Agent Introspection Debugging

When your agent burns through tokens in a loop or drifts off task, this gives it a structured way to debug itself before you step in. It walks through four phases: capture the failure state, diagnose the pattern (like repeated tool calls or context bloat), apply a minimal recovery action, and write a legible report. The key discipline is "verify the world state instead of trusting memory" and shrinking scope before retrying blindly. Think of it as teaching the agent to stop, look at what's actually happening, and either fix it with evidence or escalate cleanly. Most useful when you're watching an agent spin its wheels on the same command or slowly lose track of what it was supposed to be doing.

Install to Claude Code

npx -y skills add affaan-m/everything-claude-code --skill agent-introspection-debugging --agent claude-code