/gsd rate

Provides feedback on whether the model chosen for the last execution unit was appropriate. This feedback trains GSD’s adaptive model routing — over time, it learns which model tiers suit different task types.

Usage

/gsd rate over
/gsd rate ok
/gsd rate under

Rating	Meaning
over	The model was more expensive than necessary — a cheaper model would have handled it
ok	The model selection was appropriate
under	The model wasn’t capable enough — a more powerful model was needed

How It Works

GSD selects model tiers based on task complexity, phase, and historical performance. Your ratings adjust these selections for future units. Consistent “over” ratings on simple tasks will push GSD toward cheaper models; “under” ratings on complex work will push toward more capable ones.

Related Commands

• /gsd auto — autonomous execution where model routing applies
• /gsd history — review which models were used for past units