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Context Failure Prevention(CFP)
Protection against context poisoning, distraction, and degradation through monitoring and recovery mechanisms
In 30 seconds
- What
- Monitors context for poisoning and degradation, validates inputs, verifies integrity, and restores clean state when threats detected.
- When to use
- Multi-turn conversations where malicious or accidental inputs could corrupt the agent's understanding of its task or constraints.
- Watch out
- Detection overhead and false positives can slow responses; recovery mechanisms may discard legitimate context needed for the task.
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Context Failure Prevention: Overview
Protection against context poisoning, distraction, and degradation through monitoring and recovery mechanisms
- Context poisoning detection and prevention
- Context distraction monitoring
- Context degradation recovery mechanisms
- Real-time context health assessment
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References
The papers, specifications, and repositories this pattern is based on.
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