Cutting Edge Tech
Agents forget the work between sessions. memory-pkg indexes every transcript into TimescaleDB and trigram-searches the right history into the next prompt — pure SQL, no LLM in the hot path.
A non-LLM-in-the-runtime-path cognitive architecture. Dual-process reasoning, drive-driven attention, language as voice box rather than thinker.
Coding agents waste context re-reading files. sylphie-pkg compiles the source tree into a Neo4j graph and serves it over MCP — a map for the agent, not a flashlight.
Agents that grade their own work ship drift. Two hooks — line-level on every write, intent-level at every Stop — keep the agent in lock step with the project's standards.