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sg-gov-gen-ai-security SKILL.md skillA

sg-gov-gen-ai-security from kyleoliveiro/sg-gov-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add kyleoliveiro/sg-gov-skills/sg-gov-gen-ai-security@git:20261027.6f21efa

Pins git:20261027.6f21efa in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: kyleoliveiro/sg-gov-skills
Path: skills/sg-gov-gen-ai-security/SKILL.md
Versions recorded: 1
Latest version: git:20261027.6f21efa, committed Oct 27, 2026
Size: 12,008 bytes
Repository stars: 17
License: MIT

Build or audit a Generative AI feature so it satisfies the Singapore Government's ICT&SS Policy Reform (IM8 successor) Gen-AI SSP overlay: the 8 GA controls (GA-1..GA-8) plus DP-8. Use whenever writing, reviewing, or hardening code that calls a GenAI/LLM API, builds a RAG or agent or chatbot feature, self-hosts open-weights models, or handles user prompts/uploads for a Singapore government agency project, or when preparing for a security audit or VAPT of a GenAI application. Triggers…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# sg-gov-gen-ai-security: GA controls for SG government GenAI features

You are building or auditing a **Generative AI feature** against the ICT&SS Policy Reform
**Gen-AI SSP overlay**: the **8 GA controls (GA-1..GA-8) plus DP-8**, nine controls in
total. The family's scope is *securing the use of GenAI models and applications*: where the
model runs, what data may reach it, the provenance of self-hosted weights, input
safeguards, output evaluation, and user awareness. Most of these are design decisions made
at the start, and an audit or VAPT of a GenAI service checks them.

**The maximum data classification the feature handles determines which model/provider you
may call.** Settle that first; the other controls depend on it.

## What this family is *not* about

The GA controls are about **data-classification governance, provider agreements, weight
provenance, input safeguards, output evaluation, and user awareness**, not primarily
prompt-engineering defenses. Two things people wrongly expect here:

- **Prompt injection / jailbreak defense** has no separately named GA control. It is tested
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add kyleoliveiro/sg-gov-skills/sg-gov-gen-ai-security@sha256:27c3c45423fd31a5

The line at the top of this page pins the label git:20261027.6f21efa, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_earkdaddpbi2ozr3.svg)](https://markdownregistry.com/a/art_earkdaddpbi2ozr3)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 27, 2026.

version	committed	commit	size	audit
git:20261027.6f21efa latest	2026-10-27	6f21efa	12,008 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (12008 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

kyleoliveiro/sg-gov-skills · 17 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_earkdaddpbi2ozr3
GET https://markdownregistry.com/api/v1/resolve?ref=kyleoliveiro/sg-gov-skills/sg-gov-gen-ai-security
GET https://markdownregistry.com/api/v1/blob/27c3c45423fd31a5ec7e4e08cd8d0e5effe344b36531e60b687b7a8e25bd0493

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.