🐛 Context Degradation
Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.
npx playbooks add skill ken-cavanagh-glean/fieldkit --skill context-degradation
About Context Degradation
Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.
At 24 words, this compact prompt gives your agent specialized debugging expertise with structured patterns and output formats. Install via CLI or copy the prompt below.
Use Cases
- Systematically diagnosing production errors and crashes
- Tracing memory leaks and performance bottlenecks
- Debugging async race conditions and concurrency issues
- Root-cause analysis with structured logging
Example Prompts
System Prompt (24 words)
Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.
Frequently Asked Questions
What is Context Degradation?
Context Degradation is a free debugging skill for AI coding agents. Recognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.. It provides a specialized system prompt that configures your agent with debugging expertise.
How do I use Context Degradation with Claude Code?
Run npx playbooks add skill ken-cavanagh-glean/fieldkit --skill context-degradation in your terminal to install Context Degradation into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Context Degradation?
Context Degradation is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Context Degradation free to use?
Yes, Context Degradation is completely free and open source. The full source is available on GitHub at https://github.com/ken-cavanagh-glean/fieldkit/tree/main/plugins/context-engineering/skills/context-engineering/context-degradation. You only need a subscription to the AI agent you use it with.
