context-degradation - Diagnose and mitigate context degradation
Explains context degradation patterns and mitigation strategies for diagnosing agent failures and designing reliable long-context systems.
Tags
Updated: 2026-09-30Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Identify lost-in-middle effects
- Detect context poisoning
- Analyze context distraction
- Diagnose context confusion
- Resolve context clashes
- Recommend context architectures
Inputs
- Long conversations
- Agent outputs
- Tool outputs
- Retrieved documents
- System design requirements
Outputs
- Degradation diagnoses
- Mitigation recommendations
- Context placement guidance
- Architecture recommendations
Requirements
- Language model
- Context inspection access