Ross ROSS = Recommend OSS · open-source software intelligence for agents

iswbm/magic-python resource

Python 黑魔法手册 observed · 2026-08-28

github.com/iswbm/magic-python · homepage · Python observed · 2026-08-28

Health v2 · maintenance only

52/100

  • Activity 64
  • Release rhythm 8
  • Longevity 100

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 2306
  • days_rel: n/a
  • days_push: 219
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

3391 stars · 470 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

An open-source Chinese-language ebook ('Python Black Magic Handbook') covering obscure Python knowledge, shell tricks, advanced idioms, and development tips, built with Sphinx and published online and as PDF. It is a learning resource rather than a software tool.

Use cases

  • learn obscure python tricks
  • advanced python idioms and metaprogramming explained
  • python shell command-line tips
  • understand descriptors and metaclasses
  • python development tips and best practices
  • download a python tricks ebook as pdf

When to choose

  • you already know Python basics and want lesser-known language features
  • you want free, regularly updated advanced Python reading material
  • you prefer reading in Chinese

When to avoid

  • you are a complete beginner looking for a Python fundamentals tutorial
  • you need a software library or tool rather than a book
  • you need English-language documentation

Facets

learning-resource · maturity active

documentation developer-tools programming-languages tutorials education developer-tools cross-platform ebook python-tricks advanced-python sphinx chinese-language web-server

3 sources

Member repositories

RepositoryRoleHealth v2
iswbm/magic-pythonmain52

For agents

markdown · JSON · MCP: product_card(name="iswbm/magic-python")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem