pydoit/doit

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

2083 stars · 194 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

doit is a Python-native task management and automation tool similar to make, where tasks are defined as plain Python functions and dicts in a dodo.py file. It tracks file dependencies, executes tasks as a DAG, and incrementally skips tasks that are already up-to-date.

Use cases

• run build steps only when inputs changed
• replace make with a python task runner
• automate data pipelines with dependency ordering
• run independent tasks in parallel
• generate tasks programmatically from python
• automate code generation and resource builds

When to choose

• you want build automation in pure Python without a DSL or YAML
• you need incremental builds with flexible up-to-date checks
• you need DAG execution with parallel task running
• you want to generate tasks dynamically or use custom dependency logic

When to avoid

• you need a full CI/CD pipeline system rather than a local task runner
• your team prefers declarative YAML/DSL configuration
• you need a heavyweight build system with deep language toolchain integration

Facets

cli-tool · maturity active

build-tool cli workflow-automation etl scheduling developer-tools python cli cross-platform task-runner build-automation incremental-builds dag-execution make-alternative pipeline automation command-line data-engineering

Member repositories

For agents

markdown · JSON · MCP: product_card(name="pydoit/doit")