china-ads-safety

china-ads-safety is a skill for Claude Code, Codex from pangzhenying2025/hermes-automotive-skills. It costs 28 tokens per session (1,418 once invoked), scanned A, original, MIT.

A guide to China’s proposed mandatory safety requirements for automated driving systems, including systems that can drive under defined conditions with limited or no continuous human control. It covers operating limits, fallback actions, human interaction, safety management, and testing.

In plain words
What is it for?
Use it to define operating conditions, minimum-risk responses, takeover procedures, safety cases, manufacturer processes, and scenario-based validation.
Why use it?
It helps teams turn broad automated-driving safety goals into requirements for normal driving, unusual situations, system failures, and transitions to a safer state.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to define operating conditions, minimum-risk responses, takeover procedures, safety cases, manufacturer processes, and scenario-based validation.

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Install with agentmods
npx agentmods add skills/pangzhenying2025/hermes-automotive-skills/china-ads-safety
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 pangzhenying2025/hermes-automotive-skills --skill china-ads-safety
Clone the repo
git clone --depth 1 https://github.com/pangzhenying2025/hermes-automotive-skills

Made for: Claude Code, Codex.

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 china-ads-safety

README.md
[![agentmods](https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/china-ads-safety/github.svg)](https://agentmods.dev/skills/pangzhenying2025/hermes-automotive-skills/china-ads-safety)
Your own site
<a href="https://agentmods.dev/skills/pangzhenying2025/hermes-automotive-skills/china-ads-safety"><img src="https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/china-ads-safety/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 china-ads-safety

Your own site · 80×15
<a href="https://agentmods.dev/skills/pangzhenying2025/hermes-automotive-skills/china-ads-safety"><img src="https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/china-ads-safety.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 28 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,418 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 $0.00028 $0.01418
Opus 5 $0.00014 $0.00709
Sonnet 5 $0.00006 $0.00284
Haiku 4.5 $0.00003 $0.00142

Measured 9d ago against content hash 96297840f503, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

china-ads-safety 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/china-ads-safety/SKILL.md · 157 lines

How it starts

The opening of the file, as written. The whole thing — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Ads Safety — China Standard

ADS 自动驾驶系统安全要求(强制性国标草案)

标准信息

属性
标准编号 待定(GB 强标)
名称 智能网联汽车 自动驾驶系统安全要求
状态 工作组征求意见稿 v1.0(2025.11)
推荐等级 P2-推荐入选
替代 GB/T 44721-2024
性质 强制性国标,国家战略级标准
完成目标 2025年7月30日
总页数 约50页

标准核心内容

总体安全要求

ADS安全总体要求
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
核心原则:
  ADS安全水平应至少等同于合格谨慎的人类驾驶员
  (at least equivalent to a competent and careful human driver)

适用范围:
  - L3 有条件自动驾驶
  - L4 高度自动驾驶
  - M类和N类车辆
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

标准结构

标准结构(10章 + 附录A)
├── 第1章 范围
├── 第2章 规范性引用文件
├── 第3章 术语和定义
│   ├── ADS (自动驾驶系统)
│   ├── DDT (动态驾驶任务)
│   ├── ADSF-1 / ADSF-2 (自动驾驶功能分类)
│   ├── ODD (运行设计域)
│   ├── ODC (运行设计条件)
│   ├── MRC (最小风险状态)
│   ├── MRM (最小风险操作)
│   ├── 安全论证 (Safety Case)
│   └── 场景 (Scenario)
├── 第4章 总体要求
├── 第5章 ADS技术要求
│   ├── 5.1 DDT执行要求
│   │   ├── 正常场景
│   │   ├── 关键场景
│   │   └── 故障场景
│   ├── 5.1.5 ODC边界要求
│   ├── 5.2 MRM要求
│   └── 5.3 人机交互要求
│       ├── 激活/退出
│       ├── 后备用户监控
│       └── 接管流程
├── 第6章 制造商要求
│   ├── 6.1 安全管理体系 (SMS)
│   │   ├── 安全方针
│   │   ├── 风险管理
│   │   ├── 安全保障
│   │   ├── 安全改进
│   │   ├── 设计开发管理
│   │   ├── 生产管理
│   │   └── 售后安全管理 (ISMR)
│   └── 6.2 仿真测试要求
│       ├── 数据管理
│       ├── 人员能力
│       ├── 发布管理
│       ├── 工具链描述
│       ├── 不确定性量化
│       ├── 验证与确认
│       └── 灵敏度分析
├── 第7-8章 场地测试/道路测试要求
├── 第9章 在用安全监控 (ISMR)
├── 第10章 符合性评估
└── 附录A 术语和定义补充

安全管理体系(SMS)要求

制造商安全管理体系 (Section 6.1)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

安全方针 (Safety Policy)
  └── 组织承诺、安全目标、资源保障

风险管理 (Risk Management)
  ├── 系统性风险识别与评估
  ├── 风险缓解措施
  └── 残余风险监控

安全保障 (Safety Assurance)
  ├── 安全验证与确认活动
  ├── 安全审计
  └── 安全案例构建

安全改进 (Safety Improvement)
  ├── 事故/事件分析
  ├── 经验教训反馈
  └── 持续改进机制

在用安全管理 (ISMR - In-Service Monitoring and Reporting)
  ├── 运行数据监控
  ├── 安全事件报告
  ├── 定期安全评估
  └── OTA更新安全管理
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

仿真测试特别要求

仿真测试要求 (Section 6.2)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
数据管理:训练/验证/测试数据的质量控制
人员能力:仿真团队技术资质要求
发布管理:仿真软件版本控制
工具链描述:仿真工具链完整性说明
不确定性量化:模型与真实世界的偏差评估
验证与确认:仿真模型V&V
灵敏度分析:参数变化对结果的影响分析
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

Read the full file on GitHub · 157 lines

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 · 157 lines · 28 tokens per session scan A 96297840f503

Subscribe to this mod's changes

china-ads-safety is a skill published in the GitHub repository pangzhenying2025/hermes-automotive-skills (5 stars, last pushed 3mo ago), licensed MIT. It adds 28 tokens to every session and 1,418 once invoked, about $0.0001 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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