Context Budget Planner

Design optimal token allocation strategies for LLM context windows. Analyze current usage, identify waste, and produce a balanced budget that maximizes output quality within the model's limits.

When to Use

• Designing a new system prompt and need to plan token allocation
• Your agent is hitting context window limits and needs optimization
• Migrating between models with different context sizes (e.g., 8K → 128K → 200K)
• Analyzing cost vs. quality tradeoffs for production deployments
• Building multi-turn agents that must maintain coherent long conversations
• Designing RAG systems where retrieval results compete for context space

Context Window Reference