What roles are included in the agent swarm?

The workflow spawns a Project Manager, Researcher, Architect, Implementer, Reviewer, Git-agent, and Debugger to handle different phases of the development lifecycle.

How does it handle complex tasks with multiple steps?

The Architect agent creates a subtask dependency graph, allowing independent tasks to run in parallel while ensuring sequential tasks wait for their dependencies.

What happens if the code fails a review or a test?

The skill features a 'kickback' system that automatically routes the task back to the implementation or test-writing phase until all criteria and quality standards are met.

Does it integrate with existing version control systems?

Yes, it specifically uses the GitHub CLI (gh) to manage issues, create branches, and automate the pull request and merge process.

Autonomous Development Agent Swarm

Name: Autonomous Development Agent Swarm
Author: c-daly

byc-daly

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Collaboration Tools

Orchestrates a multi-agent team to manage the full pull-request development lifecycle from requirement gathering to final merge.

This skill transforms Claude Code into a virtual Project Manager that coordinates a specialized swarm of agents—including researchers, architects, implementers, and reviewers—to handle complex software engineering tasks autonomously. It follows a rigorous PR-based workflow featuring test-driven development (TDD) loops, automated design specifications, and dependency-aware subtask parallelism. By simulating a full engineering team, it ensures high code quality through adversarial reviews and requirement validation, making it perfect for scaling development efforts without increasing management overhead.

Key Features

010 GitHub stars

02Parallel subtask execution using isolated worktrees and dependency graphs

03Adversarial code review and automated requirement acceptance testing

04Automated TDD loops (test-writing, implementation, and verification)

05End-to-end PR lifecycle management with automated GitHub integration

06Multi-agent team simulation with specialized roles like Architect and Reviewer

Use Cases

01Managing large-scale refactors that require coordinated changes across multiple modules

02Implementing complex features from high-level descriptions with full documentation

03Enforcing standardized development processes including mandatory TDD and peer reviews

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add c-daly/agent-swarm develop

For use in Claude.ai and ChatGPT