genai-governance

genai-governance is a skill for Claude Code from djimit/overheid-plugins. It costs 292 tokens per session (7,126 once invoked), scanned A, original, EUPL-1.2.

A set of guidance for adding governance controls to generative-AI systems used by the Dutch government. It addresses EU AI Act requirements, privacy rules, security controls, audit records, human oversight, and model documentation.

In plain words
What is it for?
Use it to create model cards, conformity-assessment material, audit trails, human-oversight processes, and records of AI-supported decisions.
Why use it?
It helps teams account for legal, privacy, security, and accountability obligations when building or operating government AI systems.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: model in frontmatter.

Good fit Use it to create model cards, conformity-assessment material, audit trails, human-oversight processes, and records of AI-supported decisions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/djimit/overheid-plugins/genai-governance
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add djimit/overheid-plugins --skill genai-governance
Clone the repo
git clone --depth 1 https://github.com/djimit/overheid-plugins

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for genai-governance

README.md
[![agentmods](https://agentmods.dev/badge/skills/djimit/overheid-plugins/genai-governance/github.svg)](https://agentmods.dev/skills/djimit/overheid-plugins/genai-governance)
Your own site
<a href="https://agentmods.dev/skills/djimit/overheid-plugins/genai-governance"><img src="https://agentmods.dev/badge/skills/djimit/overheid-plugins/genai-governance/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for genai-governance

Your own site · 80×15
<a href="https://agentmods.dev/skills/djimit/overheid-plugins/genai-governance"><img src="https://agentmods.dev/badge/skills/djimit/overheid-plugins/genai-governance.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 292 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,126 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00292 $0.07126
Opus 5 $0.00146 $0.03563
Sonnet 5 $0.00058 $0.01425
Haiku 4.5 $0.00029 $0.00713

Measured 9d ago against content hash d3f16c0f3f82, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

genai-governance scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/genai-governance/SKILL.md · 773 lines

The source is not reproduced here

Licensed EUPL-1.2

The repository is licensed EUPL-1.2, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 773 lines · 292 tokens per session scan A d3f16c0f3f82

Subscribe to this mod's changes

genai-governance is a skill published in the GitHub repository djimit/overheid-plugins (3 stars, last pushed 1mo ago), licensed EUPL-1.2. It adds 292 tokens to every session and 7,126 once invoked, about $0.0015 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories

specification-writing

A workflow for writing complete patent specifications from patent claims and an invention disclosure. It adapts the document to a chosen jurisdiction, such as the US, Europe, or China.

wanshuiyin/Auto-claude-code-research-in-sleep · 49 tokens

regulatory-research-fallback

Fallback workflow for regulatory research when web extraction tools fail on government PDFs.

HKUDS/OpenSpace · 20 tokens

x-scorecard

OpenSSF Scorecard for assessing open source project security. Check security best practices and compliance. Dependency: This is an x-cmd module. Install x-cmd first (see x-cmd skill for installation options). see x-cmd skill for installation.

x-cmd/x-cmd · 57 tokens

memstack-business-gdpr

Use this skill when the user says 'GDPR', 'data protection', 'privacy compliance', 'DPA', 'DSAR', 'data subject request', 'cookie consent', 'privacy audit', 'CCPA', or asks 'do I need GDPR for this repo'. Scans the repository to detect what personal data is collected, classifies sensitivity, determines whether GDPR…

cwinvestments/memstack · 121 tokens

gesellschaftsrechtliche-satzungen-agb

Für Gesellschaftsrechtliche Satzungen AGB Abgrenzung: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: AGB-Recht-Prüfer. Route: gesellschaftsrechtliche-satzungen-agb.

Klotzkette/claude-fuer-deutsches-recht · 69 tokens

nda-review

Use when the user uploads or pastes a non-disclosure agreement and asks for review, redline, risk assessment, or a recommendation on whether to sign. Identifies missing standard protections, one-sided or unusual provisions, and operational issues; produces a structured report with severity ratings and citations to…

LegalQuants/lq-ai · 79 tokens