Cookbook

Production-ready, copy-paste patterns for automating real work with contenox run and friends.

Each recipe is a pre-built solution: pipe data in, the model executes your chain, you get structured output back. Stateless runs stay composable with the rest of your shell.

Prerequisites

• Run contenox init in your project once, then either pull a local model (contenox model pull granite-3.2-2b) or configure a cloud backend — see Quickstart.
• Use --shell for direct CLI recipes that need command execution; command policy lives in each chain’s tools_policies.

Categories

• Git & DevOps — commit messages, PR reviews, log summarization
• Automated Release Notes — generate RELEASE_NOTES.md from git log using a chain pipeline
• Stateful Agents with MCP — persistent memory across tool calls via MCP
• Browser Automation with Playwright MCP — drive a real browser with natural language
• Notion as a Tool — create, search, and update Notion via OAuth MCP
• Codebase Documentation — architecture guides from your source tree
• Leads → HubSpot — pipe a leads file into HubSpot CRM via an OpenAPI sub-spec
• HubSpot via MCP — OAuth + pre-issued client credentials, works for any vendor MCP without dynamic registration