Skill Generator Knowledge in, working skill out

Turn anything you know into an AI agent skill.

Describe what the skill should do, optionally add links, documents, or notes, and get a complete skill folder: a spec-valid SKILL.md plus distilled reference files. One portable format that works in Claude Code, Codex CLI, Gemini CLI, GitHub Copilot, and Cursor.

One brief is all it takes
URLs / docs / paste optional knowledge
ZIP download drop into any agent
Spec-valid

Follows the Agent Skills standard

Valid frontmatter, a trigger-ready description, an imperative workflow body under 500 lines, and progressive disclosure into reference files.

Grounded

Built from your knowledge

Links, uploads, and pasted notes are distilled into clean reference files the agent reads on demand — no scraped page noise, no padding.

Tested

Trigger tests and a safety scan

Every bundle ships with should-trigger and should-not-trigger test prompts plus an automatic scan for risky patterns.

Step 1

What should this skill do?

Sign in to generate skills.
Step 2 · Optional

Add knowledge

Links, documents, or pasted notes get distilled into reference files inside the skill. The more real material you add, the more useful the skill.

Attached

Knowledge sources

0 sources
No sources yet. You can generate from the brief alone, but sources make the skill far more useful.
Fine-tune (optional)

Your brief and sources are sent to the model, distilled into reference files, and written into a spec-valid SKILL.md you can download as a ZIP.

SKILL.md Basics

What makes a good agent skill?

A skill is a folder with a SKILL.md file at its root, plus optional references/ and scripts/. Agents only see the name and description until the skill triggers, so those two lines do most of the work — then the body guides the workflow, and reference files carry the deep knowledge.

A description that triggers

The description states what the skill does and exactly when to use it, with the keywords a user would actually type. Vague descriptions mean the skill never fires.

Progressive disclosure

The SKILL.md body stays lean — under 500 lines — and points the agent to reference files only when a task needs them. That keeps context cheap and skills fast.

One portable folder

The same skill folder works in Claude Code, Codex CLI, Gemini CLI, GitHub Copilot, and Cursor. No per-platform variants, no lock-in.

How It Works

From brief to bundle in three steps.

The generator distills your sources into clean reference files first, then writes a SKILL.md that routes the agent through them — the same structure hand-built skills from experienced authors use.

1. Describe the job

One clear paragraph about what the skill should do and what output you expect. Naming, structure, and metadata are handled for you.

2. Add knowledge (optional)

Fetch URLs, upload documents, run official-source research, or paste notes. Everything is distilled — scraped page noise and filler never reach the skill.

3. Review and download

Check the SKILL.md, the reference files, the trigger test prompts, and the safety scan. Download the ZIP or submit it to the skills database.