okf-memory / okf-agent-memory

What it does

• Dual-Memory Cognitive Architecture (DMAA). Separates normative push working memory (AGENTS.md codex) from semantic pull domain memory (knowledge/ bundle), completely eliminating prompt bloat.
• Agent Action Grammar (AAG). Ultra-compact, deterministic ASCII micro-syntax saving ~78–85% tokens compared to natural language prompt instructions.
• Blazing Fast Performance (<300µs Search, ~4ms Graph Validation): In-memory BM25 retrieval and bundle validation execute in microseconds without VM spin-up or network roundtrips.
• 100% Git-Native & Zero Vendor Lock-in. Everything is version-controlled plain text. Inspect, audit, and review your agent's memory using standard git diff and git log. No external database required.
• Zero API Costs for Memory Retrieval. Local lexical BM25 indexing eliminates recurring vector embedding API costs and network roundtrips.