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SkillOS Labs Inc IconSkillOS

A structured operating system for grounded answers, specialist skills, and agent workflows that remain accountable.

Apache 2.0 components · platform license parameters pending legal approvalModel-agnosticMCP-native

Platform

  • Marketplace
  • Workflow Templates
  • Skill Registry
  • Answer Studio
  • Connectors
  • Skill Studio
  • Connect IDE

Docs

  • Getting Started
  • CLI Reference
  • SDK Guide
  • SDS Standard
  • MCP Integration

Verticals

  • All Verticals
  • Healthcare
  • Fintech
  • Legal
  • Cybersecurity

Project

  • GitHub
  • Changelog
  • Community
  • Contributing
  • Support & Help
  • Pricing
  • Governance

Legal

  • Terms
  • Privacy

© 2026 SkillOS Labs Inc contributors.

Built for evidence, ownership, and follow-through.

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

Build answers
you can defend.

SkillOS Labs helps teams structure expert practice into skills for AI workflows. Inspect sources, route work, and keep people involved in consequential decisions.

Get Started FreeBrowse MarketplaceTry Answer Studio
MCP integration available·Zero Credit Card Required·54 Skills in Registry·MCP-native
01 / Skill
02 / Evidence
03 / Next step for review
SKILL ATLASStructure expertise. Keep decisions reviewable.
scroll
54Skills in registry
37Skill activations
1Registered users
6Active connectors
13SDS components
Alignment Guardian & Drift DetectorCodebase Audit Before BuildHallucination GuardSecurity PrinciplesSoftware ArchitectSystems ThinkingAgentic Workflow SpecialistAgriculture SpecialistBackend SpecialistCybersecurity SpecialistData Science SpecialistDatabase SpecialistDevOps SpecialistEducation & EdTech SpecialistEnergy & Power Systems Specialist
The Problem

AI is powerful in isolation.
Unreliable at scale.

AI workflows often depend on prompts and procedures that are hard to inspect or reuse. Shared formats and visible review can make skills easier to understand and maintain.

Without a shared system
PromptingInconsistent outputs
ResearchUncited assertions
AutomationUnapproved actions

The gap is not capability. It is control.

Structured Skill Standard

The Skill Definition Standard describes 13 components. Validation can surface missing components for review.

Five-Tier Hierarchy

Skills are organized across five tiers, from foundation through orchestration, to make their intended scope easier to inspect.

Tier Architecture

Skills collaborate

6
Tier 0
Foundation
28
Tier 1
Domain
8
Tier 2
Technology
10
Tier 3
Pattern
2
Tier 4
Orchestration
Featured Skills

Ready to activate

Browse Marketplace
Tier 0stable
Free

Alignment Guardian & Drift Detector

AI-Human Alignment & Meta-Governance

4 activationsOpen skill
Tier 0stable
Free

Codebase Audit Before Build

Process Governance & Build Protocol

33 activationsOpen skill
Tier 0stable
Free

Hallucination Guard

AI Safety

3 activationsOpen skill
Industry Coverage

Every industry. Every domain.

3-step setup

Connect in minutes

Cursor / Claude / VS Code / Zed Configuration
{
  "mcpServers": {
    "skillos": {
      "url": "https://founderskillos.xyz/api/mcp",
      "headers": {
        "Authorization": "Bearer ${env:SKILLOS_API_KEY}"
      }
    }
  }
}
Note: Cursor & VS Code use \${env:VAR}; Zed uses \${VAR}; Claude Desktop requires either passing the key in the connector UI or using literal token format.
01

Get API Key

Sign up at founderskillos.xyz → Settings → API Keys. Copy your key (sk-os_...).

02

Set Environment Variable

Export SKILLOS_API_KEY=your_key in your shell profile. This keeps credentials secure.

03

Configure MCP Client

Add the JSON config to your AI editor. Restart the editor and activate skills.

Full interactive tutorial →

Encode once.
Verify everywhere.

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

Get started free →Contribute a skillOpen Skill Studio

Not ready to connect GitHub yet?

SkillOS Labs is distinct from the research paper “SkillOS: Learning Skill Curation for Self-Evolving Agents”.

Finance Specialist
Financial Due Diligence
Fintech Specialist
Frontend Specialist
Government & Civic Technology Specialist
Healthcare Specialist
Hospitality Specialist
Industry Analyst
Industry Knowledge Anchor
Legal Specialist
Logistics & Supply Chain Specialist
Manufacturing & Industrial Specialist
Media, Entertainment & Digital Rights Specialist
ML/AI Specialist
Mobile Specialist
Model Intelligence Specialist
Real Estate & Property Systems Specialist
Retail, E-Commerce & Consumer Protection Specialist
Tourism Specialist
Docker Specialist
Industry Intelligence
Next.js Expert
Node.js Expert
PostgreSQL Specialist
Python Specialist
React Expert
TypeScript Specialist
Accessible Interaction Patterns
Auth & Authorization Patterns
CI/CD Patterns
Design Token Architecture
Fact-Checker
Motion and Reduced Motion
Prompt Quality Evaluator
Responsive Composition Patterns
Testing Patterns
Visual System Governance
Agentic Orchestrator
Judgment Engine
Alignment Guardian & Drift Detector
Codebase Audit Before Build
Hallucination Guard
Security Principles
Software Architect
Systems Thinking
Agentic Workflow Specialist
Agriculture Specialist
Backend Specialist
Cybersecurity Specialist
Data Science Specialist
Database Specialist
DevOps Specialist
Education & EdTech Specialist
Energy & Power Systems Specialist
Finance Specialist
Financial Due Diligence
Fintech Specialist
Frontend Specialist
Government & Civic Technology Specialist
Healthcare Specialist
Hospitality Specialist
Industry Analyst
Industry Knowledge Anchor
Legal Specialist
Logistics & Supply Chain Specialist
Manufacturing & Industrial Specialist
Media, Entertainment & Digital Rights Specialist
ML/AI Specialist
Mobile Specialist
Model Intelligence Specialist
Real Estate & Property Systems Specialist
Retail, E-Commerce & Consumer Protection Specialist
Tourism Specialist
Docker Specialist
Industry Intelligence
Next.js Expert
Node.js Expert
PostgreSQL Specialist
Python Specialist
React Expert
TypeScript Specialist
Accessible Interaction Patterns
Auth & Authorization Patterns
CI/CD Patterns
Design Token Architecture
Fact-Checker
Motion and Reduced Motion
Prompt Quality Evaluator
Responsive Composition Patterns
Testing Patterns
Visual System Governance
Agentic Orchestrator
Judgment Engine

Built-in Governance

Skill guidance can include safety, evidence, and oversight requirements. Teams remain responsible for applying relevant policies.

MCP-Native Runtime

The MCP gateway lets compatible clients discover published skills. Activation depends on access rules and the server configuration.

Provider-Neutral Format

The skill format is not tied to one model provider. Client and model compatibility depends on the integrations you use.

Skill Studio

Draft and edit skills in the studio, then submit them through the registry review process.

Tier 0stable
Free

Security Principles

Security & Compliance

3 activationsOpen skill
Tier 0stable
Free

Software Architect

Systems & Architecture

7 activationsOpen skill
Tier 0stable
Free

Systems Thinking

Engineering Leadership & Architecture

3 activationsOpen skill
Software Engineering
Healthcare
Fintech
Legal
Cybersecurity
Education
Government
Research & Science
Media & Marketing
Manufacturing