LaunchKit · 2026
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fis-architecture

Multi-agent workflow framework using JSON tickets and file-based coordination.

3
609 downloads
by @muselinn

Setup & Installation

openclaw skills install @muselinn/fis-architecture

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install fis-architecture

Version History

v3.3.1Mar 7, 2026 - Version note by skill developer:

v3.3.1: version bump, removed redundant README, updated lifecycle and config scripts

What This Skill Does

FIS Architecture coordinates task delegation between a main orchestrator agent (CyberMao) and specialized worker agents using JSON tickets and Discord Forum threads. Each task gets a tracked ticket and a dedicated Forum thread, with agents communicating via A2A messaging. Sub-agent spawning is supported for complex subtasks within a workflow.

Ticket-based tracking with Discord Forum threads gives each task a persistent, auditable record across sessions, so context is not lost when workflows span hours or days.

When to use it

  • Delegating a coding task from main agent to engineer agent
  • Tracking multi-step research tasks across multiple agent sessions
  • Coordinating handoffs between researcher and writer agents on a shared project
  • Spawning background sub-agents for complex subtask analysis
  • Archiving completed task tickets and deliverables after agent handoffs

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Analyze GPR signal theory and produce a summary document

AGENT
  1. 1CyberMao runs fis_coordinator.py to generate a ticket and delegation template targeting the researcher agent
  2. 2CyberMao creates a Discord Forum thread for the task using the discord tool's threadCreate action
  3. 3CyberMao notifies the researcher agent via sessions_send with the ticket ID and thread ID
  4. 4Researcher updates ticket status to 'doing', executes the analysis, and posts progress in the Forum thread
  5. 5Researcher runs fis_worker_toolkit.py to generate a completion report and notifies CyberMao via sessions_send
OUTPUT

Ticket marked complete and archived, deliverables attached to the Forum thread, summary reported to user in #daily-chat

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

Discord server with Forum channels and bot roles configured for each agent (CyberMao, Researcher, Engineer, Writer)