bias-detection-design
Designing review workflows to surface and mitigate bias in AI outputs.
Creating reusable, parameterised prompt templates for consistent outputs.
$ npx -y skills add owl-listener/ai-design-skills --skill template-design --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/template-designContext preview
The summary Claude sees to decide when to auto-load this skill.
Creating reusable, parameterised prompt templates for consistent outputs.
name: template-design description: Creating reusable, parameterised prompt templates for consistent outputs.
A prompt template is a reusable prompt structure with variable slots that get filled at runtime. Templates create consistency across similar tasks and make prompt management scalable.
A template has:
Each variable should be:
Complex prompts can be built from smaller templates:
Part of the Designer Skills suite. Install this collection and four more with one command in Claude Code: /plugin marketplace add Owl-Listener/designer-skills This repo still works on its own. The suite just gives everyone one front door.
Designing review workflows to surface and mitigate bias in AI outputs.
Designing for informed user consent, opt-out, and human override.
When and how AI should escalate to humans, refuse, or ask for clarification.
Defining behavioral boundaries — what the AI should and shouldn't do.
Proactively identifying failure modes, misuse, and unintended consequences.
Showing users what the AI knows, doesn't know, and how confident it is.