What is already out there

Tools published, downloaded and used by people who are not me. None of this is a projection: these are the numbers PyPI and GitHub report right now.

Downloads per month on PyPI

Sum across every CLI published on PyPI, measured with pypistats.

GitHub stars

Sum of the stars across the jmweb-org repos.

Published tools

Command-line utilities published and maintained under jmweb-org.

Lab demos

Interactive experiments, running entirely in the browser.

The series over time

Tools and their downloads

Every published tool, with its downloads from the last month on PyPI.

Tool	Downloads/month	Link
mlenv	168	View
splitcheck	164	View
pii-sweep	158	View
slicemap	158	View
gpu-gate	143	View
dsdiff	141	View
servectl	139	View
tokenmeter	138	View
repro-manifest	131	View
evalgate	128	View

Badges for the README

The same numbers, served as JSON in shields.io's endpoint schema, ready to paste into any README without hand-copying a figure.

[![pypi downloads](https://img.shields.io/endpoint?url=https://jmwebsoluciones.com/badges/pypi-downloads.json)](https://jmwebsoluciones.com/impact)
[![lab demos](https://img.shields.io/endpoint?url=https://jmwebsoluciones.com/badges/lab-demos.json)](https://jmwebsoluciones.com/impact)
[![oss tools](https://img.shields.io/endpoint?url=https://jmwebsoluciones.com/badges/tools.json)](https://jmwebsoluciones.com/impact)

Modest, public numbers that update themselves every day with no change to the page's code. What matters is not today's size: it is the slope.

Shall we connect?

Let's talk: feedback, collaboration or an opportunity.

You can write to me about a project, a technical question, to give me feedback, or about an internship or a first junior role. I always reply.

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