Interactive Star Trek TNG-style terminal with nebula viewport, neural network visualization, and warp core animation. Features 15+ commands, particle systems, and real-time system status.
8-category diagnostic system that validates context awareness, memory coherence, task hygiene, tool availability, and response quality. Automated checks with state tracking and reporting.
Hybrid memory management using plain Markdown files: daily logs for raw observations and curated MEMORY.md for distilled wisdom. Includes semantic search, vector indexing, and maintenance automation.
Content generation pipeline using DeepSeek API with humanizer scripts that strip 24 AI writing patterns. Deploys to DreamHost via rsync with cron scheduling and quality validation.
Post-quantum cryptography implementation with OpenSSH 10.2 (sntrup761, mlkem768), permission auditing scripts, and security checklists that survive macOS system updates.
Comprehensive quality checklists, anti-patterns documentation, and pre-response verification steps. Covers communication standards, deployment protocols, and error prevention patterns.