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llm-app-security

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Secure LLM-powered applications with input validation, output controls, tenant isolation, and abuse prevention.

security/ai/llm-app-security/SKILL.md

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# LLM Application Security

Harden chatbots, RAG pipelines, and AI features embedded in SaaS products against prompt injection, data leakage, abuse, and compliance violations.

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## When to Use

Apply this skill whenever you are building or operating:

- **Customer-facing chatbots** -- support bots, sales assistants, or any conversational UI backed by an LLM.
- **RAG-augmented applications** -- internal knowledge bases, document Q&A, or code assistants that retrieve context from a vector store before generating a response.
- **AI features inside SaaS products** -- summarization, auto-complete, content generation, or classification endpoints exposed to end users.
- **Internal copilots** -- developer tools, HR bots, or finance assistants that handle sensitive corporate data.