arckit-ai-playbook

Assess AI system compliance against the UK Government AI Playbook principles.

2.1k|266|Updated Oct 14, 2025
One-click install
npx skills add https://github.com/tractorjuice/arc-kit --skill arckit-ai-playbook
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: arckit-ai-playbook
Source: https://github.com/tractorjuice/arc-kit/tree/main/arckit-codex/skills/arckit-ai-playbook
Command: npx skills add https://github.com/tractorjuice/arc-kit --skill arckit-ai-playbook

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps UK government organizations assess and ensure their AI systems comply with the mandatory UK Government AI Playbook for responsible AI deployment, mitigating risks and ensuring ethical practices.

Core Features & Use Cases

  • Compliance Assessment: Evaluates AI systems against the 10 Core Principles and 6 Ethical Themes of the UK AI Playbook.
  • Risk Determination: Classifies AI systems into High, Medium, or Low risk categories to guide oversight.
  • Artifact Analysis: Scans project context for relevant documents like PRIN, REQ, DATA, RISK, DPIA, and external policies.
  • Reporting: Generates a comprehensive assessment report including scores, findings, gaps, and an action plan.
  • Use Case: A government department is developing a new AI tool for citizen services. This Skill can be used to rigorously assess its compliance with the AI Playbook before deployment, identifying critical issues and guiding remediation.

Quick Start

Use the arckit-ai-playbook skill to assess AI Playbook compliance for the benefits eligibility chatbot.

Frequently Asked Questions about arckit-ai-playbook

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I check my AI system for UK Government AI Playbook compliance?

AI Playbook compliance is determined by evaluating your system's context against the 10 core principles and 6 ethical themes. The Skill reads project artifacts like PRIN, REQ, and DPIA documents to classify risk levels and produce a detailed assessment report with mandatory documentation checklists.

What is a UK AI Playbook risk assessment and when do I need one?

A UK AI Playbook risk assessment evaluates your AI system to classify it as High, Medium, or Low risk. You need this assessment before deploying AI tools in government departments to ensure responsible AI practices and identify critical compliance gaps.

How do I conduct a responsible AI compliance assessment for a government chatbot?

Conducting a responsible AI compliance assessment involves scanning existing project artifacts and external policies. The system evaluates the chatbot against mandatory principles, generating an action plan with risk-based guidance and mandatory documentation checklists for remediation.

Can I use existing project artifacts like DPIA and RISK documents for AI compliance evaluation?

Yes, you can use existing project artifacts for AI compliance evaluation. The Skill scans project context for documents including PRIN, REQ, DATA, RISK, DPIA, and external policies to analyze the system and generate a comprehensive assessment report.

What are the limitations of using an automated AI Playbook compliance assessment?

The main limitation of an automated AI Playbook compliance assessment is that it relies on the availability of readable project artifacts and external documents. The generated report provides risk-based guidance and documentation checklists, but human oversight is still required to execute the remediation action plan.