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Updated 3d ago

by beita6969

ScienceClaw

Verifiable program-level self-evolution for AI-for-Science agents: Skills and typed Operators grow from replay-verified executions.

  • Active — Updated in the last 14 days
Works with
  • OpenCode
View on GitHub (opens in a new tab)

1k GitHub stars (1,025)

+119 in 30 days

Stars gained per day · daily snapshots since Oct 6
Stars gained per day, Oct 6 to Nov 5: +119 in total; the busiest day was Oct 16 with +16 stars.Oct 7: 0 starsOct 8: +10 starsOct 9: +9 starsOct 10: +8 starsOct 11: +7 starsOct 12: +10 starsOct 13: +11 starsOct 14: +10 starsOct 15: +11 starsOct 16: +16 starsOct 17: +16 starsOct 18: 0 starsOct 19: 0 starsOct 20: +1 starsOct 21: +1 starsOct 22: +1 starsOct 23: +1 starsOct 24: 0 starsOct 25: +1 starsOct 26: 0 starsOct 27: 0 starsOct 28: 0 starsOct 29: +1 starsOct 30: +2 starsOct 31: 0 starsNov 1: +1 starsNov 2: +1 starsNov 3: 0 starsNov 4: 0 starsNov 5: +1 stars
Stars gained between daily snapshots
PeriodNew stars
Oct 70
Oct 8+10
Oct 9+9
Oct 10+8
Oct 11+7
Oct 12+10
Oct 13+11
Oct 14+10
Oct 15+11
Oct 16+16
Oct 17+16
Oct 180
Oct 190
Oct 20+1
Oct 21+1
Oct 22+1
Oct 23+1
Oct 240
Oct 25+1
Oct 260
Oct 270
Oct 280
Oct 29+1
Oct 30+2
Oct 310
Nov 1+1
Nov 2+1
Nov 30
Nov 40
Nov 5+1
  • 30 skills (30 skills found in its SKILL.md files)
  • 111 forks (111 forks)
  • 3d ago last update (Last updated 3d ago)

Install

Skills CLI

npx skills add beita6969/ScienceClaw

Asks which skills and agents to install. Just one: npx skills add beita6969/ScienceClaw --skill lobster — add -g for every project.

Claude Code

git clone https://github.com/beita6969/ScienceClawcp -r "ScienceClaw/extensions/lobster" ~/.claude/skills/

Copies the lobster skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add beita6969/ScienceClaw

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 — showing the first 30 of 319 files.

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.