A neuro-symbolic micro-Transformer with speculative decoding, constraint pruning, recurrent attention, and adaptive test-time scaling — built in Rust.
Latest release katgpt-core-v0.4.1 · 22 Aug 2026
10 files for Claude Code, Codex and OpenCode: boundary-guard, feature-gate-audit, goat-audit, proposal and 6 more — 27,289 tokens loaded in every session.
AGENTS.md A 27,289 tok .agents/skills/boundary-guard/SKILL.md A 155 tok .agents/skills/feature-gate-audit/SKILL.md A 228 tok .agents/skills/goat-audit/SKILL.md A 116 tok .agents/skills/proposal/SKILL.md A 114 tok .agents/skills/research/SKILL.md C 197 tok .agents/skills/rust-optimize/SKILL.md A 31 tok .agents/skills/substrate-first/SKILL.md A 159 tok .agents/skills/doc-sync/SKILL.md A 97 tok .agents/skills/security-audit/SKILL.md A 70 tok These files are katopz/katgpt-rs's own configuration — they tell Claude Code, Codex and OpenCode how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.