Canonical GEO-INFER Active Inference implementation. Use when implementing or reviewing free-energy minimization, belief updating, generative models, policy selection, H3/spatial active inference, or typed ACT diagnostics.
f1e0ad3GEO INFER ACT Instructions Use as the canonical implementation for Active Inference inside GEO INFER. Prefer these public exports: Examples Guidelines Method Contracts is the only production runtime bridge to ; it builds JAX instances, validates the exact installed version, uses explicit RNG key action sampling, and returns normalized posterior, action posterior, negative EFE, and VFE/free energy metadata. returns with . returns pragmatic, epistemic, risk, ambiguity, and entropy terms. returns…
Full body not shown for this license – view the source on GitHub →Copy a source-pinned command for your client. You run it yourself.
Destination: .claude/skills/GEO-INFER-ACT · pinned to the source commit
# Run from your project root
git clone https://github.com/ActiveInferenceInstitute/GEO-INFER.git .skillboard-tmp
git -C .skillboard-tmp checkout f1e0ad3429186ae3bf01a3fbbbaded4e654fe80c
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/GEO-INFER-ACT" ".claude/skills/"
rm -rf .skillboard-tmpReview the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.
sudo apt update && sudo apt install -y gitnpm install -g @anthropic-ai/claude-code# Run from your project root
git clone https://github.com/ActiveInferenceInstitute/GEO-INFER.git .skillboard-tmp
git -C .skillboard-tmp checkout f1e0ad3429186ae3bf01a3fbbbaded4e654fe80c
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/GEO-INFER-ACT" ".claude/skills/"
rm -rf .skillboard-tmpDestination: .claude/skills/GEO-INFER-ACT
Scanner static-checks@0.1.0 · commit f1e0ad342918. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.
No static rules matched. This is not a safety guarantee.