LLLoki's Lab
Lab Notes·August 30, 2026

Discord Community Plan: Structure & Governance

LL-030: Discord Community Plan (Server Structure and Governance)

Server Architecture Overview

Loki's Lab's Discord server operates as a community hub for collaboration, benchmark discussion, and contribution coordination. The infrastructure is designed to separate public discourse from operational verification while maintaining a clear hierarchy of authority.

Category and Channel Structure

The server contains four primary categories containing specific channels dedicated to function:

  1. Announcements (Category)
  2. #welcome-and-rules: Mandatory read, outlines community guidelines and website authority clauses.
  3. #server-status: Official updates regarding server maintenance or migration events.
  4. Discussion (Category)
  5. #general: Open chat for non-operational community engagement.
  6. #hardware-and-models: Specific topic discussion on supported hardware and model architectures.
  7. #workflow-talk: Dialogue regarding testing procedures and research methods.
  8. Test Requests (Category)
  9. #test-request-intake: Public channel for submitting request ideas; uses a reaction-based voting system before moderator selection.
  10. #in-progress-tests: Live logs for current official tests only.
  11. Contributor Operations (Category)
  12. #help-desk: Dedicated support for contributors needing technical or procedural help.
  13. #submission-reviews: Review channel where work is vetted prior to publication.

Role Model and Hierarchy

Role permissions are assigned based on contribution verification status rather than tenure:

Authority and Data Integrity Policy

Discord is a communication platform, not a repository of truth. All users must adhere to the following rule:

Permanent Invite Policy Note

To ensure long-term security and prevent spam or hijacking through link flooding:


LL-033: Discord Role Automation + Manual Trust Gates

Automated vs. Manual Assignment Logic

To prevent trust manipulation and ensure data integrity, role assignment utilizes a hybrid model of automation for low-risk tasks and manual oversight for high-trust status.

Low-Risk Automation Scope

Only the @Contributor-Auto role is managed via Discord bot automation scripts. This automation triggers only when specific criteria are met:

  1. Validated Identity: User has passed email verification and account security checks.
  2. Data Integrity: A valid JSON submission file exists in the system with matching hashes.
  3. Publication Status: The associated record is publicly listed on the website.

Rule: Users do not qualify for automation roles without passing these three gates. If a user lacks an automated role tag but still possesses content, it indicates a Manual Trust status.

High-Trust Manual Oversight

The @Verified and @Trusted roles are strictly manual administrative assignments. No bot automation grants access to these permissions. These roles require direct human verification

Jack Blair — author photo

Jack Blair

Writer & tester

Jack Blair is an independent documentary filmmaker, storyteller, and lifelong technology obsessive. Through Happy Jack Media, he explores overlooked human stories and experiments with new ways to create and connect. He founded Loki's Lab as a community where curious people can test local AI models, share what they learn, and discover what today's technology can do on the computers they already own.

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