Work without AI, or add optional AI

AI productivity tools often require private context upload or fail when the model is unavailable.

Problem

AI productivity tools often require private context upload or fail when the model is unavailable.

User flow

Use manual workflows by default, enable local Ollama or an explicit hosted provider when desired, and treat generated output as preview data.

Product behavior

AI settings are optional and degraded/manual mode remains a normal operating path.

Benefit

Wooolfmesh stays useful and local-first even when no AI provider is configured.