Topics / #task-runner
Task-runner projects on GitHub
Tools for running and hot-reloading development tasks.
As of , the most-starred Task-runner projects on GitHub are just (36.3K stars), mise (35.1K stars) and celery (29K stars). GitHub.Locker tracks 7 Task-runner repositories with 168.2K stars combined. The fastest-growing on October 16 was mise, with +46 stars in a day.
Hot right now
Most stars gained in a day · Oct 16
mise
jdx/mise · ★ 35.1Kmise is a single CLI that manages your development tools, environment variables, and project tasks. Everything is declared in a mise.toml file you commit, so your shell, editor, and CI all share one setup.
+17just
casey/just · ★ 36.3K'just' is a command runner that lets you save and run project-specific commands defined in a file called a justfile, with syntax inspired by make.
+4celery
celery/celery · ★ 29KCelery is a distributed task queue for Python: clients put units of work (tasks) on a queue and dedicated worker processes monitor the queue and run them — across threads, machines, even datacenters.
CodeEdit
CodeEditApp/CodeEdit · ★ 23.1KCodeEdit is a free, open-source code editor for macOS, built by the community and written natively in Swift for the Mac.
The all-time top
7 projects · by stars
- 36.3K
#1 · casey/justjust
'just' is a command runner that lets you save and run project-specific commands defined in a file called a justfile, with syntax inspired by make.
- 35.1K
#2 · jdx/mise
mise
mise is a single CLI that manages your development tools, environment variables, and project tasks. Everything is declared in a mise.toml file you commit, so your shell, editor, and CI all share one setup.
- 29K
#3 · celery/celerycelery
Celery is a distributed task queue for Python: clients put units of work (tasks) on a queue and dedicated worker processes monitor the queue and run them — across threads, machines, even datacenters.
- 4

air
24.1Kair-verse/air · GoAir is a live-reloading command line utility for developing Go applications: run air in your project root and it rebuilds and restarts your app whenever code changes.
- 5

CodeEdit
23.1KCodeEditApp/CodeEdit · SwiftCodeEdit is a free, open-source code editor for macOS, built by the community and written natively in Swift for the Mac.
- 6
task
16.3Kgo-task/task · GoTask is a fast, cross-platform build tool and task runner written in Go. It is inspired by Make but built for modern workflows, and it has collected over 16,000 GitHub stars.
- 7
nub
4.4Knubjs/nub · RustNub is an all-in-one Node.js toolkit written in Rust that runs your files and scripts, installs dependencies, and manages Node.js itself, giving a Bun-like developer experience on top of stock Node.
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