AI Feature Threat Model Builder for fast browser-based work
Build a threat model for AI chat, RAG, coding agents, tool use, logging, retrieval, and user-data flows before launch.
中文：在上线前，为 AI 聊天、RAG、编码 Agent、工具调用、日志、检索和用户数据流生成威胁模型。
Example: Use it before adding a chatbot, AI agent, retrieval system, prompt logger, or support automation to a product.
Where this tool fits in real work
Use cases
- Describe the AI feature, data flow, storage/logging behavior, and tool permissions.
- Detect prompt injection, data exfiltration, tool over-permission, RAG poisoning, hallucination, and logging risks.
- Copy a threat model with mitigations and pre-launch checks.
Review notes
- This is a first-pass threat model, not a substitute for a formal security review.
- The tool runs locally and does not send feature details to a model.
- Use it before launching chat, RAG, agent, retrieval, or prompt-logging features.
Local-first handling
This page is built as a browser utility. Inputs are processed in the page where possible, with no account requirement and no intentional upload step for the tool workflow.
When to use AI Feature Threat Model Builder
Good fit
- Describe the AI feature, data flow, storage/logging behavior, and tool permissions.
- Detect prompt injection, data exfiltration, tool over-permission, RAG poisoning, hallucination, and logging risks.
- Copy a threat model with mitigations and pre-launch checks.
Before copying results
- This is a first-pass threat model, not a substitute for a formal security review.
- The tool runs locally and does not send feature details to a model.
- Use it before launching chat, RAG, agent, retrieval, or prompt-logging features.
Use a stricter workflow
If the context includes production secrets, customer records, private research material, or executable scripts, redact first and use a stricter human review workflow.
Keep learning this workflow
Keep working with nearby utilities
AI Feature Threat Model Builder questions
Does it replace a security review?
No. It gives a local first-pass threat model and mitigation checklist.
Which risks does it cover?
Prompt injection, data exfiltration, over-broad tool permissions, RAG poisoning, hallucination, and logging retention.
Is this tool free?
Yes. The current Toolkits tools are free to use and do not require an account. If advertising is added later, it should be clearly labeled and kept away from primary tool controls.