cwiechmann

Workato AI Patterns — AI skill for Claude Code

AI community

Reusable patterns and instructions for building agentic AI solutions on Workato — Genies, skills, recipes, and human-in-the-loop workflows.

How to install Workato AI Patterns

This entry records only its repository, not the path inside it, so there is no exact command to give. Open cwiechmann/workato-ai-patterns and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Workato AI Patterns does

Reusable patterns and instructions for building agentic AI solutions on Workato — Genies, skills, recipes, and human-in-the-loop workflows. Includes guidance for designing skill contracts, writing agent instructions, and collaborating effectively with Claude, plus real case studies showing the patterns applied end to end.

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README

workato-ai-patterns

Reusable patterns and instructions for building agentic AI solutions on Workato — Genies, skills, recipes, and human-in-the-loop workflows. This repo collects what actually worked (and what broke and got fixed) across real builds, distilled into instructions you can hand to a new project or a new collaborator without re-explaining everything from scratch.

What's here

`/guides/build-playbook.md`

General, project-agnostic guidance for architecting an agentic solution on Workato: dividing responsibility between skills and the agent, controlling entry into automated pipelines, sync vs. async agent work, identifier normalization, schema conventions, migrating a hand-rolled status field onto a platform-native workflow mechanism, and human-in-the-loop principles. Start here if you're designing a new system from the ground up.

`/guides/genie-skill-design.md`

A focused, tactical guide specifically for designing individual Genie skills: what to ask before writing one, how to structure a skill's description and input/output schema, the pattern of using a required input to force an ordering dependency between skills, and how to write message fields that actually help the agent explain itself. Use this when you're building or reviewing a specific skill.

`/guides/working-with-claude.md`

How to direct Claude when collaborating on a build like this — the working style, review habits, and formatting conventions that made the back-and-forth productive. Load this alongside a project's technical context so you don't have to re-teach these preferences turn by turn.

`/case-studies/`

Real, end-to-end examples of these patterns applied to an actual build, including the design decisions, the bugs found through testing, and the fixes. Case studies are anonymized where they draw on real customer conversations.