token-budget-advisor

To control AI response length and save tokens, you can set a preferred depth level before submitting your prompt. This approach intercepts the response flow to present depth options, estimating input tokens and response size to guide generation.

Yes, you can switch between concise and exhaustive outputs in the same conversation session. The system maintains session-level depth settings, allowing you to adjust your response depth preferences and apply them to subsequent prompts.

The best way to minimize token usage for complex questions is to apply a heuristic token budget. By presenting four depth levels before a response is generated, you can limit depth and align the output to your exact needs.

To set a specific token budget percentage for your AI prompts, simply declare your preferred depth level, such as 50% depth, before asking your question. The system will estimate input tokens and align the response to that level.

Yes, this token budgeting approach works without integrating external components. It operates independently by intercepting the response flow and using a heuristic budget to estimate input tokens and manage session-level depth settings.

When using heuristic budgets for conversation management, the limitation is that response size estimation is an approximation rather than an exact count. Depth control is guided by presenting four levels, which may not yield precise token limits for highly constrained environments.