RUBRIC: Visual Command Centre for File-Based AI Agents

LinkRoboLabsTool

RoboLabs has introduced RUBRIC, a dashboard designed to centralise workflows, tasks, and capabilities across multiple AI agents. It integrates directly with file-based agents such as Claude Code, OpenClaw, and Antigravity.

Key points

  1. RUBRIC includes ten built-in panels: Scaffold, Icons, Flows, Skill Trees, Agents, Crons, Generations, Docs, Links, and Sprints.
  2. The architecture is zero-dependency, running without npm packages.
  3. Setup uses a single prompt pasted into a file-based agent, which clones the repository and configures the workspace automatically.
  4. Features include pipeline playback for workflows, recurring cron scheduling, a generated media log, and sprint task management.
  5. Access is provided free of charge to members of the RoboNuggets community.

Why it matters

Managing multiple file-based AI agents often results in fragmented logs, undocumented cron triggers, and disconnected markdown notes. RUBRIC provides a unified control interface that agents can update directly and human developers can inspect visually.

Analysis

By eliminating npm dependencies and adopting a prompt-driven installation model, RUBRIC fits neatly into agentic developer workflows. It relies on the local filesystem as a shared source of truth, enabling agents to parse documentation, grab sprint tasks, and report job statuses without requiring heavy external infrastructure.

Found in

Summary generated by AI (Gemini 3.8 Flash, 6 October 2026). It may contain errors – the original source is authoritative.

Similar in content, found by the AI search.

  • Link:usemono.dev

    MonoCode: A GUI for Coding Agents

    MonoCode provides a desktop graphical user interface designed to manage and interact with various AI coding agents.

    AI & LLMs· Tool

  • Link:Machina

    weeklyaiops: AI Co-founder Plugin for Developer Agents

    weeklyaiops has introduced a free plugin designed to embed business co-founder capabilities into agentic coding environments. The tool integrates directly into assistants such as Claude Code and Cursor to assist with strategy, planning, and execution.

    AI & LLMs· Tool

  • Repository:Runfusion/Fusion

    Fusion: Multi-Agent Orchestrator as an Automated Software Factory

    Fusion is an open-source TypeScript framework designed to automate the software development lifecycle using AI agent teams. From plain-language task descriptions, agents plan, build, review, and deliver code inside isolated git worktrees managed via a kanban dashboard.

    1.2kstarsTypeScript

    AI & LLMs· Tool

Let's talk about your project

Locations

  • Mattersburg
    Johann Nepomuk Bergerstraße 7/2/14
    7210 Mattersburg, Austria
  • Vienna
    Ungargasse 64-66/3/404
    1030 Wien, Austria

Parts of this content were created with the assistance of AI.