Does this skill work with existing project documents?

Yes, it specifically scans ArcKit artifacts such as Architecture Principles (PRIN), Requirements (REQ), and Data Models (DATA) to provide a context-aware assessment.

Which government departments is this for?

It is designed for UK central government departments, arm's length bodies, and any organization following the UK Government AI Playbook for responsible deployment.

What does the AI Playbook assessment evaluate?

It assesses systems against 10 core principles (like human control and security) and 6 ethical themes (including fairness, bias, and transparency) defined by the UK government.

How does it handle high-risk AI systems?

For high-risk systems, the skill mandates human-in-the-loop oversight, ATRS publication, and scores of at least 90% across all principles before recommending deployment.

Can I customize the assessment criteria?

Users can customize the assessment by creating a local template at .arckit/templates/uk-gov-ai-playbook-template.md or using the customize command.

UK Government AI Playbook Assessment

Name: UK Government AI Playbook Assessment
Author: tractorjuice

bytractorjuice

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164

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安全与测试

Evaluates AI system compliance with the UK Government AI Playbook to ensure responsible and ethical deployment.

The arckit-ai-playbook skill automates the rigorous assessment of AI systems against the UK Government's official framework for responsible AI. By analyzing project artifacts within the ArcKit ecosystem, it evaluates systems against 10 Core Principles and 6 Ethical Themes, including transparency, security, and human oversight. It provides a structured compliance report, determines risk levels (High, Medium, or Low), and ensures mandatory documentation like the Algorithmic Transparency Recording Standard (ATRS) and Data Protection Impact Assessments (DPIAs) are addressed before deployment.

主要功能

01Automated scoring against 10 Core Principles and 6 Ethical Themes

02164 GitHub stars

03Deep integration with ArcKit architectural artifacts (PRIN, REQ, DATA)

04Risk-based AI classification with tailored oversight requirements

05Mandatory documentation checklists for ATRS, DPIA, and EqIA

06Actionable priority-based roadmap for compliance and deployment

使用场景

01Mapping technical AI requirements to government governance frameworks

02Conducting pre-deployment ethical audits for UK public sector AI projects

03Generating Algorithmic Transparency Recording Standard (ATRS) reports

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tractorjuice/arc-kit arckit-ai-playbook

For use in Claude.ai and ChatGPT

主要功能

01Automated scoring against 10 Core Principles and 6 Ethical Themes

02164 GitHub stars

03Deep integration with ArcKit architectural artifacts (PRIN, REQ, DATA)

04Risk-based AI classification with tailored oversight requirements

05Mandatory documentation checklists for ATRS, DPIA, and EqIA

06Actionable priority-based roadmap for compliance and deployment

使用场景

01Mapping technical AI requirements to government governance frameworks

02Conducting pre-deployment ethical audits for UK public sector AI projects

03Generating Algorithmic Transparency Recording Standard (ATRS) reports

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tractorjuice/arc-kit arckit-ai-playbook

For use in Claude.ai and ChatGPT