agent-skill-creator
Automatically generate cross-platform Agent skills from workflow descriptions
Install & Use
Copy this prompt and send it to your AI assistant (Claude / Cursor / TRAE / Codex / WorkBuddy etc.) to auto-install:
Help me install this AI Skill: agent-skill-creator. It is used for: Automatically generate cross-platform Agent skills from workflow descriptions Full Skill content: https://321skill.com/skills/agent-skill-creator/raw/index.md Read that page and install it.
The prompt includes a link to the full Skill content. You can also view the full content.
This skill addresses the issues of incomplete information and ambiguity when manually writing Agent skill specifications. In practical development, developers often need to convert repetitive workflows into reusable Agent skills, but human-written specifications frequently lack critical details, preventing Agents from executing them directly. This tool acts as a "dark factory," automatically transforming vague requirement descriptions into production-ready, cross-platform skill files.
Usage is straightforward: simply trigger it via natural language, e.g., "/agent-skill-creator Every week I need to pull sales data, clean it, and generate a report." It accepts workflow descriptions, document links, screenshots, code snippets, and even vague intents. It then automatically analyzes the input and generates a complete SKILL.md specification file, including triggers, steps, input/output formats, etc., requiring no code writing or understanding of underlying specifications from the user.
It is ideal for teams or individuals needing to quickly build AI Agent skills, especially developers with repetitive workflows (like data processing, report generation, multi-platform synchronization) who lack the time or expertise to write Agent specifications. Product managers, operations engineers, and full-stack developers can also use it to rapidly prototype automation capabilities.
It is recommended to use this tool uniformly when converting daily repetitive tasks into reusable Agent skills. Note that the generated skills rely on the Agent Skills Open Standard (SKILL.md) and are currently compatible with 17 platforms (e.g., Claude Code, Copilot CLI, Cursor), but not all AI platforms natively support it. Confirm target environment compatibility before deployment.
Key Features
Unlike manually writing SKILL.md specifications, this skill accepts highly vague inputs (e.g., half-sentences, screenshots, email chains), automatically infers the complete workflow, and generates cross-platform compatible skill files without requiring users to understand any specification details. Conventional methods require developers to be familiar with the Agent Skills Open Standard and write triggers and steps verbatim.
Limitations
Requires the target platform to support the Agent Skills Open Standard (SKILL.md). Currently compatible with only 17 platforms (e.g., Claude Code, GitHub Copilot CLI, Cursor). The quality of generated results depends on input quality; extremely vague intents may require secondary iteration and adjustment.
FAQ
Which AI platforms are supported?
It supports 17 platforms including Claude Code, GitHub Copilot CLI, VS Code Copilot, Cursor, Windsurf, Cline, OpenAI Codex CLI, and Gemini CLI, as long as they adhere to the SKILL.md standard.
Is programming knowledge required?
No. You only need to describe the workflow in natural language, or even provide screenshots, links, or existing code. The tool automatically generates the complete skill without requiring you to write code or understand the specifications.
Installation guide for AI assistants
If your AI coding assistant (Claude Code, Cursor, TRAE etc.) can see this page, send it this message to auto-install:
Visit https://321skill.com/skills/agent-skill-creator/raw/index.md to read the original Skill definition (Markdown format) for agent-skill-creator, and install it according to the instructions.
Raw Markdown URL for AI: /skills/agent-skill-creator/raw/index.md