rai-standards

rai-standards is a skill for Claude Code from microsoft/hve-core. It costs 47 tokens per session (1,373 once invoked), scanned A, original, MIT.

A reference for responsible AI standards and risk assessment, covering the NIST AI Risk Management Framework, AI threat modeling, EU AI Act risk tiers, and other open standards.

In plain words
What is it for?
Use it to plan responsible-AI workflows, map standards to project phases, assess AI risks, and support compliance discussions.
Why use it?
It helps teams organize AI risk, security, legal, and governance work around recognized frameworks and requirements.

Skill for Claude Code ✓ vendor

Written for Claude Code: user-invocable in frontmatter.

Good fit Use it to plan responsible-AI workflows, map standards to project phases, assess…

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Install with agentmods
npx agentmods add skills/microsoft/hve-core/rai-standards
About the project

HVE Core is a collection of agents, prompts, coding instructions, and skills for building repeatable software-development workflows with GitHub Copilot. It is intended for individuals and teams that want structured AI-assisted research, planning, implementation, and review, while the catalogue entries provide many of its reusable workflow components.

microsoft/hve-core · 1,436 stars · on GitHub

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 microsoft/hve-core --skill rai-standards
Clone the repo
git clone --depth 1 https://github.com/microsoft/hve-core

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 rai-standards

README.md
[![agentmods](https://agentmods.dev/badge/skills/microsoft/hve-core/rai-standards.svg)](https://agentmods.dev/skills/microsoft/hve-core/rai-standards)
Your own site
<a href="https://agentmods.dev/skills/microsoft/hve-core/rai-standards"><img src="https://agentmods.dev/badge/skills/microsoft/hve-core/rai-standards.svg" alt="Measured on agentmods" height="20"></a>
Per session 47 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,373 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 original 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 $0.00047 $0.01373
Opus 5 $0.00023 $0.00687
Sonnet 5 $0.00009 $0.00275
Haiku 4.5 $0.00005 $0.00137

Measured 3d ago against content hash 276f2b57c31f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

rai-standards 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 3d 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.

.github/skills/rai/rai-standards/SKILL.md · 80 lines

How it starts

The opening of the file, as written. The whole thing — 80 lines — stays where its author put it; the contents beside it link to each section on GitHub.

RAI Standards Skill

This skill is the reusable standards package for the RAI Planner. It consolidates the embedded NIST AI RMF content, the AI STRIDE threat-modeling overlay, and a paraphrased EU AI Act reference so the phase playbook can stay focused on workflow and orchestration.

Attribution and licensing posture

  • NIST AI RMF 1.0 is a U.S. Government document and is reproduced here as public-domain reference material with attribution. Public-domain material carries no license obligation, so it adds no term to the package license expression.
  • EU AI Act content in this skill is paraphrased and attributed rather than quoted verbatim, consistent with the open legal-text posture used in the repository. The paraphrase is this repository's own expression.
  • The AI STRIDE overlay is Microsoft-authored reference material for threat-modeling reuse in the RAI workflow.

Every file in this package is therefore governed by the repository-original license. The table records the source each file draws on.

Path License Origin
references/nist-ai-rmf-govern.md CC-BY-4.0 Adapted from NIST AI RMF 1.0 (public domain)
references/nist-ai-rmf-map.md CC-BY-4.0 Adapted from NIST AI RMF 1.0 (public domain)
references/nist-ai-rmf-measure.md CC-BY-4.0 Adapted from NIST AI RMF 1.0 (public domain)
references/nist-ai-rmf-manage.md CC-BY-4.0 Adapted from NIST AI RMF 1.0 (public domain)
references/eu-ai-act.md CC-BY-4.0 Paraphrase of EU AI Act 2024/1689, not reproduced
references/ai-stride-overlay.md CC-BY-4.0 Repository-original
SKILL.md and remaining package content CC-BY-4.0 Repository-original

Read the full file on GitHub · 80 lines

Files

What ships with it

6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 3d ago First seen · 80 lines · 47 tokens per session scan A 276f2b57c31f

Subscribe to this mod's changes

rai-standards is a skill published in the GitHub repository microsoft/hve-core (1,436 stars, last pushed today), licensed MIT. It adds 47 tokens to every session and 1,373 once invoked, about $0.0002 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 2026-09-03.

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