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28 changes: 23 additions & 5 deletions README.md
Original file line number Diff line number Diff line change
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# dataproduct-kit

[![CI](https://github.com/johnmikel/dataproduct-kit/actions/workflows/ci.yml/badge.svg)](https://github.com/johnmikel/dataproduct-kit/actions/workflows/ci.yml)
[![PyPI](https://img.shields.io/pypi/v/dataproduct-kit.svg)](https://pypi.org/project/dataproduct-kit/)
[![Python](https://img.shields.io/pypi/pyversions/dataproduct-kit.svg)](https://pypi.org/project/dataproduct-kit/)
[![License](https://img.shields.io/pypi/l/dataproduct-kit.svg)](LICENSE)

`dataproduct-kit` is the open source CI gate for agent-safe data products.
It validates contracts, quality checks, freshness, semantic metrics, policy
Expand All @@ -15,13 +18,26 @@ freshness context, lineage, and policy constraints.

`dataproduct-kit` makes that trust context explicit and testable in a local repo.

## Quickstart after release
## Install

For local branch testing before a public release, use the editable install in
[Develop locally](#develop-locally).
For CLI use, `pipx` keeps `dataproduct-kit` isolated from project dependencies:

```bash
pipx install dataproduct-kit
```

You can also install it into an existing Python environment:

```bash
python -m pip install dataproduct-kit
```

For local branch testing and contribution work, use the editable install in
[Develop locally](#develop-locally).

## Quickstart

```bash
dataproduct-kit init demo demo --template saas-churn
dataproduct-kit ci demo --profile starter
dataproduct-kit report demo --format markdown
Expand Down Expand Up @@ -225,8 +241,10 @@ Maintainer release notes live in [docs/publishing.md](docs/publishing.md) and

## Project status

This is `v0.4-alpha`. The local CLI and SaaS churn demo are usable, but the
manifest profile and standards exports may change before a stable release.
The current public release is `v0.4.0` on PyPI. The local CLI, SaaS churn demo,
CSV scaffold, readiness profiles, CI JSON output, GitHub Action, and report
generation are usable. The manifest profile and standards exports may still
evolve before a stable `v1.0` release.

See [ROADMAP.md](ROADMAP.md) for planned standards depth, ecosystem adapters,
and agent/platform integrations.
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