ghswarm is an open-source project built for developers.

Does ghswarm have a free plan?

Yes — ghswarm is open source under the MIT license and free to use.

What platforms does ghswarm run on?

ghswarm runs on the command line.

Is ghswarm still maintained?

The GitHub repository shows 10 commits in the last 90 days.

What are alternatives to ghswarm?

Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.

ghswarm is developed by toyama0919, based in Japan.

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ghswarm

Name: ghswarm
Author: toyama0919

PyPIInfrastructure🇯🇵

ghswarm is a Python package that functions as a project manager agent for software development. It orchestrates multiple coding CLIs and tools by using GitHub Issues as persistent state and follows a specification-driven approach to task management and execution. It is designed for developers who want to automate and coordinate complex development workflows through command-line interfaces.

Open SourceMITCLI

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1star

3features

2026since

Overview

3 features

In the AI & ML space, ghswarm takes a focused approach. It focuses on coordinating multiple coding tools and agents across a development project without a central project manager. It is built as an open-source project for developers. The project is open source (MIT). It ships for the command line.

Behind ghswarm is toyama0919, based in Japan, and it first shipped in 2026. Development happens publicly on GitHub with 10 commits in the last 90 days. Key capabilities include GitHub Issues State, CLI Orchestration, and Spec-Driven Development.

Summary written by a language model from the project’s public pages.

GitHub Issues State
CLI Orchestration
Spec-Driven Development

Built with & integrations

Connectors

github

Runs on

CLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHub · ★ 1Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed24 Jul · 15:23 UTC
ghswarm verified against its public source
Source: PulseGate · Open

Frequently asked questions about ghswarm

What does ghswarm do?: Ghswarm focuses on coordinating multiple coding tools and agents across a development project without a central project manager. It is catalogued under AI & ML on PulseGate.
Who is ghswarm for?: ghswarm is an open-source project built for developers.
Does ghswarm have a free plan?: Yes — ghswarm is open source under the MIT license and free to use.
What platforms does ghswarm run on?: ghswarm runs on the command line.
Is ghswarm still maintained?: The GitHub repository shows 10 commits in the last 90 days.
What are alternatives to ghswarm?: Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprise chi-ai AI DocuChat
Who makes ghswarm?: ghswarm is developed by toyama0919, based in Japan.
How long has ghswarm been around?: ghswarm first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes · ★ 1
License: MIT
First seen: 24 Jul 2026
Built for: developers
Model: Open source
Solves: Coordinating multiple coding tools and agents across a development project without a central project manager.

Registered as

GitHub: toyama0919/ghswarm
PyPI: ghswarm

Developer

🇯🇵toyama0919

Solo developer

GitHub

Open source

View on GitHub

Stars: 1
Forks: 0
Open issues: 0
Last commit: 24 Jul 2026
Commits 90d: 10
Contributors: 1
Authorship: Solo
Default branch: main

Live coverage

Identity confidence: Low · 64
Indexed: 24 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 24 Jul 2026

Identity audit (13)

Slug: ghswarm-pypi-org
Lifecycle state recorded: 24 Jul 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 24 Jul 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 24 Jul 2026
Canonical URL: https://pypi.org/project/ghswarm

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