EU AI Act Examination Report Generator — Deployment Guide

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See CHANGELOG.md for version history.

Overview

EU AI Act Examination Report Generator — produces a formal, structured AI Act compliance assessment report suitable for legal files, audit trails, and regulatory inquiries:

9-section report structure — introduction, system description, scope-exclusion check, scope of application, intended purpose, risk classification, applicable obligations, risk flags, conclusion
Context-first adaptive intake — consumes prior assessment outputs (classification, role determination, obligation mapping, quick triage) when available
Input validation phase — explicit Phase 1.5 to flag missing or inconsistent context before drafting
Citation-grounded prose — legal citations index keeps article references consistent
Jurisdiction checklists for Member-State-specific compliance items
Quality-check phase before delivery (Phase 3)
Word document export with formatted output (Phase 4)
Output templates for assessment, gap analysis, regulator submission, and internal memo

File Structure

ai-act-report/
├── SKILL.md                              # Main skill instructions (deploy this)
├── CHANGELOG.md                          # Version history
├── evals/
│   └── evals.json                        # Test cases
└── references/
    ├── report-template.md                # 9-section master template
    ├── output-templates.md               # Variant templates (assessment, gap, regulator, memo)
    ├── legal-citations-index.md          # Article-reference index for consistency
    ├── interpretation-aids.md            # Commission/EDPB interpretation hooks
    ├── jurisdiction-checklists.md        # Member-State-specific compliance items
    ├── compliance-timeline.md            # Deadline anchors per tier
    ├── docx-formatting.md                # Word output formatting spec
    └── case-studies.md                   # Worked report examples

Deployment

Claude.ai (User Skills)

Go to Settings → Profile → Custom Skills (or equivalent)
Upload the entire ai-act-report/ folder structure
The skill will auto-trigger on "generate AI Act report", "Prüfbericht", "create compliance assessment", or "export as Word"

Claude Code / Custom MCP Setup

Copy the ai-act-report/ folder to your skills directory:

cp -r ai-act-report/ /path/to/your/skills/user/ai-act-report/

Ensure the skill is registered in your configuration

Usage

Quick Start

Either start fresh or hand over context from prior skill output:

> "Generate a formal AI Act compliance report for our HR screening system.
> I've already run the classifier (high-risk, Annex III Nr. 4) and the roles
> skill (we're the deployer). Please assemble the full Prüfbericht and
> export it as a Word document."

The skill will validate the context, draft the 9-section report, run a quality check, and offer .docx export.

Trigger Phrases

"Generate AI Act report" / "Prüfbericht" / "Compliance assessment report"
"Document the AI Act analysis" / "Export as Word"
"Create a formal AI Act assessment"

Workflow

Phase	Description
Phase 1: Input Collection	Context-first adaptive intake — consumes prior skill outputs if present
Phase 1.5: Input Validation	Explicit gate flagging missing or inconsistent inputs before drafting
Phase 2: Report Generation	9-section template populated with citations and jurisdiction overlays
Phase 3: Quality Check	Pre-delivery review for consistency and completeness
Phase 4: Word Export	Optional formatted .docx output

Report Structure

Section	Content
1. Introduction	Purpose, scope of the assessment, methodology note
2. System Description	Functionality, deployment context, users
3. Preliminary Check — Scope Exclusions (Art. 2)	Military, R&D, personal, ILE, open-source checks
4. Scope of Application	Territorial scope (Art. 2), addressee analysis
5. Intended Purpose (Art. 3(12))	Provider-declared intended use
6. Risk Classification	Tier verdict with Art. 5 / Annex I / Annex III / GPAI / Art. 50 analysis
7. Applicable Obligations	Role × tier obligation map with legal citations
8. Risk Flags & Recommendations	Open issues, follow-up actions, monitoring items
9. Conclusion	Summary verdict + next steps

Capabilities Summary

Feature	Description
9-Section Template	Audit-ready structure for legal files and regulator submissions
Context Consumption	Reads prior classification / role-determination / obligation-mapping / quick-triage outputs
Input Validation Gate	Phase 1.5 explicitly flags missing/inconsistent inputs
Citation Index	Consistent article references across sections
Jurisdiction Overlays	Member-State-specific compliance items
Quality Check	Phase 3 pre-delivery review
Word Export	Formatted .docx output for archiving and distribution
Output Variants	Assessment, gap analysis, regulator submission, internal memo

Regulatory Basis

Document	Reference
EU AI Act	Regulation (EU) 2024/1689
Art. 2, 3, 5, 6, 50–55	Citation anchors for each report section
Commission Guidelines	Used in interpretation aids
National implementation	Jurisdiction-specific checklist data

License & Disclaimer

This skill produces structured AI Act report templates based on Regulation (EU) 2024/1689. It is not legal advice. Reports should be reviewed and validated by qualified legal counsel before regulatory use.

Licensed under AGPL-3.0.

> Quality assurance: this skill ships with evaluation tests in the evals/ folder, which I run to check its outputs against expected results.

Created by Oliver Schmidt-Prietz — OneZero Legal