Context Entropy Solution — 5 Compaction Strategies

// Context compaction strategy (conceptual)
const MAX_CONSECUTIVE_AUTOCOMPACT_FAILURES = 3; // The 3-line fix

interface CompactionStrategy {
  name: string;
  trigger: () => boolean;
  compact: (context: Message[]) => Message[];
}

// 5 strategies for managing context entropy:
const strategies: CompactionStrategy[] = [
  { name: 'summary',    /* summarize old messages */ },
  { name: 'truncate',   /* drop oldest messages */ },
  { name: 'selective',  /* keep only tool results */ },
  { name: 'dedup',      /* remove repeated content */ },
  { name: 'tiered',     /* memory index vs full content */ },
];

// Prompt-shape surgery for Capybara compatibility
function sanitizePromptShape(messages: Message[]): Message[] {
  // Force safe boundary markers
  // Relocate risky blocks
  // Add non-empty markers for empty tool outputs
}