budget-tracker-patterns

What problem does it solve?

This Skill enables awareness-based budgeting for AI generation, tracking context usage, tool calls, and token estimates to prevent runaway costs while maintaining flow.

Core Features & Use Cases

• Non-blocking budget awareness: monitors max tokens, used tokens, and per-tool call counts without blocking generation.
• Timeouts, truncation, and quality checks: applies wall-clock tool timeouts, truncates large results, and detects diminishing search returns to preserve context.
• Integrations & scenarios: ideal for long-running generation pipelines, multi-tool orchestration, and cost-conscious workflows where visibility is crucial.

Quick Start

Use budget-tracker-patterns to monitor token usage and tool calls during an ongoing generation session.