GitNova

GitHub seismograph — discoveries and growing interest

Wang-auspicious/paper-xray

AI agentsHTML
Total stars
61
Today · UTC
+0since 00:20 UTC
Open on GitHub My finds →
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Teach any paper cold: a Hinton-meets-3B1B deep-reading prompt that reconstructs how the authors actually thought -- full verbatim edition

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

A skill for AI agents that deep-reads a research paper: reconstructs the authors' reasoning, works formulas on concrete examples, and audits the evidence instead of restating the abstract.

Useful for
  • Turn an arXiv paper into an interactive HTML with step-through traces and sliders
  • Audit hyperparameters, ablations, and baseline alignment in someone else's work
  • Produce a long Markdown deep-read covering appendices and footnotes

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

1.1 Cooling Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 7, 2026, 03:17 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

02550September 27, 2026October 7, 2026

Bars show daily stars; the line is a moving average of the available history. Short histories do not yet establish a reliable usual pace. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-07 (UTC), 00:20–03:13: 61 → 61 stars (+0). This is the change over that interval.
  • Estimated end-of-day forecast: about +2 stars, using observed gains and the previous day.
  • The repository is 4 days old and already has 61 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #189.
  • Recent forks include notable developers: @ilovejs (284 followers).

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
61
Today
+0 stars measured 2026-10-07, 00:20–03:13 UTC, ≈ 2 by evening
Forks
4
Issues and pull requests
0
Watchers
1
Language
HTML
License
MIT
Created
October 3, 2026
Last push
October 5, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

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Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 1.1
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