abductive-monte-carlo
About
This skill performs abductive reasoning via Markov Chain Monte Carlo sampling to generate hypotheses that best explain given observations. It uses colored particle distributions from Gay.jl as candidate hypotheses, weighted by how well they predict the data. Developers should use it for probabilistic inference tasks where they need to work backwards from observed effects to likely causes.
Quick Install
Claude Code
Recommendednpx skills add plurigrid/asi -a claude-code/plugin add https://github.com/plurigrid/asigit clone https://github.com/plurigrid/asi.git ~/.claude/skills/abductive-monte-carloCopy and paste this command in Claude Code to install this skill
GitHub Repository
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