/createskills
ToolAI workflows

AI skill generator

AI skill generator for agent workflows

createskills turns web pages into clean Markdown, then bundles SKILL.md plus a references/ folder into a portable skill zip.

Direct answer

An AI skill generator converts trusted source material into reusable instructions and reference files that an agent can load when a task calls for that context.

Last updated May 4, 2026
Reviewed by createskills editorial

What createskills generates

The output is a plain-file skill package, not a locked database. Each zip contains an editable SKILL.md file plus a references/ folder with the Markdown, transcript, PDF, image, or source notes you captured.

  • SKILL.md explains when the agent should use the skill and how it should work.
  • references/ stores the source material so the agent can inspect the original context.
  • The zip can be reviewed, edited, committed, uploaded, or shared like normal files.

Why this is different from a prompt

A prompt is usually one-off text pasted into a chat. A skill is reusable context with a name, trigger, workflow, and source files. That makes it better for repeatable work like reviewing pull requests, writing in a brand voice, summarizing research, or following a specific content playbook.

Best source mix

The strongest skills combine instructions with evidence. A useful marketing skill might include a brand guide, high-performing emails, customer reviews, and competitor pages. A coding skill might include framework docs, architecture notes, GitHub issues, and examples from the repo.

Ownership and review

Because the output is plain Markdown and files, you can inspect every line before giving it to an AI tool. That matters when skills are allowed to influence code, campaigns, research, or client-facing work.

Evidence

Proof and limitations

Transparent output

The generated package is intentionally inspectable: a SKILL.md file, source references, and normal folders instead of a hidden builder state.

  • Review SKILL.md before installing it in an agent workflow.
  • Delete weak references before packaging a skill.
  • Keep source URLs in reference files for claim tracing.

Current limitation

createskills prepares source-backed skill folders. Final quality still depends on source selection, target-agent support, and human review before reuse.

Workflow

Example workflow

  1. 1Capture a product doc, a YouTube walkthrough, and a PDF brief.
  2. 2Review the cleaned Markdown in the createskills feed.
  3. 3Add the sources to a bucket named product-launch-skill.
  4. 4Generate a zip with SKILL.md and references/ files.
  5. 5Upload or place the files where your AI tool can read them.
Generated package
product-launch-skill.zip
├─ SKILL.md
└─ references/
   ├─ product-doc.md
   ├─ youtube-walkthrough.md
   └─ launch-brief.pdf

FAQ

Questions people ask

What is an AI skill?

An AI skill is a reusable package of instructions and references that helps an agent perform a specific type of task with better context.

What is SKILL.md?

SKILL.md is the main instruction file. It describes the skill, when to use it, and how the agent should use the attached references.

Which agents can use the output?

Any tool that accepts Markdown files or uploaded project files can use the context. Tools with Agent Skills support can use the SKILL.md structure more directly.

Can I edit the skill before using it?

Yes. The package is plain files, so you can edit SKILL.md, rename references, delete sources, or add your own notes before using it.

Keep exploring

Related workflows

Try it with your own sources

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