Local, LLM-free memory for AI agents. A single offline Rust binary — deterministic and auditable — that learns from use, forgets the irrelevant, and strengthens what matters. No cloud, no API keys.

LLM-free, layout-aware PDF chunking for RAG pipelines. Preserves document structure via regex and font heuristics. Written in pure Rust.

An LLM-free, action-grounded, locally-learning PC agent with dual-memory architecture (skill registry + Action Transformer).

Deterministic CLI that compiles human intent into governed specs and Codex-ready prompts