The three tools target distinct actions: listing models, redacting text, and asking the model. However, redact_text overlaps with ask_local's built-in output redaction, which could leave an agent unsure when to invoke redact_text directly versus relying on ask_local's automatic DLP.

All three names are verb-first and snake_case, which is predictable. list_local_models follows verb_adjective_noun while ask_local is verb_adjective and redact_text is verb_noun, a minor structural deviation but still readable and consistent in style.

Three tools is on the lean side but appropriate for a narrow local-LLM proxy whose purpose is model discovery, inference, and output DLP. Each tool earns its place, though the surface is minimal.

The core workflow (list models, ask, redact) is covered, but there are notable gaps: no model lifecycle operations (pull/delete), no conversation/session management, and no history handling. These are plausible for the scope but leave the surface thin for sustained use.