Agent skill

Skill Creator

by stacklok in stacklok/toolhive-studio

Create new AI agent skills for Claude Code, Codex, and Cursor.

Apache-2.0Auto-check passedAgent Workflows

Install Skill Creator

skills CLI
$ npx skills add stacklok/toolhive-studio --skill skill-creator -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install stacklok/toolhive-studio skill-creator --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/stacklok/toolhive-studio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/skill-creator .claude/skills/skill-creator && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
skill-creator
GitHub stars
170
Token cost
~677 tokens
SKILL.md length
199 words
Files
1
Skills in repo
9
Repo updated
First seen
Licence
Apache-2.0

At a glance

Create new AI agent skills for Claude Code, Codex, and Cursor.

  • Works in 3 steps: Claude is canonical - Always create/edit… → Replicate with CLI - Copy to… → Format differences - Use sed only if…
  • Asked to create a skill
  • SKILL.md covers Workflow, Directory Structure, SKILL.md Format and Creating a New Skill, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Skill Creator is an agent skill from stacklok/toolhive-studio. Create new AI agent skills for Claude Code, Codex, and Cursor. Use when asked to create a skill, add a new agent capability, or set up a slash command.

Its SKILL.md is about 680 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows, covering Skill authoring, Hooks and plugins and MCP servers. It works with Model Context Protocol. The repository describes itself as: ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents. The licence is Apache-2.0.

When your agent uses it

  • Asked to create a skill
  • Add a new agent capability
  • Set up a slash command

Example prompts

  • “/skill-creator”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Claude is canonical - Always create/edit in .claude/skills// first
  2. Replicate with CLI - Copy to .codex/skills/ and .cursor/skills/ using cp -r
  3. Format differences - Use sed only if agent-specific tweaks are needed (rare)

What it can do on your machine

Read from SKILL.md and the folder at commit 87f7a55. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash and yaml).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Skill Creator loads about 677 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 199 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~41
When it runs · the whole SKILL.md, loaded when a task matches
~677

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from stacklok/toolhive-studio at commit 87f7a55, republished under its Apache-2.0 licence (© stacklok). 199 words, ~677 tokens.

Download SKILL.mdSave it as .claude/skills/skill-creator/SKILL.md (or your agent's skills folder).
name
skill-creator
description
Create new AI agent skills for Claude Code, Codex, and Cursor. Use when asked to create a skill, add a new agent capability, or set up a slash command.

Skill Creator

Create AI agent skills that work across Claude Code, Codex, and Cursor.

Workflow

  1. Claude is canonical - Always create/edit in .claude/skills/<name>/ first
  2. Replicate with CLI - Copy to .codex/skills/ and .cursor/skills/ using cp -r
  3. Format differences - Use sed only if agent-specific tweaks are needed (rare)

Directory Structure

.claude/skills/<skill-name>/
├── SKILL.md          # Required - instructions + metadata
├── references/       # Optional - supporting documentation
├── scripts/          # Optional - executable helpers
└── assets/           # Optional - templates, resources

.codex/skills/<skill-name>/   # Copy of Claude's
.cursor/skills/<skill-name>/  # Copy of Claude's

SKILL.md Format

yaml
---
name: skill-name # Required: lowercase, hyphens, max 64 chars
description: What it does... # Required: triggers auto-selection by agent
allowed-tools: Read, Grep, Bash # Optional: Claude-specific (ignored by others)
model: claude-opus-4-5-20251101 # Optional: Claude-specific (ignored by others)
---
# Skill Title

Instructions in markdown...
Required Fields
  • name: Lowercase with hyphens, must match directory name
  • description: Explains what the skill does and when to use it. Include keywords users would say to help the agent auto-select this skill.
Optional Fields (Claude-specific, ignored by other agents)
  • allowed-tools: Tools the agent can use without asking permission
  • model: Override the model for this skill
  • context: fork: Run in isolated subagent context

Creating a New Skill

  1. Ask the user what the skill should do
  2. Choose a descriptive name (lowercase, hyphens)
  3. Create the Claude skill:
    bash
    mkdir -p .claude/skills/<name>
  4. Write .claude/skills/<name>/SKILL.md with proper frontmatter
  5. Replicate to other agents:
    bash
    cp -r .claude/skills/<name> .codex/skills/
    cp -r .claude/skills/<name> .cursor/skills/

Modifying an Existing Skill

  1. Edit .claude/skills/<name>/SKILL.md (canonical source)
  2. Replicate changes:
    bash
    cp .claude/skills/<name>/SKILL.md .codex/skills/<name>/
    cp .claude/skills/<name>/SKILL.md .cursor/skills/<name>/

Best Practices

  • Keep skills focused on a single capability
  • Write clear descriptions with keywords for auto-discovery
  • Use references/ for lengthy documentation to keep SKILL.md concise
  • Test the skill by asking the agent to perform the task

© stacklok, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .codex/skills/skill-creator of stacklok/toolhive-studio.

Open the folder on GitHubat commit 87f7a55

Compare with similar skills

Skill Creator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Skill Creator compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Skill Creator this skillstacklok/toolhive-studio170—~677Automated safety check: PassApache-2.0
Mistral Vibe Plugin Creatormistralai/mistral-vibe5.1k—~3.1kAutomated safety check: PassApache-2.0
Codewhale Skill Creatorcodewhale-hq/Codewhale41k—~1kAutomated safety check: PassMIT
MCP Integration for Pluginsanthropics/claude-plugins-official37k11 repos~3.1kAutomated safety check: PassApache-2.0
Crush Configurationcharmbracelet/crush29k—~3.7kAutomated safety check: PassCustom licence
Skill Seekers Builderyusufkaraaslan/Skill_Seekers15k—~760Automated safety check: PassMIT

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Categories

Questions about Skill Creator

What does Skill Creator do?

Create new AI agent skills for Claude Code, Codex, and Cursor. Skill Creator is an agent skill from stacklok/toolhive-studio. Create new AI agent skills for Claude Code, Codex, and Cursor.

When should I use Skill Creator?

Skill Creator fits situations like: asked to create a skill; add a new agent capability; set up a slash command.

How do I install Skill Creator in Claude Code?

Run `npx skills add stacklok/toolhive-studio --skill skill-creator -a claude-code`. Or copy the skill folder (.codex/skills/skill-creator in stacklok/toolhive-studio) into .claude/skills/skill-creator in your project. Claude Code loads it when a task matches its description.

How do I install Skill Creator in Codex?

Run `npx skills add stacklok/toolhive-studio --skill skill-creator -a codex`. Or copy the skill folder (.codex/skills/skill-creator in stacklok/toolhive-studio) into .agents/skills/skill-creator in your project. Codex loads it when a task matches its description.

Can I use Skill Creator in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add stacklok/toolhive-studio --skill skill-creator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-creator, .gemini/skills/skill-creator, .github/skills/skill-creator and .opencode/skills/skill-creator in your project.

What does Skill Creator need to run?

SKILL.md names no scripts, command-line tools or credentials: Skill Creator is instructions for the agent only.

Does Skill Creator access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Skill Creator safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Skill Creator use?

Skill Creator is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Skill Creator use?

About 677 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Skill Creator?

Skills that share tags, products or a category with Skill Creator: Mistral Vibe Plugin Creator (mistralai/mistral-vibe, 5.1k stars), Codewhale Skill Creator (codewhale-hq/Codewhale, 41k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 37k stars) and Crush Configuration (charmbracelet/crush, 29k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skill Creator?

stacklok (a GitHub organization) maintains it in stacklok/toolhive-studio, which has 170 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 7, 2026.

Source: stacklok/toolhive-studio on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.