Meta Skill Creator

VerifiedSafe

Create a new skill for AI agents using the meta-skill-creator, with specialized knowledge, workflows, or tool integrations.

Sby Skills Guide Bot
DevelopmentIntermediate
7/24/2026
Claude Code
#skill-creation#meta-skill#development-workflow#ai-agent-extensions

Recommended for

Automated summary

Creates a new skill for AI agents using a meta-skill generator, including scripts, references, and validation.

Strengths

  • Clear step-by-step structure for creation
  • Automatically generates skeleton files
  • Includes validation and optional packaging

Limitations

  • Requires local Python script execution
  • Final quality depends on manual editing of SKILL.md
  • Shared context window may limit file size
When to use it

Use this meta-skill when you need to create a specialized skill for an AI agent from scratch.

When not to use it

Avoid using it if you don't need scripts or external references, or if the skill is very simple.

Security analysis

Safe
Quality score90/100

The skill only documents a meta-process for creating new skills using predefined scripts; no destructive, exfiltrating, or obfuscated actions are present.

No concerns found

How this analysis is made

Examples

Create a PDF editor skill
/create-skill pdf-editor
Create a custom API helper skill
Create a new skill called api-helper that helps interact with REST APIs
Interactive skill creation
I want to create a new skill for my AI agent.

description: "Create a new skill for AI agents using meta-skill-creator"

Create Skill: $ARGUMENTS

Create a new skill that extends AI agent capabilities with specialized knowledge, workflows, or tool integrations.

Arguments

$ARGUMENTS should be the skill name in hyphen-case (e.g., pdf-editor, api-helper, brand-guidelines).

If no arguments provided, ask the user for:

  1. Skill name (hyphen-case, e.g., my-new-skill)
  2. Brief description of what the skill should do

Process

Step 1: Understand the Skill

Before creating, gather context:

  • What functionality should this skill support?
  • What are concrete examples of how it will be used?
  • What would a user say that should trigger this skill?

Ask clarifying questions if the purpose is unclear.

Step 2: Plan Reusable Contents

Analyze what resources the skill needs:

  • scripts/: Executable code for tasks that require deterministic reliability
  • references/: Documentation loaded into context as needed (schemas, guides, patterns)
  • assets/: Files used in output (templates, images, boilerplate)

Step 3: Initialize the Skill

Run the initialization script:

python meta-skill-creator/scripts/init_skill.py "$ARGUMENTS" --path ./skills

This creates:

  • skills/$ARGUMENTS/SKILL.md - Main skill file with template
  • skills/$ARGUMENTS/scripts/example.py - Example script
  • skills/$ARGUMENTS/references/api_reference.md - Example reference
  • skills/$ARGUMENTS/assets/example_asset.txt - Example asset

Step 4: Edit the Skill

Update the generated SKILL.md:

  1. Frontmatter - Complete the description:

    ---
    name: $ARGUMENTS
    description: [Complete description of what skill does AND when to use it]
    ---
    
  2. Body - Choose appropriate structure:

    • Workflow-Based: For sequential processes
    • Task-Based: For tool collections
    • Reference/Guidelines: For standards or specifications
    • Capabilities-Based: For integrated systems
  3. Resources - Add/customize scripts, references, assets as needed

  4. Clean up - Delete unused example files

Step 5: Validate the Skill

Run validation:

python meta-skill-creator/scripts/quick_validate.py ./skills/$ARGUMENTS

Fix any errors before proceeding.

Step 6: Package (Optional)

If ready for distribution:

python meta-skill-creator/scripts/package_skill.py ./skills/$ARGUMENTS

Creates $ARGUMENTS.skill file (zip format).

Guidelines

Naming Conventions

  • Hyphen-case only: my-skill-name
  • Lowercase letters, digits, and hyphens
  • Max 64 characters
  • No leading/trailing hyphens or consecutive hyphens

Description Best Practices

  • Include what the skill does
  • Include when to use it (triggers/contexts)
  • Max 1024 characters
  • No angle brackets

Keep It Concise

  • Context window is shared - only add what the model doesn't know
  • SKILL.md body should be under 500 lines
  • Use references/ for detailed documentation

Output

When complete, report:

  • Skill location: ./skills/$ARGUMENTS/
  • Files created
  • Next steps (edit SKILL.md, add resources, validate)

Example

/create-skill pdf-editor

Creates a skill at ./skills/pdf-editor/ with:

  • SKILL.md template ready for PDF manipulation workflows
  • Example resource directories
  • Validation passing

Reference

See meta-skill-creator/SKILL.md for complete skill creation documentation.

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

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

This file does not provide a usable name/description header for this native procedure. It remains available to download and inspect; use the manual method below.

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/meta-skill-creator-mrwakebi/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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