Demos

Interactive prototypes built before this site existed. Each demonstrates a different approach to AI-assisted work — attention analysis, governed collaboration, constraint-based visualization. The components were ported here as React islands; the ideas predate the architecture.

• Skill Forge Visualizer

  Interactive educational component explaining the Skill Forge pattern for heterogeneous AI deliberation.

  • deliberation
  • multi-agent
  • governance
  • interactive
  • react

• Context Sage Demo

  Tufte-inspired content site explaining the Knowledge System architecture and governance protocols.

  • knowledge-system
  • governance
  • institutional-memory
  • tufte
  • interactive

• Memento Demo

  Local attention analysis using LLM classification pipelines on self-collected browsing data. An open-source experiment.

  • browser-session
  • classification
  • ai-pipeline
  • longitudinal-analysis
  • open-source
  • interactive