bias-detection-design
Designing review workflows to surface and mitigate bias in AI outputs.
Defining what each agent does, knows, and owns in a multi-agent system.
$ npx -y skills add owl-listener/ai-design-skills --skill agent-role-design --agent claude-codeHow it fires
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/agent-role-designContext preview
The summary Claude sees to decide when to auto-load this skill.
Defining what each agent does, knows, and owns in a multi-agent system.
name: agent-role-design description: Defining what each agent does, knows, and owns in a multi-agent system.
In a multi-agent system, each agent needs a clearly defined role — what it does, what it knows, what it's responsible for, and where its authority ends. Without clear roles, agents duplicate work, conflict with each other, or leave gaps.
For each agent in the system, specify:
When agents' roles overlap or conflict:
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.