Everything becomes a good contributor design, which contributors do we need? git attribution Context memories Context + Tool + Output guardian Context + Request goal Tool + Runtime image generation Tool + Output skills Context + Turn personality Context plugins / apps / connectors Context + Turn shell snapshot Runtime web search Tool AGENTS.md Context (Runtime too only if you want eager refresh/cache behavior) future sandboxing probably Request + Runtime