Use when you need a comprehensive code review combining architecture, security, and test perspectives - especially before merging, releasing, or after major changes.
Aftermarket cybernetic network device framework. nhero is the umbrella for all pill-dispenser-as-network-device modifications — from Hero Health hardware RE to PyHole DNS-style…
Entropy-driven sim2real transfer. Uses maximum entropy RL, domain randomization, and information-theoretic bridging to close the reality gap.
Attributed C-Sets as algebraic databases. Category-theoretic data structures generalizing graphs and dataframes with Gay.jl color integration.
Cybernetic immune system with Varela+Friston+Powers for Self/Non-Self discrimination via reafference, GF(3) trit encoding, and information geometry
Self-producing skill system combining ruler enforcement with skill self-evolution. Implements trifurcation-first imperative via nbb sexp invocation for idempotent agent…
Hypothesis-Test Loops via REPL for Exploratory Abductive Inference with Gay.jl colors
Use when creating or updating AGENTS.md contributor guidelines for this repository.
Steel-to-Stahl (mattwparas/steel Scheme) German translation validator with semantic preservation and type equivalence.
Bilingual German-English pun generator with Fröhlich.jl color mapping