SkillOS atlas — skills, evidence, and decisions in one system

Build answers
you can defend.

SkillOS turns expert practice into a structured operating system for agents. Research with receipts, route work safely, and keep a human at the moment that matters.

Apache 2.0 (standard) · BSL 1.1 (platform)·Model-agnostic·MCP-native·No vendor lock-in
01 / Skill
02 / Evidence
03 / Human-approved next step
LIVE ATLASExpertise becomes an accountable system.
29Skills in registry
4Skill activations
5Registered users
16Active connectors
13SDS components
The Problem

AI is powerful in isolation.
Unreliable at scale.

Everyone writes AI prompts differently. Outputs vary wildly. Skills cannot collaborate. There is no shared quality standard. No open registry. Nobody has open-sourced the standard.

Structured Skill Standard

Every skill follows a 13-component SDS. Skill missing any component fails validation and is not published.

Five-Tier Hierarchy

Tier 0 foundation → Tier 4 orchestration. Skills inherit context and pass typed contracts between each other.

Built-in Governance

Ethics, safety, hallucination guard, and regulatory compliance are encoded into every skill — not bolted on.

MCP-Native Runtime

The SkillOS MCP server exposes every skill as an activatable tool. One config line in Claude Desktop or Cursor.

Model-Agnostic

No vendor is privileged. Run with Claude, GPT, Gemini, Mistral, Grok, or any capable model. Skills outlive models.

Skill Studio

Record an expert session, extract the 13 SDS components with AI, review and edit, then submit to the registry.

Tier Architecture

Skills collaborate

4
Tier 0
Foundation
13
Tier 1
Domain
6
Tier 2
Technology
4
Tier 3
Pattern
2
Tier 4
Orchestration
3-step setup

Connect in minutes

claude_desktop_config.json
{
  "mcpServers": {
    "skillos": {
      "command": "node",
      "args": ["path/to/SkillOS/runtime/dist/index.js"]
    }
  }
}
01

Install runtime

Clone the repo and run npm install in /runtime.

02

Configure MCP

Add the server config to Claude Desktop or any MCP host.

03

Activate skills

Say "activate the Backend Specialist" and start working.

Encode once.
Verify everywhere.

Contribute a skill to the open registry. Keep the workflow accountable — not opaque.