Orchestrate continual learning by delegating transcript mining and AGENTS.md updates to agents-memory-updater.
按源仓库内容呈现，保留标题、案例、代码、表格、链接以及原文引用的演示图片。
Keep AGENTS.md current by delegating the memory update flow to one subagent.
Use when the user asks to mine prior chats, maintain AGENTS.md, or run the continual-learning loop.
agents-memory-updater.
cursorLayered technical-writing standard: Diátaxis structure, Google developer style sentences, STE instruction rules, Global English syntax. Use for /technical-writing or when writing or reviewing docs, RFCs, readmes, PR descriptions, or commit messages.
cursorCut AI tells from any writing. Must always apply.
cursorSketch types, signatures, and module structure before code, then stay in the loop while implementation fills in. Use for /architect, 'architect this', 'design this', or non-trivial work where jumping to code would lock in the wrong shape.
cursorSpawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it. Use for /arena, 'arena this', 'throw it in the arena', or when one attempt at a non-trivial artifact would lock in the wrong shape.