Persistent memory. SQLite, FTS5, vector embeddings, 3-signal RRF recall, ACT-R decay, graph edges.

Session persistence, semantic search, cross-project learning, Chrome automation.

Crash recovery, decision registry, context compression for AI sessions.

Browser, API, shell, email, database, cron, vault, visual QA, parallel execution via MCP.

Code quality analysis, multi-AI coordination, distributed systems architecture.

AST-level code quality scanning, structural analysis, dependency mapping, health scoring.

CPU, IO, memory, power optimization for AI-heavy workflows. Five canonical profiles.

Voice synthesis. Learns authentic writing style across career, dev, research, personal, and work contexts.

Video intelligence. Download, transcribe, scene detection, keyframe capture, frame analysis.

Forensic PDF analysis. De-redaction detection, document extraction, metadata analysis, entity resolution.

Architecture documentation for the full persistent AI cognitive system.