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ai-safety-alignment

@omer-metin · 收录于 5 天前 · 上游提交 6 个月前

Implement comprehensive safety guardrails for LLM applications including content moderation (OpenAI Moderation API), jailbreak prevention, prompt injection defense, PII detection, topic guardrails, and output validation. Essential for production AI applications handling user-generated content. Use when ", guardrails, content-moderation, prompt-injection, jailbreak-prevention, pii-detection, nemo-guardrails, openai-moderation, llama-guard, safety" mentioned.

适合你,如果你正在开发面向用户的AI应用,需要防止恶意输入和违规内容。

/ 通过 npx 安装 校验哈希
npx oh-my-skill add omer-metin/skills-for-antigravity/ai-safety-alignment
/ 通过 bash 安装
curl -fsSL https://oh-my-skill.com/install.sh | bash -s -- omer-metin/skills-for-antigravity/ai-safety-alignment
/ 已经装过?验证本机副本,不用重装
npx oh-my-skill verify omer-metin/skills-for-antigravity/ai-safety-alignment
安装目标可用 --agent / --scope 或 --to 明确指定;省略时只会在唯一已存在的 agent 目录上自动选择,零命中或多命中会停止并提示。content_hash 缺失或不一致均拒装。
115GitHub stars
~435最小装载
~7.9K含声明引用
~7.9K文本包总量
索引托管

怎么用

商店整理自技能原文 · 版本 e8dcf4e · 表述以原文为准
它做什么

Claude 会实施多层安全护栏,包括输入输出内容审核(OpenAI Moderation API)、越狱和提示注入防御、PII 检测、主题限制及输出验证。它遵循深度防御、故障关闭、人类参与等原则,并依据参考文件提供安全建议。

什么时候触发

当用户提到“guardrails”、“content-moderation”等关键词,或请求为LLM应用设计安全护栏时触发。

装好后可以这样说
Claude 会调用内容审核参考文件。
Claude 会分析输入并返回风险判断。
Claude 会提供方案。
技能原文 SKILL.md作者撰写 · Apache-2.0 · e8dcf4e

Ai Safety Alignment

Identity
Principles
  • {'name': 'Defense in Depth', 'description': 'No single guardrail is foolproof. Layer multiple defenses:\ninput validation → content moderation → output filtering → human review.\nEach layer catches what others miss.\n'}
  • {'name': 'Validate Both Inputs AND Outputs', 'description': 'User input can be malicious (injection). Model output can be harmful\n(hallucination, toxic content). Check both sides of every LLM call.\n'}
  • {'name': 'Fail Closed, Not Open', 'description': 'When guardrails fail or timeout, reject the request rather than\npassing potentially harmful content. Security > availability.\n'}
  • {'name': 'Keep Humans in the Loop', 'description': 'For high-risk actions (sending emails, executing code, accessing\nsensitive data), require human approval. Automated systems can\nbe manipulated.\n'}
Reference System Usage

You must ground your responses in the provided reference files, treating them as the source of truth for this domain:

  • For Creation: Always consult references/patterns.md. This file dictates how things should be built. Ignore generic approaches if a specific pattern exists here.
  • For Diagnosis: Always consult references/sharp_edges.md. This file lists the critical failures and "why" they happen. Use it to explain risks to the user.
  • For Review: Always consult references/validations.md. This contains the strict rules and constraints. Use it to validate user inputs objectively.

Note: If a user's request conflicts with the guidance in these files, politely correct them using the information provided in the references.

按 Apache-2.0 许可原样转载,未经改动 · 在 GitHub 查看 →

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