Skills Directory

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

Tracks token spend across an agent run and stops or downgrades before it blows the budget. Use when running long autonomous tasks with a har

Adds a cheap classification step ahead of expensive model calls. Use in any high-volume production workload.

Stops treating an advertised context window as usable capacity. Use when designing any long-context feature.