# corral + netstead documentation Generated from the mkdocs nav for AI-agent consumption. Each link below points at the canonical rendered page. ## corral docs - [Home](https://e-lo.github.io/netstead/corral/index.md): corral overview + install. - [Quickstart](https://e-lo.github.io/netstead/corral/quickstart.md): Install, load any Frictionless package, validate it in 5 minutes. ## Cookbook - [Cookbook](https://e-lo.github.io/netstead/corral/cookbook/index.md): Generic recipes — S3, format conversion, spatial scope. ## Reference - [API](https://e-lo.github.io/netstead/corral/reference/api.md): Public corral API symbols. ## Concepts - [Frictionless data packages](https://e-lo.github.io/netstead/corral/concepts/frictionless.md): The spec both packages build on. - [When to use ibis vs pandas vs polars](https://e-lo.github.io/netstead/corral/concepts/engines.md): The compute engine (DuckDB) and pandas/polars/Arrow dataframe formats. ## AI surface - [Overview](https://e-lo.github.io/netstead/corral/ai/index.md): llms.txt + api-index.json + Skills + MCP. - [Drive the CLI from an agent](https://e-lo.github.io/netstead/corral/ai/json-cli.md): --json contract patterns for tool-call loops. ## Project - [Architecture](https://e-lo.github.io/netstead/corral/architecture.md): Single source of truth for the v1.0 design. - [Development](https://e-lo.github.io/netstead/corral/development.md): Contributor workflow for the monorepo.