GitNova

GitHub seismograph — discoveries and growing interest

EricJujianZou/rederive

Learning & listsPython#agent-skills#claude-code#claude-code-plugin#claude-skills#learning
Total stars
158
Today
+36since 10:56 UTC
Open on GitHub My finds →
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Learn a codebase by re-deriving its design decisions yourself. A Claude Code skill.

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

About the project

A skill for coding agents that helps you learn a codebase by re-deriving its design decisions yourself through Socratic questioning. The agent only asks guiding questions and never explains the answers.

Useful for
  • Study an unfamiliar repository by answering the agent's questions about its architecture
  • Test your understanding of your own project by explaining its design decisions
  • Review the session log to see where you struggled and what you derived alone

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

3.9 Early signal Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 24, 2026, 18:51 UTC.

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

Stars per day

02550October 19, 2026October 24, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-24 (UTC), 10:56–18:42: 122 → 158 stars (+36). This is the change over that interval.
  • Estimated end-of-day forecast: about +46 stars, using observed gains and the previous day.
  • The repository is 5 days old and already has 158 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #140.

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 17, 2026
—
October 18, 2026
—
October 19, 2026
1
October 20, 2026
4
October 21, 2026
36
October 22, 2026
18
October 23, 2026
49

Largest measured day in the last 30 days: 49 · October 23, 2026. Days with data: 5.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 24, 2026, 18:50 UTC. Sources and measurement limits →

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
158
Today
+36 stars measured 2026-10-24, 10:56–18:42 UTC, ≈ 46 by evening
Forks
5
Issues and pull requests
0
Watchers
0
Language
Python
License
MIT
Created
October 19, 2026
Last push
October 19, 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.

Spotted in
README badge

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

GitNova: 3.9
[![GitNova](https://gitnova.dev/badge/EricJujianZou/rederive.svg?lang=en)](https://gitnova.dev/en/r/EricJujianZou/rederive)