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Use when setting up, auditing, or maintaining a project's developer documentation so it works as the AI's cross-session memory: tiers the doc set to project scale (S/M/L), routes where each doc and rule belongs, and aligns the structure (fill gaps, merge redundant docs, link orphans). Triggers: 文档结构 / 文档体系 / 知识库 / 文档导航 / 信息架构 / 文档分层 / 文档规模 / SSOT / 单一信息源 / 孤立文档 / 重复文档 / 冗余文档 / 文档臃肿 / 过期文档 / 文档即记忆 / 文档没人维护 / 规则放哪 / 加规则到哪 / 规则文件组织 / 规则补全 / 补全规则 / 通用 git 规则 / 提交规范 / seed rules / commit rules / 接着上次继续 / onboard docs into CLAUDE.md / where to put rules / documentation reading chain / cross-session memory. Also when a doc is missing, duplicated, orphaned (not linked from any entry), or has drifted from the code.

Manage Sub2API admin APIs for accounts, groups, proxies, error passthrough rules, TLS fingerprint profiles, imports, exports, batch updates, and raw administrator API calls. Use when the user mentions Sub2API, admin API keys, account management, bulk account import/export, keeping or deleting accounts, refreshing accounts, clearing errors, CRS sync, or managing Sub2API backend settings through the admin API.