Can I use this with tools other than Polecat?

Yes, it supports various worker types including Polecat and Jules, as well as any runner compatible with its task state management protocols.

Is there a human approval step in the process?

Yes, Phase 3 includes a mandatory human approval gate where tasks are reviewed and approved before being dispatched to the worker swarm.

What is the 'dispatch and walk away' philosophy?

It means the supervisor's active role ends once tasks are assigned to workers; the agents then handle code execution, branch creation, and PR submission autonomously.

How does Swarm Supervisor handle PR reviews?

It utilizes a GitHub-native pipeline (pr-review-pipeline.yml) that automates comment triage, bot review synthesis, and final merging upon approval.

Swarm Supervisor

Name: Swarm Supervisor
Author: nicsuzor

bynicsuzor

0•

Productivity & Workflow

Orchestrates parallel AI workers through the full development lifecycle from task decomposition to automated PR review.

The Swarm Supervisor skill enables high-scale parallel task processing by managing a fleet of autonomous AI agents known as polecats. It follows a 'dispatch and walk away' philosophy, where the supervisor decomposes complex projects into PR-sized subtasks, curates worker assignments, and triggers parallel execution across isolated git worktrees. By integrating directly with GitHub Actions for automated reviews and merges, it minimizes human intervention while maintaining high code quality and task visibility through specialized MCP tools.

Key Features

01Full lifecycle orchestration from decomposition to knowledge capture

02Human-in-the-loop approval gates for task dispatch and batch curation

030 GitHub stars

04Automated PR review and merge pipelines via GitHub Actions

05Task state management using specialized MCP tools for tracking progress

06Parallel execution of autonomous workers with isolated git worktrees

Use Cases

01Managing a fleet of AI agents to clear a backlog of documentation or unit testing tasks

02Executing large-scale refactors or migrations across multiple files simultaneously

03Decomposing complex feature requests into manageable, parallelizable subtasks for faster delivery

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nicsuzor/aops-dist swarm-supervisor

For use in Claude.ai and ChatGPT

Key Features

01Full lifecycle orchestration from decomposition to knowledge capture

02Human-in-the-loop approval gates for task dispatch and batch curation

030 GitHub stars

04Automated PR review and merge pipelines via GitHub Actions

05Task state management using specialized MCP tools for tracking progress

06Parallel execution of autonomous workers with isolated git worktrees

Use Cases

01Managing a fleet of AI agents to clear a backlog of documentation or unit testing tasks

02Executing large-scale refactors or migrations across multiple files simultaneously

03Decomposing complex feature requests into manageable, parallelizable subtasks for faster delivery

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nicsuzor/aops-dist swarm-supervisor

For use in Claude.ai and ChatGPT