refactor(ECR-001): 接入 ESS 并完成结构对齐 Phase A–E

绑定 ESS 双轨治理，拆分超大 H5 页与 Go 引擎，抽出 membership 服务，
并将 star/fortune 重命名为 outlook（JSON 双写兼容）；同时修复 /psy API 代理与首页 + 菜单层级。

Co-authored-by: Cursor <cursoragent@cursor.com>

AGENTS.md

@@ -23,6 +23,22 @@ This file is for AI agents.
 15. Before claiming Done: `.ai/definition-of-done.md` + `.ai/review.md` + `.ai/checklists/*` → 输出 **Review Report**
 16. Verify via `.ai/commands.md`（本地默认本机 Go/Vite + compose.dev 仅 DB）
 17. `prompts/` are optional helpers — not a substitute for rules above
+18. **ESS process (when L2+ / architecture / release):** `docs/PROJECT_PROFILE.md` → role from `$ESS_ROOT/agents/` → `docs/ECR/` · `docs/TASKS/` · `docs/HANDOFF/`；勿把 ESS 整树复制进仓
+
+## ESS dual-track
+
+| Concern | Source of truth |
+|---------|-----------------|
+| Lexicon · Feature Spec · DoD · domain · architecture freeze | `.ai/` |
+| Roles · ECR · Task Contract · Handoff · validate gates | ESS + `docs/` |
+
+```text
+Load Agent Profile: ARCHITECT | ENGINEER | REVIEWER | RELEASE_MANAGER
+```
+
+- Cursor → ARCHITECT / REVIEWER（禁改生产实现）
+- Engineer 实现前：Active Feature Spec +（L2+）Approved ECR + HANDOFF
+- `python scripts/ess-validate.py --phase <phase> --ecr ECR-xxx`
 
 ## Hard constraints