WorkCommunity Agents
HUMAN-GATEDINFRASTRUCTURE

Community Agents

Six voices, with a human approval boundary.

Engineering case study · architecture and capabilities, not a live service-status page.

Community Agents concept artwork

Concept artwork · not a product screenshot.

6
Personas
Discord
Surface
Human-gated
Approval
Budget caps
Limits
// What It Does

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.

// Architecture
System design · simplified flow
  1. 01 →Persona draft
  2. 02 →Content evaluation
  3. 03 →Human approval
  4. 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.

// Ecosystem Connection

Design relationships across the documented systems; these links do not indicate current service uptime.

ARCHITECTURAL INPUTS
// Related Reading