Skill Graphs - Indexed Agent Knowledge

Version: 2.2.0

Documentation — The curated catalog of distilled documentation skill-graphs, the environment flags that enable each domain, and the workflow for building new graphs are maintained in the official documentation.

Overview

Skill Graphs is a dedicated repository for structured, documentation-based skills. It is designed to host "knowledge graphs" transformed from technical documentation, APIs, and web crawls, specifically for use with Pydantic AI Agents.

Enabling Skill Graphs

By default, all skill-graphs included in this package are disabled. You can enable specific skill-graphs by setting their corresponding environment variables to True.

Skill Directory	Description	Enable Flag
aws-docs	AWS Documentation	AWS_DOCS_ENABLE=True
azure-docs	Azure Documentation	AZURE_DOCS_ENABLE=True
c-docs	C Language Documentation	C_DOCS_ENABLE=True
chakra-ui-docs	Chakra UI Documentation	CHAKRA_UI_DOCS_ENABLE=True
chromadb-docs	ChromaDB Documentation	CHROMADB_DOCS_ENABLE=True
couchbase-docs	Couchbase Documentation	COUCHBASE_DOCS_ENABLE=True
django-docs	Django Documentation	DJANGO_DOCS_ENABLE=True
docker-docs	Docker Documentation	DOCKER_DOCS_ENABLE=True
falkordb-docs	FalkorDB Documentation	FALKORDB_DOCS_ENABLE=True
fastapi-docs	FastAPI Documentation	FASTAPI_DOCS_ENABLE=True
fastmcp-docs	FastMCP Documentation	FASTMCP_DOCS_ENABLE=True
flask-docs	Flask Documentation	FLASK_DOCS_ENABLE=True
framer-docs	Framer Motion Documentation	FRAMER_DOCS_ENABLE=True
gcp-docs	GCP Documentation	GCP_DOCS_ENABLE=True
go-docs	Go Documentation	GO_DOCS_ENABLE=True
huggingface-docs	Hugging Face Documentation	HUGGINGFACE_DOCS_ENABLE=True
java-docs	Java Documentation	JAVA_DOCS_ENABLE=True
langchain-docs	LangChain Documentation	LANGCHAIN_DOCS_ENABLE=True
laravel-docs	Laravel Documentation	LARAVEL_DOCS_ENABLE=True
linux-docs	Linux Documentation	LINUX_DOCS_ENABLE=True
mariadb-docs	MariaDB Documentation	MARIADB_DOCS_ENABLE=True
material-ui-docs	Material UI Documentation	MATERIAL_UI_DOCS_ENABLE=True
matplotlib-docs	Matplotlib Documentation	MATPLOTLIB_DOCS_ENABLE=True
minio-docs	MinIO Documentation	MINIO_DOCS_ENABLE=True
mongodb-docs	MongoDB Documentation	MONGODB_DOCS_ENABLE=True
mssql-docs	MS SQL Server Documentation	MSSQL_DOCS_ENABLE=True
neo4j-docs	Neo4j Documentation	NEO4J_DOCS_ENABLE=True
nestjs-docs	NestJS Documentation	NESTJS_DOCS_ENABLE=True
nextjs-docs	Next.js Documentation	NEXTJS_DOCS_ENABLE=True
nodejs-docs	Node.js Documentation	NODEJS_DOCS_ENABLE=True
numpy-docs	NumPy Documentation	NUMPY_DOCS_ENABLE=True
pandas-docs	Pandas Documentation	PANDAS_DOCS_ENABLE=True
postgres-docs	PostgreSQL Documentation	POSTGRES_DOCS_ENABLE=True
pydantic-ai-docs	Pydantic AI Documentation	PYDANTIC_AI_DOCS_ENABLE=True
pydantic-docs	Pydantic Documentation	PYDANTIC_DOCS_ENABLE=True
python-docs	Python Documentation	PYTHON_DOCS_ENABLE=True
pytorch-docs	PyTorch Documentation	PYTORCH_DOCS_ENABLE=True
qdrant-docs	Qdrant Documentation	QDRANT_DOCS_ENABLE=True
radix-ui-docs	Radix UI Documentation	RADIX_UI_DOCS_ENABLE=True
react-docs	React Documentation	REACT_DOCS_ENABLE=True
reactrouter-docs	React Router Documentation	REACTROUTER_DOCS_ENABLE=True
redis-docs	Redis Documentation	REDIS_DOCS_ENABLE=True
redux-docs	Redux Documentation	REDUX_DOCS_ENABLE=True
remix-docs	Remix Documentation	REMIX_DOCS_ENABLE=True
rust-docs	Rust Documentation	RUST_DOCS_ENABLE=True
scikit-learn-docs	Scikit-learn Documentation	SCIKIT_LEARN_DOCS_ENABLE=True
scipy-docs	SciPy Documentation	SCIPY_DOCS_ENABLE=True
shadcn-docs	shadcn/ui Documentation	SHADCN_DOCS_ENABLE=True
svelte-docs	Svelte Documentation	SVELTE_DOCS_ENABLE=True
tanstack-docs	TanStack Documentation	TANSTACK_DOCS_ENABLE=True
temporal-docs	Temporal Documentation	TEMPORAL_DOCS_ENABLE=True
tensorflow-docs	TensorFlow Documentation	TENSORFLOW_DOCS_ENABLE=True
terraform-docs	Terraform Documentation	TERRAFORM_DOCS_ENABLE=True
testing-library-docs	Testing Library Documentation	TESTING_LIBRARY_DOCS_ENABLE=True
vercel-docs	Vercel Documentation	VERCEL_DOCS_ENABLE=True
vitejs-docs	Vite Documentation	VITEJS_DOCS_ENABLE=True
vuejs-docs	Vue.js Documentation	VUEJS_DOCS_ENABLE=True

Installation

pip install skill-graphs

Usage

Skill graphs are typically loaded using the get_skill_graphs_path() utility from skill_graphs.skill_graph_utilities.

from skill_graphs.skill_graph_utilities import get_skill_graphs_path
from pydantic_ai_skills import SkillsToolset

# Load enabled skill graphs
skills_directories = get_skill_graphs_path()
skills = SkillsToolset(directories=skills_directories)

Building New Skill Graphs

Use the skill-graph-builder from the universal-skills package to generate new graphs:

python scripts/generate_skill.py https://ai.pydantic.dev pydantic-ai

By default, the builder will now target this repository if it is present in your workspace.