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Updated 1w ago

by Speedrunlab

reverse-engineer-anything-self-learning-loop

Agent skill: examine a product you're authorised to rebuild, build your own, then test against the original and fix gaps until every must-have on a written checklist passes. Inspired by REA (@morluto), not affiliated. MIT.

  • New — Created in the last 30 days
  • Active — Updated in the last 14 days
Works with
  • Claude
  • OpenCode
View on GitHub (opens in a new tab)

143 GitHub stars (143)

+143 in 14 days

Stars gained per day · daily snapshots since Oct 26
Stars gained per day, Oct 26 to Nov 6: +120 in total; the busiest day was Oct 29 with +66 stars.Oct 27: +1 starsOct 28: 0 starsOct 29: +66 starsOct 30: +22 starsOct 31: +4 starsNov 1: +6 starsNov 2: +5 starsNov 3: +4 starsNov 4: +4 starsNov 5: +6 starsNov 6: +2 stars
Stars gained between daily snapshots
PeriodNew stars
Oct 27+1
Oct 280
Oct 29+66
Oct 30+22
Oct 31+4
Nov 1+6
Nov 2+5
Nov 3+4
Nov 4+4
Nov 5+6
Nov 6+2
  • 1 skill (1 skills found in its SKILL.md files)
  • 13 forks (13 forks)
  • 1w ago last update (Last updated 1w ago)

Install

Skills CLI

npx skills add Speedrunlab/reverse-engineer-anything-self-learning-loop

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

Claude Code

git clone https://github.com/Speedrunlab/reverse-engineer-anything-self-learning-loopcp -r "reverse-engineer-anything-self-learning-loop" ~/.claude/skills/reverse-engineer-anything-self-learning-loop

Copies the reverse-engineer-anything-self-learning-loop skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add Speedrunlab/reverse-engineer-anything-self-learning-loop

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.

  • reverse-engineer-anything-self-learning-loop

    Reverse Engineer Anything with a Self-Learning Loop: examine software you are authorised to analyse, build your own working equivalent, then review it against the original with evidence, plan the gaps, improve, and repeat until a written definition of 100% is met, learning from every iteration so the next product starts further along. Use for: rebuilding a product whose source is lost, a compatib…

    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.