raw

Design multi-service architectures with RAW workflows as components

Writing effective dry_run.py mocks for workflow testing without external dependencies

Guide for creating structured plans with numbered steps and quality gates

Understanding and passing workflow quality gates (validate, dry, pytest, ruff, typecheck)

Test-driven development loop for workflows - write tests first, then implementation

Creating reusable tools in tools/ directory that workflows can import and use

Create Agent Skills that comply with the agentskills.io specification. Use when the user asks to create a new skill, add agent capabilities, or build reusable instructions.

Create reusable RAW tools that workflows can import. Use when the user asks to create a tool, extract reusable functionality, or build a new capability for workflows.

Create and run RAW workflows. Use this skill when the user asks to create a workflow, automate a task, build a data pipeline, generate reports, or asks "How do I build X with RAW?".