tokencostscope
by krulewis
Automatically estimates token usage and dollar cost when a development plan is created. Triggers when: a pipeline plan is finalized, an implementation plan is produced, an architecture decision is made, or step counts and file lists are discussed. Reads the plan from conversation context to infer size, file count, complexity, and steps. Loads learned calibration factors from prior sessions to improve accuracy over time.