Agent Knowledge Cycle (AKC) — a knowledge cycle for AI agents: agent behavior compounds, human judgment sharpens. Six phases keep behavior aligned with operator intent as human attention becomes the scarce resource. ADRs, JSON schemas, dependency-free Python reference.

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

Agent 意图对齐器：通过显式 /align 将粗糙请求转为可执行、可验证、可跨会话交接的 Agent Brief。

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.