Self-growing tag-dictionary RAG for any device. Zero dependencies, no GPU, no vector DB. pip install sandclaw-memory

AI coding assistant with structured memory — extracts preferences, rules & learning needs, applies them proactively, and auto-decays as you grow. WASC May Challenge.

Self-growing Codex skill router that scans local skills, builds categories, recommends the best match in the user's language, and keeps learning from selections.