CLI tool for initializing structured, reproducible analysis notebooks and projects
Project description
Specform
Specform is a lightweight CLI for initializing structured, reproducible analysis projects with a standardized notebook template and project layout.
It helps teams start with the same analytical scaffold every time — reducing setup friction and improving reproducibility.
Install
pip install specform
Quickstart
Initialize a new Specform project in the current directory:
specform init .
This will:
- create a standardized analysis notebook
- enforce a consistent starting structure
- provide a reproducible scaffold for downstream work
You can also initialize into a new directory:
specform init my_project
What Specform Does
Specform focuses on structured project initialization rather than heavy workflow orchestration.
Current features
- Reproducible notebook template generation
- Consistent project bootstrapping
- CLI-first workflow (
specform init)
Design goals
- minimal surface area
- fast startup
- no runtime dependencies beyond the template
Example Workflow
mkdir study
cd study
specform init .
Open the generated notebook and begin analysis with a pre-defined structure.
Command Reference
specform init [path]
Initialize a Specform project.
Arguments
path(optional): target directory- default: current directory
Versioning
Specform follows semantic versioning:
0.x— rapid iteration1.0— stable template contract
Development
Clone the repository and install in editable mode:
pip install -e .
Run the CLI locally:
specform init .
License
MIT
Project details
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