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Repo breakout tutorial

Question

Was the repo's breakout real, or was it already on that path?

Run it

python -m tscfbench demo repo-breakout
python -m tscfbench make-share-package --demo-id repo-breakout

What you should expect

  • a treated-vs-counterfactual daily-stars chart
  • a cumulative impact chart
  • a social share card
  • a share package with summary.json, SUMMARY.md, report.md, metrics, and the prediction frame

Repo breakout

Why this demo matters

This is the most internet-native demo in the package. It gives the repo a chart people can understand in seconds and a share package that can move across GitHub, X, talks, and docs.

How to adapt it

Swap in your own GitHub stars, signups, search interest, or product-attention series. The point is not GitHub specifically; it is that public attention can be studied with the same counterfactual workflow.