The best human interface for Agent Skills. Available on macOS, Linux, and Windows.

We love agent skills. As agents get more powerful, it's easy to feel like losing control over the direction of your project or organization. We think agent skills is the right place to specify your taste, expertise, and customize your way of doing things on an organization level.

There just isn't a good human interface for editing agent skills. Any place that requires human creativity needs a good human interface: clean, intuitive, version controlled. So we built one and open-sourced it.

Built with Tauri, Skill Studio runs on macOS, Linux, and Windows, and connects to any remote dev setup you have natively VS Code style (see design.md).

Features

• Discover and manage every skill on your machine, across Claude Code, Codex, Cursor, Gemini CLI, OpenClaw, the shared ~/.agents/skills standard, and project repos.
• Skill Mining — use your local agent to analyze past agent conversations to create / update skills.
• Edit rendered markdown directly — view and edit SKILL.md and other Markdown files directly on the rendered document. Double click to edit the raw markdown syntax.
• Automatic versioning — automatically track changes across all your skills and sync to any remote you specify
• Secrets manager — machine-local store. Automatically detect secrets used and notice on export for "batteries included" sharing of the skills.
• Terminals & remote hosts — managed agent sessions that survive UI disconnect, so you can close your laptop and pick the run back up later. Point Studio at any SSH host and run agents there. Supports Claude Code, Codex, or a shell.

Install

Grab the latest build for your platform:

First launch

The builds aren't OS-notarized yet, so macOS and Windows warn the first time you open the app:

• macOS — the app is blocked as unverified. Open System Settings → Privacy & Security, scroll to the message about Skill Studio, and click Open Anyway.
• Windows — SmartScreen shows "Windows protected your PC". Click More info → Run anyway.
• Linux — install the package with sudo apt install ./Skill-Studio-Linux-x86_64.deb.

Build from source

Install Rust, Node.js/npm, and the Tauri prerequisites for your OS, then:

git clone https://github.com/AltrinaAI/skill-studio.git
cd skill-studio
npm install
npm run tauri -- build

The built app bundle is written under client/desktop/target/release/bundle/.

Development

npm install
npm run dev          # native desktop

Roadmap

The thesis: the future is one where humans collaborate with AI agents, not one where they are replaced by them. Skills are the medium for human expert knowledge, so they need a first-class human UX. Next:

1. Team collaboration & secret management — share skills and the secrets they need across a team, account-backed.
2. Multi-modal skills / SOP documents in a format readable by both humans and agents, for computer use agents.