The interpretive layer above memory. Turns text into a portable specification of how a specific person interprets information, decides, and communicates.

Agent Knowledge Cycle (AKC) — a knowledge cycle for AI agents that grows with the people who shape it. Six phases keep behavior aligned with operator intent as human attention becomes the scarce resource. ADRs, JSON schemas, dependency-free Python reference.

Interactive decision report skill for Claude Code — bridges the cognition gap between user and agent with structured JSON reports, selectable options, Mermaid diagrams, and export to Markdown/JSON.