Skip to content
Ontology

Skill Ontology

Skill Ontology organizes individual skills into a structured, composable network, enabling agents to reason, plan, and execute complex tasks as an extensible, maintainable capability system.

How it works

When querying for a task, the system traverses this graph to identify the necessary collections and skills to construct a capable agent.

SKILL TAXONOMYSkills0 totalDevelopment0AI & Generation0Research0Data & Science0Business0Testing & QA0SKILL RELATION GRAPHSimilar ToBelong ToCompose WithDepend Onnextjs-expertreact-patternsseabornmatplotlibplaywrightbrowser-automationSKILL COLLECTION LIBRARYdata-pipeline6 skillsweb-automation5 skillscontent-generation5 skillssecurity-audit5 skillsdevops-automation5 skillsresearch-assistant5 skillsLEGENDCategorySkillCollection
Architecture

Three-Layer Design

How skills are organized from abstract taxonomy to deployable packages.

1

Skill Taxonomy

The Abstraction Layer

The top layer defines the broad categorization and detailed tags of skills. It organizes capabilities into categories such as:

  • Development
  • AI & Generation
  • Research
Classification & Vocabulary — 9 categories, 0+ tags
2

Skill Relation Graph

The Semantic Layer

The middle layer instantiates specific skills and defines how they interact. It maps relationships using edges like:

  • Similar To
  • Belong To
  • Compose With
  • Depend On
Reasoning & Composition — 0 skills, 4 relationship types
3

Skill Collection

The Execution Layer

Groups related skills into deployable units. These are the actual functional toolkits agents load at runtime:

Deployment & Execution — 6 collections, 31 skills
Edges

Relationship Types

How skills connect and depend on each other within the ontology.

Similar To
similar_to

Functionally equivalent or substitutable skills

Belong To
belong_to

Hierarchical categorization within larger workflows

Compose With
compose_with

Skills that combine together with output-to-input flow

Depend On
depend_on

Prerequisites and environment setup requirements

Skill Graph
Interactive force-graph with 0+ skills
Explore →
Collections
6 curated skill bundles
Browse →
Skills Catalog
Browse all skills with taxonomy filters
Browse →
Skills ontology

Explore the skill network

Discover how AI skills connect, compose, and depend on each other across the platform.

Catalog Workspace

Discover agents, MCP servers, and skills in one governed surface

Use structured catalog views to compare readiness, ownership, integrations, and deployment posture before rollout.