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ToolIn progressCode public; paper in progress
capscope
A zero-inference capability manifest that gates the tools a language-model agent may call.
Problem
Defences against indirect prompt injection usually add a model call to every task, which costs latency and money.
Approach
Build a tool whitelist once from the user’s instruction, by matching action verbs against per-tool profiles. Gate every tool call. Nothing the agent reads later can widen the whitelist.
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AgentDojo v1.2
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Related paper
AI-Jailor: capability scoping against indirect prompt injection
