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Updated 6mo ago

by PrathamLearnsToCode

paper2code

Agent skill to turn any arxiv paper into a working implementation

Works with
  • Claude
View on GitHub (opens in a new tab)

1.5k GitHub stars (1,531)

+9 in 20 days

Stars gained per day · daily snapshots since Sep 26
Stars gained per day, Sep 26 to Oct 16: +9 in total; the busiest day was Oct 6 with +2 stars.Sep 27: 0 starsSep 28: 0 starsSep 29: 0 starsSep 30: +1 starsOct 1: 0 starsOct 2: 0 starsOct 3: −1 starsOct 4: +1 starsOct 5: 0 starsOct 6: +2 starsOct 7: +2 starsOct 8: +1 starsOct 9: +1 starsOct 10: 0 starsOct 11: +1 starsOct 12: +1 starsOct 13: +1 starsOct 14: 0 starsOct 15: −1 starsOct 16: 0 stars
Stars gained between daily snapshots
PeriodNew stars
Sep 270
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Sep 30+1
Oct 10
Oct 20
Oct 3−1
Oct 4+1
Oct 50
Oct 6+2
Oct 7+2
Oct 8+1
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Oct 100
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Oct 140
Oct 15−1
Oct 160
  • 1 skill (1 skills found in its SKILL.md files)
  • 181 forks (181 forks)
  • 6mo ago last update (Last updated 6mo ago)

Install

Skills CLI

npx skills add PrathamLearnsToCode/paper2code

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/PrathamLearnsToCode/paper2codecp -r "paper2code/skills/paper2code" ~/.claude/skills/

Copies the paper2code skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add PrathamLearnsToCode/paper2code

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • paper2code

    Converts an arxiv paper into a minimal, citation-anchored Python implementation. Trigger when user runs /paper2code with an arxiv URL or paper ID, says "implement this paper", or pastes an arxiv link asking for implementation. Flags all ambiguities honestly. Never invents implementation details not stated in the paper.

    skills/paper2code/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.