for choosing between assets/ and references/
  • Ends with a pre-creation checklist and the AGENTS.md registration step

Limitations

  • Assumes a repo organized around skills/ and AGENTS.md, with the author gentleman-programming hardcoded in frontmatter
  • Provides no lint or automated validation of frontmatter and structure
  • Does not cover publishing, versioning, or distributing the created skills
When to use it

Use it when a pattern, workflow, or project convention recurs often enough to be formalized as a reusable skill for an AI agent.

When not to use it

Skip it for one-off tasks, trivial patterns, or when existing documentation can simply be referenced instead.

Security analysis

Caution
Quality score86/100

No destructive, exfiltrating, obfuscated, or safety-disabling instructions are present. The main concern is the broad allowed-tools list, which authorizes shell and network access for a skill-creation workflow that does not explicitly require them; this warrants caution rather than risky.

Findings
  • •Declares Bash, WebFetch, WebSearch, and Task, granting shell, network, and subagent capabilities even though the core workflow mainly needs file read/write/edit access.
How this analysis is made

Examples

Scaffold a testing skill
Create a new skill capturing our pytest conventions. First check skills/ to make sure it doesn't already exist, then scaffold skills/pytest/SKILL.md with our fixture and marker patterns, add a minimal example under assets/, and register it in AGENTS.md.
Turn a workflow into a skill
Our team repeats the same PR review workflow every sprint. Turn it into a workflow skill named review-pr using the skill-creator conventions, and tell me whether the snippets belong in assets/ or references/.
Decide if a skill is warranted
We keep re-explaining how our API error envelope works to the agent. Should this become a skill or just a reference doc? Apply the skill-creator decision rules and, if it qualifies, scaffold it.

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

---
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


---

## Naming Conventions

| Type | Pattern | Examples |
|------|---------|----------|
| Generic skill | `{technology}` | `pytest`, `playwright`, `typescript` |
| Project-specific | `{project}-{component}` | `myapp-api`, `myapp-ui` |
| Testing skill | `{project}-test-{component}` | `myapp-test-sdk`, `myapp-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, not web URLs.

---

## Frontmatter Fields

| Field | Required | Description |
|-------|----------|-------------|
| `name` | Yes | Skill identifier (lowercase, hyphens) |
| `description` | Yes | What + Trigger in one block |
| `license` | Yes | Always `Apache-2.0` |
| `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/ for SKILL.md template

From the file to a first result

The download contains exactly the content displayed on this page. This copy may differ from the latest version in the source repository.

View the source and supporting files

This download contains SKILL.md only. Any scripts, references, templates and dependencies are not included. Get the required files from the source, preserving their directory structure, before continuing.

1. Download the file

Download SKILL.md

From the root of a test project, save the file as .skill-downloads/skill-creator-mryiqh43/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.

Command for macOS/Linux or WSL: requires a POSIX shell and curl. On Windows without WSL, use the download button and create the folder manually.

mkdir -p '.skill-downloads/skill-creator-mryiqh43' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/skill-creator-mryiqh43/download' --output '.skill-downloads/skill-creator-mryiqh43/SKILL.md.part' && mv '.skill-downloads/skill-creator-mryiqh43/SKILL.md.part' '.skill-downloads/skill-creator-mryiqh43/SKILL.md'

2. Check prerequisites

Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.

Tools declared by the author (check availability in your agent): Read, Edit, Write, Glob, Grep, Bash, WebFetch, WebSearch, Task

No recognized prerequisites section in this file. This does not mean it is self-contained: libraries, tools and access requirements may be mentioned elsewhere in the content or source repository.

The platforms on this page are catalog indications. The paths below follow tool documentation; they do not prove this skill has been run in those tools. No minimum tool version is confirmed for this listing.

3. Load the skill

After inspection, copy the complete folder into your project using one of the commands below, then open a new tool session. The command stops if a folder with the same name already exists: compare the files before replacing it.

Claude Code
test -f '.skill-downloads/skill-creator-mryiqh43/SKILL.md' && test -s '.skill-downloads/skill-creator-mryiqh43/SKILL.md' && mkdir -p '.claude/skills' && test ! -e '.claude/skills/skill-creator' && cp -R '.skill-downloads/skill-creator-mryiqh43' '.claude/skills/skill-creator'

Cursor
test -f '.skill-downloads/skill-creator-mryiqh43/SKILL.md' && test -s '.skill-downloads/skill-creator-mryiqh43/SKILL.md' && mkdir -p '.cursor/skills' && test ! -e '.cursor/skills/skill-creator' && cp -R '.skill-downloads/skill-creator-mryiqh43' '.cursor/skills/skill-creator'

Codex
test -f '.skill-downloads/skill-creator-mryiqh43/SKILL.md' && test -s '.skill-downloads/skill-creator-mryiqh43/SKILL.md' && mkdir -p '.agents/skills' && test ! -e '.agents/skills/skill-creator' && cp -R '.skill-downloads/skill-creator-mryiqh43' '.agents/skills/skill-creator'

OpenSkills

OpenSkills must already be installed. The local install/read procedure is checked with OpenSkills 1.5.0, which requires Node.js ≥ 20.6.0. Catalog slugs are not resolved automatically.

Official OpenSkills installation
openskills install './.skill-downloads/skill-creator-mryiqh43'

openskills read 'skill-creator-mryiqh43'

Reading should display the installed file content and its base directory. It does not run the skill or install its dependencies.

For an agent that reads AGENTS.md, then sync the index. This command changes AGENTS.md: review the diff before using it.

openskills sync

Manual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.

4. Try a first task

Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:

Read .skill-downloads/skill-creator-mryiqh43/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.

Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.

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