Concept artwork · not a product screenshot.
Community Agents explores six personas for Discord contributions: the Architect, Designer, Creative, Guardian, Strategist and Builder. Each persona gives a draft a defined role, tone and scope.
The documented workflow evaluates drafts and routes output through a human approval gate, with budget limits on generation. That gate is part of the system, not an exception to a claim of fully unattended community management.
Feedback from published content can inform later prompts and editorial choices. Here, learning means using that feedback; it does not establish that a model is being retrained or guarantee that every post improves.
- 01 →Persona draft
- 02 →Content evaluation
- 03 →Human approval
- 04 ✓Publish & feedback
Persona-specific drafts are evaluated and routed through human approval before publication. Performance feedback can inform subsequent drafts; it is not evidence of model retraining.
Design relationships across the documented systems; these links do not indicate current service uptime.
