Allow manual payment tx submission during transient validation

- overlay_latest_amos_observation: 从 raw_observation_latest 读取韩国跑道传感器数据
- overlay_latest_mgm_observation: 读取土耳其 MGM 官方观测
- 接入 _get_city_chart_data 的 force_refresh 和缓存两条路径

.env.example

@@ -26,6 +26,14 @@ POLYWEATHER_REDIS_URL=redis://polyweather_redis:6379/0
 POLYWEATHER_REDIS_STREAM_KEY=stream:city_observation
 POLYWEATHER_REDIS_STREAM_MAXLEN=50000
 POLYWEATHER_REDIS_REQUIRED=true
+# Optional Cloudflare R2 cold archive for realtime SSE/event snapshots.
+POLYWEATHER_R2_ARCHIVE_SOURCE=redis
+POLYWEATHER_R2_ACCOUNT_ID=
+POLYWEATHER_R2_BUCKET=
+POLYWEATHER_R2_ENDPOINT_URL=
+POLYWEATHER_R2_REGION=auto
+POLYWEATHER_R2_ACCESS_KEY_ID=
+POLYWEATHER_R2_SECRET_ACCESS_KEY=
 # Backend CORS allowlist. Add your Vercel production/preview domains when
 # NEXT_PUBLIC_POLYWEATHER_API_BASE_URL points browsers directly at this backend.
 WEB_CORS_ORIGINS=http://localhost:3000,http://127.0.0.1:3000,https://polyweather.top,https://www.polyweather.top,https://api.polyweather.top
@@ -59,7 +67,7 @@ TELEGRAM_AIRPORT_PUSH_LANGUAGE=both
 POLYWEATHER_BOT_CPUS=0.75
 POLYWEATHER_BOT_MEM_LIMIT=768m
 POLYWEATHER_BOT_MEMSWAP_LIMIT=1g
-POLYWEATHER_BOT_AIRPORT_PUSH_INTERVAL_SEC=180
+POLYWEATHER_BOT_AIRPORT_PUSH_INTERVAL_SEC=60
 POLYWEATHER_BOT_AIRPORT_PUSH_MAX_WORKERS=1
 
 ########################################
@@ -75,6 +83,7 @@ OPEN_METEO_MIN_CALL_INTERVAL_SEC=5
 POLYWEATHER_SCAN_TERMINAL_MAX_WORKERS=1
 POLYWEATHER_SCAN_TERMINAL_PAYLOAD_TTL_SEC=600
 POLYWEATHER_SCAN_TERMINAL_BUILD_TIMEOUT_SEC=45
+POLYWEATHER_CITY_DETAIL_BATCH_QUEUE_WAIT_MS=3000
 POLYWEATHER_HTTP_TIMEOUT_SEC=8
 POLYWEATHER_HTTP_RETRY_COUNT=0
 POLYWEATHER_HTTP_RETRY_BACKOFF_SEC=0.2
@@ -123,6 +132,10 @@ POLYWEATHER_MONITORING_ALERT_CHAT_IDS=
 ########################################
 NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID=
 NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL=https://polygon-bor-rpc.publicnode.com
+NEXT_PUBLIC_TURNSTILE_SITE_KEY=
+POLYWEATHER_TURNSTILE_BYPASS=false
+POLYWEATHER_TURNSTILE_ENFORCE_ACTION=false
+POLYWEATHER_TURNSTILE_REQUIRE_PAYMENT_SUBMIT=false
 # Optional: disable homepage city summary preloading. Default is enabled.
 NEXT_PUBLIC_POLYWEATHER_DISABLE_EAGER_SUMMARIES=false
 # Optional: browser-visible FastAPI base URL for Vercel deployments.
@@ -161,6 +174,12 @@ POLYWEATHER_WEEKLY_REWARD_CHECK_INTERVAL_SEC=300
 POLYWEATHER_WEEKLY_REWARD_HTTP_TIMEOUT_SEC=10
 POLYWEATHER_WEEKLY_REWARD_ANNOUNCE_ENABLED=true
 
+# Verified-user growth milestone rewards
+POLYWEATHER_GROWTH_REWARD_ENABLED=false
+POLYWEATHER_GROWTH_REWARD_CHECK_INTERVAL_SEC=21600
+POLYWEATHER_GROWTH_REWARD_HTTP_TIMEOUT_SEC=15
+POLYWEATHER_GROWTH_REWARD_ANNOUNCE_ENABLED=true
+
 # Group message points
 POLYWEATHER_BOT_MESSAGE_POINTS=4
 POLYWEATHER_BOT_MESSAGE_DAILY_CAP=40

.env.secrets.example

@@ -19,6 +19,12 @@ SUPABASE_SERVICE_ROLE_KEY=
 NEXT_PUBLIC_SUPABASE_URL=
 NEXT_PUBLIC_SUPABASE_ANON_KEY=
 
+########################################
+# Cloudflare Turnstile
+########################################
+NEXT_PUBLIC_TURNSTILE_SITE_KEY=
+POLYWEATHER_TURNSTILE_SECRET_KEY=
+
 ########################################
 # Entitlement / dashboard
 ########################################
@@ -40,6 +46,14 @@ POLYWEATHER_PAYMENT_DIRECT_RECEIVER_ADDRESS=
 POLYWEATHER_PAYMENT_ACCEPTED_TOKENS_JSON=
 POLYWEATHER_PAYMENT_PLAN_CATALOG_JSON=
 
+########################################
+# Cloudflare R2 archive
+########################################
+POLYWEATHER_R2_ACCOUNT_ID=
+POLYWEATHER_R2_BUCKET=
+POLYWEATHER_R2_ACCESS_KEY_ID=
+POLYWEATHER_R2_SECRET_ACCESS_KEY=
+
 ########################################
 # Optional exchange / market secrets
 ########################################

.github/workflows/ci.yml

@@ -21,7 +21,7 @@ jobs:
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
-          pip install -r requirements.txt -r requirements-dev.txt
+          pip install --extra-index-url https://download.pytorch.org/whl/cpu -r requirements.lock -r requirements-dev.lock
 
       - name: Ruff
         run: python -m ruff check .
@@ -73,9 +73,6 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v4
 
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-
       - name: Login to GHCR
         uses: docker/login-action@v3
         with:
@@ -83,40 +80,66 @@ jobs:
           username: ${{ github.actor }}
           password: ${{ secrets.GITHUB_TOKEN }}
 
-      - name: Build and push backend
+      - name: Build and push image
-        if: matrix.image.name == 'backend'
+        env:
-        uses: docker/build-push-action@v6
+          IMAGE_NAME: ${{ matrix.image.name }}
-        with:
+          IMAGE_CONTEXT: ${{ matrix.image.context }}
-          context: ${{ matrix.image.context }}
+          IMAGE_FILE: ${{ matrix.image.file }}
-          file: ${{ matrix.image.file }}
+          IMAGE_TAG: ${{ matrix.image.tag }}
-          push: true
+          NEXT_PUBLIC_SUPABASE_URL: ${{ secrets.NEXT_PUBLIC_SUPABASE_URL }}
-          tags: |
+          NEXT_PUBLIC_SUPABASE_ANON_KEY: ${{ secrets.NEXT_PUBLIC_SUPABASE_ANON_KEY }}
-            ${{ matrix.image.tag }}:latest
+          NEXT_PUBLIC_SITE_URL: ${{ secrets.NEXT_PUBLIC_SITE_URL || 'https://polyweather.top' }}
-            ${{ matrix.image.tag }}:${{ github.sha }}
+          NEXT_PUBLIC_POLYWEATHER_API_BASE_URL: ${{ secrets.NEXT_PUBLIC_POLYWEATHER_API_BASE_URL || '' }}
-          cache-from: type=gha
+          NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID: ${{ secrets.NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID || '' }}
-          cache-to: type=gha,mode=max
+          NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL: ${{ secrets.NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL || 'https://polygon-bor-rpc.publicnode.com' }}
+          NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS: ${{ secrets.NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS || 'polyweather.top,www.polyweather.top' }}
+          NEXT_PUBLIC_TURNSTILE_SITE_KEY: ${{ secrets.NEXT_PUBLIC_TURNSTILE_SITE_KEY || '' }}
+        run: |
+          set -euo pipefail
 
-      - name: Build and push frontend
+          tags=(-t "${IMAGE_TAG}:latest" -t "${IMAGE_TAG}:${GITHUB_SHA}")
-        if: matrix.image.name == 'frontend'
+          build_args=()
-        uses: docker/build-push-action@v6
+
-        with:
+          if [ "${IMAGE_NAME}" = "frontend" ]; then
-          context: ${{ matrix.image.context }}
+            build_args=(
-          file: ${{ matrix.image.file }}
+              --build-arg "NEXT_PUBLIC_SUPABASE_URL=${NEXT_PUBLIC_SUPABASE_URL}"
-          push: true
+              --build-arg "NEXT_PUBLIC_SUPABASE_ANON_KEY=${NEXT_PUBLIC_SUPABASE_ANON_KEY}"
-          tags: |
+              --build-arg "NEXT_PUBLIC_SITE_URL=${NEXT_PUBLIC_SITE_URL}"
-            ${{ matrix.image.tag }}:latest
+              --build-arg "NEXT_PUBLIC_POLYWEATHER_API_BASE_URL=${NEXT_PUBLIC_POLYWEATHER_API_BASE_URL}"
-            ${{ matrix.image.tag }}:${{ github.sha }}
+              --build-arg "NEXT_PUBLIC_POLYWEATHER_LOCAL_FULL_ACCESS=false"
-          build-args: |
+              --build-arg "NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID=${NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID}"
-            NEXT_PUBLIC_SUPABASE_URL=${{ secrets.NEXT_PUBLIC_SUPABASE_URL }}
+              --build-arg "NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL=${NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL}"
-            NEXT_PUBLIC_SUPABASE_ANON_KEY=${{ secrets.NEXT_PUBLIC_SUPABASE_ANON_KEY }}
+              --build-arg "NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS=${NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS}"
-            NEXT_PUBLIC_SITE_URL=${{ secrets.NEXT_PUBLIC_SITE_URL || 'https://polyweather.top' }}
+              --build-arg "NEXT_PUBLIC_TURNSTILE_SITE_KEY=${NEXT_PUBLIC_TURNSTILE_SITE_KEY}"
-            NEXT_PUBLIC_POLYWEATHER_API_BASE_URL=${{ secrets.NEXT_PUBLIC_POLYWEATHER_API_BASE_URL || '' }}
+            )
-            NEXT_PUBLIC_POLYWEATHER_LOCAL_FULL_ACCESS=false
+          fi
-            NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID=${{ secrets.NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID || '' }}
+
-            NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL=${{ secrets.NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL || 'https://polygon-bor-rpc.publicnode.com' }}
+          docker build -f "${IMAGE_FILE}" "${tags[@]}" "${build_args[@]}" "${IMAGE_CONTEXT}"
-            NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS=${{ secrets.NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS || 'polyweather.top,www.polyweather.top' }}
+          docker push "${IMAGE_TAG}:latest"
-          cache-from: type=gha
+          docker push "${IMAGE_TAG}:${GITHUB_SHA}"
-          cache-to: type=gha,mode=max
+
+  cloudflare-cache-rules:
+    needs: [python-quality]
+    if: github.event_name == 'push' && github.ref == 'refs/heads/main'
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Apply Cloudflare cache rules
+        env:
+          CLOUDFLARE_API_TOKEN: ${{ secrets.CLOUDFLARE_API_TOKEN }}
+          CLOUDFLARE_ZONE_ID: ${{ secrets.CLOUDFLARE_ZONE_ID }}
+        run: |
+          if [ -z "${CLOUDFLARE_API_TOKEN}" ]; then
+            echo "CLOUDFLARE_API_TOKEN is not configured; skipping Cache Rules sync"
+            exit 0
+          fi
+          if [ -z "${CLOUDFLARE_ZONE_ID}" ]; then
+            echo "CLOUDFLARE_ZONE_ID is not configured; skipping Cache Rules sync"
+            exit 0
+          fi
+          python scripts/configure_cloudflare_free.py --apply
 
   deploy:
     needs: [build-and-push]
@@ -130,11 +153,13 @@ jobs:
         uses: actions/checkout@v4
 
       - name: Deploy to VPS
+        env:
+          GHCR_PAT: ${{ secrets.GHCR_PAT }}
         run: |
           mkdir -p ~/.ssh
           echo "${{ secrets.VPS_SSH_KEY }}" > ~/.ssh/id_rsa
           chmod 600 ~/.ssh/id_rsa
           scp -o StrictHostKeyChecking=accept-new deploy.sh ${{ secrets.VPS_USER }}@${{ secrets.VPS_HOST }}:/tmp/deploy.sh
-          ssh -o StrictHostKeyChecking=accept-new ${{ secrets.VPS_USER }}@${{ secrets.VPS_HOST }} "
+          printf '%s\n' "$GHCR_PAT" | ssh -o StrictHostKeyChecking=accept-new ${{ secrets.VPS_USER }}@${{ secrets.VPS_HOST }} "
-            bash /tmp/deploy.sh '${{ secrets.GHCR_PAT }}' '${{ github.sha }}'
+            bash /tmp/deploy.sh '${{ github.sha }}'
           "

.gitignore

@@ -9,6 +9,7 @@ data/*.db
 data/*.db-*
 data/*.db.*
 data/*.json
+!data/city_thread_ids.json
 data/*backtest*.csv
 data/logs/
 data/historical/
@@ -43,6 +44,11 @@ Thumbs.db
 frontend/node_modules/
 frontend/.next/
 frontend/.vercel/
+frontend/.env
+frontend/.env.local
+frontend/.env.production
+frontend/.env.*
+!frontend/.env.example
 frontend/*.tsbuildinfo
 frontend/.codex-next-dev*.log
 frontend/.codex-next-start*.log
@@ -70,6 +76,6 @@ frontend/.next-start.log
 tmp_apikey.js
 tmp_obs.js
 tmp_rctp.html
-playwright-home-check.png
 .codex-backend-*.log
 frontend-next-*.log
+*.stackdump

AGENTS.md

@@ -0,0 +1,78 @@
+# PolyWeather Agent Instructions
+
+## 语言和沟通
+
+- 默认用中文回复用户。
+- 直接说明正在做什么、查到了什么、下一步是什么；不要写空泛客套话。
+- 如果用户要求“提交推送”“部署”“看日志”，必须在本地验证后再提交、推送，并检查 GitHub Actions 或线上状态。
+- 不要把多个不相关任务混在一个结论里；遇到新方向时，建议用户在同一个 Project 下开新 Thread。
+
+## 项目和线程使用
+
+- 一个 Project 对应 PolyWeather 这个共享代码库和长期方向。
+- 每个具体任务使用一条独立 Thread / Chat，例如：
+  - 落地页与产品包装
+  - 观测数据采集与 SSE patch
+  - Telegram 推送
+  - 付款与会员
+  - 部署、CI、服务器状态
+- 同一个 Project 下的 Thread 共享文件夹和 `AGENTS.md`，但上下文分开，避免旧问题影响新任务判断。
+
+## 代码工作原则
+
+- 先读现有代码和配置，再改动；优先沿用项目已有模式。
+- 使用 `rg` / `rg --files` 查找文件和文本。
+- 手动编辑文件使用 `apply_patch`。
+- 不要回滚用户或其他 agent 已经做过的无关改动。
+- 只改和当前任务直接相关的文件，避免顺手重构。
+- 新增复杂逻辑时补充聚焦测试；窄改动保持验证范围匹配风险。
+
+## 前端约定
+
+- 前端位于 `frontend/`，使用 Next.js、React、TypeScript。
+- UI 修改必须关注移动端响应式、文本不重叠、按钮和标签不溢出。
+- 图表、终端、详情面板等工作界面应保持信息密度和可扫描性，避免营销式装饰。
+- 常用验证：
+  - `cd frontend && npm run test:business`
+  - `cd frontend && npm run typecheck`
+  - 必要时启动本地预览并用浏览器检查桌面和移动视口；检查完关闭本地端口。
+
+## 后端和数据约定
+
+- Python 代码主要位于 `src/`、`web/`、`tests/`。
+- 观测数据刷新应以数据源原生频率为准，避免 Web、collector、Telegram 同时强刷同一外部源。
+- Telegram 默认只读最新缓存/DB；除非完全没有缓存，才允许兜底刷新。
+- 对外部源调用要考虑 singleflight、冷却、缓存和失败降级，避免 502/408 或 Supabase/磁盘 IO 压力。
+- 常用验证：
+  - `python -m ruff check .`
+  - `python -m pytest`
+
+## CI、提交和部署
+
+- `main` push 会触发 `.github/workflows/ci.yml`：
+  - `python-quality`
+  - `frontend-quality`
+  - `build-and-push`
+  - `deploy`
+- 提交前至少运行和改动相关的验证；推送前确认 `git status --short`。
+- 推送后检查 GitHub Actions 最新 run；如果失败，先定位失败 job 和 step，再修改。
+- 线上 smoke check 优先检查：
+  - `https://api.polyweather.top/healthz`
+  - `https://polyweather.top/`
+  - 相关页面或 API 路径
+
+## 产品方向备忘
+
+- PolyWeather 当前重点不是售卖 API。
+- 核心差异化是结算源优先、实时观测源、跑道/城市细粒度温度、SSE patch、Telegram 缓存读取和面向交易/预测市场的解释能力。
+- 公开包装、教育内容、图表变量完整度和付费分层可以加强，但不要把产品定位改成通用天气 API。
+
+## Memory 说明
+
+- `AGENTS.md` 是项目内显式规则，跟随仓库和 Project。
+- Memory 是用户账号级偏好设置，agent 不能代替用户开启。
+- 建议在 Codex / ChatGPT 设置中开启 Memory，并保存长期偏好，例如：
+  - PolyWeather 项目默认中文回复。
+  - 每个任务开独立 Thread。
+  - 修改后优先验证、提交、推送并检查部署状态。
+  - 不要主动把 PolyWeather 包装成 API 售卖产品。

CHANGELOG.md

@@ -49,7 +49,7 @@
 - 一键部署脚本：deploy.sh + deploy.ps1
 
 ### 移除
-- 删除 LGBM 全部代码和模型文件，EMOS 简化为纯 legacy 高斯分桶
+- 删除 LGBM 全部代码和模型文件，概率路径收口为 legacy 高斯分桶
 - 删除 Polymarket 价格拉取与 UI 层（MarketDecisionLine）
 - 删除 Groq、Meteoblue、NMC、俄罗斯 pogodaiklimat 数据源
 - 删除预热（prewarm）系统

CLAUDE.md

@@ -4,9 +4,9 @@ This file provides guidance to Claude Code (claude.ai/code) when working with co
 
 ## Project Overview
 
-PolyWeather Pro — a paid institutional weather-intelligence terminal. 50 monitored cities with real-time METAR/AMOS/MADIS observations, DEB multi-model temperature blending, Mu probability calibration, and intraday bias correction. Pure meteorological decision workspace; no market/price layer. Next.js 15 + React 19 (Vercel) frontend, FastAPI backend (VPS), Telegram bot.
+PolyWeather Pro — a paid institutional weather-intelligence terminal. 50 monitored cities with real-time METAR/AMOS/MADIS observations, DEB multi-model temperature blending, Mu probability calibration, and intraday bias correction. Pure meteorological decision workspace; no market/price layer. Next.js 15 + React 19 frontend (Docker / VPS, behind Cloudflare + Nginx), FastAPI backend (VPS), Telegram bot.
 
-**Business model**: Paid-only, $10/month, no free tier, no trial. Landing page is public; `/terminal` requires login + active subscription.
+**Business model**: Paid-only, 29.9 USDC/month or 79.9 USDC/quarter, referral first month 20 USDC. New users get a one-time 3-day trial. Landing page is public; `/terminal` requires login + active subscription.
 
 ## Environment & Preferences
 
@@ -47,10 +47,12 @@ docker compose down && docker compose up -d --build
 ## Architecture
 
 ```
-Users → Next.js (Vercel) → FastAPI :8000 (VPS)
+Users → Cloudflare → Nginx → Docker Compose (VPS)
-         /terminal (paid gate)    Weather Collector
+                                 ├── Next.js frontend → FastAPI :8000
-         / (landing page)         Analysis (DEB + Mu)
+                                 │     /terminal (paid gate)    Weather Collector
-                                  Payment Layer (USDC on Polygon)
+                                 │     / (landing page)         Analysis (DEB + Mu)
+                                 │                               Payment Layer (USDC on Polygon)
+                                 └── Redis (SSE event store)
          Telegram Bot → bot_listener.py
 ```
 

Dockerfile

@@ -15,10 +15,10 @@ RUN --mount=type=cache,target=/var/cache/apt,sharing=locked \
     gcc libhdf5-dev libnetcdf-dev && \
     rm -rf /var/lib/apt/lists/*
 
-COPY requirements.txt .
+COPY requirements.lock .
 
 RUN --mount=type=cache,target=/root/.cache/pip \
-    pip install --prefer-binary -r requirements.txt
+    pip install --prefer-binary --extra-index-url https://download.pytorch.org/whl/cpu -r requirements.lock
 
 COPY . .
 

README.md

@@ -5,13 +5,13 @@ Production weather-intelligence stack for temperature settlement markets.
 Official dashboard: [polyweather.top](https://polyweather.top/)
 中文说明: [README_ZH.md](README_ZH.md)
 
-Public docs center: `/docs/intro` on the main site (bilingual product documentation, including intraday analysis, calibrated probability, model stack, TAF, settlement sources, history, and extension).
+Public docs center: `/docs/intro` on the main site (bilingual product documentation for the current terminal, chart reading, realtime source cadence, settlement stations, and the browser extension).
 
 ## Product Screenshots
 
 ### Realtime Terminal
 
-![PolyWeather realtime terminal](frontend/public/static/web.png)
+![PolyWeather realtime terminal](frontend/public/static/web.webp)
 
 ### Telegram Runway Alerts
 
@@ -21,34 +21,32 @@ Public docs center: `/docs/intro` on the main site (bilingual product documentat
 
 [![Star History Chart](https://api.star-history.com/svg?repos=yangyuan-zhen/PolyWeather&type=Date)](https://star-history.com/#yangyuan-zhen/PolyWeather&Date)
 
-## Product Status (2026-05-28)
+## Product Status (2026-06-07)
 
-- Subscription live: `Pro Monthly 10 USDC`.
+- Subscription live: `Pro Monthly 29.9 USDC / 30 days` and `Pro Quarterly 79.9 USDC / 90 days`.
-- Points system live: earn via group chat, welcome bonus (+20), first-message-of-day bonus (+2), weekly participation rewards.
+- Referral pricing live: invited users can get the first monthly Pro at `20 USDC`; inviters receive `3500` points after a valid first Pro payment, capped at 10 paid invites per month.
-- `/city` and `/deb` now free (daily cap 10 each); points redeemable for payment discount (`500 pts = 1 USDC`, max `3 USDC`).
+- Points are redeemable for payment discounts (`500 pts = 1 USDC`, monthly max `3 USDC`, quarterly max `8 USDC`). Useful user feedback can also receive manual point rewards through ops.
-- Weekly leaderboard rewards restructured: smaller point bonuses for winners (200/100/50), all active users receive participation rewards.
 - Onchain checkout live: Polygon contract checkout (USDC / USDC.e) plus Ethereum mainnet USDC direct-transfer confirmation.
 - Auto-reconciliation live: event listener + periodic confirm loop.
-- Ops dashboard live: `/ops` for memberships, leaderboard, manual point grants, and payment incident triage.
+- Ops dashboard live: `/ops` for memberships, leaderboard, user feedback triage, manual point grants, and payment incident triage.
 - Lightweight observability live: `/healthz`, `/api/system/status`, `/metrics`.
 - Realtime terminal live: visible city charts subscribe through `/api/events?cities=...&since_revision=...`, receive `city_observation_patch.v1` SSE patches, and replay short gaps from Redis Stream in production or SQLite fallback in local/single-node mode.
 - Chart refresh is observation-driven: live patches merge into the current chart without a loading overlay; only visible charts run a 60s no-patch fallback, and returning from a background browser tab triggers a foreground catch-up refresh.
 - Temperature charts default to All Day, keep an optional Peak window derived from the DEB hourly path, and render all timestamps in the selected city's local time.
 - The chart core has been split into focused logic/canvas/state modules; Recharts now receives explicit measured dimensions to avoid 0x0 rendering and disappearing curves.
 - DEB hourly consensus (`deb_hourly_consensus.v1`) is now the preferred hourly forecast path for peak-window detection and chart overlays; DEB remains a forecast curve, never an observation source.
-- Legacy Gaussian probability is rendered as horizontal probability bands and a `mu` reference line on the chart, rather than as a fake time-series curve.
+- Legacy Gaussian probability stays out of the default temperature chart surface; hover tooltips show `Gaussian μ` plus the full bucket distribution by temperature range.
 - Settlement runway curves are visible by default for AMSC/AMOS cities; the configured settlement runway is highlighted and auxiliary runways are shown as secondary context.
 - Hong Kong uses CoWIN station `6087` (Po Leung Kuk Choi Kai Yau School) as the 1-minute reference-station curve, with HKO 10-minute observations kept as the official meteorological layer.
 - Telegram airport/runway pushes are bilingual by default and use settlement-endpoint runway temperatures for slope/current/summary copy.
 - Runtime state, cache, and core offline training/backfill flows now use SQLite as the primary path; legacy JSON/JSONL files remain only for migration, export, and explicit fallback input.
-- EMOS/CRPS calibration is wired and trainable, but production should stay on `legacy` or `emos_shadow`; `emos_primary` is only for candidates that pass local offline evaluation and manual rollout.
 - Intraday analysis is now positioned as a professional meteorology read: headline, confidence, base/upside/downside paths, next observation point, evidence chain, failure modes, and confirmation rules.
 - Intraday modal now blocks stale cached detail during refresh, so users do not briefly trade off old city/date data before full detail arrives.
-- Terminal city cards now combine settlement observations, DEB hourly consensus, model cluster context, calibrated probability, and market-bucket mapping without blocking the chart on AI text generation.
+- Terminal chart/detail workflow now combines settlement observations, DEB hourly consensus, model context, probability distribution tooltips, and market-bucket mapping without blocking the chart on AI text generation.
 - Terminal data uses page memory cache, browser `localStorage`, backend short-TTL cache, SSE patch replay, and foreground refresh so returning from another tab restores the latest visible chart state quickly.
 - Market bucket matching now uses the full `all_buckets` surface and strict exact / range / or-higher / or-lower direction checks, reducing bad matches to unreasonable tail buckets.
-- The card label “model-market difference” means `model probability - market-implied probability`; positive values indicate weather probability above market pricing, while negative values indicate the YES is already priced more fully.
+- The market-signal difference means `model probability - market-implied probability`; positive values indicate weather probability above market pricing, while negative values indicate the YES is already priced more fully.
-- Calibrated model probability is now the primary probability panel. It shows the active production probability engine (legacy Gaussian or EMOS), while model consensus remains a secondary reference.
+- Calibrated model probability is now the primary probability panel. It shows the active legacy Gaussian probability engine, while model consensus remains a secondary reference.
 - Non-Hong Kong airport cities now ingest `TAF` and parse `FM / TEMPO / BECMG / PROB30/40`.
 - Temperature chart now overlays `TAF Timing` markers near the expected peak window.
 - Trade cue now combines upper-air structure, `TAF`, market crowding, and `edge_percent`.
@@ -72,10 +70,12 @@ See: [AGPL-3.0 & Commercial Boundary](docs/OPEN_CORE_POLICY.md)
 - Aggregates observations and forecasts for 51 monitored cities.
 - Uses DEB (Dynamic Error Balancing) to blend multi-model highs.
 - Builds a DEB-weighted hourly consensus path for peak-window logic and chart display.
-- Generates settlement-oriented calibrated probability buckets (`mu` + bucket distribution) via legacy Gaussian or EMOS/CRPS calibration.
+- Generates settlement-oriented calibrated probability buckets (`mu` + bucket distribution) via the legacy Gaussian calibration path.
-- Adds city decision cards that combine live observations, expected-high centers, full market-bucket mapping, and model-market difference in one view.
+- Adds terminal chart/detail workflows that combine live observations, DEB-centered high-temperature context, market-bucket mapping, and model-market difference.
+- Shows calibrated Gaussian context in chart tooltips as `mu` plus the full temperature-range probability distribution, without reintroducing probability bands into the main temperature view.
 - Reuses one analysis core across web dashboard and Telegram bot.
 - Adds payment audit trails, replay tooling, and incident visibility in ops.
+- Adds an in-app feedback loop with chart context, user-visible feedback status, ops triage, and manual point rewards for useful reports and suggestions.
 - Adds peak-window-oriented intraday analysis with meteorology headline, path buckets, evidence chain, invalidation rules, and confirmation rules.
 - Adds airport-side `TAF` timing overlays and airport suppression/disruption interpretation for non-Hong Kong airport cities.
 - Adds official nearby-network and runway-level enhancement layers for China, Japan, Korea (AMOS runway sensors for Seoul/Busan), Hong Kong, Taiwan, and Turkey without replacing airport settlement anchors.
@@ -84,7 +84,7 @@ See: [AGPL-3.0 & Commercial Boundary](docs/OPEN_CORE_POLICY.md)
 
 ```mermaid
 flowchart LR
-    U["Users (Web / Telegram)"] --> FE["Next.js Frontend (Vercel)"]
+    U["Users (Web / Telegram)"] --> FE["Next.js Frontend (Docker / VPS)"]
     U --> BOT["Telegram Bot (VPS)"]
     FE --> API["FastAPI /web/app.py"]
     BOT --> API
@@ -131,12 +131,14 @@ npm run dev
 
 ## Recent Highlights
 
+- Gaussian probability tooltip now lists the full temperature-range distribution instead of only the highest-probability bucket, while the main chart remains focused on observations and forecasts.
+- User feedback is now a product loop: terminal submissions attach chart context, users can track status in-app, and ops can reward useful feedback with points.
 - Airport-linked contracts use the METAR / airport primary observing site as the settlement anchor. Wunderground pages are reference/history pages, not stations.
 - Taipei and Shenzhen retain their explicitly configured station history pages for reconciliation, but the docs avoid describing Wunderground itself as a physical station.
 - Hong Kong keeps `HKO` official readings in dashboard and history, without falling back to airport METAR lines.
 - Intraday analysis now separates meteorology conclusion, evidence chain, invalidation rules, confirmation rules, calibrated probability, and market reference.
 - `TAF` is used as an airport-side confirmation layer, not as the main temperature model.
-- Calibrated probability uses legacy Gaussian (default) or EMOS/CRPS when evaluated; model vote counts remain an explanatory consensus line, not the final probability.
+- Calibrated probability uses the legacy Gaussian path; model vote counts remain an explanatory consensus line, not the final probability.
 - Browser extension remains a lightweight monitoring + basic-bias product, while the site holds the full analysis experience.
 - Realtime terminal charts use SSE patches plus replayable event storage; full HTTP detail remains the authoritative snapshot.
 - Chart observations are shown in the city's local time, not the browser timezone.
@@ -157,19 +159,6 @@ POLYWEATHER_REDIS_REQUIRED=true
 
 For local development or a strict single-process fallback, keep `POLYWEATHER_EVENT_STORE=sqlite`.
 
-## EMOS Local Training
-
-Do not run full EMOS retraining on a small VPS. The VPS should collect data and load approved calibration files; training should run on a local/dev machine using a copied production SQLite database:
-
-```powershell
-scp root@38.54.27.70:/var/lib/polyweather/polyweather.db E:\web\PolyWeather\data\polyweather-prod.db
-$env:POLYWEATHER_DB_PATH="E:\web\PolyWeather\data\polyweather-prod.db"
-$env:POLYWEATHER_RUNTIME_DATA_DIR="E:\web\PolyWeather\artifacts\local_runtime"
-python scripts\auto_retrain_probability_calibration.py --verbose --snapshot-limit 50000
-```
-
-Promote a generated `default.json` only when `auto_retrain_report.json` has `ready_for_promotion=true`, and prefer `emos_shadow` before enabling `emos_primary`.
-
 ## Ops Verification
 
 ### Health / system status / metrics
@@ -206,8 +195,6 @@ Production payment routes are configured by the backend. Polygon remains the def
 
 | Command | Purpose |
 | :-- | :-- |
-| `/city <name>` | City real-time analysis |
-| `/deb <name>` | DEB historical reconciliation |
 | `/top` | User leaderboard |
 | `/id` | Show current chat ID |
 | `/diag` | Startup diagnostics |
@@ -240,4 +227,4 @@ Production payment routes are configured by the backend. Polygon remains the def
 ## Version
 
 - Version: `v1.8.1`
-- Last Updated: `2026-05-28`
+- Last Updated: `2026-06-07`

README_ZH.md

@@ -8,22 +8,22 @@
 
 ### 实时终端
 
-![PolyWeather 实时终端](frontend/public/static/web.png)
+![PolyWeather 实时终端](frontend/public/static/web.webp)
 
 ### Telegram 跑道推送
 
 ![PolyWeather Telegram 跑道推送](frontend/public/static/tel.png)
 
-## 当前产品状态（2026-05-30）
+## 当前产品状态（2026-06-07）
 
 - 已上线订阅制：`Pro 月付 29.9 USDC / 30 天`，`Pro 季度 79.9 USDC / 90 天`。
 - 积分获取已切换为邀请制度：被邀请人完成首次 Pro 付款后，邀请人获得 `3500` 积分；Telegram 群发言不再获得积分。
-- `/city` 与 `/deb` 已改为免费（每日各 10 次）；积分可用于支付抵扣（`500 分 = 1 USDC`，月付最多抵 `3 USDC`，季度最多抵 `8 USDC`）。
+- 积分可用于支付抵扣（`500 分 = 1 USDC`，月付最多抵 `3 USDC`，季度最多抵 `8 USDC`）。真实、有上下文、有价值的用户反馈也可通过运营后台人工奖励积分。
 - 邀请首月价：被邀请人首次月付 `20 USDC`；每个邀请人每月最多 10 个有效付费邀请奖励。
 - 已上线链上支付：Polygon 合约支付（USDC / USDC.e）+ Ethereum 主网 USDC 直转确认。
 - 已上线自动补单：事件监听 + 周期确认双链路。
 - 已上线支付运行态与审计接口：`/api/payments/runtime`。
-- 已上线轻量运营后台：`/ops`（会员、积分、补分、支付异常单）。
+- 已上线轻量运营后台：`/ops`（会员、用户反馈处理、积分、补分、支付异常单）。
 - 已上线轻量可观测性：`/healthz`、`/api/system/status`、`/metrics`。
 - 已补最小外部监控栈：Prometheus + Alertmanager + Grafana + Telegram 告警 relay。
 - 实时终端已切换到可重放事件流：可见城市图表通过 `/api/events?cities=...&since_revision=...` 订阅 `city_observation_patch.v1`，生产环境使用 Redis Stream 做短窗口 replay，本地/单进程可回退 SQLite event log。
@@ -31,12 +31,11 @@
 - 城市图表默认展示“全天”，可选“高温”窗口由 DEB hourly path 推导；所有图表横轴都按城市当地时间展示，不按用户浏览器时区。
 - 核心图表组件已拆分为逻辑、状态与 canvas 渲染模块；Recharts 使用 `ResizeObserver` 后的明确宽高，规避 0x0 渲染和长时间挂页后曲线消失。
 - DEB hourly consensus（`deb_hourly_consensus.v1`）已作为峰值窗口和图表 DEB 曲线的优先小时路径；DEB 仍然是预测曲线，不作为实测来源。
-- legacy 高斯概率在图表上展示为概率温度带和 `mu` 参考线，不再伪装成一条时间序列曲线。
+- legacy 高斯概率不再占用默认温度图主视图；hover tooltip 会展示 `Gaussian μ` 和完整温度区间概率分布。
 - AMSC/AMOS 城市的结算跑道曲线默认展示并高亮，辅助跑道作为弱化曲线保留；釜山单跑道只展示 `SR/SL` 结算跑道，不再重复显示 AMOS 聚合线。
 - 香港默认展示 CoWIN `6087`（保良局陈守仁小学）1 分钟参考站曲线，HKO 10 分钟实测保留为官方气象层。
 - Telegram 机场/跑道推送默认中英文双语，并统一使用结算端点跑道温度计算当前值、15 分钟趋势和文案。
 - 运行态状态、缓存与核心离线训练/回填链路已完成 SQLite 主路径收口；legacy JSON/JSONL 仅保留给迁移、导出与显式回退输入。
-- EMOS/CRPS 校准链路已接通，但生产主概率保持 `legacy` 或 `emos_shadow`；`emos_primary` 只在本地离线评估通过并手动灰度后启用。
 - 官方增强站网已统一接入：
   - `MGM`（土耳其）
   - `CMA/NMC`（中国内地）
@@ -49,11 +48,11 @@
 - `/ops` 现已展示缓存桶数量、summary cache hit/miss 与运行态 heartbeat。
 - 今日日内分析已改为“专业气象判断台”：顶部先给气象主判断、置信度、基准/上修/下修路径、下一观测点，再展示证据链、失效条件、确认条件和模型层。
 - 日内分析弹窗在 full detail / market detail 同步完成前会锁住旧内容并显示刷新状态，避免用户短暂看到上一轮缓存数据后误判。
-- 终端城市卡已改为结构化实况 + DEB hourly consensus + 多模型集群 + 校准概率 + 市场温度桶，不再让图表等待 AI 文案生成。
+- 终端图表/详情工作流已改为结构化实况 + DEB hourly consensus + 多模型集群 + 概率分布 tooltip + 市场温度桶，不再让图表等待 AI 文案生成。
 - 终端数据同时使用页面内存缓存、浏览器 `localStorage`、后端短 TTL 缓存、SSE patch replay 和前台恢复刷新；从其他选项卡切回时会优先恢复最新可见图表状态。
 - 市场温度桶匹配已改为完整 `all_buckets` 映射，按 exact / range / or higher / or lower 方向严格匹配，避免把天气中枢错配到不合理尾部桶。
-- 决策卡中的“模型-市场差”口径为 `模型概率 - 市场隐含概率`，正值表示天气概率高于市场报价，负值表示市场已经更充分计价。
+- 市场信号中的“模型-市场差”口径为 `模型概率 - 市场隐含概率`，正值表示天气概率高于市场报价，负值表示市场已经更充分计价。
-- 概率区已改为”校准模型概率”；默认展示生产概率引擎输出（legacy 高斯或 EMOS），模型共识作为辅助参考。
+- 概率区已改为“校准模型概率”；默认展示 legacy 高斯概率引擎输出，模型共识作为辅助参考。
 - 今日日内结构解读以规则与结构化信号为主，AI 文案只作为可降级辅助层，不替代实测、DEB、TAF 或结算逻辑。
 - 前端设计系统全面重构：统一 CSS token 体系、消除 !important 滥用（134→49）、合并断点（18→10）、数百处硬编码颜色迁移至 CSS 变量、添加 ARIA 无障碍属性和键盘导航。完整审查记录见 `docs/frontend-ui-design-review.md`。
 
@@ -72,17 +71,19 @@
 - 聚合 51 个监控城市的实测与预报数据。
 - DEB（Dynamic Error Balancing）融合多模型最高温。
 - 构建 DEB 加权小时共识曲线，用于峰值窗口判断和图表默认 DEB 展示。
-- 输出结算导向校准概率分布（`mu` + 温度桶），通过 legacy 高斯或 EMOS/CRPS 校准引擎。
+- 输出结算导向校准概率分布（`mu` + 温度桶），通过 legacy 高斯校准路径。
-- 地图城市决策卡把结构化实况、最高温中枢、完整市场温度桶和模型-市场差放在同一张卡中展示。
+- 天气决策台把结构化实况、DEB 高温路径、完整市场温度桶和模型-市场差放进图表/详情工作流。
+- 图表 tooltip 展示校准高斯上下文：`mu` 加完整温度区间概率分布，不把概率温度带重新放回主图。
 - Web 仪表盘与 Telegram Bot 复用同一分析内核。
 - 支付链路具备事件重放、SQLite 审计事件与 RPC 容灾能力。
+- 已上线站内反馈闭环：提交反馈时自动附带图表上下文，用户可查看处理状态，运营后台可为有价值反馈人工奖励积分。
 - 官方增强层与跑道级传感器支持按国家 provider 统一接入（含韩国 AMOS 首尔/釜山跑道实测），不替代机场主站、METAR 或明确官方结算站。
 
 ## 参考架构
 
 ```mermaid
 flowchart LR
-    U["用户（Web / Telegram）"] --> FE["Next.js 前端（Vercel）"]
+    U["用户（Web / Telegram）"] --> FE["Next.js 前端（Docker / VPS）"]
     U --> BOT["Telegram Bot（VPS）"]
     FE --> API["FastAPI /web/app.py"]
     BOT --> API
@@ -126,6 +127,11 @@ npm ci
 npm run dev
 ```
 
+## 近期更新
+
+- 高斯概率 tooltip 已改为展示完整温度区间概率分布，不再只显示最高概率的单个区间；主图继续聚焦实测和预测曲线。
+- 用户反馈已形成产品闭环：终端提交会自动附带图表上下文，用户可在站内查看处理状态，运营侧可为真实、有建设性的反馈发放积分奖励。
+
 ## 运行数据目录（VPS 推荐）
 
 建议将运行态数据放到仓库外（避免 `git pull` 被 SQLite 卡住）：
@@ -142,24 +148,6 @@ POLYWEATHER_REDIS_REQUIRED=true
 
 本地开发或严格单进程兜底可使用 `POLYWEATHER_EVENT_STORE=sqlite`。
 
-## EMOS 本地训练流程
-
-低配 VPS 只负责采集、服务和加载已通过评估的参数，不建议在 VPS 上跑 EMOS 全量训练。训练前先从 VPS 拉 SQLite 副本到本地：
-
-```powershell
-scp root@38.54.27.70:/var/lib/polyweather/polyweather.db E:\web\PolyWeather\data\polyweather-prod.db
-```
-
-本地训练：
-
-```powershell
-$env:POLYWEATHER_DB_PATH="E:\web\PolyWeather\data\polyweather-prod.db"
-$env:POLYWEATHER_RUNTIME_DATA_DIR="E:\web\PolyWeather\artifacts\local_runtime"
-python scripts\auto_retrain_probability_calibration.py --verbose --snapshot-limit 50000
-```
-
-只有 `auto_retrain_report.json` 中 `ready_for_promotion=true` 时，才允许把候选 `default.json` 传回 VPS，并优先以 `emos_shadow` 观察。
-
 ## 运维验收
 
 ### 健康与系统状态
@@ -217,8 +205,6 @@ POLYWEATHER_OPS_ADMIN_EMAILS=yhrsc30@gmail.com
 
 | 指令 | 用途 |
 | :-- | :-- |
-| `/city <name>` | 城市实时分析 |
-| `/deb <name>` | DEB 历史对账 |
 | `/top` | 用户积分排行 |
 | `/id` | 查看聊天 Chat ID |
 | `/diag` | Bot 启动诊断 |
@@ -232,7 +218,7 @@ POLYWEATHER_OPS_ADMIN_EMAILS=yhrsc30@gmail.com
 - AGPL-3.0 边界：[docs/OPEN_CORE_POLICY.md](docs/OPEN_CORE_POLICY.md)
 - Supabase 接入：[docs/SUPABASE_SETUP_ZH.md](docs/SUPABASE_SETUP_ZH.md)
 - 配置与密钥管理：[docs/CONFIGURATION_ZH.md](docs/CONFIGURATION_ZH.md)
-- 前端部署（Vercel）：[docs/FRONTEND_DEPLOYMENT_ZH.md](docs/FRONTEND_DEPLOYMENT_ZH.md)
+- 前端部署（Docker / VPS）：[docs/FRONTEND_DEPLOYMENT_ZH.md](docs/FRONTEND_DEPLOYMENT_ZH.md)
 - 技术债：[docs/TECH_DEBT_ZH.md](docs/TECH_DEBT_ZH.md)
 - 机场实时数据源：[docs/AIRPORT_REALTIME_SOURCES.md](docs/AIRPORT_REALTIME_SOURCES.md)
 - 机场市场监控（中文）：[docs/AIRPORT_MARKET_MONITOR_ZH.md](docs/AIRPORT_MARKET_MONITOR_ZH.md)
@@ -242,7 +228,7 @@ POLYWEATHER_OPS_ADMIN_EMAILS=yhrsc30@gmail.com
 - 支付 V2 升级方案：[docs/payments/PAYMENT_UPGRADE_V2_ZH.md](docs/payments/PAYMENT_UPGRADE_V2_ZH.md)
 - 运营后台说明：[docs/OPS_ADMIN_ZH.md](docs/OPS_ADMIN_ZH.md)
 - 外部监控说明：[docs/MONITORING_ZH.md](docs/MONITORING_ZH.md)
-- 模型栈与 DEB：[docs/MODEL_STACK_AND_DEB_ZH.md](docs/MODEL_STACK_AND_DEB_ZH.md)
+- DEB 模型家族去重规则：[docs/MODEL_STACK_AND_DEB_ZH.md](docs/MODEL_STACK_AND_DEB_ZH.md)
 - 深度评估报告：[docs/deep-research-report.md](docs/deep-research-report.md)
 - 发布流程：[RELEASE.md](RELEASE.md)
 - 变更记录：[CHANGELOG.md](CHANGELOG.md)
@@ -250,4 +236,4 @@ POLYWEATHER_OPS_ADMIN_EMAILS=yhrsc30@gmail.com
 ## 当前版本
 
 - 版本：`v1.8.1`
-- 文档最后更新：`2026-05-28`
+- 文档最后更新：`2026-06-07`

config/config.yaml

@@ -19,8 +19,8 @@ cities:
 - id: new_york
   city: New York
   country: USA
-  latitude: 40.7128
+  latitude: 40.7769
-  longitude: -74.006
+  longitude: -73.874
 - id: chicago
   city: Chicago
   country: USA

data/city_thread_ids.json

@@ -0,0 +1,33 @@
+{
+  "amsterdam": 116398,
+  "ankara": 116394,
+  "atlanta": 13115,
+  "austin": 13120,
+  "beijing": 116383,
+  "busan": 116381,
+  "chengdu": 116388,
+  "chicago": 13113,
+  "chongqing": 116389,
+  "dallas": 13119,
+  "denver": 13114,
+  "guangzhou": 116385,
+  "helsinki": 116397,
+  "hong kong": 116391,
+  "houston": 13118,
+  "istanbul": 116395,
+  "los angeles": 13112,
+  "miami": 13116,
+  "new york": 13111,
+  "paris": 116399,
+  "qingdao": 116387,
+  "san francisco": 13117,
+  "seattle": 13122,
+  "seoul": 116380,
+  "shanghai": 116384,
+  "shenzhen": 116386,
+  "singapore": 116393,
+  "taipei": 116392,
+  "tel aviv": 116396,
+  "tokyo": 116382,
+  "wuhan": 116390
+}

deploy.ps1

@@ -1,4 +1,4 @@
-$VPS = "root@38.54.27.70"
+$VPS = "root@172.245.214.111"
 $PROJECT = "/root/PolyWeather"
 
 Write-Host "🚀 Deploying to $VPS..." -ForegroundColor Cyan

deploy.sh

@@ -1,12 +1,21 @@
 #!/usr/bin/env bash
 set -euo pipefail
 
-GHCR_PAT="$1"
+NEW_TAG="${1:-latest}"
-NEW_TAG="${2:-latest}"
 TAG_FILE="/var/lib/polyweather/.current_tag"
 COMPOSE_DIR="/root/PolyWeather"
 LOCK_FILE="${POLYWEATHER_DEPLOY_LOCK_FILE:-/var/lock/polyweather-deploy.lock}"
 
+GHCR_PAT=""
+if ! IFS= read -r GHCR_PAT && [ -z "$GHCR_PAT" ]; then
+    echo "❌ GHCR token must be provided on stdin"
+    exit 1
+fi
+if [ -z "$GHCR_PAT" ]; then
+    echo "❌ GHCR token must be provided on stdin"
+    exit 1
+fi
+
 mkdir -p "$(dirname "$LOCK_FILE")"
 exec 9>"$LOCK_FILE"
 if ! flock -n 9; then
@@ -14,11 +23,67 @@ if ! flock -n 9; then
     exit 1
 fi
 
-echo "$GHCR_PAT" | docker login ghcr.io -u yangyuan-zhen --password-stdin
+printf '%s' "$GHCR_PAT" | docker login ghcr.io -u yangyuan-zhen --password-stdin
+unset GHCR_PAT
 
 cd "$COMPOSE_DIR"
 git fetch origin main && git reset --hard origin/main
 
+sync_city_thread_ids() {
+    local runtime_dir="${POLYWEATHER_RUNTIME_DATA_DIR:-/var/lib/polyweather}"
+    local repo_file="$COMPOSE_DIR/data/city_thread_ids.json"
+    local target_file="$runtime_dir/city_thread_ids.json"
+
+    if [ ! -f "$repo_file" ]; then
+        echo "No repository city_thread_ids.json to sync"
+        return 0
+    fi
+
+    mkdir -p "$runtime_dir"
+    REPO_CITY_THREAD_IDS_FILE="$repo_file" TARGET_CITY_THREAD_IDS_FILE="$target_file" python3 - <<'PY'
+import json
+import os
+import time
+
+repo_file = os.environ["REPO_CITY_THREAD_IDS_FILE"]
+target_file = os.environ["TARGET_CITY_THREAD_IDS_FILE"]
+
+with open(repo_file, "r", encoding="utf-8") as f:
+    repo_data = json.load(f)
+if not isinstance(repo_data, dict):
+    raise SystemExit("repository city_thread_ids.json must contain an object")
+
+target_data = {}
+if os.path.isfile(target_file) and os.path.getsize(target_file) > 0:
+    try:
+        with open(target_file, "r", encoding="utf-8") as f:
+            loaded = json.load(f)
+        if isinstance(loaded, dict):
+            target_data = loaded
+        else:
+            raise ValueError("target file is not an object")
+    except Exception as exc:
+        backup = f"{target_file}.invalid.{int(time.time())}"
+        os.replace(target_file, backup)
+        print(f"Backed up invalid city_thread_ids.json to {backup}: {exc}")
+
+merged = dict(repo_data)
+merged.update(target_data)
+
+if merged != target_data:
+    tmp_file = f"{target_file}.tmp"
+    with open(tmp_file, "w", encoding="utf-8") as f:
+        json.dump(merged, f, ensure_ascii=False, indent=2, sort_keys=True)
+        f.write("\n")
+    os.replace(tmp_file, target_file)
+    print(f"Synced city_thread_ids.json: {len(target_data)} -> {len(merged)} cities")
+else:
+    print(f"city_thread_ids.json already up to date: {len(target_data)} cities")
+PY
+}
+
+sync_city_thread_ids
+
 PREVIOUS_TAG=""
 if [ -f "$TAG_FILE" ]; then
     PREVIOUS_TAG=$(cat "$TAG_FILE")
@@ -30,14 +95,86 @@ rollback_to_previous() {
         echo "Rolling back to $PREVIOUS_TAG..."
         export IMAGE_TAG="$PREVIOUS_TAG"
         docker compose pull
-        docker compose up -d
+        compose_up_retry "rollback" -d
         echo "✅ Rolled back to $PREVIOUS_TAG"
     else
         echo "⚠️  No previous tag to rollback to"
     fi
 }
 
+compose_up_retry() {
+    local name="$1"
+    shift
+    local output=""
+
+    for attempt in $(seq 1 6); do
+        if output=$(docker compose up "$@" 2>&1); then
+            echo "$output"
+            return 0
+        fi
+
+        echo "$output"
+        if echo "$output" | grep -qi "removal of container .* is already in progress"; then
+            echo "Container removal is still in progress during ${name}; retry ${attempt}/6..."
+            sleep 5
+            continue
+        fi
+
+        return 1
+    done
+
+    echo "❌ docker compose up failed for ${name} after retries"
+    return 1
+}
+
+read_env_file_value() {
+    local key="$1"
+    if [ ! -f ".env" ]; then
+        return 0
+    fi
+    awk -F= -v key="$key" '
+        $0 ~ "^[[:space:]]*" key "[[:space:]]*=" {
+            value=$0
+            sub("^[^=]*=", "", value)
+            gsub("^[[:space:]]+|[[:space:]]+$", "", value)
+            gsub(/^["'"'"']|["'"'"']$/, "", value)
+            print value
+        }
+    ' .env | tail -n 1
+}
+
+resolve_env_value() {
+    local primary_key="$1"
+    local fallback_key="${2:-}"
+    local value="${!primary_key:-}"
+
+    if [ -z "$value" ]; then
+        value="$(read_env_file_value "$primary_key")"
+    fi
+    if [ -z "$value" ] && [ -n "$fallback_key" ]; then
+        value="${!fallback_key:-}"
+        if [ -z "$value" ]; then
+            value="$(read_env_file_value "$fallback_key")"
+        fi
+    fi
+
+    printf '%s' "$value"
+}
+
 export IMAGE_TAG="$NEW_TAG"
+export POLYWEATHER_API_BASE_URL="${POLYWEATHER_FRONTEND_INTERNAL_API_BASE_URL:-http://polyweather_web:8000}"
+resolved_supabase_url="$(resolve_env_value "SUPABASE_URL" "NEXT_PUBLIC_SUPABASE_URL")"
+resolved_supabase_anon_key="$(resolve_env_value "SUPABASE_ANON_KEY" "NEXT_PUBLIC_SUPABASE_ANON_KEY")"
+if [ -n "$resolved_supabase_url" ]; then
+    export SUPABASE_URL="$resolved_supabase_url"
+else
+    unset SUPABASE_URL
+fi
+if [ -n "$resolved_supabase_anon_key" ]; then
+    export SUPABASE_ANON_KEY="$resolved_supabase_anon_key"
+else
+    unset SUPABASE_ANON_KEY
+fi
 pull_ok=0
 for pull_attempt in $(seq 1 6); do
     docker compose pull && pull_ok=1 && break
@@ -116,11 +253,87 @@ warm_public_route() {
     return 0
 }
 
+wait_for_scan_terminal_snapshot() {
+    local name="$1"
+    local url="$2"
+    local timeout="${3:-35}"
+    local attempts="${4:-8}"
+    local delay="${5:-5}"
+    local output=""
+    local body=""
+    local compact=""
+    local http_status=""
+    local status=""
+
+    for i in $(seq 1 "$attempts"); do
+        if output=$(curl -sS -w "\nhttp=%{http_code}" --max-time "$timeout" "$url" 2>&1); then
+            http_status="$(printf '%s\n' "$output" | sed -n 's/^http=//p' | tail -n 1)"
+            body="$(printf '%s\n' "$output" | sed '$d')"
+            if [ "$http_status" = "401" ]; then
+                echo "✅ $name protected after attempt $i/$attempts (http=401)"
+                return 0
+            fi
+            compact="$(printf '%s' "$body" | tr -d '\n\r\t ')"
+            if printf '%s' "$compact" | grep -q '"status":"ready"'; then
+                echo "✅ $name ready after attempt $i/$attempts"
+                return 0
+            fi
+            status="$(printf '%s' "$compact" | sed -n 's/.*"status":"\([^"]*\)".*/\1/p' | head -n 1)"
+            echo "   $name not ready attempt $i/$attempts http=${http_status:-unknown} status=${status:-unknown}"
+        else
+            echo "   $name request failed attempt $i/$attempts ($output)"
+        fi
+        if [ "$i" != "$attempts" ]; then
+            sleep "$delay"
+        fi
+    done
+
+    echo "❌ $name did not return status=ready or http=401"
+    return 1
+}
+
+validate_frontend_api_base_url() {
+    local api_base="${POLYWEATHER_API_BASE_URL:-}"
+    if [ -z "$api_base" ]; then
+        api_base="$(read_env_file_value "POLYWEATHER_API_BASE_URL")"
+    fi
+    local normalized
+    normalized="$(printf '%s' "$api_base" | tr '[:upper:]' '[:lower:]' | sed 's/[[:space:]]//g; s#/*$##')"
+    case "$normalized" in
+        http://polyweather.top|https://polyweather.top|http://www.polyweather.top|https://www.polyweather.top)
+            echo "❌ POLYWEATHER_API_BASE_URL must not point at the frontend site: $api_base"
+            echo "   Use the internal backend URL http://polyweather_web:8000 or the backend API host https://api.polyweather.top."
+            exit 1
+            ;;
+    esac
+}
+
+PUBLIC_SMOKE_RECHECK_DELAY_SEC="${POLYWEATHER_PUBLIC_SMOKE_RECHECK_DELAY_SEC:-20}"
+
+run_public_smoke_checks() {
+    local phase="${1:-initial}"
+    local failed=0
+
+    if [ "$phase" = "recheck" ]; then
+        smoke_check "healthz recheck" "https://api.polyweather.top/healthz" 20 6 10 || failed=1
+        smoke_check "frontend cities recheck" "https://polyweather.top/api/cities" 30 8 10 || failed=1
+        smoke_check "frontend recheck" "https://www.polyweather.top/" 20 6 10 || failed=1
+    else
+        smoke_check "healthz" "https://api.polyweather.top/healthz" 15 3 5 || failed=1
+        smoke_check "frontend cities" "https://polyweather.top/api/cities" 20 5 5 || failed=1
+        smoke_check "frontend" "https://www.polyweather.top/" 15 3 5 || failed=1
+    fi
+
+    return "$failed"
+}
+
+validate_frontend_api_base_url
+
 echo "Updating Redis dependency..."
-docker compose up -d polyweather_redis
+compose_up_retry "redis" -d polyweather_redis
 
 echo "Updating backend services..."
-docker compose up -d --no-deps polyweather_web polyweather
+compose_up_retry "backend services" -d --no-deps polyweather_web polyweather
 
 echo "Waiting for backend..."
 wait_for_local_service "backend healthz" "http://127.0.0.1:8000/healthz" 5 30 5 || FAILED_BACKEND=1
@@ -131,12 +344,22 @@ if [ "$FAILED_BACKEND" = "1" ]; then
     exit 1
 fi
 
+echo "Updating observation collector..."
+compose_up_retry "observation collector" -d --no-deps polyweather_collector
+
+echo "Updating cache warmer..."
+compose_up_retry "cache warmer" -d --no-deps polyweather_warmer
+
+echo "Updating training settlement worker..."
+compose_up_retry "training settlement" -d --no-deps polyweather_training_settlement
+
 echo "Updating frontend..."
-docker compose up -d --no-deps polyweather_frontend
+compose_up_retry "frontend" -d --no-deps polyweather_frontend
 
 echo "Waiting for frontend..."
 wait_for_local_service "frontend root" "http://127.0.0.1:3001/" 5 40 2 || FAILED_FRONTEND=1
 wait_for_local_service "frontend terminal" "http://127.0.0.1:3001/terminal" 10 20 2 || FAILED_FRONTEND=1
+wait_for_scan_terminal_snapshot "scan terminal snapshot" "http://127.0.0.1:3001/api/scan/terminal" 35 8 5 || FAILED_FRONTEND=1
 FAILED_FRONTEND="${FAILED_FRONTEND:-0}"
 if [ "$FAILED_FRONTEND" = "1" ]; then
     echo "❌ Frontend did not become healthy"
@@ -145,14 +368,20 @@ if [ "$FAILED_FRONTEND" = "1" ]; then
 fi
 
 warm_public_route "terminal" "https://polyweather.top/terminal" 20 4 3
+warm_public_route "scan terminal" "https://polyweather.top/api/scan/terminal" 35 3 2
 warm_public_route "auth snapshot" "https://polyweather.top/api/auth/me?prefer_snapshot=1" 10 3 2
 warm_public_route "local cities recent stats" "http://127.0.0.1:8000/api/cities?refresh_deb_recent=1" 15 2 2
 warm_public_route "cities" "https://polyweather.top/api/cities" 20 3 2
 
 FAILED=0
-smoke_check "healthz" "https://api.polyweather.top/healthz" 15 3 5 || FAILED=1
+run_public_smoke_checks || FAILED=1
-smoke_check "frontend cities" "https://polyweather.top/api/cities" 20 5 5 || FAILED=1
+
-smoke_check "frontend" "https://www.polyweather.top/" 15 3 5 || FAILED=1
+if [ "$FAILED" = "1" ]; then
+    echo "⚠️  Initial public smoke failed; retrying before rollback..."
+    sleep "$PUBLIC_SMOKE_RECHECK_DELAY_SEC"
+    FAILED=0
+    run_public_smoke_checks "recheck" || FAILED=1
+fi
 
 if [ "$FAILED" = "1" ]; then
     echo "❌ Smoke tests failed. Rolling back..."

deploy/nginx/polyweather.conf

@@ -9,6 +9,19 @@ server {
     proxy_buffers 8 16k;
     proxy_busy_buffers_size 32k;
 
+    location /api/events {
+        proxy_pass http://127.0.0.1:8000;
+        proxy_http_version 1.1;
+        proxy_buffering off;
+        proxy_cache off;
+        proxy_read_timeout 86400s;
+        proxy_set_header Connection '';
+        proxy_set_header Host $host;
+        proxy_set_header X-Real-IP $remote_addr;
+        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        proxy_set_header X-Forwarded-Proto $scheme;
+    }
+
     location / {
         proxy_pass http://127.0.0.1:3001;
         proxy_http_version 1.1;

docker-compose.yml

@@ -2,7 +2,7 @@ services:
   polyweather_redis:
     image: redis:7-alpine
     container_name: polyweather_redis
-    command: redis-server --appendonly yes --maxmemory 128mb --maxmemory-policy noeviction
+    command: redis-server --appendonly yes --maxmemory ${POLYWEATHER_REDIS_MAXMEMORY:-512mb} --maxmemory-policy noeviction
     restart: unless-stopped
     healthcheck:
       interval: 10s
@@ -28,7 +28,12 @@ services:
     env_file: &id001
     - .env
     environment:
-      TELEGRAM_AIRPORT_PUSH_INTERVAL_SEC: ${POLYWEATHER_BOT_AIRPORT_PUSH_INTERVAL_SEC:-180}
+      POLYWEATHER_REDIS_URL: ${POLYWEATHER_REDIS_URL:-redis://polyweather_redis:6379/0}
+      POLYWEATHER_COLLECTOR_PATCH_ENDPOINT: ''
+      POLYWEATHER_OBSERVATION_COLLECTOR_ENABLED: 'false'
+      POLYWEATHER_SCAN_TERMINAL_PREWARM_ENABLED: 'false'
+      POLYWEATHER_SERVICE_ROLE: bot
+      TELEGRAM_AIRPORT_PUSH_INTERVAL_SEC: ${POLYWEATHER_BOT_AIRPORT_PUSH_INTERVAL_SEC:-60}
       TELEGRAM_AIRPORT_PUSH_MAX_WORKERS: ${POLYWEATHER_BOT_AIRPORT_PUSH_MAX_WORKERS:-1}
     healthcheck:
       interval: 60s
@@ -64,12 +69,18 @@ services:
       NEXT_PUBLIC_SITE_URL: ${NEXT_PUBLIC_SITE_URL:-https://polyweather.top}
       NEXT_PUBLIC_SUPABASE_ANON_KEY: ${NEXT_PUBLIC_SUPABASE_ANON_KEY}
       NEXT_PUBLIC_SUPABASE_URL: ${NEXT_PUBLIC_SUPABASE_URL}
+      NEXT_PUBLIC_TURNSTILE_SITE_KEY: ${NEXT_PUBLIC_TURNSTILE_SITE_KEY:-}
       NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL: ${NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL:-https://polygon-bor-rpc.publicnode.com}
       NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID: ${NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID:-}
-      POLYWEATHER_API_BASE_URL: ${POLYWEATHER_API_BASE_URL:-http://polyweather_web:8000}
+      POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN: ${POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN}
+      POLYWEATHER_API_BASE_URL: http://polyweather_web:8000
       POLYWEATHER_AUTH_ENABLED: ${POLYWEATHER_AUTH_ENABLED:-true}
       POLYWEATHER_AUTH_REQUIRED: ${POLYWEATHER_AUTH_REQUIRED:-true}
       POLYWEATHER_OPS_ADMIN_EMAILS: ${POLYWEATHER_OPS_ADMIN_EMAILS:-}
+      POLYWEATHER_TURNSTILE_BYPASS: ${POLYWEATHER_TURNSTILE_BYPASS:-false}
+      POLYWEATHER_TURNSTILE_ENFORCE_ACTION: ${POLYWEATHER_TURNSTILE_ENFORCE_ACTION:-false}
+      POLYWEATHER_TURNSTILE_REQUIRE_PAYMENT_SUBMIT: ${POLYWEATHER_TURNSTILE_REQUIRE_PAYMENT_SUBMIT:-false}
+      POLYWEATHER_TURNSTILE_SECRET_KEY: ${POLYWEATHER_TURNSTILE_SECRET_KEY:-}
     healthcheck:
       interval: 30s
       retries: 3
@@ -79,7 +90,7 @@ services:
       timeout: 5s
     image: ghcr.io/yangyuan-zhen/polyweather-frontend:${IMAGE_TAG:-latest}
     ports:
-    - 3001:3000
+    - "127.0.0.1:3001:3000"
     restart: unless-stopped
   polyweather_web:
     command: python web/app.py
@@ -93,6 +104,41 @@ services:
         max-file: "3"
     container_name: polyweather_web
     env_file: *id001
+    environment:
+      POLYWEATHER_REDIS_URL: ${POLYWEATHER_REDIS_URL:-redis://polyweather_redis:6379/0}
+      POLYWEATHER_R2_ACCESS_KEY_ID: ${POLYWEATHER_R2_ACCESS_KEY_ID:-}
+      POLYWEATHER_R2_ACCOUNT_ID: ${POLYWEATHER_R2_ACCOUNT_ID:-}
+      POLYWEATHER_R2_ARCHIVE_SOURCE: ${POLYWEATHER_R2_ARCHIVE_SOURCE:-redis}
+      POLYWEATHER_R2_BUCKET: ${POLYWEATHER_R2_BUCKET:-}
+      POLYWEATHER_R2_ENDPOINT_URL: ${POLYWEATHER_R2_ENDPOINT_URL:-}
+      POLYWEATHER_R2_REGION: ${POLYWEATHER_R2_REGION:-auto}
+      POLYWEATHER_R2_SECRET_ACCESS_KEY: ${POLYWEATHER_R2_SECRET_ACCESS_KEY:-}
+      POLYWEATHER_EVENT_STORE: ${POLYWEATHER_EVENT_STORE:-redis}
+      POLYWEATHER_REDIS_REQUIRED: ${POLYWEATHER_REDIS_REQUIRED:-true}
+      POLYWEATHER_REDIS_STREAM_MAXLEN: ${POLYWEATHER_REDIS_STREAM_MAXLEN:-100000}
+      POLYWEATHER_SCAN_TERMINAL_REDIS_CACHE_ENABLED: ${POLYWEATHER_SCAN_TERMINAL_REDIS_CACHE_ENABLED:-true}
+      POLYWEATHER_COLLECTOR_PATCH_ENDPOINT: ''
+      POLYWEATHER_CITY_DETAIL_BATCH_CONCURRENCY: ${POLYWEATHER_CITY_DETAIL_BATCH_CONCURRENCY:-3}
+      POLYWEATHER_CITY_DETAIL_BATCH_GLOBAL_CONCURRENCY: ${POLYWEATHER_CITY_DETAIL_BATCH_GLOBAL_CONCURRENCY:-3}
+      POLYWEATHER_CITY_DETAIL_BATCH_QUEUE_WAIT_MS: ${POLYWEATHER_CITY_DETAIL_BATCH_QUEUE_WAIT_MS:-3000}
+      POLYWEATHER_CITY_DETAIL_BATCH_PARTIAL_TIMEOUT_MS: ${POLYWEATHER_CITY_DETAIL_BATCH_PARTIAL_TIMEOUT_MS:-8000}
+      POLYWEATHER_OBSERVATION_COLLECTOR_AMOS_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_AMOS_SEC:-60}
+      POLYWEATHER_OBSERVATION_COLLECTOR_AMSC_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_AMSC_SEC:-60}
+      POLYWEATHER_OBSERVATION_COLLECTOR_COWIN_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_COWIN_SEC:-60}
+      POLYWEATHER_OBSERVATION_COLLECTOR_ENABLED: 'false'
+      POLYWEATHER_OBSERVATION_COLLECTOR_HKO_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_HKO_SEC:-600}
+      POLYWEATHER_OBSERVATION_COLLECTOR_INITIAL_DELAY_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_INITIAL_DELAY_SEC:-5}
+      POLYWEATHER_OBSERVATION_COLLECTOR_MADIS_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_MADIS_SEC:-300}
+      POLYWEATHER_OBSERVATION_COLLECTOR_TICK_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_TICK_SEC:-30}
+      POLYWEATHER_SCAN_TERMINAL_BUILD_TIMEOUT_SEC: '30'
+      POLYWEATHER_SCAN_TERMINAL_MAX_WORKERS: ${POLYWEATHER_SCAN_TERMINAL_MAX_WORKERS:-4}
+      POLYWEATHER_SCAN_TERMINAL_PREWARM_ENABLED: ${POLYWEATHER_SCAN_TERMINAL_PREWARM_ENABLED:-false}
+      POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN: ${POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN}
+      POLYWEATHER_SERVICE_ROLE: web
+      SUPABASE_ANON_KEY: ${SUPABASE_ANON_KEY}
+      SUPABASE_SERVICE_ROLE_KEY: ${SUPABASE_SERVICE_ROLE_KEY}
+      SUPABASE_URL: ${SUPABASE_URL}
+      UVICORN_WORKERS: ${UVICORN_WORKERS:-2}
     healthcheck:
       interval: 30s
       retries: 3
@@ -104,7 +150,147 @@ services:
       timeout: 5s
     image: ghcr.io/yangyuan-zhen/polyweather-backend:${IMAGE_TAG:-latest}
     ports:
-    - 8000:8000
+    - "127.0.0.1:8000:8000"
+    restart: unless-stopped
+    ulimits:
+      nofile:
+        soft: 65535
+        hard: 65535
+    user: ${UID:-1000}:${GID:-1000}
+    volumes:
+    - ${POLYWEATHER_RUNTIME_DATA_DIR:-/var/lib/polyweather}:/var/lib/polyweather
+    - ${POLYWEATHER_RUNTIME_DATA_DIR:-/var/lib/polyweather}:/app/data
+  polyweather_collector:
+    command: python -m web.observation_collector_worker
+    container_name: polyweather_collector
+    depends_on:
+      polyweather_redis:
+        condition: service_healthy
+      polyweather_web:
+        condition: service_started
+    logging:
+      driver: "json-file"
+      options:
+        max-size: "50m"
+        max-file: "3"
+    cpus: ${POLYWEATHER_COLLECTOR_CPUS:-0.75}
+    env_file: *id001
+    environment:
+      POLYWEATHER_COLLECTOR_PATCH_ENDPOINT: ${POLYWEATHER_COLLECTOR_PATCH_ENDPOINT:-http://polyweather_web:8000/api/internal/collector-patch}
+      POLYWEATHER_OBSERVATION_COLLECTOR_AMOS_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_AMOS_SEC:-60}
+      POLYWEATHER_OBSERVATION_COLLECTOR_AMSC_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_AMSC_SEC:-60}
+      POLYWEATHER_OBSERVATION_COLLECTOR_COWIN_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_COWIN_SEC:-60}
+      POLYWEATHER_OBSERVATION_COLLECTOR_ENABLED: 'true'
+      POLYWEATHER_OBSERVATION_COLLECTOR_HKO_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_HKO_SEC:-600}
+      POLYWEATHER_OBSERVATION_COLLECTOR_INITIAL_DELAY_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_INITIAL_DELAY_SEC:-15}
+      POLYWEATHER_OBSERVATION_COLLECTOR_MADIS_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_MADIS_SEC:-300}
+      POLYWEATHER_OBSERVATION_COLLECTOR_TICK_SEC: ${POLYWEATHER_OBSERVATION_COLLECTOR_TICK_SEC:-30}
+      POLYWEATHER_OBSERVATION_COLLECTOR_CACHE_REFRESH_WORKERS: ${POLYWEATHER_OBSERVATION_COLLECTOR_CACHE_REFRESH_WORKERS:-2}
+      POLYWEATHER_REDIS_URL: ${POLYWEATHER_REDIS_URL:-redis://polyweather_redis:6379/0}
+      POLYWEATHER_SCAN_TERMINAL_PREWARM_ENABLED: 'false'
+      POLYWEATHER_SERVICE_ROLE: collector
+    healthcheck:
+      interval: 60s
+      retries: 3
+      test:
+      - CMD
+      - python
+      - -c
+      - import sqlite3; c=sqlite3.connect('/var/lib/polyweather/polyweather.db');
+        c.execute('SELECT 1'); c.close()
+      timeout: 10s
+    image: ghcr.io/yangyuan-zhen/polyweather-backend:${IMAGE_TAG:-latest}
+    mem_limit: ${POLYWEATHER_COLLECTOR_MEM_LIMIT:-768m}
+    memswap_limit: ${POLYWEATHER_COLLECTOR_MEMSWAP_LIMIT:-1g}
+    pids_limit: 256
+    restart: unless-stopped
+    user: ${UID:-1000}:${GID:-1000}
+    volumes:
+    - ${POLYWEATHER_RUNTIME_DATA_DIR:-/var/lib/polyweather}:/var/lib/polyweather
+    - ${POLYWEATHER_RUNTIME_DATA_DIR:-/var/lib/polyweather}:/app/data
+  polyweather_warmer:
+    command: python -m web.cache_warmer_worker
+    container_name: polyweather_warmer
+    depends_on:
+      polyweather_redis:
+        condition: service_healthy
+      polyweather_web:
+        condition: service_started
+    logging:
+      driver: "json-file"
+      options:
+        max-size: "50m"
+        max-file: "3"
+    cpus: ${POLYWEATHER_WARMER_CPUS:-0.75}
+    env_file: *id001
+    environment:
+      POLYWEATHER_EVENT_STORE: ${POLYWEATHER_EVENT_STORE:-redis}
+      POLYWEATHER_OBSERVATION_COLLECTOR_ENABLED: 'false'
+      POLYWEATHER_REDIS_URL: ${POLYWEATHER_REDIS_URL:-redis://polyweather_redis:6379/0}
+      POLYWEATHER_SCAN_TERMINAL_PREWARM_ENABLED: 'false'
+      POLYWEATHER_SERVICE_ROLE: warmer
+      POLYWEATHER_WARMER_CITY_BATCH_SIZE: ${POLYWEATHER_WARMER_CITY_BATCH_SIZE:-16}
+      POLYWEATHER_WARMER_CITY_INTERVAL_SEC: ${POLYWEATHER_WARMER_CITY_INTERVAL_SEC:-30}
+      POLYWEATHER_WARMER_ENABLED: ${POLYWEATHER_WARMER_ENABLED:-true}
+      POLYWEATHER_WARMER_SCAN_INTERVAL_SEC: ${POLYWEATHER_WARMER_SCAN_INTERVAL_SEC:-120}
+      POLYWEATHER_WARMER_TICK_SEC: ${POLYWEATHER_WARMER_TICK_SEC:-30}
+    healthcheck:
+      interval: 60s
+      retries: 3
+      test:
+      - CMD
+      - python
+      - -c
+      - import sqlite3; c=sqlite3.connect('/var/lib/polyweather/polyweather.db');
+        c.execute('SELECT 1'); c.close()
+      timeout: 10s
+    image: ghcr.io/yangyuan-zhen/polyweather-backend:${IMAGE_TAG:-latest}
+    mem_limit: ${POLYWEATHER_WARMER_MEM_LIMIT:-768m}
+    memswap_limit: ${POLYWEATHER_WARMER_MEMSWAP_LIMIT:-1g}
+    pids_limit: 256
+    restart: unless-stopped
+    user: ${UID:-1000}:${GID:-1000}
+    volumes:
+    - ${POLYWEATHER_RUNTIME_DATA_DIR:-/var/lib/polyweather}:/var/lib/polyweather
+    - ${POLYWEATHER_RUNTIME_DATA_DIR:-/var/lib/polyweather}:/app/data
+  polyweather_training_settlement:
+    command: python -m web.training_settlement_worker
+    container_name: polyweather_training_settlement
+    depends_on:
+      polyweather_redis:
+        condition: service_healthy
+      polyweather_web:
+        condition: service_started
+    logging:
+      driver: "json-file"
+      options:
+        max-size: "50m"
+        max-file: "3"
+    cpus: ${POLYWEATHER_TRAINING_SETTLEMENT_CPUS:-0.50}
+    env_file: *id001
+    environment:
+      POLYWEATHER_EVENT_STORE: ${POLYWEATHER_EVENT_STORE:-redis}
+      POLYWEATHER_OBSERVATION_COLLECTOR_ENABLED: 'false'
+      POLYWEATHER_REDIS_URL: ${POLYWEATHER_REDIS_URL:-redis://polyweather_redis:6379/0}
+      POLYWEATHER_SCAN_TERMINAL_PREWARM_ENABLED: 'false'
+      POLYWEATHER_SERVICE_ROLE: training_settlement
+      POLYWEATHER_TRAINING_SETTLEMENT_INITIAL_DELAY_SEC: ${POLYWEATHER_TRAINING_SETTLEMENT_INITIAL_DELAY_SEC:-60}
+      POLYWEATHER_TRAINING_SETTLEMENT_INTERVAL_SEC: ${POLYWEATHER_TRAINING_SETTLEMENT_INTERVAL_SEC:-21600}
+      POLYWEATHER_TRAINING_SETTLEMENT_LOOKBACK_DAYS: ${POLYWEATHER_TRAINING_SETTLEMENT_LOOKBACK_DAYS:-10}
+    healthcheck:
+      interval: 60s
+      retries: 3
+      test:
+      - CMD
+      - python
+      - -c
+      - import sqlite3; c=sqlite3.connect('/var/lib/polyweather/polyweather.db');
+        c.execute('SELECT 1'); c.close()
+      timeout: 10s
+    image: ghcr.io/yangyuan-zhen/polyweather-backend:${IMAGE_TAG:-latest}
+    mem_limit: ${POLYWEATHER_TRAINING_SETTLEMENT_MEM_LIMIT:-768m}
+    memswap_limit: ${POLYWEATHER_TRAINING_SETTLEMENT_MEMSWAP_LIMIT:-1g}
+    pids_limit: 256
     restart: unless-stopped
     user: ${UID:-1000}:${GID:-1000}
     volumes:

docs/AIRPORT_REALTIME_SOURCES.md

@@ -11,13 +11,13 @@
 | 香港 | CoWIN 6087 | 6087 | CoWIN (`cowin.hku.hk`) | 1 分钟 | 参考站温度（保良局陈守仁小学） | 免费 |
 | 香港 | HKO | HKO | HKO 官方 CSV (`data.weather.gov.hk`) | 10 分钟 | 官方气象站温度 | 免费 |
 | 台北 | 松山/中央气象署 | 466920 | CWA 开放数据 | 10 分钟 | 官方站点温度 | 免费 |
-| 北京 | 首都机场 | ZBAA | AMSC AWOS | 1 分钟 | 跑道端点气温 | 免费 |
+| 北京 | 首都机场 | ZBAA | AMSC AWOS | 3 分钟 | 跑道端点气温 | 免费 |
-| 上海 | 浦东机场 | ZSPD | AMSC AWOS | 1 分钟 | 跑道端点气温 | 免费 |
+| 上海 | 浦东机场 | ZSPD | AMSC AWOS | 3 分钟 | 跑道端点气温 | 免费 |
-| 广州 | 白云机场 | ZGGG | AMSC AWOS | 1 分钟 | 跑道端点气温 | 免费 |
+| 广州 | 白云机场 | ZGGG | AMSC AWOS | 3 分钟 | 跑道端点气温 | 免费 |
-| 成都 | 双流机场 | ZUUU | AMSC AWOS | 1 分钟 | 跑道端点气温 | 免费 |
+| 成都 | 双流机场 | ZUUU | AMSC AWOS | 3 分钟 | 跑道端点气温 | 免费 |
-| 重庆 | 江北机场 | ZUCK | AMSC AWOS | 1 分钟 | 跑道端点气温 | 免费 |
+| 重庆 | 江北机场 | ZUCK | AMSC AWOS | 3 分钟 | 跑道端点气温 | 免费 |
-| 武汉 | 天河机场 | ZHHH | AMSC AWOS | 1 分钟 | 跑道端点气温 | 免费 |
+| 武汉 | 天河机场 | ZHHH | AMSC AWOS | 3 分钟 | 跑道端点气温 | 免费 |
-| 青岛 | 胶东机场 | ZSQD | AMSC AWOS | 1 分钟 | 跑道端点气温 | 免费 |
+| 青岛 | 胶东机场 | ZSQD | AMSC AWOS | 3 分钟 | 跑道端点气温 | 免费 |
 | 东京 | 羽田 | RJTT | JMA AMeDAS (`jma.go.jp`) | 10 分钟 | 机场站点实时温度 | 免费 |
 | 安卡拉 | Esenboğa | 17128 | MGM (`servis.mgm.gov.tr`) | 5-15 分钟 | 机场站点实时温度 | 免费 |
 | 伊斯坦布尔 | 伊斯坦布尔机场 | 17058 | MGM (`servis.mgm.gov.tr`) | 5-15 分钟 | 机场站点实时温度 | 免费 |
@@ -56,11 +56,20 @@
 > `MID_TEMP` / `END_TEMP`。这些字段是跑道观测位置气温，不是道面温度。
 > 结算跑道展示使用配置的结算端点；辅助跑道只作为背景曲线。
 
-## 推送机制
+## 独立观测采集器
+
+- Web/API 进程启动 `observation-collector` 后台线程，按源频率独立采集，不依赖 Telegram 推送循环
+- 默认频率：AMOS 60s、AMSC AWOS 180s、MADIS HFMETAR 300s、CoWIN 60s、HKO 600s
+- 每次采集复用 `weather_sources.py` 现有 `_attach_*` 写入逻辑，负责写 `airport_obs_log` / `runway_obs_log` / 今日观测缓存，并通过 `/api/internal/collector-patch` 写 Redis Stream 或 SQLite event log 后广播 SSE
+- 采集成功后刷新对应城市 `panel` cache；前端继续使用 HTTP snapshot + SSE patch，不需要依赖 Telegram 触发更新
+- `observation_source_gate.py` 对 AMSC、AMOS、MADIS、HKO、CoWIN 做 per-source/per-city singleflight 和 SQLite cooldown，防止 Web 请求、collector 和兜底分析同时打同一个外部源
+
+## Telegram 推送机制
 
 - 每城按原生频率独立推送，不捆绑
-- 首尔/釜山 60s，其余 600s
+- 首尔/釜山 60s，中国 AMSC 城市 180s，其余 600s
 - 循环轮询 60s 以匹配最快频率
+- Telegram 推送优先读取网站侧 `full`/`panel` 城市缓存；缓存缺失时只做非强制 `panel` 分析兜底，不触发 `force_refresh_observations_only`
 - 仅当当前温度距 DEB 预测最高 ≤3°C 时推送
 - 确认过峰值后自动停止
 
@@ -69,7 +78,7 @@
 为了向用户提供接近行情盘的实况响应并降低服务器负载，系统使用 **HTTP snapshot + Server-Sent Events (SSE) Patch + 可重放事件日志** 架构。生产环境推荐 Redis Stream；本地或单进程可回退 SQLite event log。
 
 ### 1. 数据推送链路 (Data Pipeline)
-1. **Collector 采集端触发**：在 `weather_sources.py` 中，当高频实况源（如 AMOS, CoWIN, MADIS 等）采集到温度更新或观测时间变更时，会调用 `_emit_temperature_patch_if_changed` 过滤重复值，并异步向 `/api/internal/collector-patch` 发送 POST 报文。
+1. **Observation Collector 采集端触发**：`web.observation_collector_service` 按源频率调用采集层；在 `weather_sources.py` 中，当高频实况源（如 AMOS, AMSC, CoWIN, HKO, MADIS 等）采集到温度更新或观测时间变更时，会调用 `_emit_temperature_patch_if_changed` 过滤重复值，并异步向 `/api/internal/collector-patch` 发送 POST 报文。
 2. **标准化事件**：`realtime_patch_schema.py` 将旧 `city_patch` 或新 payload 统一成 `city_observation_patch.v1`。
 3. **事件存储**：生产环境写入 Redis Stream（`stream:city_observation`）并生成全局递增 `revision`；SQLite `observation_patch_events` 保留为本地/兜底 replay。
 4. **FastAPI SSE 广播**：FastAPI 后端的 `sse_router.py` 根据城市订阅集合向匹配连接推送 patch；断线重连时按 `since_revision` replay。

docs/API_ZH.md

@@ -7,7 +7,7 @@
 ## 1. 基础信息
 
 - 后端直连：`http://127.0.0.1:8000`
-- 前端 BFF：`https://polyweather-pro.vercel.app/api/*`
+- 前端 BFF：`https://polyweather.top/api/*`
 - 返回格式：`application/json`
 
 ## 2. 请求链路

docs/CITY_DATA_SOURCES.md

@@ -13,13 +13,13 @@
 | hong kong | CoWIN 6087 | ~1 min | cowin.hku.hk, 保良局陳守仁小學，前端图表默认展示 |
 | hong kong | HKO 官方 CSV | ~10 min | data.weather.gov.hk（文件名虽含 1min，实际 10min 一报） |
 | singapore | MSS 官方 API | ~1 min | api.data.gov.sg, 站号 S24 |
-| beijing | AMSC AWOS (ZBAA) | ~1 min | 中国 |
+| beijing | AMSC AWOS (ZBAA) | 3 min | 中国 |
-| shanghai | AMSC AWOS (ZSPD) | ~1 min | 中国 |
+| shanghai | AMSC AWOS (ZSPD) | 3 min | 中国 |
-| guangzhou | AMSC AWOS (ZGGG) | ~1 min | 中国 |
+| guangzhou | AMSC AWOS (ZGGG) | 3 min | 中国 |
-| chengdu | AMSC AWOS (ZUUU) | ~1 min | 中国 |
+| chengdu | AMSC AWOS (ZUUU) | 3 min | 中国 |
-| chongqing | AMSC AWOS (ZUCK) | ~1 min | 中国 |
+| chongqing | AMSC AWOS (ZUCK) | 3 min | 中国 |
-| wuhan | AMSC AWOS (ZHHH) | ~1 min | 中国 |
+| wuhan | AMSC AWOS (ZHHH) | 3 min | 中国 |
-| qingdao | AMSC AWOS (ZSQD) | ~1 min | 中国 |
+| qingdao | AMSC AWOS (ZSQD) | 3 min | 中国 |
 
 ### Tier 2 — 5 分钟高频 (MADIS)
 
@@ -123,7 +123,8 @@ ankara, istanbul, helsinki, amsterdam, paris
 
 频率取决于源头：
 
-- AMSC / AMOS / CoWIN / MSS：源头约 1 分钟，图表按 1 分钟粒度追加。
+- AMOS / CoWIN / MSS：源头约 1 分钟，图表按 1 分钟粒度追加。
+- AMSC：中国跑道观测城市按 3 分钟采集，不再强制 60 秒刷新。
 - MADIS：源头约 5 分钟。
 - HKO / CWA / JMA / FMI / KNMI：源头约 10 分钟。
 - METAR-only 城市：按 METAR 可用频率和缓存 TTL，不伪装成 1 分钟实测。

docs/CLOUDFLARE_FREE_CACHE_ZH.md

@@ -0,0 +1,205 @@
+# Cloudflare 免费版缓存配置
+
+目标：让 Cloudflare 承担公开页面、公开 API 和静态资源的重复读取，降低 VPS CPU、Next.js worker 和后端 detail-batch 压力，同时避免缓存账户、支付、反馈和实时连接。
+
+代码已通过 `Cache-Control` 与 `Cloudflare-CDN-Cache-Control` 声明 TTL。由于免费版会严格遵守源站的 `max-age=0`，稳定公开路径的 Cache Rules 额外按状态码覆盖 Edge TTL；可能返回 partial、stale 或 failed 的接口继续尊重源站缓存头。不要给所有 `/api/*` 统一启用 Cache Everything。
+
+缓存规则只允许作用于前端域名 `polyweather.top`。`api.polyweather.top` 是带服务令牌和会员校验的后端源站，必须绕过 Cloudflare 缓存，避免缓存命中绕过后端权限检查。
+
+## 已接入的免费能力
+
+- Cache Rules：仓库脚本 `scripts/configure_cloudflare_free.py` 同步公开缓存规则，`scripts/validate_frontend_cache.sh` 可检查 `CF-Cache-Status`。
+- Turnstile：登录/注册经 Supabase Auth captcha token；反馈提交和支付创建订单在 Next API Route 校验后再转发给后端。
+- R2：`scripts/archive_realtime_events_to_r2.py` 可把 Redis/SQLite 中的 SSE 事件按天归档为 JSONL，上传到 Cloudflare R2。
+
+暂不建议把 Tunnel 作为本轮替代 Nginx：当前 Nginx 还承担 TLS、回源隔离和本地 compose 端口映射，Tunnel 需要单独灰度和回滚方案。
+
+## 基础设置
+
+- `Caching > Configuration > Browser Cache TTL`：Respect Existing Headers
+- `Caching > Configuration > Development Mode`：Off
+- `Caching > Configuration > Always Online`：On
+- `Caching > Tiered Cache`：Smart Tiered Cache，若当前免费套餐控制台提供则开启
+- `Speed > Optimization > Content Optimization > Brotli`：On
+- `Speed > Optimization > Content Optimization > Early Hints`：On
+- `Network > HTTP/3 (with QUIC)`：On
+- `Network > WebSockets`：On
+- 确保 `api.polyweather.top` 与 `polyweather.top` 代理状态为 Proxied
+
+## Cache Rules
+
+按以下顺序创建。Cloudflare 同一阶段最后匹配的规则生效，因此绕过规则必须放在公开缓存规则之后。免费版规则数量有限，因此使用路径集合合并表达式。
+
+也可以使用仓库内脚本自动创建或更新规则。脚本会保留非 PolyWeather 规则，并把绕过规则放在最后。
+
+Cloudflare 新版 Token UI 中，文档里的 Cache Rules 权限通常显示为：
+
+- 权限策略资源：`指定域名` -> `polyweather.top`
+- `Cache & Performance` -> `Cache Settings` -> `Edit`
+
+为了避免 Token 还需要列出 Zone，请同时在 GitHub Secrets 配置 `CLOUDFLARE_ZONE_ID`。Zone ID 在 Cloudflare 进入 `polyweather.top` 后，右侧 API 区域或 Overview 页面可以复制。
+
+GitHub Actions 需要两个仓库 Secret：
+
+- `CLOUDFLARE_API_TOKEN`
+- `CLOUDFLARE_ZONE_ID`
+
+```powershell
+$env:CLOUDFLARE_API_TOKEN="<具有 Cache Settings Edit 权限的 token>"
+$env:CLOUDFLARE_ZONE_ID="<polyweather.top 的 Zone ID>"
+python scripts/configure_cloudflare_free.py
+python scripts/configure_cloudflare_free.py --apply
+```
+
+第一条命令只输出计划；只有带 `--apply` 才会修改 Cloudflare。
+
+部署流水线也会执行同一脚本。给 GitHub 仓库增加 `CLOUDFLARE_API_TOKEN` 和 `CLOUDFLARE_ZONE_ID` 两个 Secret 后，后续每次成功部署都会同步 Cache Rules；未配置时流水线会明确跳过，不影响主站部署。
+
+### 1. 缓存公开内容
+
+脚本会创建 5 条互不重叠的公开缓存规则。动作均为 Eligible for cache：
+
+- 静态资源：2xx Edge TTL 覆盖为 1 年。
+- 首页和公开文档页：2xx Edge TTL 覆盖为 10 分钟。
+- `/api/cities`：2xx Edge TTL 覆盖为 5 分钟。
+- 城市详情与 detail-batch：尊重源站成功、partial、stale 和错误缓存策略。
+- `/api/scan/terminal` 与 `/api/system/status`：尊重源站成功、busy、failed 和错误缓存策略。
+
+所有公开缓存规则都显式设置 Browser TTL 为 Respect origin，避免 Cloudflare 免费版默认 Browser Cache TTL 把 HTML 或数据接口改成 4 小时本地缓存。
+
+### 2. 最后绕过后端域名、动态和敏感请求
+
+动作：Bypass cache
+
+表达式：
+
+```text
+http.host eq "api.polyweather.top"
+or (http.request.method ne "GET" and http.request.method ne "HEAD")
+or starts_with(http.request.uri.path, "/api/auth/")
+or starts_with(http.request.uri.path, "/api/feedback")
+or starts_with(http.request.uri.path, "/api/events")
+or starts_with(http.request.uri.path, "/api/internal/")
+or starts_with(http.request.uri.path, "/api/ops/")
+or starts_with(http.request.uri.path, "/api/payments/")
+or starts_with(http.request.uri.path, "/account")
+or starts_with(http.request.uri.path, "/auth")
+or starts_with(http.request.uri.path, "/ops")
+or starts_with(http.request.uri.path, "/terminal")
+or http.request.uri.query contains "force_refresh=true"
+```
+
+若 Dashboard 支持请求头或 Cookie 条件，再加入：
+
+```text
+or any(http.request.headers["authorization"][*] ne "")
+or http.cookie contains "sb-"
+```
+
+## 缓存 TTL
+
+### 静态资源
+
+动作：Eligible for cache；2xx Edge TTL 覆盖为一年。
+
+表达式：
+
+```text
+http.host eq "polyweather.top"
+and (
+  starts_with(http.request.uri.path, "/_next/static/")
+  or lower(http.request.uri.path.extension) in {
+    "js" "css" "woff" "woff2" "png" "jpg" "jpeg" "webp" "avif" "svg" "ico"
+  }
+)
+```
+
+源站仍声明一年 immutable，Cloudflare Edge TTL 同样固定为一年。
+
+### 公开页面
+
+动作：Eligible for cache；2xx Edge TTL 覆盖为 10 分钟。
+
+表达式：
+
+```text
+http.host eq "polyweather.top"
+and (
+  http.request.uri.path eq "/"
+  or starts_with(http.request.uri.path, "/docs/")
+  or starts_with(http.request.uri.path, "/modern/")
+  or starts_with(http.request.uri.path, "/probabilities/")
+  or starts_with(http.request.uri.path, "/subscription-help/")
+)
+```
+
+源站 TTL：10 分钟，过期后允许后台刷新 1 小时。
+
+### 公开数据接口
+
+动作：Eligible for cache；城市列表的 2xx Edge TTL 覆盖为 5 分钟，详情、扫描和系统状态尊重源站缓存头。
+
+表达式：
+
+```text
+http.host eq "polyweather.top"
+and (
+  http.request.uri.path eq "/api/cities"
+  or http.request.uri.path eq "/api/cities/detail-batch"
+  or starts_with(http.request.uri.path, "/api/city/")
+  or http.request.uri.path eq "/api/scan/terminal"
+  or http.request.uri.path eq "/api/system/status"
+)
+```
+
+接口 TTL：
+
+- `/api/cities`：5 分钟，过期后可复用 1 小时。
+- 城市详情与 detail-batch：60 秒，过期后可复用 5 分钟。
+- `/api/scan/terminal`：5 分钟，过期后可复用 15 分钟。
+- partial、busy、timeout、stale、force refresh 和错误响应：源站为 `no-store`，详情和扫描规则不会覆盖；force refresh 由最后一条绕过规则排除。
+
+## 验证
+
+每次规则变更后连续请求同一 URL，检查响应头：
+
+```powershell
+curl.exe -sS -D - -o NUL "https://polyweather.top/api/cities"
+curl.exe -sS -D - -o NUL "https://polyweather.top/api/scan/terminal?limit=1"
+```
+
+正常命中应看到 `CF-Cache-Status: HIT` 和递增的 `Age`。首次请求通常是 `MISS`；动态或明确 `no-store` 的请求应保持 `DYNAMIC` 或 `BYPASS`。
+
+也可以用脚本：
+
+```bash
+scripts/validate_frontend_cache.sh https://polyweather.top
+REQUIRE_CF_CACHE=true scripts/validate_frontend_cache.sh https://polyweather.top
+```
+
+第二条会把缺失 `CF-Cache-Status` 或持续 `MISS` 作为失败处理，适合 Cache Rules 同步后的线上检查。
+
+## Turnstile
+
+Cloudflare 控制台创建 Turnstile site 后，配置：
+
+- GitHub Secrets：`NEXT_PUBLIC_TURNSTILE_SITE_KEY`
+- VPS / Docker `.env`：`NEXT_PUBLIC_TURNSTILE_SITE_KEY`
+- VPS / Docker `.env`：`POLYWEATHER_TURNSTILE_SECRET_KEY`
+
+`NEXT_PUBLIC_TURNSTILE_SITE_KEY` 属于前端构建期变量，改动后必须重新构建前端镜像。`POLYWEATHER_TURNSTILE_SECRET_KEY` 只在服务端使用，不要提交仓库。
+
+## R2 事件归档
+
+R2 用于冷归档，不替代 Redis Stream / SQLite 的热路径。推荐先用 dry-run 看事件量：
+
+```bash
+python scripts/archive_realtime_events_to_r2.py --source redis --date 2026-06-16 --dry-run
+python scripts/archive_realtime_events_to_r2.py --source redis --date 2026-06-16
+```
+
+对象 key 形如：
+
+```text
+sse-events/2026/06/16/city_observation_patch.redis.jsonl
+```

docs/COMMERCIALIZATION.md

@@ -20,6 +20,7 @@ PolyWeather 是面向温度结算场景的气象决策层，不是通用天气
 | 登录注册（Google + 邮箱） | 已上线 | Supabase 鉴权 |
 | 订阅套餐（Pro 月付 / 季度） | 已上线 | `29.9 USDC / 30天`；`79.9 USDC / 90天` |
 | 邀请积分 | 已上线 | 被邀请人首月 `20U`；邀请人每个有效付费邀请 `+3500` 积分 |
+| 用户增长奖励 | 已上线 | 按已验证用户里程碑，为当前有效且有 confirmed 入账记录的付费会员延长 Pro |
 | 积分抵扣 | 已上线 | `500分=1U`，最多 `3U`；邀请首月价不叠加积分抵扣 |
 | 合约支付 | 已上线 | Polygon，USDC + USDC.e |
 | 多链直转支付 | 已上线 | Ethereum 主网 USDC 直转确认 |
@@ -39,13 +40,14 @@ PolyWeather 是面向温度结算场景的气象决策层，不是通用天气
   - 概率分布层（基于 DEB 融合 + 高斯分桶）
   - 实时终端多城市图表（跑道/官方站点/DEB/概率带）
   - 历史对账 + 未来日期分析
-  - 全平台智能气象推送
+  - Telegram 缓存推送与业务频道通知
 
 ## 4. 收费与积分规则（默认）
 
 - 套餐：`pro_monthly`（29.9 USDC / 30 天）、`pro_quarterly`（79.9 USDC / 90 天）
 - 邀请首月：被邀请人首次月付 20 USDC
 - 邀请奖励：邀请人 +3500 积分，每月最多 10 个有效付费邀请
+- 用户增长奖励：600 已验证用户 `+1天`、750 `+2天`、1000 `+3天`，此后每增长 100 人 `+3天`
 - 抵扣：500 积分抵 1 USDC；月付最高抵 3 USDC，季度最高抵 8 USDC
 - 积分来源：仅通过有效付费邀请和后台人工补发，不再通过 Telegram 群发言发放
 

docs/CONFIGURATION_ZH.md

@@ -17,7 +17,7 @@ PolyWeather 的环境变量很多，但不是所有变量都属于同一层级
 3. 平台侧真实密钥  
    放在：
    - VPS / Docker `.env`
-   - Vercel Environment Variables
+   - GitHub Secrets（构建期 `NEXT_PUBLIC_*` 通过 build-arg 注入前端镜像）
    - GitHub Secrets（如需要）
 
 ## 2. 为什么要拆
@@ -66,7 +66,7 @@ PolyWeather 的环境变量很多，但不是所有变量都属于同一层级
 
 用途：
 
-- 前端本地开发与 Vercel 环境变量模板
+- 前端本地开发与容器运行时环境变量模板
 
 ## 4. 配置分级
 
@@ -112,6 +112,9 @@ PolyWeather 的环境变量很多，但不是所有变量都属于同一层级
 - `POLYWEATHER_PAYMENT_ENABLED`
 - `POLYWEATHER_PAYMENT_RPC_URLS_BY_CHAIN_JSON`
 - `POLYGON_WALLET_WATCH_ENABLED`
+- `POLYWEATHER_TURNSTILE_BYPASS`
+- `POLYWEATHER_TURNSTILE_ENFORCE_ACTION`
+- `POLYWEATHER_TURNSTILE_REQUIRE_PAYMENT_SUBMIT`
 - `TELEGRAM_ALERT_PUSH_ENABLED`
 - `TELEGRAM_MARKET_FOCUS_DIGEST_ENABLED`
 
@@ -154,6 +157,9 @@ PolyWeather 的环境变量很多，但不是所有变量都属于同一层级
 - `POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN`
 - `POLYWEATHER_DASHBOARD_ACCESS_TOKEN`
 - `NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID`
+- `POLYWEATHER_TURNSTILE_SECRET_KEY`
+- `POLYWEATHER_R2_ACCESS_KEY_ID`
+- `POLYWEATHER_R2_SECRET_ACCESS_KEY`
 
 ## 5. 推荐部署矩阵
 
@@ -165,20 +171,28 @@ PolyWeather 的环境变量很多，但不是所有变量都属于同一层级
 - 所有 secrets
 - Bot / 支付 / watcher 配置
 
-### 5.2 Vercel（前端）
+### 5.2 前端容器（Docker Compose）
 
-建议只放前端真正需要的变量：
+前端与后端一起以 Docker Compose 部署，环境变量分两类来源：
 
-- `POLYWEATHER_API_BASE_URL`
+**运行时变量**（`.env` 或 compose `environment` 块）：
-- `NEXT_PUBLIC_SUPABASE_URL`
+
-- `NEXT_PUBLIC_SUPABASE_ANON_KEY`
+- `POLYWEATHER_API_BASE_URL`（容器内使用 `http://polyweather_web:8000`）
 - `POLYWEATHER_AUTH_ENABLED`
 - `POLYWEATHER_AUTH_REQUIRED`
 - `POLYWEATHER_OPS_ADMIN_EMAILS`
 - `POLYWEATHER_DASHBOARD_ACCESS_TOKEN`
 - `POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN`
+
+**构建期变量**（GitHub Secrets → CI `build-and-push` → `frontend/Dockerfile` 的 `ARG`，改了必须重新构建镜像）：
+
+- `NEXT_PUBLIC_SUPABASE_URL`
+- `NEXT_PUBLIC_SUPABASE_ANON_KEY`
+- `NEXT_PUBLIC_SITE_URL`
 - `NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID`
 - `NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL`
+- `NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS`
+- `NEXT_PUBLIC_TURNSTILE_SITE_KEY`
 - `NEXT_PUBLIC_POLYWEATHER_APP_ANALYTICS`
 - `NEXT_PUBLIC_POLYWEATHER_WEB_VITALS`
 - `NEXT_PUBLIC_POLYWEATHER_EAGER_CITY_SUMMARIES`
@@ -188,19 +202,43 @@ PolyWeather 的环境变量很多，但不是所有变量都属于同一层级
 - `/ops` 现在是前后端双层限制：
   - 前端页面入口读取 `POLYWEATHER_OPS_ADMIN_EMAILS`
   - 后端写接口同样读取 `POLYWEATHER_OPS_ADMIN_EMAILS`
-- 因此，Vercel 和 VPS / Docker 两侧都应配置相同的管理员邮箱白名单。
+- 因此，前端容器和后端容器两侧都应配置相同的管理员邮箱白名单。
 
-不要把后端专用密钥全搬进 Vercel。
+不要把后端专用密钥全搬进前端容器。
 
 ### 5.3 GitHub Actions
 
-当前 CI 不需要大规模 secrets。
+当前 CI 已配置自动部署，需要的 secrets 见 `.github/workflows/ci.yml`：
 
-如果未来要做自动部署，再考虑：
+- `VPS_SSH_KEY` / `VPS_HOST` / `VPS_USER` / `GHCR_PAT`（SSH 部署到 VPS）
+- `CLOUDFLARE_API_TOKEN` / `CLOUDFLARE_ZONE_ID`（同步 Cloudflare Cache Rules）
+- `NEXT_PUBLIC_TURNSTILE_SITE_KEY`（构建期注入前端镜像）
+- 前端构建期 `NEXT_PUBLIC_*`（注入前端镜像）
 
-- `VERCEL_TOKEN`
+### 5.4 Cloudflare 免费能力
-- `VERCEL_ORG_ID`
+
-- `VERCEL_PROJECT_ID`
+Turnstile：
+
+- `NEXT_PUBLIC_TURNSTILE_SITE_KEY` 是浏览器可见的 site key，属于前端构建期变量；改动后需要重新构建前端镜像。
+- `POLYWEATHER_TURNSTILE_SECRET_KEY` 只放 VPS / Docker `.env`，用于 Next API Route 服务端校验。
+- `POLYWEATHER_TURNSTILE_BYPASS=true` 可在排障时临时关闭校验。
+- 支付 tx 提交默认不强制二次 Turnstile，因为 Cloudflare token 是一次性校验；订单创建已做校验。只有确认 UX 能支持二次挑战时，才设置 `POLYWEATHER_TURNSTILE_REQUIRE_PAYMENT_SUBMIT=true`。
+
+R2：
+
+- `POLYWEATHER_R2_ACCOUNT_ID`
+- `POLYWEATHER_R2_BUCKET`
+- `POLYWEATHER_R2_ACCESS_KEY_ID`
+- `POLYWEATHER_R2_SECRET_ACCESS_KEY`
+- `POLYWEATHER_R2_REGION=auto`
+- `POLYWEATHER_R2_ARCHIVE_SOURCE=redis`
+
+归档脚本只读 Redis Stream 或 SQLite，不删除热路径数据：
+
+```bash
+python scripts/archive_realtime_events_to_r2.py --date 2026-06-16 --dry-run
+python scripts/archive_realtime_events_to_r2.py --date 2026-06-16
+```
 
 ## 6. 最小部署示例
 

docs/FRONTEND_DEPLOYMENT_ZH.md

@@ -1,65 +1,97 @@
-# 前端部署配置（Vercel）
+# 前端部署配置（Docker / VPS）
 
-最后更新：`2026-05-29`
+最后更新：`2026-06-14`
 
-本文只覆盖 `frontend` 目录对应的 Next.js 前端部署。
+本文只覆盖 `frontend` 目录对应的 Next.js 前端部署。前端当前不再使用 Vercel，统一与后端一起以 Docker Compose 形式部署在同一台 VPS 上，前面挂 Cloudflare + Nginx。
 
 ## 一、部署目标
 
-推荐方案：
+当前方案：
 
-1. GitHub Actions 负责 `CI`
+1. GitHub Actions 负责 `CI`（`python-quality` + `frontend-quality`）
-2. Vercel 负责前端 `CD`
+2. `build-and-push` job 把前端构建为 Docker 镜像 `ghcr.io/yangyuan-zhen/polyweather-frontend`
-3. FastAPI 后端单独部署在 VPS / Docker 主机
+3. `deploy` job 通过 SSH 把 `deploy.sh` 推到 VPS，由 VPS 拉取新镜像并滚动更新
 
 前端本身不直接访问天气源，而是通过 Next Route Handlers 转发到后端：
 
-1. 浏览器 -> Vercel 上的 Next.js 前端
+1. 浏览器 → Cloudflare → Nginx → 前端容器（Next.js standalone）
-2. Next `/api/*` -> `POLYWEATHER_API_BASE_URL`
+2. Next `/api/*` → `POLYWEATHER_API_BASE_URL`（容器内默认 `http://polyweather_web:8000`）
-3. FastAPI 后端 -> 分析 / 支付 / 鉴权服务
+3. FastAPI 后端 → 分析 / 支付 / 鉴权服务
 
-实时图表同样走 Next Route Handler / rewrite：
+实时图表同样走 Next Route Handler：
 
-1. 浏览器 `EventSource` -> `/api/events?cities=...&since_revision=...`
+1. 浏览器 `EventSource` → `/api/events?cities=...&since_revision=...`
 2. Next 转发到 FastAPI `/api/events`
 3. FastAPI 从 Redis Stream / SQLite event log replay 后进入 live SSE
 
-## 二、Vercel 项目设置
+## 二、镜像与构建
 
-在 Vercel 导入 GitHub 仓库后，使用下面的设置：
+前端镜像定义在 `frontend/Dockerfile`，三阶段构建：
 
-- Framework Preset: `Next.js`
+- `deps`：`npm ci` 安装依赖
-- Root Directory: `frontend`
+- `builder`：通过 `ARG` 注入 `NEXT_PUBLIC_*` 变量后执行 `npm run build`，产出 standalone 产物
-- Build Command: `npm run build`
+- `runner`：只拷贝 `.next/standalone`、`.next/static`、`public`，以 `node server.js` 启动
-- Install Command: `npm ci`
 
-如果仓库已经连接过 Vercel，通常只需要确认 `Root Directory` 仍然是 `frontend`。
+`NEXT_PUBLIC_*` 变量是在 **构建期** 注入的（见 `frontend/Dockerfile` 的 `ARG` 块），CI 在 `.github/workflows/ci.yml` 的 `build-and-push` job 里从 GitHub Secrets 读取并作为 `--build-arg` 传入。修改这类变量必须重新构建镜像，仅改运行时环境无效。
 
-## 三、最小必填环境变量
+## 三、Compose 服务
 
-只部署天气看板和基础登录时，先填下面 4 项：
+前端在 `docker-compose.yml` 中对应 `polyweather_frontend` 服务：
 
-```env
+- 镜像：`ghcr.io/yangyuan-zhen/polyweather-frontend:${IMAGE_TAG:-latest}`
-POLYWEATHER_API_BASE_URL=https://<your-fastapi-host>
+- 容器内监听 `:3000`，映射到宿主 `127.0.0.1:3001`
-NEXT_PUBLIC_SUPABASE_URL=https://<your-project>.supabase.co
+- 健康检查：`wget -qO- http://$(hostname):3000`
-NEXT_PUBLIC_SUPABASE_ANON_KEY=<your-anon-key>
+- 运行时环境变量（非 `NEXT_PUBLIC_*` 的那部分）通过 compose `environment` 注入，例如：
-POLYWEATHER_AUTH_ENABLED=true
+  - `POLYWEATHER_API_BASE_URL=http://polyweather_web:8000`（容器内走后端服务名）
+  - `POLYWEATHER_AUTH_ENABLED` / `POLYWEATHER_AUTH_REQUIRED`
+  - `POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN`
+  - `POLYWEATHER_OPS_ADMIN_EMAILS`
+
+`POLYWEATHER_API_BASE_URL` **禁止** 指向前端站点自身（`polyweather.top`），否则会形成回环。`deploy.sh` 里的 `validate_frontend_api_base_url` 会在部署前拦截。容器内应使用 `http://polyweather_web:8000`。
+
+## 四、部署流程（`deploy.sh`）
+
+生产部署由 GitHub Actions 在 `main` push 时触发，关键步骤：
+
+1. SSH 登录 VPS，用 GHCR PAT 登录镜像仓库
+2. `git fetch origin main && git reset --hard origin/main` 同步仓库（含 `docker-compose.yml`）
+3. 同步 `data/city_thread_ids.json` 到运行态目录
+4. `docker compose pull` 拉取新镜像（带重试）
+5. 按顺序滚动更新：`redis` → `web` + `bot` → `collector` → `warmer` → `frontend`
+6. 每步后做本地健康检查；前端额外等待 `/terminal` 和 `/api/scan/terminal` 就绪
+7. 公网 smoke check：`https://api.polyweather.top/healthz`、`https://polyweather.top/api/cities`、`https://www.polyweather.top/`
+8. 任意一步失败自动回滚到上一个镜像 tag（记录在 `/var/lib/polyweather/.current_tag`）
+
+部署失败时优先看 `deploy.sh` 输出里哪一步打了 `❌`，并检查 `docker compose logs polyweather_frontend`。
+
+## 五、最小必填配置
+
+只部署天气看板和基础登录时，至少需要：
+
+构建期（CI Secrets，对应 `frontend/Dockerfile` 的 `ARG`）：
+
+```
+NEXT_PUBLIC_SUPABASE_URL
+NEXT_PUBLIC_SUPABASE_ANON_KEY
+NEXT_PUBLIC_SITE_URL=https://polyweather.top
 ```
 
-建议显式补：
+运行期（`.env` 或 compose `environment`）：
 
 ```env
+POLYWEATHER_API_BASE_URL=http://polyweather_web:8000
+POLYWEATHER_AUTH_ENABLED=true
 POLYWEATHER_AUTH_REQUIRED=true
+POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN=<与后端共享>
 ```
 
 说明：
 
-- `POLYWEATHER_API_BASE_URL`：前端所有 `/api/*` Route Handler 转发时依赖它，没填会直接返回 500。
+- `POLYWEATHER_API_BASE_URL`：前端所有 `/api/*` Route Handler 转发时依赖它，没填或填错会直接返回 500。
-- `NEXT_PUBLIC_SUPABASE_URL` / `NEXT_PUBLIC_SUPABASE_ANON_KEY`：Supabase 客户端依赖它们。
+- `NEXT_PUBLIC_SUPABASE_URL` / `NEXT_PUBLIC_SUPABASE_ANON_KEY`：Supabase 客户端依赖它们，构建期注入。
-- `POLYWEATHER_AUTH_ENABLED`：关闭时，前端不会启用登录能力。
+- `POLYWEATHER_AUTH_ENABLED` / `POLYWEATHER_AUTH_REQUIRED`：控制 middleware 是否强制登录。
-- `POLYWEATHER_AUTH_REQUIRED`：控制 middleware 是否强制登录。
 
-## 四、按功能启用的可选环境变量
+## 六、按功能启用的可选环境变量
 
 ### 1. 分享式看板
 
@@ -69,60 +101,45 @@ POLYWEATHER_DASHBOARD_ACCESS_TOKEN=
 
 设置后，可通过 `/?access_token=<token>` 打开带令牌的看板入口。
 
-### 2. 前后端 entitlement 校验
+### 2. 钱包支付（构建期）
 
-```env
-POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN=
 ```
-
-仅当后端开启 entitlement / 订阅校验时需要。
-
-### 3. 钱包支付
-
-```env
 NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID=
 NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL=https://polygon-bor-rpc.publicnode.com
+NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS=polyweather.top,www.polyweather.top
 ```
 
 如果不启用钱包支付，可以留空。
 
-### 4. `/ops` 管理员页面守卫
+### 3. `/ops` 管理员页面守卫
 
 ```env
 POLYWEATHER_OPS_ADMIN_EMAILS=yhrsc30@gmail.com
 ```
 
-说明：
+`/ops` 页面入口会读取管理员邮箱白名单，前端和后端容器都应配置相同的值。
 
-- `/ops` 现在不是只有后端接口限制，前端页面入口也会读取管理员邮箱白名单。
+### 4. Telegram 入口（构建期）
-- 因此前端部署到 Vercel 时，也应配置 `POLYWEATHER_OPS_ADMIN_EMAILS`。
 
-### 5. Telegram 入口
+```
-
-```env
 NEXT_PUBLIC_TELEGRAM_GROUP_URL=https://t.me/<your_group>
 NEXT_PUBLIC_TELEGRAM_BOT_URL=https://t.me/polyyuanbot
+NEXT_PUBLIC_TELEGRAM_LOGIN_BOT_USERNAME=polyyuanbot
 ```
 
 只影响按钮跳转，不影响核心页面加载。
 
-### 6. 前端观测与预热开关（推荐默认关闭）
+### 5. 前端观测与预热开关（推荐默认关闭）
 
-```env
+```
 NEXT_PUBLIC_POLYWEATHER_APP_ANALYTICS=false
 NEXT_PUBLIC_POLYWEATHER_WEB_VITALS=false
 NEXT_PUBLIC_POLYWEATHER_EAGER_CITY_SUMMARIES=false
 ```
 
-说明：
+## 七、支付配置与旧镜像治理
 
-- `NEXT_PUBLIC_POLYWEATHER_APP_ANALYTICS=false`：关闭前端自建埋点。
+支付区有一层额外防护：
-- `NEXT_PUBLIC_POLYWEATHER_WEB_VITALS=false`：关闭前端 Web Vitals 上报。
-- `NEXT_PUBLIC_POLYWEATHER_EAGER_CITY_SUMMARIES=false`：关闭首页全量城市 summary 预热，避免白白消耗 Vercel function / edge 成本。
-
-## 五、支付配置与旧部署治理
-
-支付区现在有一层额外防护：
 
 1. 用户点击支付前，前端会重新请求 `/api/payments/config`
 2. 若发现 `receiver_contract` 与页面旧状态不一致，会自动切换到最新地址
@@ -130,61 +147,19 @@ NEXT_PUBLIC_POLYWEATHER_EAGER_CITY_SUMMARIES=false
 4. 多链支付时，前端会展示后端返回的网络列表，并把用户选择的 `chain_id` 传给后端创建 intent
 5. Ethereum 主网 USDC 当前走手动直转确认，前端不会把它当成 Polygon checkout 合约支付
 
-这层防护的目的，是降低以下事故概率：
+这层防护降低以下事故概率：
 
 - 用户使用长期未刷新的旧标签页
-- 命中旧 deployment URL
 - 页面本地状态残留旧收款地址
 - 用户在钱包默认网络（例如 Ethereum）付款，但系统按 Polygon intent 查账
 
-如果你变更过支付收款地址，建议同步执行：
+如果变更过支付收款地址，由于前端镜像是构建期注入地址，需要触发一次 `main` push（或重新运行 deploy workflow）来发布新镜像；浏览器侧靠 `/api/payments/config` 的运行时校验兜底，无需等待所有用户刷新。
 
-1. 在 Vercel 对当前 production 做一次 redeploy
+## 八、不要放进前端容器的变量
-2. 删除明显过期、可能还带旧支付配置的旧 deployment
-3. 在 `Settings -> Security -> Deployment Retention Policy` 中收紧旧部署保留周期
 
-## 六、推荐的三套配置口径
+这些属于后端私密配置，不应该放到前端服务：
 
-### 1. 公开游客模式
+- `SUPABASE_SERVICE_ROLE_KEY`（除非前端 Route Handler 明确需要，且仅以非 `NEXT_PUBLIC_` 形式注入容器）
-
-```env
-POLYWEATHER_API_BASE_URL=https://api.example.com
-POLYWEATHER_AUTH_ENABLED=false
-POLYWEATHER_AUTH_REQUIRED=false
-```
-
-适合公开演示站。
-
-### 2. 正常登录模式
-
-```env
-POLYWEATHER_API_BASE_URL=https://api.example.com
-NEXT_PUBLIC_SUPABASE_URL=https://<project>.supabase.co
-NEXT_PUBLIC_SUPABASE_ANON_KEY=<anon-key>
-POLYWEATHER_AUTH_ENABLED=true
-POLYWEATHER_AUTH_REQUIRED=true
-```
-
-适合正式前端站点。
-
-### 3. 登录 + entitlement 联动
-
-```env
-POLYWEATHER_API_BASE_URL=https://api.example.com
-NEXT_PUBLIC_SUPABASE_URL=https://<project>.supabase.co
-NEXT_PUBLIC_SUPABASE_ANON_KEY=<anon-key>
-POLYWEATHER_AUTH_ENABLED=true
-POLYWEATHER_AUTH_REQUIRED=true
-POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN=<shared-token>
-```
-
-适合前后端都启用了会员/订阅保护的生产环境。
-
-## 七、不要放进 Vercel 的变量
-
-这些属于后端私密配置，不应该放到前端项目：
-
-- `SUPABASE_SERVICE_ROLE_KEY`
 - `TELEGRAM_BOT_TOKEN`
 - `POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN` 以外的后端 secret
 - 支付签名私钥 / 交易私钥 / 任何 bot 凭据
@@ -194,74 +169,55 @@ POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN=<shared-token>
 - `NEXT_PUBLIC_*` 会暴露给浏览器
 - 只有明确允许前端公开使用的值，才应加 `NEXT_PUBLIC_`
 
-## 八、上线前检查
+## 九、上线前检查
 
-Vercel 部署前至少确认：
+部署前至少确认：
 
-1. `POLYWEATHER_API_BASE_URL` 指向可访问的后端生产地址
+1. `POLYWEATHER_API_BASE_URL` 指向容器内后端服务名 `http://polyweather_web:8000`，**不是** `polyweather.top`
-2. `frontend/.env.example` 和 Vercel Project Settings 中的实际值一致
+2. CI Secrets 中的 `NEXT_PUBLIC_*` 值与预期一致（构建期注入，改了要重新构建镜像）
 3. GitHub Actions 中 `frontend-quality` 已通过
 4. 如果启用鉴权，Supabase redirect URL 已包含前端域名
 5. `GET /api/payments/config` 返回的是当前最新地址，而不是旧收款合约
-6. 如果启用了 `/ops`，确认 `POLYWEATHER_OPS_ADMIN_EMAILS` 已在 Vercel 与后端同时配置
+6. 如果启用了 `/ops`，确认 `POLYWEATHER_OPS_ADMIN_EMAILS` 已在前端与后端容器同时配置
-7. 确认 `/api/events` 没有被 CDN 缓存或压缩成普通 JSON；它必须保持 `text/event-stream`
+7. 确认 `/api/events` 没有被 Cloudflare / Nginx 缓存或压缩成普通 JSON；它必须保持 `text/event-stream`
 
-## 九、常见问题
+## 十、常见问题
 
 ### 1. 页面打开后 API 全部 500
 
-先检查：
+先检查容器内 `POLYWEATHER_API_BASE_URL` 是否指向 `http://polyweather_web:8000`，以及 `polyweather_web` 容器是否健康。
 
-```env
+### 2. 构建通过，但登录失败
-POLYWEATHER_API_BASE_URL
-```
-
-这是最常见原因。
-
-### 2. Vercel 构建通过，但登录失败
 
 先检查：
 
-- `NEXT_PUBLIC_SUPABASE_URL`
+- 构建期注入的 `NEXT_PUBLIC_SUPABASE_URL` / `NEXT_PUBLIC_SUPABASE_ANON_KEY`
-- `NEXT_PUBLIC_SUPABASE_ANON_KEY`
+- Supabase 项目里的站点 URL / redirect URL 是否包含前端域名
-- Supabase 项目里的站点 URL / redirect URL
 
 ### 3. 钱包入口显示未配置
 
-先检查：
+检查构建期 `NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID` 是否注入（前端镜像需要重新构建）。
 
-```env
+### 4. 改了 `NEXT_PUBLIC_*` 但线上没生效
-NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID
-```
 
-这是钱包连接的必需项。
+这类变量是构建期注入的。仅改 CI Secrets 不会更新已部署镜像，需要重新触发 `build-and-push` + `deploy`（即一次 `main` push，或手动重跑 deploy workflow）。
 
-## 十、Vercel 成本与节流建议
+## 十一、成本与节流建议
 
-### 1. 建议先关闭的项目级能力
+### 1. Cloudflare 缓存规则
 
-- `Web Analytics`
+前端通过 `next.config.mjs` 的 `headers()` 为静态资源（`_next/static`、图片、字体）设置 `Cache-Control: public, max-age=31536000, immutable`，并为公共页面设置 `s-maxage=600, stale-while-revalidate=3600`。CI 的 `cloudflare-cache-rules` job 会同步 Cloudflare Cache Rules（见 `scripts/configure_cloudflare_free.py`）。
-- `Speed Insights`
 
-它们对排查前端体验有价值，但在 Hobby / 低预算阶段会额外消耗数据点和边缘资源。
+### 2. Cloudflare WAF 规则
 
-### 2. 建议加的 Firewall 自定义规则
+如果发现大量 WordPress / PHP 扫描流量命中 Next.js（实际并不提供这些路径），建议在 Cloudflare WAF 中先 `Log` 再 `Deny` 这条规则：
-
-如果你的 Next.js 项目根本不提供 WordPress / PHP 路径，建议在 Vercel Firewall 里先 `Log` 再 `Deny` 这条规则：
 
 ```regex
 (^/(wp-admin|wp-includes|wp-content|wp-login|wordpress|xmlrpc\.php))|\.php($|\?)
 ```
 
-目的：
+目的：在边缘层提前拦截扫描流量，避免无效请求继续触发 Nginx、Next.js middleware 与 route handler。
 
-- 在边缘层提前拦截 WordPress / PHP 扫描流量
+### 3. SSE 路径不要进缓存
-- 避免无效请求继续触发 middleware 与 route handler
 
-### 3. 建议的上线前检查
+`/api/events` 必须保持 `text/event-stream`，Cloudflare 和 Nginx 都不应缓存或压缩它。检查 Nginx 配置（`deploy/nginx/polyweather.conf`）中对 `/api/events` 的 `proxy_buffering off`。
-
-除了功能本身，额外确认：
-
-1. `Web Analytics` 和 `Speed Insights` 是否真的关闭
-2. `NEXT_PUBLIC_POLYWEATHER_APP_ANALYTICS` / `NEXT_PUBLIC_POLYWEATHER_WEB_VITALS` / `NEXT_PUBLIC_POLYWEATHER_EAGER_CITY_SUMMARIES` 是否保持关闭
-3. Firewall 自定义规则是否已从 `Log` 切到 `Deny`

docs/OPS_ADMIN_ZH.md

@@ -6,7 +6,7 @@
 
 前端入口：
 
-- `https://polyweather-pro.vercel.app/ops`
+- `https://polyweather.top/ops`
 
 ## 2. 权限
 

docs/SUPABASE_SETUP_ZH.md

@@ -15,7 +15,7 @@
    - `https://<project-ref>.supabase.co/auth/v1/callback`
 3. `Auth -> URL Configuration` 添加：
    - 站点 URL（生产域名）
-   - 回调 URL（例如 `https://polyweather-pro.vercel.app/auth/callback`）
+   - 回调 URL（例如 `https://polyweather.top/auth/callback`）
 
 ## 3. 数据库脚本
 
@@ -45,7 +45,7 @@
 
 ## 4. 环境变量
 
-### 4.1 前端（Vercel / frontend/.env.local）
+### 4.1 前端（Docker 容器 / frontend/.env.local）
 
 ```env
 NEXT_PUBLIC_SUPABASE_URL=

docs/deep-research-report.md

@@ -7,7 +7,7 @@ PolyWeather（仓库：`yangyuan-zhen/PolyWeather`）定位为**面向温度类
 > **2026-05-29 更新**：支付 intent 已支持多链 `chain_id`，Polygon 继续承载 checkout 合约，Ethereum 主网 USDC 作为直转确认通道；终端图表继续使用 HTTP snapshot + SSE Patch + Redis Stream/SQLite replay 架构。
 ## 项目概览
 
-PolyWeather 的目标与范围在 README/README_ZH 中定义得较清楚：为温度结算市场提供气象情报（多源采集→融合→概率→对照市场报价），并提供“官方看板（Vercel 前端）+ VPS 后端 + Telegram Bot”。
+PolyWeather 的目标与范围在 README/README_ZH 中定义得较清楚：为温度结算市场提供气象情报（多源采集→融合→概率→对照市场报价），并提供“官方看板（Docker/VPS 前端）+ VPS 后端 + Telegram Bot”。
 项目主功能可归纳为五层：
 **天气层（数据源/采集）**：聚合 51 个城市的实测与预报；支持 AviationWeather METAR/TAF、韩国 AMOS 跑道级观测（首尔/釜山）、中国 AMSC AWOS 跑道端点气温、香港 CoWIN 6087 / HKO、土耳其 MGM、Open-Meteo 多模型与集合预报、美国 MADIS HFMETAR 等。机场类市场仍以 METAR / 机场主站或明确官方结算源为锚点，Wunderground 不描述为物理观测站。
 **分析层（DEB/趋势/概率/结算口径）**：
@@ -28,7 +28,7 @@ DEB（Dynamic Error Balancing）基于过去 N 天模型误差（MAE）倒数加
 从 README、Docker/Compose、入口脚本与核心模块引用关系，可以抽象出如下模块地图（按“运行时组件”与“Python 域模块”两层描述）：
 | 层级 | 目录/文件 | 角色定位 | 关键说明 |
 | ------------- | ------------------------------------------------------------------------ | ------------------------------ | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| 运行时组件 | `frontend/` | Next.js 前端（Vercel） | 前端重构报告提到 App Router、Route Handlers（BFF）、缓存策略、支付与账户中心等；Scan Terminal 已新增城市决策卡、结构化实况层、页面内存/localStorage 双层缓存、structured detail 小并发队列与完整市场桶映射。 |
+| 运行时组件 | `frontend/` | Next.js 前端（Docker / VPS） | 前端重构报告提到 App Router、Route Handlers（BFF）、缓存策略、支付与账户中心等；Scan Terminal 已新增城市决策卡、结构化实况层、页面内存/localStorage 双层缓存、structured detail 小并发队列与完整市场桶映射。 |
 | 运行时组件 | `web/app.py` + `web/core.py` + `web/routes.py` + `web/analysis_service.py` + `web/scan_terminal_service.py` | FastAPI 后端 API | 已从单文件入口拆为启动入口、核心上下文、路由层、分析服务层；Scan Terminal 侧提供 `/api/city/{name}/detail`，城市结构化分析 默认 30s 超时并支持 stream parse failure 的非流式重试。 |
 | 运行时组件 | `bot_listener.py` + `src/bot/*` | Telegram Bot | 入口 `bot_listener.py` 调 `start_bot()`，并由 `StartupCoordinator` 启动多个后台 loop。 |
 | Python 域模块 | `src/data_collection/*` | 天气采集 + 城市注册 | 采集层已拆为 `weather_sources.py` 编排层 + `open_meteo_cache.py`、`settlement_sources.py`、`metar_sources.py`、`mgm_sources.py`、`amos_station_sources.py`、`jma_amedas_sources.py`、`nws_open_meteo_sources.py`、`country_networks.py` 等。v1.7.0 已移除 NMC、pogodaiklimat、Meteoblue 数据源。 |
@@ -44,7 +44,7 @@ DEB（Dynamic Error Balancing）基于过去 N 天模型误差（MAE）倒数加
 ```mermaid
 flowchart TB
  subgraph Clients
- WEB[Next.js Frontend<br/>Vercel]
+ WEB[Next.js Frontend<br/>Docker / VPS]
  CITYCARD[Scan Terminal City Cards<br/>structured observations + probability mapping]
  TG[Telegram Bot<br/>TeleBot + Handlers]
  end

docs/operations/user-growth-history.json

@@ -0,0 +1,10 @@
+[
+  {
+    "recorded_at": "2026-06-12T23:32:49+08:00",
+    "total_registered_users": 588,
+    "verified_users": 573,
+    "ever_signed_in_users": 561,
+    "source": "supabase_auth_admin",
+    "note": "Baseline recorded before verified-user growth milestone rewards launched."
+  }
+]

docs/social/2026-06-12-growth-rewards-x-post.md

@@ -0,0 +1,32 @@
+# PolyWeather Growth Rewards
+
+PolyWeather has reached **588 registered users**.
+
+That number matters because every new user helps us improve the product: more
+feedback, more real-world usage, and more pressure to make weather observations
+faster, clearer, and more reliable for prediction-market decisions.
+
+We are introducing **PolyWeather Growth Rewards**.
+
+From now on, verified-user milestones will unlock additional Pro time for every
+active paid member:
+
+- 600 verified users: **+1 Pro day**
+- 750 verified users: **+2 Pro days**
+- 1,000 verified users: **+3 Pro days**
+- Every additional 100 verified users after 1,000: **+3 Pro days**
+
+Rewards are issued automatically to active paid members when each milestone is
+reached. Every milestone can only be claimed once.
+
+This is separate from our referral program. Referrals still reward the people
+who directly help PolyWeather grow, while Growth Rewards let all paying members
+share in the progress of the community.
+
+We currently have **588 registered users**, including **573 verified users**.
+The first Growth Reward unlocks at 600 verified users.
+
+Grow together. Earn more Pro time.
+
+https://polyweather.top
+

docs/superpowers/plans/2026-06-08-feedback-reward-account-detail.md

@@ -0,0 +1,345 @@
+# Feedback Reward Account Detail Implementation Plan
+
+> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
+
+**Goal:** Let users see which submitted feedback earned points, how many points were awarded, and the reward reason in the account page.
+
+**Architecture:** Store reward metadata directly on `user_feedback` rows so the existing feedback list API can expose the reward source without a separate ledger join. The account feedback panel renders reward state inline with each feedback item and stays silent for rows with no reward metadata.
+
+**Tech Stack:** Python SQLite `DBManager`, FastAPI feedback service, Next.js/React account components, TypeScript source-based business tests.
+
+---
+
+## File Structure
+
+- Modify `src/database/db_manager.py`: add reward columns, serialize them, and add `update_user_feedback_reward()` for future ops reward workflows.
+- Modify `tests/test_user_feedback.py`: add backend coverage for reward defaults and reward metadata round trip.
+- Modify `frontend/types/ops.ts`: add optional reward fields to `UserFeedbackEntry`.
+- Modify `frontend/components/account/AccountFeedbackPanel.tsx`: render reward labels and reasons inside each feedback row.
+- Modify `frontend/components/account/__tests__/accountFeedbackPanel.test.ts`: assert the panel handles reward display states.
+
+---
+
+### Task 1: Backend Feedback Reward Metadata
+
+**Files:**
+- Modify: `tests/test_user_feedback.py`
+- Modify: `src/database/db_manager.py`
+
+- [ ] **Step 1: Write the failing backend test**
+
+Add this test to `tests/test_user_feedback.py`:
+
+```python
+def test_user_feedback_reward_metadata_round_trip(tmp_path):
+    db = DBManager(str(tmp_path / "polyweather-feedback-reward.db"))
+
+    created = db.append_user_feedback(
+        category="data",
+        message="Hong Kong COWIN reading was stale.",
+        user_id="user-reward",
+        user_email="reward@example.com",
+    )
+
+    assert created["reward_points"] == 0
+    assert created["reward_reason"] == ""
+    assert created["reward_status"] == ""
+    assert created["rewarded_at"] is None
+
+    rewarded = db.update_user_feedback_reward(
+        created["id"],
+        points=300,
+        reason="Valid data freshness report",
+        status="granted",
+    )
+
+    assert rewarded is not None
+    assert rewarded["reward_points"] == 300
+    assert rewarded["reward_reason"] == "Valid data freshness report"
+    assert rewarded["reward_status"] == "granted"
+    assert rewarded["rewarded_at"]
+
+    row = db.list_user_feedback(
+        limit=10,
+        user_id="user-reward",
+        user_email="reward@example.com",
+    )[0]
+    assert row["id"] == created["id"]
+    assert row["reward_points"] == 300
+    assert row["reward_reason"] == "Valid data freshness report"
+    assert row["reward_status"] == "granted"
+    assert row["rewarded_at"] == rewarded["rewarded_at"]
+```
+
+- [ ] **Step 2: Run the backend test and verify it fails**
+
+Run:
+
+```powershell
+python -m pytest tests/test_user_feedback.py::test_user_feedback_reward_metadata_round_trip -q
+```
+
+Expected: failure because `reward_points` is missing or `update_user_feedback_reward` is undefined.
+
+- [ ] **Step 3: Add reward columns and serialization**
+
+In `src/database/db_manager.py`, update `user_feedback` schema and migration:
+
+```python
+reward_points INTEGER DEFAULT 0,
+reward_reason TEXT DEFAULT '',
+rewarded_at TIMESTAMP,
+reward_status TEXT DEFAULT ''
+```
+
+Add `_ensure_column()` calls for the same columns in the existing migration block.
+
+Update every feedback `SELECT` to include:
+
+```sql
+reward_points, reward_reason, rewarded_at, reward_status
+```
+
+Update `_feedback_row_to_dict()` to return:
+
+```python
+"reward_points": max(0, int(row["reward_points"] or 0)),
+"reward_reason": str(row["reward_reason"] or ""),
+"rewarded_at": row["rewarded_at"],
+"reward_status": str(row["reward_status"] or ""),
+```
+
+- [ ] **Step 4: Add reward update method**
+
+Add this method near `update_user_feedback_status()` in `src/database/db_manager.py`:
+
+```python
+def update_user_feedback_reward(
+    self,
+    feedback_id: int,
+    *,
+    points: int,
+    reason: str = "",
+    status: str = "granted",
+) -> Optional[Dict[str, Any]]:
+    safe_points = max(0, int(points or 0))
+    normalized_reason = str(reason or "").strip()[:500]
+    normalized_status = str(status or "").strip().lower()[:40]
+    if not normalized_status:
+        normalized_status = "granted" if safe_points > 0 else "skipped"
+    now = datetime.now().isoformat()
+    with self._get_connection() as conn:
+        conn.row_factory = sqlite3.Row
+        conn.execute(
+            """
+            UPDATE user_feedback
+            SET reward_points = ?,
+                reward_reason = ?,
+                reward_status = ?,
+                rewarded_at = ?,
+                updated_at = ?
+            WHERE id = ?
+            """,
+            (
+                safe_points,
+                normalized_reason,
+                normalized_status,
+                now,
+                now,
+                int(feedback_id),
+            ),
+        )
+        row = conn.execute(
+            """
+            SELECT id, category, message, source, status, contact, user_id,
+                   user_email, context_json, reward_points, reward_reason,
+                   rewarded_at, reward_status, created_at, updated_at
+            FROM user_feedback
+            WHERE id = ?
+            """,
+            (int(feedback_id),),
+        ).fetchone()
+        conn.commit()
+    return self._feedback_row_to_dict(row) if row else None
+```
+
+- [ ] **Step 5: Run backend tests**
+
+Run:
+
+```powershell
+python -m pytest tests/test_user_feedback.py -q
+```
+
+Expected: all `test_user_feedback.py` tests pass.
+
+---
+
+### Task 2: Account Feedback Reward Display
+
+**Files:**
+- Modify: `frontend/types/ops.ts`
+- Modify: `frontend/components/account/AccountFeedbackPanel.tsx`
+- Modify: `frontend/components/account/__tests__/accountFeedbackPanel.test.ts`
+
+- [ ] **Step 1: Write the failing frontend test**
+
+Extend the final assertion in `frontend/components/account/__tests__/accountFeedbackPanel.test.ts` or add a new assertion:
+
+```ts
+assert(
+  feedbackPanelSource.includes("reward_points") &&
+    feedbackPanelSource.includes("reward_reason") &&
+    feedbackPanelSource.includes("reward_status") &&
+    feedbackPanelSource.includes("formatRewardPoints") &&
+    feedbackPanelSource.includes("renderFeedbackReward") &&
+    feedbackPanelSource.includes("奖励原因"),
+  "account feedback panel must show per-feedback reward points and reward reasons",
+);
+```
+
+- [ ] **Step 2: Run the frontend business test and verify it fails**
+
+Run:
+
+```powershell
+cd frontend; npm run test:business -- accountFeedbackPanel
+```
+
+Expected: failure because the panel does not yet reference the reward fields.
+
+- [ ] **Step 3: Extend frontend type**
+
+Add optional fields to `UserFeedbackEntry` in `frontend/types/ops.ts`:
+
+```ts
+  reward_points?: number;
+  reward_reason?: string;
+  rewarded_at?: string | null;
+  reward_status?: string;
+```
+
+- [ ] **Step 4: Add account reward rendering helpers**
+
+In `AccountFeedbackPanel.tsx`, add helpers:
+
+```tsx
+function formatRewardPoints(points?: number) {
+  const value = Math.max(0, Number(points || 0));
+  return `+${value.toLocaleString()} points`;
+}
+
+function rewardStatusText(status?: string, isEn = false) {
+  const key = String(status || "").toLowerCase();
+  if (key === "pending") return isEn ? "Reward pending" : "奖励待处理";
+  if (key === "skipped") return isEn ? "No points awarded" : "未发放积分";
+  return isEn ? "Feedback reward" : "反馈奖励";
+}
+
+function renderFeedbackReward(entry: UserFeedbackEntry, isEn: boolean) {
+  const points = Math.max(0, Number(entry.reward_points || 0));
+  const rewardStatus = String(entry.reward_status || "").toLowerCase();
+  const reason = String(entry.reward_reason || "").trim();
+  if (points <= 0 && !rewardStatus && !reason) return null;
+  const granted = points > 0 || rewardStatus === "granted";
+  return (
+    <div className={`mt-2 rounded-lg border px-3 py-2 text-xs ${
+      granted
+        ? "border-amber-200 bg-amber-50 text-amber-800"
+        : "border-slate-200 bg-slate-50 text-slate-600"
+    }`}>
+      <div className="flex flex-wrap items-center justify-between gap-2">
+        <span className="font-bold">{rewardStatusText(rewardStatus, isEn)}</span>
+        {points > 0 ? <span className="font-mono font-black">{formatRewardPoints(points)}</span> : null}
+      </div>
+      {reason ? (
+        <div className="mt-1 leading-5 text-slate-600">
+          {isEn ? "Reason" : "奖励原因"}: {reason}
+        </div>
+      ) : null}
+      {entry.rewarded_at ? (
+        <div className="mt-1 font-mono text-[11px] text-slate-400">
+          {compactDate(entry.rewarded_at)}
+        </div>
+      ) : null}
+    </div>
+  );
+}
+```
+
+- [ ] **Step 5: Render reward detail in each feedback row**
+
+Inside each feedback row, after the feedback message paragraph, add:
+
+```tsx
+{renderFeedbackReward(entry, isEn)}
+```
+
+- [ ] **Step 6: Run frontend business test**
+
+Run:
+
+```powershell
+cd frontend; npm run test:business -- accountFeedbackPanel
+```
+
+Expected: `accountFeedbackPanel` passes.
+
+---
+
+### Task 3: Verification and Commit
+
+**Files:**
+- Verify all touched files.
+
+- [ ] **Step 1: Run targeted backend verification**
+
+Run:
+
+```powershell
+python -m pytest tests/test_user_feedback.py -q
+```
+
+Expected: all tests pass.
+
+- [ ] **Step 2: Run targeted frontend verification**
+
+Run:
+
+```powershell
+cd frontend; npm run test:business -- accountFeedbackPanel
+```
+
+Expected: `accountFeedbackPanel` test passes.
+
+- [ ] **Step 3: Run broader low-cost verification**
+
+Run:
+
+```powershell
+python -m ruff check .
+cd frontend; npm run typecheck
+```
+
+Expected: both commands pass.
+
+- [ ] **Step 4: Check status and commit**
+
+Run:
+
+```powershell
+git status --short
+git diff --check
+git add docs/superpowers/plans/2026-06-08-feedback-reward-account-detail.md tests/test_user_feedback.py src/database/db_manager.py frontend/types/ops.ts frontend/components/account/AccountFeedbackPanel.tsx frontend/components/account/__tests__/accountFeedbackPanel.test.ts
+git commit -m "Show feedback reward details in account"
+```
+
+Expected: commit succeeds with only planned files staged.
+
+---
+
+## Self-Review
+
+- Spec coverage: reward metadata fields, existing API payload, account inline display, missing metadata fallback, and future ops reuse are covered.
+- Scope control: the plan does not implement automatic reward issuance or external notifications.
+- Type consistency: frontend fields use `reward_points`, `reward_reason`, `rewarded_at`, and `reward_status`, matching backend serialization.

docs/superpowers/plans/2026-06-12-growth-milestone-pro-rewards.md

@@ -0,0 +1,68 @@
+# Growth Milestone Pro Rewards Implementation Plan
+
+> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
+
+**Goal:** Automatically extend active paid Pro memberships when verified-user growth milestones are reached.
+
+**Architecture:** A low-frequency Bot-owned loop reads Supabase Auth and payment data, stores daily growth history in SQLite, and grants idempotent milestone-specific bonus subscriptions. SQLite settlement and payout records prevent duplicate processing and support retries.
+
+**Tech Stack:** Python, SQLite, Supabase REST/Auth Admin API, Telegram Bot runtime, pytest
+
+---
+
+### Task 1: Define milestone and eligibility policy
+
+**Files:**
+- Create: `src/bot/growth_milestone_reward_loop.py`
+- Test: `tests/test_growth_milestone_reward_loop.py`
+
+- [ ] Write failing tests for the 600/750/1000/100-step milestone schedule and paid-member eligibility intersection.
+- [ ] Run `python -m pytest tests/test_growth_milestone_reward_loop.py -q` and confirm failure because the module is missing.
+- [ ] Implement pure policy helpers and Supabase query helpers.
+- [ ] Re-run the focused tests and confirm they pass.
+
+### Task 2: Persist history and settlement state
+
+**Files:**
+- Modify: `src/database/db_manager.py`
+- Test: `tests/test_growth_milestone_reward_loop.py`
+
+- [ ] Write failing tests for daily snapshot upsert, payout idempotency, and milestone settlement.
+- [ ] Run the focused tests and confirm the new DB methods are missing.
+- [ ] Add `user_growth_snapshots`, `growth_milestone_runs`, and `growth_milestone_payouts`.
+- [ ] Re-run the focused tests and confirm they pass.
+
+### Task 3: Run and announce automatic settlement
+
+**Files:**
+- Modify: `src/bot/growth_milestone_reward_loop.py`
+- Modify: `src/bot/runtime_coordinator.py`
+- Modify: `src/utils/config_validation.py`
+- Modify: `.env.example`
+- Test: `tests/test_growth_milestone_reward_loop.py`
+- Test: `tests/test_bot_runtime_coordinator.py`
+
+- [ ] Write failing tests for idempotent bonus grants and runtime-loop registration.
+- [ ] Run focused tests and confirm the expected failures.
+- [ ] Implement the settlement loop, retry behavior, and bilingual announcement.
+- [ ] Re-run focused tests and confirm they pass.
+
+### Task 4: Record baseline and publishable announcement
+
+**Files:**
+- Create: `docs/operations/user-growth-history.json`
+- Create: `docs/social/2026-06-12-growth-rewards-x-post.md`
+- Create: `docs/social/assets/polyweather-588-growth-rewards.png`
+
+- [ ] Record the verified 2026-06-12 baseline.
+- [ ] Write the English X announcement with accurate total-user and verified-user wording.
+- [ ] Save the generated social image in the repository.
+
+### Task 5: Verify and deploy
+
+- [ ] Run focused backend tests.
+- [ ] Run `python -m ruff check src/bot/growth_milestone_reward_loop.py src/bot/runtime_coordinator.py src/database/db_manager.py tests/test_growth_milestone_reward_loop.py tests/test_bot_runtime_coordinator.py`.
+- [ ] Run the broader relevant test suite.
+- [ ] Commit and push to `main`.
+- [ ] Check GitHub Actions and production health.
+

docs/superpowers/plans/2026-06-23-deb-training-settlement-worker.md

@@ -0,0 +1,138 @@
+# DEB Training Settlement Worker Implementation Plan
+
+> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
+
+**Goal:** Restore automatic DEB training data freshness after the realtime collector/canonical-cache split.
+
+**Architecture:** Add a dedicated low-frequency training settlement service that runs city analysis for forecast/DEB snapshots and reconciles recent settled actual highs. Keep it separate from the high-frequency observation collector so user-facing realtime updates stay light.
+
+**Tech Stack:** Python, FastAPI service modules, Docker Compose, pytest, existing `update_daily_record()` and `reconcile_recent_actual_highs()` paths.
+
+---
+
+### Task 1: Training Settlement Service
+
+**Files:**
+- Create: `web/training_settlement_service.py`
+- Create: `tests/test_training_settlement_service.py`
+
+- [ ] **Step 1: Write the failing service test**
+
+```python
+def test_training_settlement_cycle_runs_analysis_and_reconciles_supported_cities():
+    calls = {"analysis": [], "reconcile": []}
+
+    def analysis_runner(city):
+        calls["analysis"].append(city)
+        return {"city": city, "deb": {"prediction": 31.2}}
+
+    def reconciler(city, *, lookback_days):
+        calls["reconcile"].append((city, lookback_days))
+        return {"ok": True, "updated": 1}
+
+    result = run_training_settlement_cycle(
+        city_registry={
+            "shanghai": {"icao": "ZSSS", "settlement_source": "metar"},
+            "legacy": {"settlement_source": "wunderground"},
+        },
+        analysis_runner=analysis_runner,
+        actual_reconciler=reconciler,
+        lookback_days=9,
+    )
+
+    assert result["ok"] is True
+    assert result["processed"] == 1
+    assert calls["analysis"] == ["shanghai"]
+    assert calls["reconcile"] == [("shanghai", 9)]
+```
+
+- [ ] **Step 2: Run the test to verify it fails**
+
+Run: `python -m pytest tests/test_training_settlement_service.py::test_training_settlement_cycle_runs_analysis_and_reconciles_supported_cities -q`
+
+Expected: FAIL because `web.training_settlement_service` does not exist.
+
+- [ ] **Step 3: Implement the service**
+
+Create `run_training_settlement_cycle()` with injectable `city_registry`, `analysis_runner`, and `actual_reconciler`. Default analysis runner calls `web.analysis_service._analyze(city, force_refresh=False, detail_mode="panel")`; default reconciler calls `src.analysis.deb_algorithm.reconcile_recent_actual_highs()`.
+
+- [ ] **Step 4: Run the test to verify it passes**
+
+Run: `python -m pytest tests/test_training_settlement_service.py -q`
+
+Expected: PASS.
+
+### Task 2: Worker Entrypoint And Compose
+
+**Files:**
+- Create: `web/training_settlement_worker.py`
+- Modify: `docker-compose.yml`
+- Modify: `tests/test_deployment_runtime_config.py`
+
+- [ ] **Step 1: Write failing deployment tests**
+
+Assert the compose file contains `polyweather_training_settlement`, command `python -m web.training_settlement_worker`, role `training_settlement`, and conservative interval/lookback environment variables.
+
+- [ ] **Step 2: Run the deployment test to verify it fails**
+
+Run: `python -m pytest tests/test_deployment_runtime_config.py::test_runtime_compose_splits_realtime_workers -q`
+
+Expected: FAIL because the worker service is absent.
+
+- [ ] **Step 3: Implement worker and compose service**
+
+The worker loops `run_training_settlement_cycle()` every `POLYWEATHER_TRAINING_SETTLEMENT_INTERVAL_SEC` seconds, with initial delay and lookback from environment.
+
+- [ ] **Step 4: Run focused tests**
+
+Run: `python -m pytest tests/test_training_settlement_service.py tests/test_deployment_runtime_config.py -q`
+
+Expected: PASS.
+
+### Task 3: Stale Monitoring
+
+**Files:**
+- Modify: `web/diagnostics/health.py`
+- Modify: `web/services/system_api.py`
+- Modify: `tests/test_web_observability.py`
+
+- [ ] **Step 1: Write failing observability tests**
+
+Assert system status training summaries include `stale_days` for daily/truth/features, and Prometheus exports stale gauges for training data.
+
+- [ ] **Step 2: Run focused observability tests to verify failure**
+
+Run: `python -m pytest tests/test_web_observability.py::test_system_status_includes_training_data tests/test_web_observability.py::test_metrics_endpoint_returns_prometheus_payload_for_ops_admin -q`
+
+Expected: FAIL because stale fields/gauges are absent.
+
+- [ ] **Step 3: Implement stale summary and gauges**
+
+Add date-diff calculation against UTC today. Export `polyweather_daily_records_stale_days`, `polyweather_truth_records_stale_days`, `polyweather_training_features_stale_days`, and `polyweather_training_data_stale`.
+
+- [ ] **Step 4: Run focused observability tests**
+
+Run: `python -m pytest tests/test_web_observability.py::test_system_status_includes_training_data tests/test_web_observability.py::test_metrics_endpoint_returns_prometheus_payload_for_ops_admin -q`
+
+Expected: PASS.
+
+### Task 4: Verification And Backfill
+
+**Files:**
+- Optional create: `scripts/backfill_training_settlement.py`
+
+- [ ] **Step 1: Run backend checks**
+
+Run: `python -m ruff check .`
+
+Run: `python -m pytest tests/test_training_settlement_service.py tests/test_deployment_runtime_config.py tests/test_web_observability.py -q`
+
+- [ ] **Step 2: Run local one-shot cycle**
+
+Run: `python -m web.training_settlement_worker --once --lookback-days 10 --cities shanghai`
+
+Expected: JSON-like log output with `ok=True`; local DB should get a fresh row for the current local target date if analysis succeeds.
+
+- [ ] **Step 3: Production note**
+
+Missed forecast snapshots from 2026-06-15 to 2026-06-22 cannot be reconstructed honestly unless archived city analysis payloads exist. The worker restores forward automatic samples; actual-high truth can still be reconciled for supported settlement sources.

docs/superpowers/specs/2026-06-08-feedback-reward-account-detail-design.md

@@ -0,0 +1,124 @@
+# Feedback Reward Account Detail Design
+
+## Goal
+
+Show users which submitted feedback earned points, how many points were awarded, and why.
+
+The first implementation focuses on account-page visibility. The later ops workflow for automatic reward issuance should reuse the same fields and display contract.
+
+## Current Context
+
+- `user_feedback` already stores each submitted feedback item with `status`, `message`, `user_id`, `user_email`, timestamps, and context JSON.
+- `/api/feedback` already returns the current user's feedback list.
+- `AccountFeedbackPanel` already renders the current user's feedback in the account page.
+- Current points balance is shown through `/api/auth/me`, but account UI has no per-feedback reward source detail.
+- Existing points grant helpers update `users.points`; feedback-specific rewards are not yet linked back to a feedback row.
+
+## Scope
+
+In scope:
+
+- Add feedback reward metadata to feedback rows.
+- Return reward metadata through the existing current-user feedback API.
+- Display feedback reward details in the account page next to the matching feedback item.
+- Keep the data contract ready for future ops automation: a processed feedback item can carry reward points and a human-readable reason.
+
+Out of scope for this phase:
+
+- Building the ops action that decides and grants points.
+- Sending push/email/Telegram notifications after ops processing.
+- Rebuilding a general points ledger for all point sources.
+- Merging historical Supabase referral ledger entries into the account page.
+
+## Data Model
+
+Extend `user_feedback` with nullable columns:
+
+- `reward_points INTEGER DEFAULT 0`
+- `reward_reason TEXT DEFAULT ''`
+- `rewarded_at TIMESTAMP`
+- `reward_status TEXT DEFAULT ''`
+
+Recommended `reward_status` values:
+
+- empty string: no reward decision recorded
+- `granted`: points were awarded for this feedback
+- `skipped`: reviewed but no points awarded
+- `pending`: reward decision is queued or awaiting processing
+
+The display should treat `reward_points > 0` as the strongest signal that the user earned points.
+
+## API Contract
+
+`DBManager._feedback_row_to_dict()` should include:
+
+- `reward_points`
+- `reward_reason`
+- `rewarded_at`
+- `reward_status`
+
+`GET /api/feedback` should continue using the same response shape:
+
+```json
+{
+  "feedback": [
+    {
+      "id": 123,
+      "status": "resolved",
+      "message": "Hong Kong COWIN reading looked stale",
+      "reward_points": 300,
+      "reward_reason": "Valid data freshness report",
+      "rewarded_at": "2026-06-08T12:00:00",
+      "reward_status": "granted"
+    }
+  ]
+}
+```
+
+The frontend proxy does not need a new route if it transparently forwards the existing payload.
+
+## Account UI
+
+`AccountFeedbackPanel` should show reward detail inside each feedback row:
+
+- Granted reward: `+300 points` plus reward reason.
+- Skipped reward: a muted note that no points were awarded, with reason if available.
+- Pending reward: a small pending label.
+- No reward metadata: render nothing extra to avoid noise.
+
+The account page should remain dense and scannable. Reward content belongs inside the existing feedback row, not in a separate marketing-style card.
+
+## Future Ops Workflow
+
+The later feedback-processing feature can use a single backend operation:
+
+1. Update feedback status.
+2. Grant points to the matching user.
+3. Write `reward_points`, `reward_reason`, `rewarded_at`, and `reward_status = granted` back to the same feedback row.
+
+If the grant fails, the operation should not mark the feedback as granted. It should either keep `reward_status = pending` or return a clear ops error.
+
+## Error Handling
+
+- Missing reward fields should default to zero or empty strings in API responses.
+- If old SQLite databases do not have the new columns, `DBManager` migration should add them with `_ensure_column`.
+- Account UI should tolerate partial payloads without crashing.
+- Reward reason should be bounded in storage and display to avoid oversized rows.
+
+## Testing
+
+Backend tests:
+
+- Existing feedback rows serialize reward fields with defaults.
+- Updating reward metadata for a feedback row returns the fields in `/api/feedback`.
+- Old rows without rewards still list normally.
+
+Frontend tests:
+
+- Account feedback panel displays `+N points` and reason for rewarded feedback.
+- Skipped and pending reward states render without implying points were granted.
+- Rows without reward metadata do not show an empty reward block.
+
+## Rollout
+
+This is a backward-compatible schema and UI change. Existing feedback rows keep working with empty reward metadata. The account page can ship before the ops reward action; it will simply show reward details once rows carry those fields.

docs/superpowers/specs/2026-06-12-growth-milestone-pro-rewards-design.md

@@ -0,0 +1,51 @@
+# Growth Milestone Pro Rewards Design
+
+## Goal
+
+Reward active paid Pro members with additional membership time when PolyWeather
+reaches verified-user growth milestones.
+
+## Confirmed Rules
+
+- Growth is measured using verified Supabase Auth users.
+- The historical launch baseline is:
+  - 588 total registered users
+  - 573 verified users
+  - recorded on 2026-06-12
+- Milestones and rewards:
+  - 600 verified users: +1 Pro day
+  - 750 verified users: +2 Pro days
+  - 1000 verified users: +3 Pro days
+  - every additional 100 verified users after 1000: +3 Pro days
+- Each milestone settles at most once.
+- Only users who currently have active membership access and have at least one
+  confirmed real payment are eligible.
+- Trial-only, manual-grant-only, and reward-only users are excluded.
+
+## Architecture
+
+The Telegram Bot process already acts as the single background-job owner. A new
+growth milestone loop runs there on a low-frequency interval. It reads verified
+Auth-user counts, writes one daily growth snapshot, checks unsettled milestones,
+selects eligible paid members, and grants an append-only bonus subscription
+window.
+
+SQLite stores daily snapshots, milestone settlement summaries, and per-user
+payout records. Supabase stores the actual bonus subscription. The bonus source
+contains the milestone number so a retry can detect an already-issued reward.
+
+## Failure Handling
+
+- Supabase read failures do not advance or settle a milestone.
+- Successful user payouts are recorded individually.
+- Failed payouts are retried on the next loop run.
+- A milestone is marked settled only when all eligible payouts succeed.
+- Bonus subscription writes use a milestone-specific source as an additional
+  idempotency guard.
+
+## Notification
+
+After a milestone settles, the Bot posts one concise bilingual group
+announcement when announcements are enabled. It includes the milestone, reward
+days, and rewarded member count.
+

extension/README.md

@@ -43,7 +43,7 @@
 
 首次建议打开扩展"选项页"并确认：
 
-- `网站基础地址`：你的前端域名（例如 `https://polyweather-pro.vercel.app`）
+- `网站基础地址`：你的前端域名（例如 `https://polyweather.top`）
 - `API 基础地址`：你的后端 API 域名（若同域也可填前端域名）
 - `Bearer Token`：后端开启鉴权时填写
 

extension/options.html

@@ -12,12 +12,12 @@
 
       <label class="field">
         <span id="siteBaseLabel">Site Base URL</span>
-        <input id="siteBaseInput" type="text" placeholder="https://polyweather-pro.vercel.app" />
+        <input id="siteBaseInput" type="text" placeholder="https://polyweather.top" />
       </label>
 
       <label class="field">
         <span id="apiBaseLabel">API Base URL</span>
-        <input id="apiBaseInput" type="text" placeholder="https://polyweather-pro.vercel.app" />
+        <input id="apiBaseInput" type="text" placeholder="https://polyweather.top" />
       </label>
 
       <label class="field">

extension/options.js

@@ -1,6 +1,6 @@
 const DEFAULT_CONFIG = {
-  apiBase: "https://polyweather-pro.vercel.app",
+  apiBase: "https://polyweather.top",
-  siteBase: "https://polyweather-pro.vercel.app",
+  siteBase: "https://polyweather.top",
   authToken: "",
   selectedCity: ""
 };

extension/sidepanel.js

@@ -1,8 +1,8 @@
 const DEFAULT_CONFIG = {
-  apiBase: "https://polyweather-pro.vercel.app",
+  apiBase: "https://polyweather.top",
   authToken: "",
   selectedCity: "",
-  siteBase: "https://polyweather-pro.vercel.app"
+  siteBase: "https://polyweather.top"
 };
 const CACHE_VERSION = "v3";
 const locale = String(navigator.language || "en").toLowerCase().startsWith("zh")

frontend/.dockerignore

@@ -0,0 +1,12 @@
+.git
+.next
+node_modules
+
+.env
+.env.local
+.env.production
+.env.*
+!.env.example
+
+*.log
+*.tsbuildinfo

frontend/.env.example

@@ -38,6 +38,9 @@ POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN=
 NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID=
 NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL=https://polygon-bor-rpc.publicnode.com
 NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS=polyweather.top,www.polyweather.top
+NEXT_PUBLIC_TURNSTILE_SITE_KEY=
+POLYWEATHER_TURNSTILE_SECRET_KEY=
+POLYWEATHER_TURNSTILE_BYPASS=false
 POLYWEATHER_OPS_ADMIN_EMAILS=yhrsc30@gmail.com
 NEXT_PUBLIC_TELEGRAM_GROUP_URL=https://t.me/your_group
 NEXT_PUBLIC_TELEGRAM_BOT_URL=https://t.me/polyyuanbot

frontend/.env.local

@@ -1,52 +0,0 @@
-# PolyWeather 前端最小配置（本地 / Vercel）
-# 只部署天气看板时，先填下面 4 项即可。
-
-# 必填：后端 FastAPI 基础地址
-# 默认供 Next.js API Route 在服务端代理后端使用。
-POLYWEATHER_API_BASE_URL=http://127.0.0.1:8000
-
-# 可选：浏览器直连后端 FastAPI 基础地址。
-# 在 Vercel 免费额度下建议配置为 VPS HTTPS 域名，让 AI / METAR / scan 等
-# 长耗时请求绕过 Vercel Functions / Fluid Compute。
-# 例如：https://api.example.com
-# 本地开发时注释掉，让 Next.js API Route 代理请求，避免 CORS 问题
-# NEXT_PUBLIC_POLYWEATHER_API_BASE_URL=http://38.54.27.70:8080
-
-# 必填：Supabase 前端公钥（鉴权开启时必须）
-NEXT_PUBLIC_SUPABASE_URL=https://bttgfgupldyowkdhriqb.supabase.co
-NEXT_PUBLIC_SUPABASE_ANON_KEY=sb_publishable_1z0DR7nZ1Juf_HGTASA8WA_uxcHJnby
-
-# 必填：生产环境站点 URL（OAuth 回调强制使用此域名）
-# 设置后，所有登录回调将始终跳转到此域名，而非当前浏览器地址。
-# 生产环境必须设为 https://polyweather.top
-NEXT_PUBLIC_SITE_URL=https://polyweather.top
-
-# 常用：前端鉴权开关
-# true: 启用 Supabase 登录
-# false: 关闭登录能力，访客模式
-POLYWEATHER_AUTH_ENABLED=true
-
-# 常用：是否强制登录
-# true: middleware 强制登录后才能访问主页面
-# false: 登录可选，访客可浏览
-POLYWEATHER_AUTH_REQUIRED=true
-
-# 关闭本地开发鉴权绕过
-NEXT_PUBLIC_POLYWEATHER_LOCAL_FULL_ACCESS=false
-
-# 可选：分享式看板访问令牌
-# 设置后，可通过 /?access_token=<token> 打开受保护看板
-POLYWEATHER_DASHBOARD_ACCESS_TOKEN=
-
-# 可选：前端 API Route 转发到后端时附带的共享令牌
-# 仅当后端启用了 entitlement / 订阅校验时需要
-POLYWEATHER_BACKEND_ENTITLEMENT_TOKEN=
-
-# 可选：钱包支付 / Telegram 入口
-NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID=8ce6332b57a42e606cf28224e82d1e02
-NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL=https://polygon-bor-rpc.publicnode.com
-NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS=polyweather.top,www.polyweather.top
-POLYWEATHER_OPS_ADMIN_EMAILS=yhrsc30@gmail.com
-NEXT_PUBLIC_TELEGRAM_GROUP_URL=https://t.me/your_group
-NEXT_PUBLIC_TELEGRAM_BOT_URL=https://t.me/polyyuanbot
-NEXT_PUBLIC_TELEGRAM_LOGIN_BOT_USERNAME=polyyuanbot

frontend/.env.production

@@ -1,8 +0,0 @@
-NEXT_PUBLIC_SUPABASE_URL=https://bttgfgupldyowkdhriqb.supabase.co
-NEXT_PUBLIC_SUPABASE_ANON_KEY=sb_publishable_1z0DR7nZ1Juf_HGTASA8WA_uxcHJnby
-NEXT_PUBLIC_SITE_URL=https://polyweather.top
-NEXT_PUBLIC_POLYWEATHER_API_BASE_URL=https://api.polyweather.top
-NEXT_PUBLIC_POLYWEATHER_LOCAL_FULL_ACCESS=false
-NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS=polyweather.top,www.polyweather.top
-NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID=8ce6332b57a42e606cf28224e82d1e02
-NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL=https://polygon-bor-rpc.publicnode.com

frontend/.gitignore

@@ -1 +1,6 @@
 .vercel
+.env
+.env.local
+.env.production
+.env.*
+!.env.example

frontend/Dockerfile

@@ -14,6 +14,7 @@ ARG NEXT_PUBLIC_POLYWEATHER_LOCAL_FULL_ACCESS
 ARG NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID
 ARG NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL
 ARG NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS
+ARG NEXT_PUBLIC_TURNSTILE_SITE_KEY
 
 ENV NEXT_PUBLIC_SUPABASE_URL=$NEXT_PUBLIC_SUPABASE_URL
 ENV NEXT_PUBLIC_SUPABASE_ANON_KEY=$NEXT_PUBLIC_SUPABASE_ANON_KEY
@@ -23,6 +24,7 @@ ENV NEXT_PUBLIC_POLYWEATHER_LOCAL_FULL_ACCESS=$NEXT_PUBLIC_POLYWEATHER_LOCAL_FUL
 ENV NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID=$NEXT_PUBLIC_WALLETCONNECT_PROJECT_ID
 ENV NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL=$NEXT_PUBLIC_WALLETCONNECT_POLYGON_RPC_URL
 ENV NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS=$NEXT_PUBLIC_PAYMENT_ALLOWED_HOSTS
+ENV NEXT_PUBLIC_TURNSTILE_SITE_KEY=$NEXT_PUBLIC_TURNSTILE_SITE_KEY
 
 WORKDIR /app/frontend
 COPY --from=deps /app/frontend/node_modules ./node_modules

frontend/README.md

@@ -9,7 +9,7 @@ PolyWeather Pro 的生产前端工程。
 
 - Next.js App Router
 - React + Tailwind
-- Leaflet + Recharts
+- 自研温度图表 + Recharts 运营图表
 - Supabase Auth
 - WalletConnect + 浏览器 EVM 钱包
 
@@ -21,30 +21,19 @@ PolyWeather Pro 的生产前端工程。
 
 ## 当前前端能力
 
-- 主站 Dashboard 支持地图、城市详情、今日日内分析和账户中心
+- 主站为实时天气决策台，包含 `天气决策 / 训练数据 / 使用指南` 三个主入口
-- `/docs` 已提供公开双语产品文档中心，解释日内分析、校准概率、模型栈、TAF 和结算来源
+- `/docs` 提供公开双语产品文档中心，当前保留简介、图表阅读、实时数据频率、结算站点和浏览器插件说明
+- 天气决策台支持 1x1 到 3x3 图表槽位，可按区域、搜索和城市选择进行多城市巡检
 - 终端图表默认展示全天，可切换高温窗口；所有横轴与 tooltip 时间按城市当地时间渲染
-- 可见终端图表通过 SSE patch 无痛增量刷新，后台切回前台时主动补齐最新 detail，不用 loading 遮罩覆盖已有曲线
+- 可见终端图表通过 SSE patch 增量刷新，后台切回前台时主动补齐最新 detail，不用 loading 遮罩覆盖已有曲线
 - AMSC/AMOS 跑道城市默认展示结算跑道曲线并高亮，辅助跑道弱化展示；单跑道机场不重复展示聚合线
 - 香港默认展示 CoWIN 6087 参考站 1 分钟曲线，并保留 HKO 10 分钟官方气象层
 - legacy 高斯概率在图表上展示为概率温度带和 `mu` 参考线，不作为时间序列曲线
-- 今日日内分析支持：
+- 使用指南内置图表阅读顺序、图层含义、常用操作和默认可见性规则
-  - `锚点状态`
-  - `当前节奏`
-  - `校准模型概率`
-  - `模型区间与分歧`
-  - `专业气象结论条`
-  - `气象证据链 / 失效条件 / 确认条件`
-  - 非香港机场城市的 `TAF` 时段提示与走势图联动
 - `/ops` 已支持桌面表格 + 手机端卡片化视图
-- 点击城市图标后会显示地图顶部同步提醒与详情面板内同步徽标，避免用户误判为卡住
+- 城市 detail 自动识别稀疏缓存并主动刷新，避免误把残缺 detail 当作完整结果
-- 城市详情会自动识别“单模型 / 单日”的稀疏缓存并主动刷新，避免误把残缺 detail 当作完整结果
+- 市场价格层使用完整 `all_buckets` 匹配温度桶，市场信号作为交易判断层，不替代实测结算源
-- 右侧详情面板在多日预报仍未补齐时会显示同步占位卡，不再把“只有今天一张卡”的中间态伪装成完整数据
+- legacy 高斯概率在图表上展示为概率温度带和 `mu` 参考线，不作为时间序列曲线
-- 日内分析弹窗在 full detail / market scan 同步时会锁住旧内容并显示刷新状态，避免用户短暂看到旧城市或旧日期的数据
-- 城市决策卡支持从地图点击城市进入；机会榜和日历仍按 Pro 权限控制，地图探索和城市简报可作为轻量入口
-- 城市决策卡展示结构化实况、模型区间、市场温度桶和模型-市场差，不再请求 AI 解读
-- 市场价格层使用完整 `all_buckets` 匹配温度桶，并把 `模型-市场差` 解释为 `模型概率 - 市场隐含概率`
-- 概率区展示当前生产概率引擎输出（legacy 高斯或 EMOS），模型共识只作为辅助参考
 - 账户中心支付区支持后端下发的多链网络选择；Polygon 继续走 checkout 合约，Ethereum 主网 USDC 走手动直转确认
 - 缓存桶状态与 summary cache hit/miss
 
@@ -57,7 +46,7 @@ npm ci
 npm run dev
 ```
 
-## Vercel 最小部署配置
+## 最小部署配置
 
 只跑看板和基础鉴权时，先填这 4 项：
 
@@ -108,7 +97,7 @@ NEXT_PUBLIC_POLYWEATHER_WEB_VITALS=false
 NEXT_PUBLIC_POLYWEATHER_EAGER_CITY_SUMMARIES=false
 ```
 
-更完整的 Vercel 配置说明见：
+更完整的部署配置说明见：
 - [docs/FRONTEND_DEPLOYMENT_ZH.md](/E:/web/PolyWeather/docs/FRONTEND_DEPLOYMENT_ZH.md)
 
 ## 路由处理器
@@ -166,7 +155,7 @@ Ops：
 注意：
 
 - `/ops` 现在是前后端双层管理员限制
-- Vercel 前端和后端都应配置相同的 `POLYWEATHER_OPS_ADMIN_EMAILS`
+- 前端容器和后端都应配置相同的 `POLYWEATHER_OPS_ADMIN_EMAILS`
 - 前端登录邮箱本身不会自动获得管理员权限
 
 ## 支付安全补充
@@ -183,7 +172,7 @@ Ops：
 这意味着：
 
 - 旧标签页风险已明显降低
-- 但支付地址变更后，仍建议在 Vercel 上 redeploy 当前 production，并清理明显过期 deployment
+- 支付地址变更后，由于地址在前端镜像构建期注入，需要触发一次 `main` push（或重跑 deploy workflow）发布新镜像；浏览器侧靠 `/api/payments/config` 的运行时校验兜底
 
 ## 缓存行为
 
@@ -191,15 +180,15 @@ Ops：
 - `summary?force_refresh=true`：`no-store`
 - 支付相关路由：`no-store`
 - 当 detail 缓存只返回单模型或单日 forecast 时，前端会自动强刷完整 detail，并在补齐前显示同步提示 / 占位卡
-- 今日日内分析打开时如果正在切换城市、日期或 detail 深度，弹窗会阻断旧内容点击并显示刷新锁
+- detail 正在切换城市、日期或分辨率时，图表保留已有曲线并显示同步提示，避免把旧数据当作当前状态
-- 终端图表订阅 `/api/events?cities=...&since_revision=...&replay_limit=500`，接收 `city_observation_patch.v1`；无 patch 超过 2 分钟时，可见图表才触发 60 秒兜底刷新
+- 终端图表订阅 `/api/events?cities=...&since_revision=...&replay_limit=按可见城市数动态限制`，接收 `city_observation_patch.v1`；无 patch 超过 2 分钟时，可见图表才触发 60 秒兜底刷新
 - 前端只消费 HTTP snapshot + SSE patch，不直接感知 Redis；Redis Stream / SQLite event log 都由后端统一封装
 
-## Vercel 节流建议
+## 成本与节流建议
 
-- 生产环境建议关闭 `Web Analytics` 和 `Speed Insights`
+- 前端与后端以 Docker Compose 部署在同一 VPS，静态资源通过 Cloudflare 缓存（见 `next.config.mjs` 的 `headers()` 和 CI 的 `cloudflare-cache-rules` job）
 - 建议把自建 `app analytics / web vitals / eager city summaries` 默认保持关闭
-- 如果你部署在 Vercel，可在 Firewall 中加一条 `WordPress / php scanner` 拦截规则，避免无效扫描白白触发 middleware
+- 如果扫描流量明显，可在 Cloudflare WAF 中加一条 `WordPress / php scanner` 拦截规则，避免无效扫描白白触发 Nginx / middleware
 
 ## AGPL 与商用边界说明
 

frontend/app/account/page.tsx

@@ -1,4 +1,5 @@
 import type { Metadata } from "next";
+import { Suspense } from "react";
 import { I18nProvider } from "@/hooks/useI18n";
 import { AccountEntry } from "@/components/account/AccountEntry";
 
@@ -10,7 +11,9 @@ export const metadata: Metadata = {
 export default function AccountPage() {
   return (
     <I18nProvider>
+      <Suspense fallback={null}>
         <AccountEntry />
+      </Suspense>
     </I18nProvider>
   );
 }

frontend/app/api/analytics/events/route.ts

@@ -55,10 +55,7 @@ export async function POST(req: NextRequest) {
       ...(body ?? {}),
       payload: {
         ...payload,
-        cf_country:
+        cf_country: req.headers.get("cf-ipcountry") || "",
-          req.headers.get("cf-ipcountry") ||
-          req.headers.get("x-vercel-ip-country") ||
-          "",
         user_agent: req.headers.get("user-agent") || "",
         referer_header: req.headers.get("referer") || "",
       },

frontend/app/api/auth/me/route.ts

@@ -92,6 +92,14 @@ function formatServerTiming(stages: AuthMeTimingStage[], totalMs: number) {
     .join(", ");
 }
 
+function buildBackendAuthMeUrl(req: NextRequest) {
+  const url = new URL(`${API_BASE!.replace(/\/+$/, "")}/api/auth/me`);
+  if (req.nextUrl.searchParams.get("scope") === "entitlement") {
+    url.searchParams.set("scope", "entitlement");
+  }
+  return url.toString();
+}
+
 function finishAuthMeResponse(
   response: NextResponse,
   timer: AuthMeTimer,
@@ -101,6 +109,7 @@ function finishAuthMeResponse(
   const total = timer.totalMs();
   const ownServerTiming = formatServerTiming(timer.stages, total);
   const backendServerTiming = String(extra?.backendServerTiming || "").trim();
+  response.headers.set("Cache-Control", "no-store");
   response.headers.set(
     "Server-Timing",
     backendServerTiming
@@ -156,10 +165,7 @@ async function trackAuthDiagnosticEvent(
           response_mode: responseMode,
           user_id: normalizedUserId || undefined,
           email_domain: email?.includes("@") ? email.split("@").pop() : undefined,
-          cf_country:
+          cf_country: req.headers.get("cf-ipcountry") || "",
-            req.headers.get("cf-ipcountry") ||
-            req.headers.get("x-vercel-ip-country") ||
-            "",
           user_agent: req.headers.get("user-agent") || "",
           referer_header: req.headers.get("referer") || "",
           captured_at: new Date().toISOString(),
@@ -486,7 +492,7 @@ export async function GET(req: NextRequest) {
     let res: Response;
     try {
       res = await timer.measure("backend_fetch", async () =>
-        await fetch(`${API_BASE}/api/auth/me`, {
+        await fetch(buildBackendAuthMeUrl(req), {
           headers: backendAuth.headers,
           cache: "no-store",
           signal: controller.signal,

frontend/app/api/auth/referral/apply/route.ts

@@ -2,6 +2,7 @@ import { NextRequest, NextResponse } from "next/server";
 import {
   applyAuthResponseCookies,
   buildBackendRequestHeaders,
+  buildJsonBackendRequestHeaders,
 } from "@/lib/backend-auth";
 import {
   buildProxyExceptionResponse,
@@ -22,10 +23,7 @@ export async function POST(req: NextRequest) {
     const body = await req.text();
     const res = await fetch(`${API_BASE}/api/auth/referral/apply`, {
       method: "POST",
-      headers: {
+      headers: buildJsonBackendRequestHeaders(auth.headers),
-        ...auth.headers,
-        "Content-Type": "application/json",
-      },
       body,
       cache: "no-store",
     });

frontend/app/api/cities/detail-batch/route.ts

@@ -1,6 +1,9 @@
 import { NextRequest, NextResponse } from "next/server";
 import { proxyBackendJsonGet } from "@/lib/api-proxy";
-import { buildCityDetailProxyCachePolicy } from "@/lib/proxy-cache-policy";
+import {
+  buildCityDetailProxyCachePolicy,
+  NO_STORE_CACHE_CONTROL,
+} from "@/lib/proxy-cache-policy";
 import {
   createProxyTimer,
   finishProxyTimedResponse,
@@ -8,9 +11,62 @@ import {
 
 const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
 const DETAIL_BATCH_PROXY_TIMEOUT_MS = Number(
-  process.env.POLYWEATHER_CITY_DETAIL_BATCH_PROXY_TIMEOUT_MS || "12000",
+  process.env.POLYWEATHER_CITY_DETAIL_BATCH_PROXY_TIMEOUT_MS || "15000",
 );
 
+function parseRequestedCities(req: NextRequest) {
+  const requestedLimit = Number(req.nextUrl.searchParams.get("limit") || "12");
+  const limit = Number.isFinite(requestedLimit)
+    ? Math.max(1, Math.min(24, requestedLimit))
+    : 12;
+  const seen = new Set<string>();
+  const requestedCities: string[] = [];
+
+  for (const item of (req.nextUrl.searchParams.get("cities") || "").split(
+    ",",
+  )) {
+    const city = item.trim();
+    if (!city || seen.has(city)) continue;
+    seen.add(city);
+    requestedCities.push(city);
+    if (requestedCities.length >= limit) break;
+  }
+
+  return requestedCities;
+}
+
+function buildCityDetailBatchTimeoutPayload(requestedCities: string[]) {
+  const city_status = Object.fromEntries(
+    requestedCities.map((city) => [
+      city,
+      {
+        status: "proxy_timeout",
+        duration_ms: null,
+      },
+    ]),
+  );
+  return {
+    cities: requestedCities,
+    details: {},
+    errors: {},
+    missing: requestedCities,
+    partial: true,
+    timeout: true,
+    diagnostics: {
+      version: 1,
+      response_source: "next_proxy_timeout",
+      partial: true,
+      partial_reason: "proxy_timeout",
+      requested_count: requestedCities.length,
+      completed_count: 0,
+      missing_count: requestedCities.length,
+      error_count: 0,
+      proxy_timeout_ms: DETAIL_BATCH_PROXY_TIMEOUT_MS,
+      city_status,
+    },
+  };
+}
+
 export async function GET(req: NextRequest) {
   const timer = createProxyTimer(req, "city_detail_batch");
   if (!API_BASE) {
@@ -25,13 +81,14 @@ export async function GET(req: NextRequest) {
   }
 
   const forceRefresh = req.nextUrl.searchParams.get("force_refresh") ?? "false";
-  const cachePolicy = buildCityDetailProxyCachePolicy(forceRefresh, 15);
+  const requestedCities = parseRequestedCities(req);
+  const cachePolicy = buildCityDetailProxyCachePolicy(forceRefresh);
   const searchParams = new URLSearchParams({
     cities: req.nextUrl.searchParams.get("cities") || "",
     force_refresh: forceRefresh,
     limit: req.nextUrl.searchParams.get("limit") || "12",
   });
-  for (const key of ["market_slug", "target_date", "resolution"]) {
+  for (const key of ["market_slug", "target_date", "resolution", "scope"]) {
     const value = req.nextUrl.searchParams.get(key);
     if (value) searchParams.set(key, value);
   }
@@ -42,11 +99,25 @@ export async function GET(req: NextRequest) {
   try {
     return await proxyBackendJsonGet(req, {
       cacheControl: cachePolicy.responseCacheControl,
-      fetchCache:
+      cacheControlForData: (data) =>
-        cachePolicy.fetchMode === "no-store" ? "no-store" : undefined,
+        data &&
+        typeof data === "object" &&
+        (data as { partial?: unknown }).partial === true
+          ? NO_STORE_CACHE_CONTROL
+          : cachePolicy.responseCacheControl,
+      fetchCache: "no-store",
+      includeSupabaseIdentity: true,
       publicMessage: "Failed to fetch city detail batch",
       revalidateSeconds: cachePolicy.revalidateSeconds,
       signal: controller.signal,
+      timeoutResponse: () =>
+        NextResponse.json(buildCityDetailBatchTimeoutPayload(requestedCities), {
+          headers: {
+            "Cache-Control": NO_STORE_CACHE_CONTROL,
+            "Cloudflare-CDN-Cache-Control": NO_STORE_CACHE_CONTROL,
+          },
+          status: 200,
+        }),
       timeoutPublicMessage: "City detail batch request timed out",
       timing: timer,
       url: `${API_BASE}/api/cities/detail-batch?${searchParams.toString()}`,

frontend/app/api/cities/route.ts

@@ -1,12 +1,15 @@
 import { NextRequest } from "next/server";
 import { proxyBackendJsonGet } from "@/lib/api-proxy";
 import { buildCachedJsonResponse } from "@/lib/http-cache";
+import {
+  buildCityListCacheControl,
+  buildStaticCityListFallbackCacheControl,
+} from "@/lib/proxy-cache-policy";
 import { STATIC_CITY_LIST } from "@/lib/static-cities";
 
 const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
-const CITIES_CACHE_CONTROL = "public, max-age=0, s-maxage=60, stale-while-revalidate=300";
+const CITIES_CACHE_CONTROL = buildCityListCacheControl();
-const STATIC_CITIES_CACHE_CONTROL =
+const STATIC_CITIES_CACHE_CONTROL = buildStaticCityListFallbackCacheControl();
-  "public, max-age=0, s-maxage=300, stale-while-revalidate=3600";
 const CITIES_BACKEND_TIMEOUT_MS = Number(
   process.env.POLYWEATHER_CITIES_BACKEND_TIMEOUT_MS || 1000,
 );

frontend/app/api/city/[name]/detail/route.ts

@@ -49,7 +49,7 @@ export async function GET(
 
   const { name } = await timer.measure("route_params", () => context.params);
   const forceRefresh = req.nextUrl.searchParams.get("force_refresh") ?? "false";
-  const cachePolicy = buildCityDetailProxyCachePolicy(forceRefresh, 15);
+  const cachePolicy = buildCityDetailProxyCachePolicy(forceRefresh);
   const depth = req.nextUrl.searchParams.get("depth");
   const marketSlug = req.nextUrl.searchParams.get("market_slug");
   const targetDate = req.nextUrl.searchParams.get("target_date");
@@ -82,7 +82,7 @@ export async function GET(
         headers: auth.headers,
         ...(cachePolicy.fetchMode === "no-store"
           ? { cache: "no-store" as const }
-          : { next: { revalidate: cachePolicy.revalidateSeconds ?? 15 } }),
+          : { next: { revalidate: cachePolicy.revalidateSeconds ?? 60 } }),
       }),
     );
     const backendServerTiming = res.headers.get("server-timing") || "";

frontend/app/api/city/[name]/observation/route.ts

@@ -0,0 +1,32 @@
+import { NextRequest, NextResponse } from "next/server";
+import { proxyBackendJsonGet } from "@/lib/api-proxy";
+import { NO_STORE_CACHE_CONTROL } from "@/lib/proxy-cache-policy";
+
+const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
+
+export async function GET(
+  req: NextRequest,
+  context: { params: Promise<{ name: string }> },
+) {
+  if (!API_BASE) {
+    return NextResponse.json(
+      { error: "POLYWEATHER_API_BASE_URL is not configured" },
+      {
+        headers: {
+          "Cache-Control": NO_STORE_CACHE_CONTROL,
+          "Cloudflare-CDN-Cache-Control": NO_STORE_CACHE_CONTROL,
+        },
+        status: 500,
+      },
+    );
+  }
+
+  const { name } = await context.params;
+  return proxyBackendJsonGet(req, {
+    cacheControl: NO_STORE_CACHE_CONTROL,
+    fetchCache: "no-store",
+    includeSupabaseIdentity: false,
+    publicMessage: "Failed to fetch live city observation",
+    url: `${API_BASE}/api/city/${encodeURIComponent(name)}/observation`,
+  });
+}

frontend/app/api/city/[name]/route.ts

@@ -139,7 +139,7 @@ export async function GET(
   const { name } = await context.params;
   const forceRefresh = req.nextUrl.searchParams.get("force_refresh") ?? "false";
   const depth = req.nextUrl.searchParams.get("depth") ?? "panel";
-  const cachePolicy = buildCityDetailProxyCachePolicy(forceRefresh, 15);
+  const cachePolicy = buildCityDetailProxyCachePolicy(forceRefresh);
   const url = `${API_BASE}/api/city/${encodeURIComponent(name)}?force_refresh=${forceRefresh}&depth=${encodeURIComponent(depth)}`;
 
   try {
@@ -150,7 +150,7 @@ export async function GET(
       headers: auth.headers,
       ...(cachePolicy.fetchMode === "no-store"
         ? { cache: "no-store" as const }
-        : { next: { revalidate: cachePolicy.revalidateSeconds ?? 15 } }),
+        : { next: { revalidate: cachePolicy.revalidateSeconds ?? 60 } }),
     });
     if (!res.ok) {
       const raw = await res.text();
@@ -159,7 +159,7 @@ export async function GET(
         headers: auth.headers,
         ...(cachePolicy.fetchMode === "no-store"
           ? { cache: "no-store" as const }
-          : { next: { revalidate: 10 } }),
+          : { next: { revalidate: cachePolicy.revalidateSeconds ?? 60 } }),
       });
       if (summaryRes.ok) {
         const summaryData = await summaryRes.json();
@@ -168,7 +168,7 @@ export async function GET(
           buildFallbackCityDetail(name, depth, summaryData),
           cachePolicy.fetchMode === "no-store"
             ? cachePolicy.responseCacheControl
-            : "public, max-age=0, s-maxage=10, stale-while-revalidate=30",
+            : cachePolicy.responseCacheControl,
         );
         response.headers.set("X-PolyWeather-Fallback", "summary");
         return applyAuthResponseCookies(response, auth.response);

frontend/app/api/feedback/route.ts

@@ -0,0 +1,132 @@
+import { NextRequest, NextResponse } from "next/server";
+import {
+  applyAuthResponseCookies,
+  buildBackendRequestHeaders,
+} from "@/lib/backend-auth";
+import {
+  buildProxyExceptionResponse,
+  buildUpstreamErrorResponse,
+} from "@/lib/api-proxy";
+import {
+  requireTurnstileForRequest,
+  stripTurnstileToken,
+} from "@/lib/turnstile";
+
+const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
+
+function emptyFeedbackResponse() {
+  return NextResponse.json(
+    {
+      feedback: [],
+      total: 0,
+      status_counts: {},
+    },
+    {
+      headers: {
+        "Cache-Control": "no-store",
+      },
+    },
+  );
+}
+
+export async function GET(req: NextRequest) {
+  if (!API_BASE) {
+    return NextResponse.json(
+      { error: "POLYWEATHER_API_BASE_URL is not configured" },
+      { status: 500 },
+    );
+  }
+
+  let auth: Awaited<ReturnType<typeof buildBackendRequestHeaders>> | null = null;
+  try {
+    auth = await buildBackendRequestHeaders(req);
+    if (!auth.authUserId) {
+      return applyAuthResponseCookies(emptyFeedbackResponse(), auth.response);
+    }
+
+    const upstream = new URL(`${API_BASE}/api/feedback`);
+    const limit = req.nextUrl.searchParams.get("limit");
+    if (limit) upstream.searchParams.set("limit", limit);
+
+    const res = await fetch(upstream, {
+      method: "GET",
+      headers: auth.headers,
+      cache: "no-store",
+    });
+    const raw = await res.text();
+    if (res.status === 401 || res.status === 403) {
+      return applyAuthResponseCookies(emptyFeedbackResponse(), auth.response);
+    }
+    if (!res.ok) {
+      return applyAuthResponseCookies(
+        buildUpstreamErrorResponse(res.status, raw, {
+          detailLimit: 260,
+          error: "Feedback status request failed",
+        }),
+        auth.response,
+      );
+    }
+    const response = new NextResponse(raw, {
+      status: res.status,
+      headers: {
+        "Cache-Control": "no-store",
+        "Content-Type": res.headers.get("content-type") || "application/json",
+      },
+    });
+    return applyAuthResponseCookies(response, auth.response);
+  } catch (error) {
+    const response = buildProxyExceptionResponse(error, {
+      publicMessage: "Failed to fetch feedback status",
+    });
+    return auth ? applyAuthResponseCookies(response, auth.response) : response;
+  }
+}
+
+export async function POST(req: NextRequest) {
+  if (!API_BASE) {
+    return NextResponse.json(
+      { error: "POLYWEATHER_API_BASE_URL is not configured" },
+      { status: 500 },
+    );
+  }
+
+  let auth: Awaited<ReturnType<typeof buildBackendRequestHeaders>> | null = null;
+  try {
+    const body = await req.json();
+    const turnstileError = await requireTurnstileForRequest(req, "feedback_submit", body);
+    if (turnstileError) return turnstileError;
+    auth = await buildBackendRequestHeaders(req);
+    const headers = new Headers(auth.headers);
+    headers.set("Content-Type", "application/json");
+
+    const res = await fetch(`${API_BASE}/api/feedback`, {
+      method: "POST",
+      headers,
+      body: JSON.stringify(stripTurnstileToken(body)),
+      cache: "no-store",
+    });
+    const raw = await res.text();
+    if (!res.ok) {
+      return applyAuthResponseCookies(
+        buildUpstreamErrorResponse(res.status, raw, {
+          detailLimit: 260,
+          error: "Feedback request failed",
+        }),
+        auth.response,
+      );
+    }
+    const response = new NextResponse(raw, {
+      status: res.status,
+      headers: {
+        "Cache-Control": "no-store",
+        "Content-Type": res.headers.get("content-type") || "application/json",
+      },
+    });
+    return applyAuthResponseCookies(response, auth.response);
+  } catch (error) {
+    const response = buildProxyExceptionResponse(error, {
+      publicMessage: "Failed to submit feedback",
+    });
+    return auth ? applyAuthResponseCookies(response, auth.response) : response;
+  }
+}

frontend/app/api/ops/audit-log/route.ts

@@ -0,0 +1,47 @@
+import { NextRequest, NextResponse } from "next/server";
+import { buildProxyExceptionResponse } from "@/lib/api-proxy";
+import {
+  applyAuthResponseCookies,
+  buildBackendRequestHeaders,
+} from "@/lib/backend-auth";
+import { requireOpsProxyAuth } from "@/lib/ops-proxy-auth";
+
+const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
+
+export async function GET(req: NextRequest) {
+  if (!API_BASE) {
+    return NextResponse.json(
+      { error: "POLYWEATHER_API_BASE_URL is not configured" },
+      { status: 500 },
+    );
+  }
+
+  try {
+    const auth = await buildBackendRequestHeaders(req);
+    const authError = requireOpsProxyAuth(req, auth);
+    if (authError) return authError;
+
+    const upstream = new URL(`${API_BASE}/api/ops/audit-log`);
+    req.nextUrl.searchParams.forEach((value, key) => {
+      upstream.searchParams.set(key, value);
+    });
+
+    const res = await fetch(upstream.toString(), {
+      cache: "no-store",
+      headers: auth.headers,
+    });
+    const raw = await res.text();
+    const response = new NextResponse(raw, {
+      status: res.status,
+      headers: {
+        "Cache-Control": "no-store",
+        "Content-Type": res.headers.get("content-type") || "application/json",
+      },
+    });
+    return applyAuthResponseCookies(response, auth.response);
+  } catch (error) {
+    return buildProxyExceptionResponse(error, {
+      publicMessage: "Failed to fetch ops audit log",
+    });
+  }
+}

frontend/app/api/ops/config/route.ts

@@ -1,5 +1,5 @@
 import { NextRequest, NextResponse } from "next/server";
-import { applyAuthResponseCookies, buildBackendRequestHeaders } from "@/lib/backend-auth";
+import { applyAuthResponseCookies, buildBackendRequestHeaders, buildJsonBackendRequestHeaders } from "@/lib/backend-auth";
 import { buildProxyExceptionResponse } from "@/lib/api-proxy";
 import { requireOpsProxyAuth } from "@/lib/ops-proxy-auth";
 
@@ -28,7 +28,7 @@ export async function PUT(req: NextRequest) {
     if (authError) return authError;
 
     const body = await req.text();
-    const res = await fetch(BACKEND, { method: "PUT", headers: { ...auth.headers, "Content-Type": "application/json" }, body, cache: "no-store" });
+    const res = await fetch(BACKEND, { method: "PUT", headers: buildJsonBackendRequestHeaders(auth.headers), body, cache: "no-store" });
     const raw = await res.text();
     const response = new NextResponse(raw, { status: res.status, headers: { "Content-Type": "application/json", "Cache-Control": "no-store" } });
     return applyAuthResponseCookies(response, auth.response);

frontend/app/api/ops/feedback/[feedbackId]/reward/route.ts

@@ -0,0 +1,55 @@
+import { NextRequest, NextResponse } from "next/server";
+import { buildProxyExceptionResponse } from "@/lib/api-proxy";
+import {
+  applyAuthResponseCookies,
+  buildBackendRequestHeaders,
+} from "@/lib/backend-auth";
+import { requireOpsProxyAuth } from "@/lib/ops-proxy-auth";
+
+const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
+
+export async function POST(
+  req: NextRequest,
+  context: { params: Promise<{ feedbackId: string }> },
+) {
+  if (!API_BASE) {
+    return NextResponse.json(
+      { error: "POLYWEATHER_API_BASE_URL is not configured" },
+      { status: 500 },
+    );
+  }
+
+  try {
+    const auth = await buildBackendRequestHeaders(req);
+    const authError = requireOpsProxyAuth(req, auth);
+    if (authError) return authError;
+
+    const { feedbackId } = await context.params;
+    const body = await req.json();
+    const res = await fetch(
+      `${API_BASE}/api/ops/feedback/${encodeURIComponent(feedbackId)}/reward`,
+      {
+        method: "POST",
+        cache: "no-store",
+        headers: {
+          ...Object.fromEntries(new Headers(auth.headers).entries()),
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify(body),
+      },
+    );
+    const raw = await res.text();
+    const response = new NextResponse(raw, {
+      headers: {
+        "Cache-Control": "no-store",
+        "Content-Type": res.headers.get("content-type") || "application/json",
+      },
+      status: res.status,
+    });
+    return applyAuthResponseCookies(response, auth.response);
+  } catch (error) {
+    return buildProxyExceptionResponse(error, {
+      publicMessage: "Failed to grant feedback reward",
+    });
+  }
+}

frontend/app/api/ops/feedback/[feedbackId]/status/route.ts

@@ -0,0 +1,55 @@
+import { NextRequest, NextResponse } from "next/server";
+import { buildProxyExceptionResponse } from "@/lib/api-proxy";
+import {
+  applyAuthResponseCookies,
+  buildBackendRequestHeaders,
+} from "@/lib/backend-auth";
+import { requireOpsProxyAuth } from "@/lib/ops-proxy-auth";
+
+const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
+
+export async function POST(
+  req: NextRequest,
+  context: { params: Promise<{ feedbackId: string }> },
+) {
+  if (!API_BASE) {
+    return NextResponse.json(
+      { error: "POLYWEATHER_API_BASE_URL is not configured" },
+      { status: 500 },
+    );
+  }
+
+  try {
+    const auth = await buildBackendRequestHeaders(req);
+    const authError = requireOpsProxyAuth(req, auth);
+    if (authError) return authError;
+
+    const { feedbackId } = await context.params;
+    const body = await req.json();
+    const res = await fetch(
+      `${API_BASE}/api/ops/feedback/${encodeURIComponent(feedbackId)}/status`,
+      {
+        method: "POST",
+        cache: "no-store",
+        headers: {
+          ...Object.fromEntries(new Headers(auth.headers).entries()),
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify(body),
+      },
+    );
+    const raw = await res.text();
+    const response = new NextResponse(raw, {
+      headers: {
+        "Cache-Control": "no-store",
+        "Content-Type": res.headers.get("content-type") || "application/json",
+      },
+      status: res.status,
+    });
+    return applyAuthResponseCookies(response, auth.response);
+  } catch (error) {
+    return buildProxyExceptionResponse(error, {
+      publicMessage: "Failed to update feedback status",
+    });
+  }
+}

frontend/app/api/ops/feedback/route.ts

@@ -0,0 +1,47 @@
+import { NextRequest, NextResponse } from "next/server";
+import { buildProxyExceptionResponse } from "@/lib/api-proxy";
+import {
+  applyAuthResponseCookies,
+  buildBackendRequestHeaders,
+} from "@/lib/backend-auth";
+import { requireOpsProxyAuth } from "@/lib/ops-proxy-auth";
+
+const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
+
+export async function GET(req: NextRequest) {
+  if (!API_BASE) {
+    return NextResponse.json(
+      { error: "POLYWEATHER_API_BASE_URL is not configured" },
+      { status: 500 },
+    );
+  }
+
+  try {
+    const auth = await buildBackendRequestHeaders(req);
+    const authError = requireOpsProxyAuth(req, auth);
+    if (authError) return authError;
+
+    const upstream = new URL(`${API_BASE}/api/ops/feedback`);
+    req.nextUrl.searchParams.forEach((value, key) => {
+      upstream.searchParams.set(key, value);
+    });
+
+    const res = await fetch(upstream.toString(), {
+      cache: "no-store",
+      headers: auth.headers,
+    });
+    const raw = await res.text();
+    const response = new NextResponse(raw, {
+      headers: {
+        "Cache-Control": "no-store",
+        "Content-Type": res.headers.get("content-type") || "application/json",
+      },
+      status: res.status,
+    });
+    return applyAuthResponseCookies(response, auth.response);
+  } catch (error) {
+    return buildProxyExceptionResponse(error, {
+      publicMessage: "Failed to fetch ops feedback",
+    });
+  }
+}

frontend/app/api/ops/observation-collector-status/route.ts

@@ -0,0 +1,47 @@
+import { NextRequest, NextResponse } from "next/server";
+import { buildProxyExceptionResponse } from "@/lib/api-proxy";
+import {
+  applyAuthResponseCookies,
+  buildBackendRequestHeaders,
+} from "@/lib/backend-auth";
+import { requireOpsProxyAuth } from "@/lib/ops-proxy-auth";
+
+const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
+
+export async function GET(req: NextRequest) {
+  if (!API_BASE) {
+    return NextResponse.json(
+      { error: "POLYWEATHER_API_BASE_URL is not configured" },
+      { status: 500 },
+    );
+  }
+
+  try {
+    const auth = await buildBackendRequestHeaders(req);
+    const authError = requireOpsProxyAuth(req, auth);
+    if (authError) return authError;
+
+    const upstream = new URL(`${API_BASE}/api/ops/observation-collector-status`);
+    req.nextUrl.searchParams.forEach((value, key) => {
+      upstream.searchParams.set(key, value);
+    });
+
+    const res = await fetch(upstream.toString(), {
+      cache: "no-store",
+      headers: auth.headers,
+    });
+    const raw = await res.text();
+    const response = new NextResponse(raw, {
+      headers: {
+        "Cache-Control": "no-store",
+        "Content-Type": "application/json",
+      },
+      status: res.status,
+    });
+    return applyAuthResponseCookies(response, auth.response);
+  } catch (error) {
+    return buildProxyExceptionResponse(error, {
+      publicMessage: "Observation collector status check failed",
+    });
+  }
+}

frontend/app/api/ops/payments/incidents/route.ts

@@ -22,8 +22,9 @@ export async function GET(req: NextRequest) {
     if (authError) return authError;
 
     const url = new URL(`${API_BASE}/api/ops/payments/incidents`);
-    const limit = req.nextUrl.searchParams.get("limit");
+    req.nextUrl.searchParams.forEach((value, key) => {
-    if (limit) url.searchParams.set("limit", limit);
+      url.searchParams.set(key, value);
+    });
 
     const res = await fetch(url.toString(), {
       headers: auth.headers,

frontend/app/api/ops/refunds/[caseId]/route.ts

@@ -0,0 +1,53 @@
+import { NextRequest, NextResponse } from "next/server";
+import { buildProxyExceptionResponse } from "@/lib/api-proxy";
+import {
+  applyAuthResponseCookies,
+  buildBackendRequestHeaders,
+  buildJsonBackendRequestHeaders,
+} from "@/lib/backend-auth";
+import { requireOpsProxyAuth } from "@/lib/ops-proxy-auth";
+
+const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
+
+export async function PATCH(
+  req: NextRequest,
+  { params }: { params: Promise<{ caseId: string }> },
+) {
+  if (!API_BASE) {
+    return NextResponse.json(
+      { error: "POLYWEATHER_API_BASE_URL is not configured" },
+      { status: 500 },
+    );
+  }
+
+  try {
+    const auth = await buildBackendRequestHeaders(req);
+    const authError = requireOpsProxyAuth(req, auth);
+    if (authError) return authError;
+
+    const resolved = await params;
+    const body = await req.text();
+    const res = await fetch(
+      `${API_BASE}/api/ops/refunds/${encodeURIComponent(resolved.caseId)}`,
+      {
+        method: "PATCH",
+        cache: "no-store",
+        headers: buildJsonBackendRequestHeaders(auth.headers),
+        body,
+      },
+    );
+    const raw = await res.text();
+    const response = new NextResponse(raw, {
+      status: res.status,
+      headers: {
+        "Cache-Control": "no-store",
+        "Content-Type": res.headers.get("content-type") || "application/json",
+      },
+    });
+    return applyAuthResponseCookies(response, auth.response);
+  } catch (error) {
+    return buildProxyExceptionResponse(error, {
+      publicMessage: "Failed to update refund case",
+    });
+  }
+}

frontend/app/api/ops/refunds/route.ts

@@ -0,0 +1,84 @@
+import { NextRequest, NextResponse } from "next/server";
+import { buildProxyExceptionResponse } from "@/lib/api-proxy";
+import {
+  applyAuthResponseCookies,
+  buildBackendRequestHeaders,
+  buildJsonBackendRequestHeaders,
+} from "@/lib/backend-auth";
+import { requireOpsProxyAuth } from "@/lib/ops-proxy-auth";
+
+const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
+
+export async function GET(req: NextRequest) {
+  if (!API_BASE) {
+    return NextResponse.json(
+      { error: "POLYWEATHER_API_BASE_URL is not configured" },
+      { status: 500 },
+    );
+  }
+
+  try {
+    const auth = await buildBackendRequestHeaders(req);
+    const authError = requireOpsProxyAuth(req, auth);
+    if (authError) return authError;
+
+    const upstream = new URL(`${API_BASE}/api/ops/refunds`);
+    req.nextUrl.searchParams.forEach((value, key) => {
+      upstream.searchParams.set(key, value);
+    });
+
+    const res = await fetch(upstream.toString(), {
+      cache: "no-store",
+      headers: auth.headers,
+    });
+    const raw = await res.text();
+    const response = new NextResponse(raw, {
+      status: res.status,
+      headers: {
+        "Cache-Control": "no-store",
+        "Content-Type": res.headers.get("content-type") || "application/json",
+      },
+    });
+    return applyAuthResponseCookies(response, auth.response);
+  } catch (error) {
+    return buildProxyExceptionResponse(error, {
+      publicMessage: "Failed to fetch refund cases",
+    });
+  }
+}
+
+export async function POST(req: NextRequest) {
+  if (!API_BASE) {
+    return NextResponse.json(
+      { error: "POLYWEATHER_API_BASE_URL is not configured" },
+      { status: 500 },
+    );
+  }
+
+  try {
+    const auth = await buildBackendRequestHeaders(req);
+    const authError = requireOpsProxyAuth(req, auth);
+    if (authError) return authError;
+
+    const body = await req.text();
+    const res = await fetch(`${API_BASE}/api/ops/refunds`, {
+      method: "POST",
+      cache: "no-store",
+      headers: buildJsonBackendRequestHeaders(auth.headers),
+      body,
+    });
+    const raw = await res.text();
+    const response = new NextResponse(raw, {
+      status: res.status,
+      headers: {
+        "Cache-Control": "no-store",
+        "Content-Type": res.headers.get("content-type") || "application/json",
+      },
+    });
+    return applyAuthResponseCookies(response, auth.response);
+  } catch (error) {
+    return buildProxyExceptionResponse(error, {
+      publicMessage: "Failed to create refund case",
+    });
+  }
+}

frontend/app/api/ops/sensitive-config/route.ts

@@ -1,5 +1,5 @@
 import { NextRequest, NextResponse } from "next/server";
-import { applyAuthResponseCookies, buildBackendRequestHeaders } from "@/lib/backend-auth";
+import { applyAuthResponseCookies, buildBackendRequestHeaders, buildJsonBackendRequestHeaders } from "@/lib/backend-auth";
 import { buildProxyExceptionResponse } from "@/lib/api-proxy";
 import { requireOpsProxyAuth } from "@/lib/ops-proxy-auth";
 
@@ -28,7 +28,7 @@ export async function PUT(req: NextRequest) {
     if (authError) return authError;
 
     const body = await req.text();
-    const res = await fetch(BACKEND, { method: "PUT", headers: { ...auth.headers, "Content-Type": "application/json" }, body, cache: "no-store" });
+    const res = await fetch(BACKEND, { method: "PUT", headers: buildJsonBackendRequestHeaders(auth.headers), body, cache: "no-store" });
     const raw = await res.text();
     const response = new NextResponse(raw, { status: res.status, headers: { "Content-Type": "application/json", "Cache-Control": "no-store" } });
     return applyAuthResponseCookies(response, auth.response);

frontend/app/api/ops/subscriptions/extend/route.ts

@@ -1,5 +1,5 @@
 import { NextRequest, NextResponse } from "next/server";
-import { applyAuthResponseCookies, buildBackendRequestHeaders } from "@/lib/backend-auth";
+import { applyAuthResponseCookies, buildBackendRequestHeaders, buildJsonBackendRequestHeaders } from "@/lib/backend-auth";
 import { buildProxyExceptionResponse } from "@/lib/api-proxy";
 import { requireOpsProxyAuth } from "@/lib/ops-proxy-auth";
 
@@ -14,9 +14,9 @@ export async function POST(req: NextRequest) {
     if (authError) return authError;
 
     const body = await req.text();
-    const headers: Record<string, string> = { ...auth.headers as Record<string, string>, "Content-Type": "application/json" };
+    const headers = buildJsonBackendRequestHeaders(auth.headers);
     if (ENTITLEMENT_TOKEN) {
-      headers.Authorization = `Bearer ${ENTITLEMENT_TOKEN}`;
+      headers.set("Authorization", `Bearer ${ENTITLEMENT_TOKEN}`);
     }
     const res = await fetch(`${API_BASE}/api/ops/subscriptions/extend`, {
       method: "POST", headers, body, cache: "no-store",

frontend/app/api/ops/subscriptions/grant/route.ts

@@ -2,6 +2,7 @@ import { NextRequest, NextResponse } from "next/server";
 import {
   applyAuthResponseCookies,
   buildBackendRequestHeaders,
+  buildJsonBackendRequestHeaders,
 } from "@/lib/backend-auth";
 import { buildProxyExceptionResponse } from "@/lib/api-proxy";
 import { requireOpsProxyAuth } from "@/lib/ops-proxy-auth";
@@ -40,7 +41,7 @@ async function findSupabaseUserIdByEmail(email: string) {
     .replace(/\/$/, "");
   const serviceRoleKey = String(process.env.SUPABASE_SERVICE_ROLE_KEY || "").trim();
   if (!supabaseUrl || !serviceRoleKey) {
-    throw new Error("Supabase service role is not configured on Vercel");
+    throw new Error("Supabase service role is not configured on the server");
   }
   const profileRes = await fetch(
     `${supabaseUrl}/rest/v1/profiles?select=id&email=eq.${encodeURIComponent(email)}&limit=1`,
@@ -166,7 +167,7 @@ export async function POST(req: NextRequest) {
 
     const res = await fetch(`${API_BASE}/api/ops/subscriptions/grant`, {
       method: "POST",
-      headers: { ...(auth.headers as Record<string, string>), "Content-Type": "application/json" },
+      headers: buildJsonBackendRequestHeaders(auth.headers),
       body,
       cache: "no-store",
     });

frontend/app/api/ops/users/grant-points/route.ts

@@ -2,6 +2,7 @@ import { NextRequest, NextResponse } from "next/server";
 import {
   applyAuthResponseCookies,
   buildBackendRequestHeaders,
+  buildJsonBackendRequestHeaders,
 } from "@/lib/backend-auth";
 import { buildProxyExceptionResponse } from "@/lib/api-proxy";
 import { requireOpsProxyAuth } from "@/lib/ops-proxy-auth";
@@ -24,10 +25,7 @@ export async function POST(req: NextRequest) {
     const body = await req.text();
     const res = await fetch(`${API_BASE}/api/ops/users/grant-points`, {
       method: "POST",
-      headers: {
+      headers: buildJsonBackendRequestHeaders(auth.headers),
-        ...auth.headers,
-        "Content-Type": "application/json",
-      },
       body,
       cache: "no-store",
     });

frontend/app/api/payments/intents/[intentId]/submit/route.ts

@@ -8,9 +8,42 @@ import {
   buildProxyExceptionResponse,
   buildUpstreamErrorResponse,
 } from "@/lib/api-proxy";
+import {
+  requireTurnstileForRequest,
+  stripTurnstileToken,
+} from "@/lib/turnstile";
 
 const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
 
+function looksLikeHtmlDocument(value: string) {
+  const text = String(value || "").trim().toLowerCase();
+  return (
+    text.startsWith("<!doctype html") ||
+    text.startsWith("<html") ||
+    /<title>[^<]*(50\d|cloudflare|polyweather\.top)/i.test(String(value || ""))
+  );
+}
+
+function submitErrorMessage(raw: string) {
+  try {
+    const parsed = JSON.parse(String(raw || "")) as {
+      detail?: unknown;
+      error?: unknown;
+      message?: unknown;
+    };
+    const message = [parsed.detail, parsed.error, parsed.message].find(
+      (item) => typeof item === "string" && item.trim(),
+    );
+    if (typeof message === "string") {
+      const trimmed = message.trim();
+      if (!looksLikeHtmlDocument(trimmed)) return trimmed.slice(0, 350);
+    }
+  } catch {
+    // Non-JSON upstream errors are commonly HTML 50x pages; do not expose them.
+  }
+  return "Payment submit upstream failed";
+}
+
 export async function POST(
   req: NextRequest,
   context: { params: Promise<{ intentId: string }> },
@@ -24,6 +57,10 @@ export async function POST(
   const { intentId } = await context.params;
   try {
     const body = await req.json();
+    if (process.env.POLYWEATHER_TURNSTILE_REQUIRE_PAYMENT_SUBMIT === "true") {
+      const turnstileError = await requireTurnstileForRequest(req, "payment_tx_submit", body);
+      if (turnstileError) return turnstileError;
+    }
     const auth = await buildBackendRequestHeaders(req);
     const authError = requireBackendPaymentAuth(auth);
     if (authError) return authError;
@@ -34,20 +71,15 @@ export async function POST(
       {
         method: "POST",
         headers: proxiedHeaders,
-        body: JSON.stringify(body ?? {}),
+        body: JSON.stringify(stripTurnstileToken(body ?? {})),
         cache: "no-store",
       },
     );
     if (!res.ok) {
       const raw = await res.text();
-      let detail = raw.slice(0, 350);
-      try {
-        const parsed = JSON.parse(raw);
-        if (parsed.detail) detail = String(parsed.detail).slice(0, 350);
-      } catch {}
       const response = buildUpstreamErrorResponse(res.status, raw, {
         detailLimit: 350,
-        error: detail || undefined,
+        error: submitErrorMessage(raw),
       });
       return applyAuthResponseCookies(response, auth.response);
     }

frontend/app/api/payments/intents/route.ts

@@ -9,6 +9,10 @@ import {
   buildUpstreamErrorResponse,
 } from "@/lib/api-proxy";
 import { isPaymentHostAllowed } from "@/lib/payment-host";
+import {
+  requireTurnstileForRequest,
+  stripTurnstileToken,
+} from "@/lib/turnstile";
 
 const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
 
@@ -35,6 +39,8 @@ export async function POST(req: NextRequest) {
   }
   try {
     const body = await req.json();
+    const turnstileError = await requireTurnstileForRequest(req, "payment_intent_create", body);
+    if (turnstileError) return turnstileError;
     const auth = await buildBackendRequestHeaders(req);
     const authError = requireBackendPaymentAuth(auth);
     if (authError) return authError;
@@ -43,7 +49,7 @@ export async function POST(req: NextRequest) {
     const res = await fetch(`${API_BASE}/api/payments/intents`, {
       method: "POST",
       headers: proxiedHeaders,
-      body: JSON.stringify(body ?? {}),
+      body: JSON.stringify(stripTurnstileToken(body ?? {})),
       cache: "no-store",
     });
     if (!res.ok) {

frontend/app/api/payments/wallets/challenge/route.ts

@@ -10,6 +10,42 @@ import {
 } from "@/lib/api-proxy";
 
 const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
+const BACKEND_RETRY_DELAY_MS = 250;
+
+function sleep(ms: number) {
+  return new Promise((resolve) => setTimeout(resolve, ms));
+}
+
+async function fetchWalletChallengeWithRetry(
+  url: string,
+  init: RequestInit,
+  attempts = 2,
+) {
+  let lastError: unknown;
+  for (let attempt = 1; attempt <= attempts; attempt += 1) {
+    try {
+      return await fetch(url, init);
+    } catch (error) {
+      lastError = error;
+      if (attempt >= attempts) break;
+      await sleep(BACKEND_RETRY_DELAY_MS * attempt);
+    }
+  }
+  throw lastError;
+}
+
+function logWalletChallengeProxyError(
+  error: unknown,
+  authDebug: Record<string, unknown>,
+) {
+  const source = error as { name?: unknown; message?: unknown; cause?: unknown };
+  console.error("[payment-wallet-challenge-proxy-exception]", {
+    error_name: String(source?.name || "Error"),
+    error_message: String(source?.message || error || "unknown"),
+    error_cause: source?.cause ? String(source.cause) : "",
+    ...authDebug,
+  });
+}
 
 export async function POST(req: NextRequest) {
   if (!API_BASE) {
@@ -18,31 +54,45 @@ export async function POST(req: NextRequest) {
       { status: 500 },
     );
   }
+  let body: unknown;
+  try {
+    body = await req.json();
+  } catch {
+    return NextResponse.json(
+      { error: "Invalid wallet challenge request" },
+      { status: 400 },
+    );
+  }
+  let authDebug: Record<string, unknown> = {};
   try {
-    const body = await req.json();
     const auth = await buildBackendRequestHeaders(req);
     const authError = requireBackendPaymentAuth(auth);
     if (authError) return authError;
     const proxiedHeaders = new Headers(auth.headers);
     proxiedHeaders.set("Content-Type", "application/json");
-    const res = await fetch(`${API_BASE}/api/payments/wallets/challenge`, {
+    authDebug = {
+      incoming_has_authorization: Boolean(
+        String(req.headers.get("authorization") || "").trim(),
+      ),
+      has_authorization: proxiedHeaders.has("authorization"),
+      has_entitlement: proxiedHeaders.has("x-polyweather-entitlement"),
+      has_forwarded_user_id: proxiedHeaders.has("x-polyweather-auth-user-id"),
+      has_forwarded_email: proxiedHeaders.has("x-polyweather-auth-email"),
+    };
+    const res = await fetchWalletChallengeWithRetry(
+      `${API_BASE}/api/payments/wallets/challenge`,
+      {
         method: "POST",
         headers: proxiedHeaders,
         body: JSON.stringify(body ?? {}),
         cache: "no-store",
-    });
+      },
+    );
     if (!res.ok) {
       const raw = await res.text();
       const response = buildUpstreamErrorResponse(res.status, raw, {
         detailLimit: 350,
-        extraDebug: {
+        extraDebug: authDebug,
-            has_authorization: proxiedHeaders.has("authorization"),
-            has_entitlement: proxiedHeaders.has("x-polyweather-entitlement"),
-            has_forwarded_user_id: proxiedHeaders.has(
-              "x-polyweather-auth-user-id",
-            ),
-            has_forwarded_email: proxiedHeaders.has("x-polyweather-auth-email"),
-        },
       });
       return applyAuthResponseCookies(response, auth.response);
     }
@@ -50,8 +100,12 @@ export async function POST(req: NextRequest) {
     const response = NextResponse.json(data);
     return applyAuthResponseCookies(response, auth.response);
   } catch (error) {
+    logWalletChallengeProxyError(error, authDebug);
     return buildProxyExceptionResponse(error, {
-      publicMessage: "Failed to create wallet challenge",
+      status: 502,
+      publicMessage:
+        "Wallet challenge service is temporarily unavailable. Please retry.",
+      extra: { retryable: true },
     });
   }
 }

frontend/app/api/payments/wallets/verify/route.ts

@@ -10,6 +10,42 @@ import {
 } from "@/lib/api-proxy";
 
 const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
+const BACKEND_RETRY_DELAY_MS = 250;
+
+function sleep(ms: number) {
+  return new Promise((resolve) => setTimeout(resolve, ms));
+}
+
+async function fetchWalletVerifyWithRetry(
+  url: string,
+  init: RequestInit,
+  attempts = 2,
+) {
+  let lastError: unknown;
+  for (let attempt = 1; attempt <= attempts; attempt += 1) {
+    try {
+      return await fetch(url, init);
+    } catch (error) {
+      lastError = error;
+      if (attempt >= attempts) break;
+      await sleep(BACKEND_RETRY_DELAY_MS * attempt);
+    }
+  }
+  throw lastError;
+}
+
+function logWalletVerifyProxyError(
+  error: unknown,
+  authDebug: Record<string, unknown>,
+) {
+  const source = error as { name?: unknown; message?: unknown; cause?: unknown };
+  console.error("[payment-wallet-verify-proxy-exception]", {
+    error_name: String(source?.name || "Error"),
+    error_message: String(source?.message || error || "unknown"),
+    error_cause: source?.cause ? String(source.cause) : "",
+    ...authDebug,
+  });
+}
 
 export async function POST(req: NextRequest) {
   if (!API_BASE) {
@@ -18,31 +54,45 @@ export async function POST(req: NextRequest) {
       { status: 500 },
     );
   }
+  let body: unknown;
+  try {
+    body = await req.json();
+  } catch {
+    return NextResponse.json(
+      { error: "Invalid wallet verify request" },
+      { status: 400 },
+    );
+  }
+  let authDebug: Record<string, unknown> = {};
   try {
-    const body = await req.json();
     const auth = await buildBackendRequestHeaders(req);
     const authError = requireBackendPaymentAuth(auth);
     if (authError) return authError;
     const proxiedHeaders = new Headers(auth.headers);
     proxiedHeaders.set("Content-Type", "application/json");
-    const res = await fetch(`${API_BASE}/api/payments/wallets/verify`, {
+    authDebug = {
+      incoming_has_authorization: Boolean(
+        String(req.headers.get("authorization") || "").trim(),
+      ),
+      has_authorization: proxiedHeaders.has("authorization"),
+      has_entitlement: proxiedHeaders.has("x-polyweather-entitlement"),
+      has_forwarded_user_id: proxiedHeaders.has("x-polyweather-auth-user-id"),
+      has_forwarded_email: proxiedHeaders.has("x-polyweather-auth-email"),
+    };
+    const res = await fetchWalletVerifyWithRetry(
+      `${API_BASE}/api/payments/wallets/verify`,
+      {
         method: "POST",
         headers: proxiedHeaders,
         body: JSON.stringify(body ?? {}),
         cache: "no-store",
-    });
+      },
+    );
     if (!res.ok) {
       const raw = await res.text();
       const response = buildUpstreamErrorResponse(res.status, raw, {
         detailLimit: 350,
-        extraDebug: {
+        extraDebug: authDebug,
-            has_authorization: proxiedHeaders.has("authorization"),
-            has_entitlement: proxiedHeaders.has("x-polyweather-entitlement"),
-            has_forwarded_user_id: proxiedHeaders.has(
-              "x-polyweather-auth-user-id",
-            ),
-            has_forwarded_email: proxiedHeaders.has("x-polyweather-auth-email"),
-        },
       });
       return applyAuthResponseCookies(response, auth.response);
     }
@@ -50,8 +100,12 @@ export async function POST(req: NextRequest) {
     const response = NextResponse.json(data);
     return applyAuthResponseCookies(response, auth.response);
   } catch (error) {
+    logWalletVerifyProxyError(error, authDebug);
     return buildProxyExceptionResponse(error, {
-      publicMessage: "Failed to verify wallet binding",
+      status: 502,
+      publicMessage:
+        "Wallet verify service is temporarily unavailable. Please retry.",
+      extra: { retryable: true },
     });
   }
 }

frontend/app/api/scan/terminal/route.ts

@@ -1,6 +1,9 @@
 import { NextRequest, NextResponse } from "next/server";
 import { proxyBackendJsonGet } from "@/lib/api-proxy";
-import { buildForceRefreshProxyCachePolicy } from "@/lib/proxy-cache-policy";
+import {
+  buildForceRefreshProxyCachePolicy,
+  buildScanTerminalResponseCacheControl,
+} from "@/lib/proxy-cache-policy";
 import { DASHBOARD_REFRESH_POLICY_SEC } from "@/lib/refresh-policy";
 import {
   createProxyTimer,
@@ -9,7 +12,7 @@ import {
 
 const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
 const SCAN_TERMINAL_PROXY_TIMEOUT_MS = Number(
-  process.env.POLYWEATHER_SCAN_TERMINAL_PROXY_TIMEOUT_MS || "40000",
+  process.env.POLYWEATHER_SCAN_TERMINAL_PROXY_TIMEOUT_MS || "35000",
 );
 
 export const maxDuration = 45;
@@ -40,6 +43,8 @@ export async function GET(req: NextRequest) {
     "time_range",
     "limit",
     "force_refresh",
+    "diff",
+    "since_snapshot_id",
     "timezone_offset_seconds",
   ]) {
     const value = req.nextUrl.searchParams.get(key);
@@ -64,10 +69,15 @@ export async function GET(req: NextRequest) {
   try {
     return await proxyBackendJsonGet(req, {
       cacheControl: cachePolicy.responseCacheControl,
-      fetchCache:
+      cacheControlForData: (data) =>
-        cachePolicy.fetchMode === "no-store" ? "no-store" : undefined,
+        buildScanTerminalResponseCacheControl(
+          data,
+          cachePolicy.responseCacheControl,
+        ),
+      fetchCache: "no-store",
       publicMessage: "Failed to fetch scan terminal data",
       revalidateSeconds: cachePolicy.revalidateSeconds,
+      includeSupabaseIdentity: true,
       signal: controller.signal,
       timeoutPublicMessage: "Scan terminal request timed out",
       timing: timer,

frontend/app/api/system/status/route.ts

@@ -1,5 +1,10 @@
 import { NextRequest, NextResponse } from "next/server";
-import { proxyBackendJsonGet } from "@/lib/api-proxy";
+import { buildProxyExceptionResponse } from "@/lib/api-proxy";
+import {
+  applyAuthResponseCookies,
+  buildBackendRequestHeaders,
+} from "@/lib/backend-auth";
+import { requireOpsProxyAuth } from "@/lib/ops-proxy-auth";
 
 const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
 
@@ -11,11 +16,28 @@ export async function GET(req: NextRequest) {
     );
   }
 
-  return proxyBackendJsonGet(req, {
+  try {
-    cacheControl: "public, max-age=0, s-maxage=30, stale-while-revalidate=120",
+    const auth = await buildBackendRequestHeaders(req);
-    detailLimit: 500,
+    const authError = requireOpsProxyAuth(req, auth);
+    if (authError) return authError;
+
+    const res = await fetch(`${API_BASE}/api/system/status`, {
+      cache: "no-store",
+      headers: auth.headers,
+    });
+    const raw = await res.text();
+    const response = new NextResponse(raw, {
+      headers: {
+        "Cache-Control": "no-store",
+        "Cloudflare-CDN-Cache-Control": "no-store",
+        "Content-Type": res.headers.get("content-type") || "application/json",
+      },
+      status: res.status,
+    });
+    return applyAuthResponseCookies(response, auth.response);
+  } catch (error) {
+    return buildProxyExceptionResponse(error, {
       publicMessage: "Failed to fetch system status",
-    revalidateSeconds: 30,
-    url: `${API_BASE}/api/system/status`,
     });
   }
+}

frontend/app/auth/callback/route.ts

@@ -4,6 +4,7 @@ import { createSupabaseRouteClient, hasSupabaseServerEnv } from "@/lib/supabase/
 import { getConfiguredSiteUrl } from "@/lib/site-url";
 
 const API_BASE = process.env.POLYWEATHER_API_BASE_URL;
+const TERMINAL_CHECKOUT_PATH = "/account?checkout=1";
 
 function normalizeNextPath(input: string | null) {
   const fallback = "/";
@@ -14,9 +15,42 @@ function normalizeNextPath(input: string | null) {
   return raw;
 }
 
-async function warmSignupTrial(accessToken: string) {
+function normalizeAuthError(input: string | null) {
+  const fallback = "Authentication failed. Please sign in again.";
+  const raw = String(input || "")
+    .replace(/[\r\n]+/g, " ")
+    .trim();
+  if (!raw) return fallback;
+  return raw.slice(0, 240);
+}
+
+function isTerminalNextPath(pathname: string) {
+  return pathname === "/terminal" || pathname.startsWith("/terminal/");
+}
+
+type AuthProfilePayload = {
+  subscription_active?: boolean | null;
+};
+
+function redirectToLoginWithError({
+  baseUrl,
+  error,
+  nextPath,
+}: {
+  baseUrl: string;
+  error: string | null;
+  nextPath: string;
+}) {
+  const loginUrl = new URL("/auth/login", baseUrl);
+  loginUrl.searchParams.set("next", nextPath);
+  loginUrl.searchParams.set("auth_error", "1");
+  loginUrl.searchParams.set("error", normalizeAuthError(error));
+  return NextResponse.redirect(loginUrl);
+}
+
+async function warmSignupTrial(accessToken: string): Promise<AuthProfilePayload | null> {
   const token = String(accessToken || "").trim();
-  if (!API_BASE || !token) return;
+  if (!API_BASE || !token) return null;
 
   const headers = new Headers({
     Accept: "application/json",
@@ -30,18 +64,42 @@ async function warmSignupTrial(accessToken: string) {
   const controller = new AbortController();
   const timeoutId = setTimeout(() => controller.abort(), 2500);
   try {
-    await fetch(`${API_BASE}/api/auth/me`, {
+    const response = await fetch(`${API_BASE.replace(/\/+$/, "")}/api/auth/me?scope=entitlement`, {
       cache: "no-store",
       headers,
       signal: controller.signal,
     });
+    if (!response.ok) {
+      return { subscription_active: false };
+    }
+    return await response.json();
   } catch {
     // The account/terminal bootstrap will retry. Callback must not strand login.
+    return null;
   } finally {
     clearTimeout(timeoutId);
   }
 }
 
+async function resolvePostAuthRedirect({
+  accessToken,
+  baseUrl,
+  nextPath,
+}: {
+  accessToken: string;
+  baseUrl: string;
+  nextPath: string;
+}) {
+  const profile = await warmSignupTrial(accessToken);
+  if (!isTerminalNextPath(nextPath)) {
+    return new URL(nextPath, baseUrl);
+  }
+
+  const redirectPath =
+    profile?.subscription_active === true ? nextPath : TERMINAL_CHECKOUT_PATH;
+  return new URL(redirectPath, baseUrl);
+}
+
 export async function GET(request: NextRequest) {
   const siteUrl = getConfiguredSiteUrl();
   if (siteUrl) {
@@ -60,6 +118,16 @@ export async function GET(request: NextRequest) {
   const nextPath = normalizeNextPath(request.nextUrl.searchParams.get("next"));
   const baseUrl = siteUrl || request.nextUrl.origin;
   const redirectUrl = new URL(nextPath, baseUrl);
+  const callbackError =
+    request.nextUrl.searchParams.get("error_description") ||
+    request.nextUrl.searchParams.get("error");
+  if (callbackError) {
+    return redirectToLoginWithError({
+      baseUrl,
+      error: callbackError,
+      nextPath,
+    });
+  }
 
   if (!hasSupabaseServerEnv()) {
     return NextResponse.redirect(redirectUrl);
@@ -71,8 +139,28 @@ export async function GET(request: NextRequest) {
   if (code) {
     const {
       data: { session },
+      error: exchangeError,
     } = await supabase.auth.exchangeCodeForSession(code);
-    await warmSignupTrial(session?.access_token || "");
+    if (exchangeError) {
+      return redirectToLoginWithError({
+        baseUrl,
+        error: exchangeError.message,
+        nextPath,
+      });
+    }
+    if (!session?.access_token) {
+      return redirectToLoginWithError({
+        baseUrl,
+        error: "Authentication session was not created. Please sign in again.",
+        nextPath,
+      });
+    }
+    const finalRedirectUrl = await resolvePostAuthRedirect({
+      accessToken: session.access_token,
+      baseUrl,
+      nextPath,
+    });
+    response.headers.set("Location", finalRedirectUrl.toString());
   }
 
   return response;

frontend/app/auth/login/page.tsx

@@ -2,7 +2,7 @@ import { LoginClient } from "@/components/auth/LoginClient";
 import { I18nProvider } from "@/hooks/useI18n";
 
 type PageProps = {
-  searchParams?: Promise<{ next?: string; mode?: string }>;
+  searchParams?: Promise<{ error?: string; mode?: string; next?: string }>;
 };
 
 function normalizeNextPath(input: string | undefined) {
@@ -19,13 +19,26 @@ function normalizeMode(input: string | undefined): "login" | "signup" {
   return "login";
 }
 
+function normalizeAuthError(input: string | undefined) {
+  const raw = String(input || "")
+    .replace(/[\r\n]+/g, " ")
+    .trim();
+  if (!raw) return "";
+  return raw.slice(0, 240);
+}
+
 export default async function LoginPage({ searchParams }: PageProps) {
   const params = (await searchParams) || {};
   const nextPath = normalizeNextPath(params.next);
   const initialMode = normalizeMode(params.mode);
+  const initialError = normalizeAuthError(params.error);
   return (
     <I18nProvider>
-      <LoginClient nextPath={nextPath} initialMode={initialMode} />
+      <LoginClient
+        nextPath={nextPath}
+        initialMode={initialMode}
+        initialError={initialError}
+      />
     </I18nProvider>
   );
 }

frontend/app/briefs/[city]/[date]/page.tsx

@@ -0,0 +1,129 @@
+import type { Metadata } from "next";
+import { notFound } from "next/navigation";
+import { BriefDetailPageView } from "@/components/public-content/PublicContentPages";
+import {
+  PUBLIC_BRIEFS,
+  absolutePublicUrl,
+  briefPath,
+  getBrief,
+} from "@/content/public-content";
+
+type BriefPageParams = {
+  city: string;
+  date: string;
+};
+
+export function generateStaticParams() {
+  return PUBLIC_BRIEFS.map((brief) => ({
+    city: brief.city,
+    date: brief.date,
+  }));
+}
+
+export async function generateMetadata({
+  params,
+}: {
+  params: Promise<BriefPageParams>;
+}): Promise<Metadata> {
+  const { city, date } = await params;
+  const brief = getBrief(city, date);
+
+  if (!brief) {
+    return {
+      title: "Brief not found",
+    };
+  }
+
+  const pathname = briefPath(brief);
+
+  return {
+    title: brief.title,
+    description: brief.description,
+    alternates: {
+      canonical: pathname,
+    },
+    openGraph: {
+      type: "article",
+      title: brief.title,
+      description: brief.description,
+      url: pathname,
+      publishedTime: brief.publishedAt,
+      modifiedTime: brief.updatedAt,
+    },
+    twitter: {
+      card: "summary",
+      title: brief.title,
+      description: brief.description,
+    },
+  };
+}
+
+export default async function BriefDetailPage({
+  params,
+}: {
+  params: Promise<BriefPageParams>;
+}) {
+  const { city, date } = await params;
+  const brief = getBrief(city, date);
+
+  if (!brief) {
+    notFound();
+  }
+
+  const pathname = briefPath(brief);
+  const jsonLd = [
+    {
+      "@context": "https://schema.org",
+      "@type": "Article",
+      headline: brief.title,
+      description: brief.description,
+      datePublished: brief.publishedAt,
+      dateModified: brief.updatedAt,
+      mainEntityOfPage: absolutePublicUrl(pathname),
+      author: {
+        "@type": "Organization",
+        name: "PolyWeather",
+        url: "https://polyweather.top",
+      },
+      publisher: {
+        "@type": "Organization",
+        name: "PolyWeather",
+        url: "https://polyweather.top",
+      },
+      about: [
+        brief.cityName,
+        brief.market,
+        brief.settlementSource,
+        "DEB forecast methodology",
+      ],
+    },
+    {
+      "@context": "https://schema.org",
+      "@type": "BreadcrumbList",
+      itemListElement: [
+        {
+          "@type": "ListItem",
+          position: 1,
+          name: "Briefs",
+          item: absolutePublicUrl("/briefs"),
+        },
+        {
+          "@type": "ListItem",
+          position: 2,
+          name: brief.cityName,
+          item: absolutePublicUrl(pathname),
+        },
+      ],
+    },
+  ];
+
+  return (
+    <>
+      <script
+        type="application/ld+json"
+        dangerouslySetInnerHTML={{ __html: JSON.stringify(jsonLd) }}
+      />
+      <BriefDetailPageView brief={brief} />
+    </>
+  );
+}

frontend/app/briefs/page.tsx

@@ -0,0 +1,21 @@
+import type { Metadata } from "next";
+import { BriefsIndexPageView } from "@/components/public-content/PublicContentPages";
+
+export const metadata: Metadata = {
+  title: "Weather Market Brief",
+  description:
+    "Public PolyWeather market briefs for temperature judgment, settlement-source checks, DEB context, and source freshness notes.",
+  alternates: {
+    canonical: "/briefs",
+  },
+  openGraph: {
+    title: "Weather Market Brief | PolyWeather",
+    description:
+      "Public market briefs for temperature judgment, settlement-source checks, DEB context, and source freshness notes.",
+    url: "/briefs",
+  },
+};
+
+export default function BriefsPage() {
+  return <BriefsIndexPageView />;
+}

frontend/app/globals.css

@@ -285,6 +285,133 @@
     0%, 100% { opacity: 0.3; }
     50% { opacity: 0.6; }
   }
+
+  @keyframes landingRise {
+    from {
+      opacity: 0;
+      transform: translateY(18px);
+    }
+    to {
+      opacity: 1;
+      transform: translateY(0);
+    }
+  }
+
+  @keyframes landingFloat {
+    0%,
+    100% {
+      translate: 0 0;
+    }
+    50% {
+      translate: 0 -10px;
+    }
+  }
+
+  @keyframes landingScan {
+    0% {
+      transform: translateY(-120%);
+      opacity: 0;
+    }
+    18%,
+    72% {
+      opacity: 0.48;
+    }
+    100% {
+      transform: translateY(120%);
+      opacity: 0;
+    }
+  }
+
+  @keyframes landingPulseDot {
+    0%,
+    100% {
+      box-shadow: 0 0 0 0 rgba(37, 99, 235, 0.22);
+      transform: scale(1);
+    }
+    50% {
+      box-shadow: 0 0 0 7px rgba(37, 99, 235, 0);
+      transform: scale(1.08);
+    }
+  }
+
+  .landing-rise {
+    opacity: 0;
+    animation: landingRise 720ms cubic-bezier(0.16, 1, 0.3, 1) forwards;
+  }
+
+  .landing-delay-1 {
+    animation-delay: 100ms;
+  }
+
+  .landing-delay-2 {
+    animation-delay: 190ms;
+  }
+
+  .landing-delay-3 {
+    animation-delay: 280ms;
+  }
+
+  .landing-float {
+    animation: landingFloat 7s ease-in-out infinite;
+  }
+
+  .landing-float-slow {
+    animation: landingFloat 9s ease-in-out infinite;
+  }
+
+  .landing-hover-lift {
+    transition:
+      transform 220ms ease,
+      border-color 220ms ease,
+      box-shadow 220ms ease;
+  }
+
+  .landing-hover-lift:hover {
+    transform: translateY(-4px);
+    border-color: rgba(148, 163, 184, 0.78);
+    box-shadow: 0 18px 44px rgba(15, 23, 42, 0.1);
+  }
+
+  .landing-screen-glow {
+    position: relative;
+  }
+
+  .landing-screen-glow::after {
+    content: "";
+    pointer-events: none;
+    position: absolute;
+    inset: 44px 8px 8px;
+    border-radius: 6px;
+    background: linear-gradient(
+      180deg,
+      transparent 0%,
+      rgba(37, 99, 235, 0.12) 48%,
+      transparent 100%
+    );
+    mix-blend-mode: multiply;
+    opacity: 0;
+    animation: landingScan 5.6s ease-in-out infinite;
+  }
+
+  .landing-pulse-dot {
+    animation: landingPulseDot 2.6s ease-in-out infinite;
+  }
+
+  @media (prefers-reduced-motion: reduce) {
+    .landing-rise,
+    .landing-float,
+    .landing-float-slow,
+    .landing-screen-glow::after,
+    .landing-pulse-dot {
+      opacity: 1;
+      animation: none;
+    }
+
+    .landing-hover-lift,
+    .landing-hover-lift:hover {
+      transform: none;
+    }
+  }
 }
 
 /* ── Reduced motion: disable all animations and transitions ── */

frontend/app/layout.tsx

@@ -1,6 +1,7 @@
 import type { Metadata } from "next";
 import { Inter, JetBrains_Mono } from "next/font/google";
 import { RegisterSW } from "@/components/dashboard/RegisterSW";
+import { MicrosoftClarity } from "@/components/observability/MicrosoftClarity";
 import "./globals.css";
 
 const inter = Inter({
@@ -89,6 +90,7 @@ export default function RootLayout({
         </a>
         <main id="main-content">{children}</main>
         <RegisterSW />
+        <MicrosoftClarity />
       </body>
     </html>
   );

frontend/app/methodology/[slug]/page.tsx

@@ -0,0 +1,85 @@
+import type { Metadata } from "next";
+import { notFound } from "next/navigation";
+import { MethodologyDetailPageView } from "@/components/public-content/PublicContentPages";
+import {
+  METHODOLOGY_PAGES,
+  absolutePublicUrl,
+  getMethodologyPage,
+  methodologyPath,
+} from "@/content/public-content";
+
+type MethodologyPageParams = {
+  slug: string;
+};
+
+export function generateStaticParams() {
+  return METHODOLOGY_PAGES.map((page) => ({ slug: page.slug }));
+}
+
+export async function generateMetadata({
+  params,
+}: {
+  params: Promise<MethodologyPageParams>;
+}): Promise<Metadata> {
+  const { slug } = await params;
+  const page = getMethodologyPage(slug);
+
+  if (!page) {
+    return {
+      title: "Methodology not found",
+    };
+  }
+
+  return {
+    title: page.title,
+    description: page.description,
+    alternates: {
+      canonical: methodologyPath(page),
+    },
+    openGraph: {
+      type: "article",
+      title: page.title,
+      description: page.description,
+      url: methodologyPath(page),
+      modifiedTime: page.updatedAt,
+    },
+  };
+}
+
+export default async function MethodologyDetailPage({
+  params,
+}: {
+  params: Promise<MethodologyPageParams>;
+}) {
+  const { slug } = await params;
+  const page = getMethodologyPage(slug);
+
+  if (!page) {
+    notFound();
+  }
+
+  const pathname = methodologyPath(page);
+  const jsonLd = {
+    "@context": "https://schema.org",
+    "@type": "TechArticle",
+    headline: page.title,
+    description: page.description,
+    dateModified: page.updatedAt,
+    mainEntityOfPage: absolutePublicUrl(pathname),
+    author: {
+      "@type": "Organization",
+      name: "PolyWeather",
+      url: "https://polyweather.top",
+    },
+  };
+
+  return (
+    <>
+      <script
+        type="application/ld+json"
+        dangerouslySetInnerHTML={{ __html: JSON.stringify(jsonLd) }}
+      />
+      <MethodologyDetailPageView page={page} />
+    </>
+  );
+}

frontend/app/methodology/page.tsx

@@ -0,0 +1,21 @@
+import type { Metadata } from "next";
+import { MethodologyIndexPageView } from "@/components/public-content/PublicContentPages";
+
+export const metadata: Metadata = {
+  title: "Methodology",
+  description:
+    "PolyWeather public methodology for DEB forecast blending, settlement-source priority, freshness, and market weather analysis.",
+  alternates: {
+    canonical: "/methodology",
+  },
+  openGraph: {
+    title: "Methodology | PolyWeather",
+    description:
+      "Public methodology for DEB forecast blending, settlement-source priority, freshness, and market weather analysis.",
+    url: "/methodology",
+  },
+};
+
+export default function MethodologyPage() {
+  return <MethodologyIndexPageView />;
+}

frontend/app/ops/audit-log/page.tsx

@@ -0,0 +1,5 @@
+import { AuditLogPageClient } from "@/components/ops/audit/AuditLogPageClient";
+
+export default function OpsAuditLogPage() {
+  return <AuditLogPageClient />;
+}

frontend/app/ops/feedback/page.tsx

@@ -0,0 +1,10 @@
+import type { Metadata } from "next";
+import { requireOpsAdmin } from "@/lib/ops-admin";
+import { FeedbackPageClient } from "@/components/ops/feedback/FeedbackPageClient";
+
+export const metadata: Metadata = { title: "用户反馈 — PolyWeather Ops" };
+
+export default async function OpsFeedbackPage() {
+  await requireOpsAdmin("/ops/feedback");
+  return <FeedbackPageClient />;
+}

frontend/app/page.tsx

@@ -1,6 +1,7 @@
 import type { Metadata } from "next";
 import { redirect } from "next/navigation";
 import { InstitutionalLandingPage } from "@/components/landing/InstitutionalLandingPage";
+import { LANDING_LOCALE_QUERY_PARAM } from "@/components/landing/landingLocale";
 
 export const metadata: Metadata = {
   title: "PolyWeather | Institutional Weather Signal Intelligence",
@@ -32,6 +33,8 @@ export default async function HomePage({
     const qs = usp.toString();
     redirect(`/auth/callback${qs ? `?${qs}` : ""}`);
   }
+  const rawLandingLocale = params[LANDING_LOCALE_QUERY_PARAM];
+  const landingLocale = Array.isArray(rawLandingLocale) ? rawLandingLocale[0] : rawLandingLocale;
   const jsonLd = {
     "@context": "https://schema.org",
     "@type": "WebApplication",
@@ -68,7 +71,7 @@ export default async function HomePage({
         type="application/ld+json"
         dangerouslySetInnerHTML={{ __html: JSON.stringify(jsonLd) }}
       />
-      <InstitutionalLandingPage />
+      <InstitutionalLandingPage queryLocale={landingLocale} />
     </>
   );
 }

frontend/app/sitemap.ts

@@ -1,20 +1,62 @@
 import type { MetadataRoute } from "next";
+import {
+  METHODOLOGY_PAGES,
+  PUBLIC_BRIEFS,
+  SOURCE_PAGES,
+} from "@/content/public-content";
 
 export default function sitemap(): MetadataRoute.Sitemap {
   const baseUrl = "https://polyweather.top";
+  const now = new Date();
 
   return [
     {
       url: baseUrl,
-      lastModified: new Date(),
+      lastModified: now,
       changeFrequency: "weekly",
       priority: 1.0,
     },
     {
       url: `${baseUrl}/auth/login`,
-      lastModified: new Date(),
+      lastModified: now,
       changeFrequency: "monthly",
       priority: 0.6,
     },
+    {
+      url: `${baseUrl}/briefs`,
+      lastModified: now,
+      changeFrequency: "weekly",
+      priority: 0.9,
+    },
+    {
+      url: `${baseUrl}/methodology`,
+      lastModified: now,
+      changeFrequency: "monthly",
+      priority: 0.8,
+    },
+    {
+      url: `${baseUrl}/sources`,
+      lastModified: now,
+      changeFrequency: "monthly",
+      priority: 0.8,
+    },
+    ...PUBLIC_BRIEFS.map((brief) => ({
+      url: `${baseUrl}/briefs/${brief.city}/${brief.date}`,
+      lastModified: new Date(brief.updatedAt),
+      changeFrequency: "daily" as const,
+      priority: 0.85,
+    })),
+    ...METHODOLOGY_PAGES.map((page) => ({
+      url: `${baseUrl}/methodology/${page.slug}`,
+      lastModified: new Date(page.updatedAt),
+      changeFrequency: "monthly" as const,
+      priority: 0.75,
+    })),
+    ...SOURCE_PAGES.map((source) => ({
+      url: `${baseUrl}/sources/${source.slug}`,
+      lastModified: new Date(source.updatedAt),
+      changeFrequency: "monthly" as const,
+      priority: 0.7,
+    })),
   ];
 }

frontend/app/sources/[slug]/page.tsx

@@ -0,0 +1,89 @@
+import type { Metadata } from "next";
+import { notFound } from "next/navigation";
+import { SourceDetailPageView } from "@/components/public-content/PublicContentPages";
+import {
+  SOURCE_PAGES,
+  absolutePublicUrl,
+  getSourcePage,
+  sourcePath,
+} from "@/content/public-content";
+
+type SourcePageParams = {
+  slug: string;
+};
+
+export function generateStaticParams() {
+  return SOURCE_PAGES.map((source) => ({ slug: source.slug }));
+}
+
+export async function generateMetadata({
+  params,
+}: {
+  params: Promise<SourcePageParams>;
+}): Promise<Metadata> {
+  const { slug } = await params;
+  const source = getSourcePage(slug);
+
+  if (!source) {
+    return {
+      title: "Source not found",
+    };
+  }
+
+  return {
+    title: source.title,
+    description: source.description,
+    alternates: {
+      canonical: sourcePath(source),
+    },
+    openGraph: {
+      type: "article",
+      title: source.title,
+      description: source.description,
+      url: sourcePath(source),
+      modifiedTime: source.updatedAt,
+    },
+  };
+}
+
+export default async function SourceDetailPage({
+  params,
+}: {
+  params: Promise<SourcePageParams>;
+}) {
+  const { slug } = await params;
+  const source = getSourcePage(slug);
+
+  if (!source) {
+    notFound();
+  }
+
+  const pathname = sourcePath(source);
+  const jsonLd = {
+    "@context": "https://schema.org",
+    "@type": "Dataset",
+    name: source.title,
+    description: source.description,
+    url: absolutePublicUrl(pathname),
+    dateModified: source.updatedAt,
+    creator: {
+      "@type": "Organization",
+      name: source.operator,
+    },
+    includedInDataCatalog: {
+      "@type": "DataCatalog",
+      name: "PolyWeather source notes",
+      url: absolutePublicUrl("/sources"),
+    },
+  };
+
+  return (
+    <>
+      <script
+        type="application/ld+json"
+        dangerouslySetInnerHTML={{ __html: JSON.stringify(jsonLd) }}
+      />
+      <SourceDetailPageView source={source} />
+    </>
+  );
+}

frontend/app/sources/page.tsx

@@ -0,0 +1,21 @@
+import type { Metadata } from "next";
+import { SourcesIndexPageView } from "@/components/public-content/PublicContentPages";
+
+export const metadata: Metadata = {
+  title: "Weather Sources",
+  description:
+    "PolyWeather public source notes for MGM, METAR, HKO, NOAA, ECMWF, and settlement-source weather analysis.",
+  alternates: {
+    canonical: "/sources",
+  },
+  openGraph: {
+    title: "Weather Sources | PolyWeather",
+    description:
+      "Public source notes for MGM, METAR, HKO, NOAA, ECMWF, and settlement-source weather analysis.",
+    url: "/sources",
+  },
+};
+
+export default function SourcesPage() {
+  return <SourcesIndexPageView />;
+}

frontend/app/subscription-help/SubscriptionHelpClient.tsx

@@ -16,8 +16,8 @@ const FAQ_ITEMS = [
   {
     q_zh: "Pro 包含哪些功能？",
     q_en: "What features does Pro include?",
-    a_zh: "开通后可解锁：今日日内机场报文规则分析（含高温时段）、未来日期分析、城市决策卡、全平台智能气象推送。",
+    a_zh: "开通后可解锁：结算源优先终端、多城市图表巡检、未来日期分析、Telegram 缓存推送。",
-    a_en: "Unlocks: intraday METAR rule analysis (including peak window), future-date analysis, city decision cards, and cross-platform smart weather push.",
+    a_en: "Unlocks: settlement-source-first terminal, multi-city chart monitoring, future-date analysis, and Telegram cached alerts.",
   },
   {
     q_zh: "当前订阅价格是多少？",

frontend/app/terminal/page.tsx

@@ -15,7 +15,7 @@ const ScanTerminalDashboard = dynamic(
 export const metadata: Metadata = {
   title: "PolyWeather Terminal | Paid Product",
   description:
-    "Paid PolyWeather decision terminal for weather-signal analysis and city decision cards.",
+    "Paid PolyWeather decision terminal for weather-signal analysis and multi-city chart monitoring.",
 };
 
 export default function TerminalPage() {

frontend/components/account/AccountCenter.tsx

@@ -2,7 +2,7 @@
 
 import { useCallback, useEffect, useMemo, useState } from "react";
 import Link from "next/link";
-import { useRouter } from "next/navigation";
+import { useRouter, useSearchParams } from "next/navigation";
 import type { User } from "@supabase/supabase-js";
 import {
   User as UserIcon,
@@ -41,17 +41,17 @@ import {
 } from "@/lib/supabase/client";
 import { markAnalyticsOnce, trackAppEvent } from "@/lib/app-analytics";
 import { useI18n } from "@/hooks/useI18n";
-import { UnlockProOverlay } from "@/components/subscription/UnlockProOverlay";
 
 import type { AuthMeResponse } from "./types";
 import {
-  SUBSCRIPTION_HELP_HREF,
   TELEGRAM_BOT_URL,
   TELEGRAM_GROUP_URL,
   TELEGRAM_TOPICS_GROUP_URL,
   WALLETCONNECT_PROJECT_ID,
 } from "./constants";
 import { InfoRow, PlusIcon } from "./AccountInfoRow";
+import { AccountFeedbackPanel } from "./AccountFeedbackPanel";
+import { TurnstileWidget } from "@/components/security/TurnstileWidget";
 import {
   chainIdToDisplayName,
   clearStoredPaymentRecovery,
@@ -62,11 +62,28 @@ import {
 import { createAccountCopy } from "./account-copy";
 import { resetWalletConnectProvider } from "./wallet";
 import { useAccountPayment } from "./useAccountPayment";
+import {
+  buildTrialValueReplaySummary,
+  readTrialValueReplay,
+} from "@/lib/trial-value-replay";
+import { getTurnstileTokenForAction } from "@/lib/turnstile-client";
 
 // --- Main Component ---
 
+function pointSourceLabel(source?: string, isEn = false) {
+  const key = String(source || "").trim().toLowerCase();
+  if (key === "feedback_reward") return isEn ? "Feedback reward" : "反馈奖励";
+  if (key === "ops_manual_grant") return isEn ? "Ops manual grant" : "后台补发";
+  if (key === "paid_referral") return isEn ? "Paid referral" : "有效付费邀请";
+  if (key === "growth_milestone_reward") return isEn ? "Growth reward" : "增长奖励";
+  if (key === "points_redemption") return isEn ? "Payment redemption" : "支付抵扣";
+  if (key === "ops_subscription_deduction") return isEn ? "Ops deduction" : "后台订阅扣分";
+  return key || (isEn ? "Unknown source" : "未知来源");
+}
+
 export function AccountCenter() {
   const router = useRouter();
+  const searchParams = useSearchParams();
   const { locale } = useI18n();
   const isEn = locale === "en-US";
   const copy = useMemo(() => createAccountCopy(isEn), [isEn]);
@@ -76,9 +93,9 @@ export function AccountCenter() {
   const [refreshing, setRefreshing] = useState(false);
   const [copied, setCopied] = useState(false);
   const [showSecondarySections, setShowSecondarySections] = useState(false);
+  const [trialValueReplay, setTrialValueReplay] = useState(() => readTrialValueReplay());
 
   // ── Shared state (declared in component, written by hook via setters) ─
-  const [showOverlay, setShowOverlay] = useState(false);
   const [usePoints, setUsePoints] = useState(true);
   const [errorText, setErrorText] = useState("");
   const [updatedAt, setUpdatedAt] = useState<string>("");
@@ -86,9 +103,25 @@ export function AccountCenter() {
   const [backend, setBackend] = useState<AuthMeResponse | null>(null);
   const [referralCodeInput, setReferralCodeInput] = useState("");
   const [referralApplying, setReferralApplying] = useState(false);
+  const [paymentTurnstileToken, setPaymentTurnstileToken] = useState("");
+  const [paymentTurnstileResetKey, setPaymentTurnstileResetKey] = useState(0);
 
   const supabaseReady = hasSupabasePublicEnv();
   const walletConnectEnabled = Boolean(WALLETCONNECT_PROJECT_ID);
+  const resetPaymentTurnstile = useCallback(() => {
+    setPaymentTurnstileToken("");
+    setPaymentTurnstileResetKey((value) => value + 1);
+  }, []);
+  const getPaymentTurnstileToken = useCallback(
+    (
+      action: "payment_intent_create" | "payment_tx_submit",
+      options?: { optional?: boolean },
+    ) => {
+      if (options?.optional && !paymentTurnstileToken) return undefined;
+      return getTurnstileTokenForAction(paymentTurnstileToken, action);
+    },
+    [paymentTurnstileToken],
+  );
 
   // ── Hook ────────────────────────────────────────────────
   const {
@@ -97,10 +130,10 @@ export function AccountCenter() {
     paymentInfo,
     paymentError,
     lastIntentId,
-    lastTxHash,
     lastPaymentStartedAt,
     telegramBindOpening,
     telegramBindUrl,
+    telegramBindCommand,
     manualPayment,
     manualTxHash,
     txValidation,
@@ -150,7 +183,6 @@ export function AccountCenter() {
     allowedPaymentHosts,
     currentPaymentHost,
     paymentHostAllowed,
-    selectedPlan,
     selectedPaymentToken,
     selectedTokenLabel,
     availableTokenList,
@@ -160,7 +192,6 @@ export function AccountCenter() {
     resolvedSelectedTokenAddress,
     paymentReceiverAddress,
     paymentWalletLabel,
-    hasPayingWallet,
     totalPoints,
     billing,
 
@@ -169,11 +200,10 @@ export function AccountCenter() {
     loadPaymentSnapshot,
     connectAndBindWallet,
     handleUnbindWallet,
-    createIntentAndPay,
     createManualPaymentIntent,
     submitManualPaymentTx,
     validateTxHash,
-    handleOverlayCheckout,
+    createTelegramBotBindCommand,
     openTelegramBotBindLink,
   } = useAccountPayment({
     isEn,
@@ -186,10 +216,10 @@ export function AccountCenter() {
     setBackend,
     setErrorText,
     setUpdatedAt,
-    showOverlay,
-    setShowOverlay,
     usePoints,
     setUsePoints,
+    getPaymentTurnstileToken,
+    resetPaymentTurnstile,
   });
 
   // ── Auth analytics effect ──────────────────────────────
@@ -398,10 +428,10 @@ export function AccountCenter() {
     !isSubscribed && expiryInfo && expiryInfo.expired,
   );
   const paymentFeatureReady = paymentReadyForRecovery;
-  const canOpenCheckoutOverlay = Boolean(
+  const canTrialUpgrade = Boolean(isSubscribed && isTrialSubscription);
+  const canStartPayment = Boolean(
     paymentFeatureReady &&
-      !isSubscriptionUnknown &&
+      (canTrialUpgrade || !isSubscribed || showExpiringSoon || showExpiredReminder),
-      (!isSubscribed || showExpiringSoon || showExpiredReminder),
   );
   const subscriptionStatusTitle = showExpiredReminder
     ? copy.proExpiredTitle
@@ -432,6 +462,14 @@ export function AccountCenter() {
         { plan_code: "pro_monthly", plan_id: 101, amount_usdc: "29.9", duration_days: 30 },
         { plan_code: "pro_quarterly", plan_id: 102, amount_usdc: "79.9", duration_days: 90 },
       ];
+  const manualTxHashReady = /^0x[a-fA-F0-9]{64}$/.test(manualTxHash.trim());
+  const trialValueReplaySummary = useMemo(
+    () => buildTrialValueReplaySummary(trialValueReplay, {
+      isEn,
+      trialExpiresAt: displayExpiryRaw,
+    }),
+    [displayExpiryRaw, isEn, trialValueReplay],
+  );
   const referral = backend?.referral;
   const referralCode = String(referral?.code || "").trim();
   const appliedReferralCode = String(referral?.applied_code || "").trim();
@@ -442,9 +480,7 @@ export function AccountCenter() {
       referralCodeInput.trim(),
   );
 
-  // ── Payment overlay tracking effect ──────────────────────
+  const focusPaymentManagement = useCallback(() => {
-  useEffect(() => {
-    if (!showOverlay || !canOpenCheckoutOverlay) return;
     trackAppEvent("paywall_viewed", {
       entry: "account_center",
       user_state: isAuthenticated ? "logged_in" : "guest",
@@ -452,15 +488,39 @@ export function AccountCenter() {
       expiring_soon: showExpiringSoon,
       subscription_plan_code: planCode || null,
     });
+    const paymentSection = document.getElementById("payment-management");
+    paymentSection?.scrollIntoView({ behavior: "smooth", block: "start" });
   }, [
     isAuthenticated,
-    canOpenCheckoutOverlay,
     planCode,
     showExpiredReminder,
     showExpiringSoon,
-    showOverlay,
   ]);
 
+  useEffect(() => {
+    if (searchParams.get("checkout") === "1") {
+      window.setTimeout(focusPaymentManagement, 0);
+    }
+  }, [focusPaymentManagement, searchParams]);
+
+  useEffect(() => {
+    if (!isTrialSubscription) return;
+    setTrialValueReplay(readTrialValueReplay());
+  }, [authUserId, isTrialSubscription]);
+
+  const openTrialValueReplayCheckout = useCallback(() => {
+    trackAppEvent("paywall_feature_clicked", {
+      entry: "account_center",
+      feature: "trial_value_replay_upgrade",
+      user_id: authUserId || null,
+      replay_cities: trialValueReplay.citiesViewed.length,
+      replay_terminal_visits: trialValueReplay.terminalVisits,
+      replay_rows_available: trialValueReplay.rowsAvailableMax,
+      subscription_plan_code: planCode || null,
+    });
+    focusPaymentManagement();
+  }, [authUserId, focusPaymentManagement, planCode, trialValueReplay]);
+
   // ── Referral points display ────────────────────────────
   const referralRewardPointsRaw = Number(referral?.reward_points ?? 3500);
   const referralRewardPoints = Number.isFinite(referralRewardPointsRaw)
@@ -486,11 +546,12 @@ export function AccountCenter() {
   const monthlyReferralPointsLimit = Number.isFinite(monthlyReferralPointsLimitRaw)
     ? Math.max(0, monthlyReferralPointsLimitRaw)
     : monthlyReferralLimit * referralRewardPoints;
+  const pointsLedger = backend?.points_ledger;
+  const pointSourceRows = Object.entries(pointsLedger?.by_source ?? {});
+  const recentPointEvents = pointsLedger?.recent ?? [];
 
   // ── Telegram bind command ──────────────────────────────
-  const bindCommand = userId
+  const bindCommand = telegramBindCommand || copy.telegramBindCommandPlaceholder;
-    ? `/bind ${userId}${email ? ` ${email}` : ""}`
-    : "/bind <supabase_user_id> <email>";
 
   // ── Copy handler ──────────────────────────────────────
   const handleCopy = (text: string) => {
@@ -500,6 +561,13 @@ export function AccountCenter() {
     });
   };
 
+  const handleCopyTelegramBindCommand = async () => {
+    if (!isAuthenticated || telegramBindOpening) return;
+    const command = await createTelegramBotBindCommand();
+    if (!command) return;
+    handleCopy(command);
+  };
+
   const applyReferralCode = useCallback(async () => {
     const code = referralCodeInput.trim();
     if (!code || referralApplying) return;
@@ -587,9 +655,10 @@ export function AccountCenter() {
           </div>
         </div>
         <div className="flex items-center gap-2">
-          {!showOverlay && canOpenCheckoutOverlay && (
+          {canStartPayment && (
             <button
-              onClick={() => setShowOverlay(true)}
+              type="button"
+              onClick={focusPaymentManagement}
               className="flex items-center gap-2 rounded-lg border border-amber-300 bg-amber-50 px-4 py-2 text-sm font-semibold text-amber-700 transition-all hover:bg-amber-100"
             >
               <Crown size={16} />{" "}
@@ -620,7 +689,7 @@ export function AccountCenter() {
             </button>
           ) : (
             <Link
-              href="/auth/login?next=%2Faccount"
+              href="/auth/login?next=%2Faccount%3Fcheckout%3D1"
               className="flex items-center gap-2 rounded-lg border border-blue-200 bg-blue-50 px-4 py-2 text-sm font-semibold text-blue-700 transition-all hover:bg-blue-100"
             >
               <LogIn size={16} /> {copy.signIn}
@@ -655,7 +724,7 @@ export function AccountCenter() {
               </div>
               <button
                 type="button"
-                onClick={() => setShowOverlay(true)}
+                onClick={focusPaymentManagement}
                 className="inline-flex items-center justify-center gap-2 rounded-lg border border-amber-300 bg-white px-4 py-2 text-sm font-bold text-amber-800 transition-all hover:bg-amber-100"
               >
                 <Crown size={16} />
@@ -665,6 +734,45 @@ export function AccountCenter() {
           </div>
         )}
 
+        {isTrialSubscription && canStartPayment && (
+          <section className="lg:col-span-12 overflow-hidden rounded-2xl border border-amber-200 bg-white shadow-sm">
+            <div className="grid gap-0 md:grid-cols-[minmax(0,1fr)_auto]">
+              <div className="min-w-0 p-6">
+                <div className="mb-3 flex flex-wrap items-center gap-2 text-xs font-black uppercase text-amber-700">
+                  <Sparkles size={15} />
+                  <span>{isEn ? "Trial value replay" : "试用价值回放"}</span>
+                  {trialValueReplaySummary.hasUsageEvidence ? (
+                    <span className="rounded-full border border-amber-200 bg-amber-50 px-2 py-0.5 text-[10px] text-amber-800">
+                      {isEn ? "Based on your trial" : "基于你的试用"}
+                    </span>
+                  ) : null}
+                </div>
+                <p className="max-w-3xl text-base font-bold leading-7 text-slate-950">
+                  {trialValueReplaySummary.headline}
+                </p>
+                <div className="mt-4 grid gap-2 text-sm text-slate-600 md:grid-cols-3">
+                  {trialValueReplaySummary.bullets.map((bullet) => (
+                    <div key={bullet} className="flex min-w-0 items-start gap-2">
+                      <CheckCircle2 size={15} className="mt-0.5 shrink-0 text-emerald-500" />
+                      <span className="min-w-0 leading-5">{bullet}</span>
+                    </div>
+                  ))}
+                </div>
+              </div>
+              <div className="flex items-center border-t border-amber-100 bg-amber-50 p-6 md:border-l md:border-t-0">
+                <button
+                  type="button"
+                  onClick={openTrialValueReplayCheckout}
+                  className="inline-flex min-h-11 w-full items-center justify-center gap-2 rounded-xl bg-amber-600 px-5 py-3 text-sm font-black text-white shadow-sm transition hover:bg-amber-700 md:w-auto"
+                >
+                  <Crown size={16} />
+                  {trialValueReplaySummary.primaryCta}
+                </button>
+              </div>
+            </div>
+          </section>
+        )}
+
         {/* User Card */}
         <div className="flex flex-col items-center gap-8 rounded-2xl border border-slate-200 bg-white p-8 shadow-sm lg:col-span-8 md:flex-row">
           <div className="relative">
@@ -803,10 +911,68 @@ export function AccountCenter() {
           </div>
         )}
 
+        <section className="lg:col-span-12 rounded-2xl border border-slate-200 bg-white p-6 shadow-sm">
+          <div className="flex flex-col gap-2 md:flex-row md:items-center md:justify-between">
+            <h3 className="flex items-center gap-2 text-lg font-bold text-slate-950">
+              <Coins size={20} className="text-yellow-500" />
+              {isEn ? "Point Sources" : "积分来源"}
+            </h3>
+            <span className="text-xs font-semibold text-slate-500">
+              {isEn ? "Current balance" : "当前余额"} {Number(pointsLedger?.balance ?? totalPoints).toLocaleString()}
+            </span>
+          </div>
+          {pointSourceRows.length === 0 && recentPointEvents.length === 0 ? (
+            <p className="mt-3 rounded-xl border border-slate-200 bg-slate-50 px-4 py-3 text-xs text-slate-500">
+              {copy.pointsRule}
+            </p>
+          ) : (
+            <div className="mt-4 grid gap-4 lg:grid-cols-[minmax(0,0.9fr)_minmax(0,1.1fr)]">
+              <div className="grid gap-2 sm:grid-cols-2">
+                {pointSourceRows.map(([source, item]) => (
+                  <div key={source} className="rounded-xl border border-slate-200 bg-slate-50 px-4 py-3">
+                    <div className="text-xs font-bold text-slate-600">
+                      {pointSourceLabel(source, isEn)}
+                    </div>
+                    <div className="mt-1 text-lg font-black text-slate-950">
+                      {Number(item?.points ?? 0).toLocaleString()}
+                    </div>
+                    <div className="mt-0.5 text-[11px] text-slate-500">
+                      {Number(item?.count ?? 0).toLocaleString()} {isEn ? "events" : "笔记录"} · {source}
+                    </div>
+                  </div>
+                ))}
+              </div>
+              <div className="rounded-xl border border-slate-200">
+                <div className="border-b border-slate-200 px-4 py-2 text-xs font-bold uppercase text-slate-500">
+                  {isEn ? "Recent point ledger" : "最近积分流水"}
+                </div>
+                <div className="divide-y divide-slate-100">
+                  {recentPointEvents.slice(0, 5).map((event, index) => (
+                    <div key={`${event.id ?? index}-${event.source}`} className="grid grid-cols-[minmax(0,1fr)_auto] gap-3 px-4 py-2 text-sm">
+                      <div className="min-w-0">
+                        <div className="truncate font-semibold text-slate-800">
+                          {pointSourceLabel(event.source, isEn)}
+                        </div>
+                        <div className="mt-0.5 truncate text-[11px] text-slate-500">
+                          {event.reference_type || "ledger"} · {event.created_at ? formatTime(event.created_at, locale) : "--"}
+                        </div>
+                      </div>
+                      <div className={`font-mono font-bold ${Number(event.delta_points ?? 0) >= 0 ? "text-emerald-600" : "text-red-600"}`}>
+                        {Number(event.delta_points ?? 0) >= 0 ? "+" : ""}
+                        {Number(event.delta_points ?? 0).toLocaleString()}
+                      </div>
+                    </div>
+                  ))}
+                </div>
+              </div>
+            </div>
+          )}
+        </section>
+
         {/* Subscription Info & Paywall */}
         <div className="lg:col-span-12 relative">
           <div
-            className={`grid grid-cols-1 md:grid-cols-2 gap-6 transition-all duration-700 ${canOpenCheckoutOverlay && showOverlay ? "blur-md grayscale-[0.3] opacity-30 select-none pointer-events-none" : ""}`}
+            className="grid grid-cols-1 md:grid-cols-2 gap-6 transition-all duration-700"
           >
             <section className="space-y-3 rounded-2xl border border-slate-200 bg-white p-6 shadow-sm">
               <h3 className="mb-4 text-sm font-bold uppercase text-blue-700">
@@ -897,41 +1063,14 @@ export function AccountCenter() {
               ) : null}
             </section>
           </div>
+        </div>
 
-          {/* Paywall Mask */}
+        <AccountFeedbackPanel
-          {canOpenCheckoutOverlay && showOverlay && (
+          isEn={isEn}
-            <div className="absolute inset-0 z-30 flex items-center justify-center p-4">
+          title={copy.accountFeedbackTitle}
-              <UnlockProOverlay
+          description={copy.accountFeedbackDescription}
-                points={totalPoints}
+          refreshLabel={copy.refresh}
-                planPriceUsd={billing.planAmount}
-                usePoints={usePoints}
-                onToggleUsePoints={() => setUsePoints((prev) => !prev)}
-                billing={{
-                  pointsEnabled: billing.pointsEnabled,
-                  isEligible: billing.canRedeem,
-                  pointsUsed: billing.pointsUsed,
-                  discountAmount: billing.discountAmount,
-                  finalPrice: billing.payAmount,
-                  maxDiscountUsd: billing.maxDiscountUsdc,
-                  pointsPerUsd: billing.pointsPerUsdc,
-                }}
-                onPay={() => void handleOverlayCheckout()}
-                onManualPay={() => void createManualPaymentIntent()}
-                onClose={() => setShowOverlay(false)}
-                payBusy={paymentBusy}
-                payLabel={hasPayingWallet ? copy.payNow : copy.connectAndPay}
-                manualPayLabel="手动转账"
-                errorText={paymentError || undefined}
-                infoText={paymentInfo || undefined}
-                txHash={lastTxHash || undefined}
-                chainId={selectedPaymentChainId || paymentConfig?.chain_id || 137}
-                paymentTokenLabel={selectedTokenLabel}
-                faqHref={SUBSCRIPTION_HELP_HREF}
-                telegramGroupUrl=""
         />
-            </div>
-          )}
-        </div>
 
         {/* Telegram Bot Section & Payment Details */}
         {showSecondarySections ? (
@@ -955,8 +1094,8 @@ export function AccountCenter() {
                   </p>
                   <button
                     type="button"
-                    onClick={() => setShowOverlay(true)}
+                    onClick={focusPaymentManagement}
-                    disabled={!canOpenCheckoutOverlay}
+                    disabled={!canStartPayment}
                     className="mt-5 inline-flex items-center gap-2 rounded-xl border border-amber-700 bg-amber-600 px-4 py-3 text-xs font-bold text-white hover:bg-amber-700 disabled:cursor-not-allowed disabled:opacity-50"
                   >
                     <Crown size={14} />
@@ -1021,8 +1160,9 @@ export function AccountCenter() {
                         : copy.telegramBotBindLink}
                     </button>
                     <button
-                      onClick={() => handleCopy(bindCommand)}
+                      onClick={() => void handleCopyTelegramBindCommand()}
-                      className="rounded-xl border border-blue-700 bg-blue-600 p-4 text-white shadow-sm transition-all hover:bg-blue-700"
+                      disabled={telegramBindOpening || !isAuthenticated}
+                      className="rounded-xl border border-blue-700 bg-blue-600 p-4 text-white shadow-sm transition-all hover:bg-blue-700 disabled:cursor-not-allowed disabled:opacity-50"
                       title={copy.copyCommand}
                       aria-label={copy.copyCommand}
                     >
@@ -1079,6 +1219,7 @@ export function AccountCenter() {
                   </div>
                 ) : null}
                 <div
+                  id="payment-management"
                   data-testid="payment-management-grid"
                   className={`grid gap-6 lg:items-start ${
                     hasTelegramPanel ? "" : "lg:grid-cols-[minmax(0,1fr)_minmax(320px,380px)]"
@@ -1108,7 +1249,9 @@ export function AccountCenter() {
                             >
                               <div className="flex items-center justify-between gap-2 text-xs font-bold">
                                 <span>
-                                  {isQuarterly ? copy.quarterlyPlan : copy.monthlyPlan}
+                                  {isQuarterly
+                                    ? copy.quarterlyPlan
+                                    : copy.monthlyPlan}
                                 </span>
                                 <span>{plan.amount_usdc} USDC</span>
                               </div>
@@ -1319,6 +1462,12 @@ export function AccountCenter() {
                       </div>
                     )}
 
+                    <TurnstileWidget
+                      action="payment_intent_create"
+                      onToken={setPaymentTurnstileToken}
+                      resetKey={paymentTurnstileResetKey}
+                    />
+
                     {/* Payment Method Tabs */}
                     <div className="border-t border-slate-200 pt-5">
                       <p className="mb-3 text-[10px] font-semibold uppercase text-slate-500">
@@ -1588,6 +1737,10 @@ export function AccountCenter() {
                                           "amount_insufficient"
                                         ? copy
                                             .verifyAmountLow
+                                        : txValidation.reason ===
+                                            "direct_self_transfer"
+                                          ? copy
+                                              .verifySelfTransfer
                                         : txValidation.reason ===
                                             "tx_reverted"
                                           ? copy
@@ -1605,11 +1758,7 @@ export function AccountCenter() {
                               onClick={() =>
                                 void submitManualPaymentTx()
                               }
-                              disabled={
+                              disabled={paymentBusy || !manualTxHashReady}
-                                paymentBusy ||
-                                !(txValidation.checked &&
-                                  txValidation.valid === true)
-                              }
                               className="w-full rounded-xl border border-emerald-700 bg-emerald-600 px-3 py-2 text-xs font-bold text-white transition-all hover:bg-emerald-700 disabled:opacity-50"
                             >
                               {copy.paymentManualSubmit}

frontend/components/account/AccountFeedbackPanel.tsx

@@ -0,0 +1,221 @@
+"use client";
+
+import { useCallback, useEffect, useMemo, useState } from "react";
+import { MessageSquare, RefreshCw } from "lucide-react";
+import type { UserFeedbackEntry, UserFeedbackPayload } from "@/types/ops";
+import {
+  feedbackStatusLabel,
+  feedbackStatusTone,
+} from "@/components/dashboard/scan-terminal/feedback-status";
+import {
+  getSupabaseBrowserClient,
+  hasSupabasePublicEnv,
+} from "@/lib/supabase/client";
+
+function compactDate(value?: string) {
+  if (!value) return "--";
+  return value.slice(0, 16).replace("T", " ");
+}
+
+function categoryLabel(value?: string, isEn = false) {
+  const key = String(value || "").toLowerCase();
+  if (key === "bug") return "Bug";
+  if (key === "data") return isEn ? "Data" : "数据";
+  if (key === "idea") return isEn ? "Suggestion" : "建议";
+  if (key === "payment") return isEn ? "Payment" : "支付";
+  if (key === "account") return isEn ? "Account" : "账号";
+  return isEn ? "Other" : "其他";
+}
+
+function formatRewardPoints(points?: number, isEn = false) {
+  const raw = Number(points || 0);
+  const value = Number.isFinite(raw) ? Math.max(0, raw) : 0;
+  return isEn
+    ? `+${value.toLocaleString()} points`
+    : `+${value.toLocaleString()} 积分`;
+}
+
+function rewardStatusText(status?: string, isEn = false) {
+  const key = String(status || "").toLowerCase();
+  if (key === "pending") return isEn ? "Reward pending" : "奖励待处理";
+  if (key === "skipped") return isEn ? "No points awarded" : "未发放积分";
+  return isEn ? "Feedback reward" : "反馈奖励";
+}
+
+function renderFeedbackReward(entry: UserFeedbackEntry, isEn: boolean) {
+  const rawPoints = Number(entry.reward_points || 0);
+  const points = Number.isFinite(rawPoints) ? Math.max(0, rawPoints) : 0;
+  const rewardStatus = String(entry.reward_status || "").toLowerCase();
+  const reason = String(entry.reward_reason || "").trim();
+  if (points <= 0 && !rewardStatus && !reason) return null;
+
+  const granted = points > 0 || rewardStatus === "granted";
+  return (
+    <div
+      className={`mt-2 rounded-lg border px-3 py-2 text-xs ${
+        granted
+          ? "border-amber-200 bg-amber-50 text-amber-800"
+          : "border-slate-200 bg-slate-50 text-slate-600"
+      }`}
+    >
+      <div className="flex flex-wrap items-center justify-between gap-2">
+        <span className="font-bold">{rewardStatusText(rewardStatus, isEn)}</span>
+        {points > 0 ? (
+          <span className="font-mono font-black">
+            {formatRewardPoints(points, isEn)}
+          </span>
+        ) : null}
+      </div>
+      {reason ? (
+        <div className="mt-1 leading-5 text-slate-600">
+          {isEn ? "Reason" : "奖励原因"}: {reason}
+        </div>
+      ) : null}
+      {entry.rewarded_at ? (
+        <div className="mt-1 font-mono text-[11px] text-slate-400">
+          {compactDate(entry.rewarded_at)}
+        </div>
+      ) : null}
+    </div>
+  );
+}
+
+export function AccountFeedbackPanel({
+  isEn,
+  title,
+  description,
+  refreshLabel,
+}: {
+  isEn: boolean;
+  title: string;
+  description: string;
+  refreshLabel: string;
+}) {
+  const [entries, setEntries] = useState<UserFeedbackEntry[]>([]);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState("");
+  const [available, setAvailable] = useState(true);
+
+  const load = useCallback(async (signal?: AbortSignal) => {
+    if (typeof fetch !== "function") return;
+    setLoading(true);
+    setError("");
+    try {
+      if (!hasSupabasePublicEnv()) {
+        setAvailable(false);
+        setEntries([]);
+        return;
+      }
+      const {
+        data: { session },
+      } = await getSupabaseBrowserClient().auth.getSession();
+      if (signal?.aborted) return;
+      const accessToken = String(session?.access_token || "").trim();
+      if (!accessToken) {
+        setAvailable(false);
+        setEntries([]);
+        return;
+      }
+      const res = await fetch("/api/feedback?limit=10", {
+        cache: "no-store",
+        headers: {
+          Accept: "application/json",
+          Authorization: `Bearer ${accessToken}`,
+        },
+        signal,
+      });
+      if (res.status === 401 || res.status === 403) {
+        setAvailable(false);
+        setEntries([]);
+        return;
+      }
+      if (!res.ok) throw new Error(`HTTP ${res.status}`);
+      const payload = (await res.json()) as UserFeedbackPayload;
+      setEntries(Array.isArray(payload.feedback) ? payload.feedback : []);
+      setAvailable(true);
+    } catch (err) {
+      if (signal?.aborted) return;
+      setError(String(err).slice(0, 140));
+    } finally {
+      if (!signal?.aborted) setLoading(false);
+    }
+  }, []);
+
+  useEffect(() => {
+    const controller = new AbortController();
+    void load(controller.signal);
+    return () => controller.abort();
+  }, [load]);
+
+  const emptyText = useMemo(() => {
+    if (loading) return isEn ? "Loading feedback..." : "正在加载反馈...";
+    return isEn ? "No submitted feedback yet." : "暂无已提交反馈。";
+  }, [isEn, loading]);
+
+  if (!available) return null;
+
+  return (
+    <section className="rounded-2xl border border-slate-200 bg-white p-6 shadow-sm lg:col-span-12">
+      <div className="mb-5 flex flex-col gap-3 sm:flex-row sm:items-start sm:justify-between">
+        <div>
+          <h3 className="flex items-center gap-2 text-sm font-bold uppercase text-slate-700">
+            <MessageSquare size={18} className="text-blue-500" />
+            {title}
+          </h3>
+          <p className="mt-1 text-xs leading-5 text-slate-500">{description}</p>
+        </div>
+        <button
+          type="button"
+          onClick={() => void load()}
+          disabled={loading}
+          className="inline-flex h-9 items-center justify-center gap-2 rounded-lg border border-slate-200 bg-white px-3 text-xs font-bold text-slate-600 transition hover:bg-slate-50 disabled:cursor-wait disabled:opacity-60"
+        >
+          <RefreshCw size={14} className={loading ? "animate-spin" : ""} />
+          {refreshLabel}
+        </button>
+      </div>
+
+      {error && (
+        <div className="mb-3 rounded-xl border border-amber-200 bg-amber-50 px-3 py-2 text-xs text-amber-700">
+          {isEn ? "Failed to load feedback: " : "反馈加载失败："}{error}
+        </div>
+      )}
+
+      {entries.length === 0 ? (
+        <div className="rounded-xl border border-slate-200 bg-slate-50 px-4 py-8 text-center text-sm text-slate-500">
+          {emptyText}
+        </div>
+      ) : (
+        <div className="divide-y divide-slate-100 overflow-hidden rounded-xl border border-slate-200">
+          {entries.map((entry) => (
+            <div key={entry.id} className="grid gap-3 bg-white px-4 py-3 md:grid-cols-[minmax(0,1fr)_auto]">
+              <div className="min-w-0">
+                <div className="flex flex-wrap items-center gap-2">
+                  <span className={`rounded border px-2 py-0.5 text-[10px] font-black ${feedbackStatusTone(entry.status)}`}>
+                    {feedbackStatusLabel(entry.status, isEn)}
+                  </span>
+                  <span className="text-[11px] font-bold text-slate-500">
+                    {categoryLabel(entry.category, isEn)}
+                  </span>
+                  <span className="text-[11px] text-slate-400">
+                    {compactDate(entry.created_at)}
+                  </span>
+                </div>
+                <p className="mt-2 line-clamp-2 text-sm font-semibold leading-5 text-slate-900">
+                  {entry.message || (isEn ? "Feedback" : "反馈")}
+                </p>
+                {renderFeedbackReward(entry, isEn)}
+              </div>
+              <div className="text-xs text-slate-500 md:text-right">
+                <div className="font-mono">{compactDate(entry.updated_at)}</div>
+                <div className="mt-1 text-[11px] text-slate-400">
+                  {isEn ? "Updated" : "最近更新"}
+                </div>
+              </div>
+            </div>
+          ))}
+        </div>
+      )}
+    </section>
+  );
+}

frontend/components/account/__tests__/accountFeedbackPanel.test.ts

@@ -0,0 +1,57 @@
+import fs from "node:fs";
+import path from "node:path";
+
+function assert(condition: unknown, message: string): asserts condition {
+  if (!condition) throw new Error(message);
+}
+
+export function runTests() {
+  const projectRoot = process.cwd();
+  const accountDir = path.join(projectRoot, "components", "account");
+  const accountCenterSource = fs.readFileSync(
+    path.join(accountDir, "AccountCenter.tsx"),
+    "utf8",
+  );
+  const feedbackPanelPath = path.join(accountDir, "AccountFeedbackPanel.tsx");
+
+  assert(fs.existsSync(feedbackPanelPath), "account center must ship a My Feedback panel component");
+
+  const feedbackPanelSource = fs.readFileSync(feedbackPanelPath, "utf8");
+  assert(
+    accountCenterSource.includes('import { AccountFeedbackPanel } from "./AccountFeedbackPanel";') &&
+      accountCenterSource.includes("<AccountFeedbackPanel") &&
+      accountCenterSource.includes("accountFeedbackTitle"),
+    "account center must mount the My Feedback panel with localized account copy",
+  );
+  assert(
+    feedbackPanelSource.includes("/api/feedback?limit=10") &&
+      feedbackPanelSource.includes("feedbackStatusLabel") &&
+      feedbackPanelSource.includes("RefreshCw") &&
+      feedbackPanelSource.includes("useEffect") &&
+      !feedbackPanelSource.includes("setInterval"),
+    "account feedback panel must load the current user's feedback once, support manual refresh, and avoid polling",
+  );
+  const sessionLookupIndex = feedbackPanelSource.indexOf(".auth.getSession()");
+  const feedbackFetchIndex = feedbackPanelSource.indexOf("/api/feedback?limit=10");
+  assert(
+    feedbackPanelSource.includes("getSupabaseBrowserClient") &&
+      feedbackPanelSource.includes("hasSupabasePublicEnv") &&
+      sessionLookupIndex >= 0 &&
+      feedbackFetchIndex >= 0 &&
+      sessionLookupIndex < feedbackFetchIndex &&
+      feedbackPanelSource.includes("accessToken") &&
+      feedbackPanelSource.includes("Authorization: `Bearer ${accessToken}`") &&
+      feedbackPanelSource.includes("if (!accessToken)") &&
+      feedbackPanelSource.includes("setAvailable(false)"),
+    "account feedback panel must avoid unauthenticated 401 requests by checking the browser session before fetching feedback",
+  );
+  assert(
+    feedbackPanelSource.includes("reward_points") &&
+      feedbackPanelSource.includes("reward_reason") &&
+      feedbackPanelSource.includes("reward_status") &&
+      feedbackPanelSource.includes("formatRewardPoints") &&
+      feedbackPanelSource.includes("renderFeedbackReward") &&
+      feedbackPanelSource.includes("奖励原因"),
+    "account feedback panel must show per-feedback reward points and reward reasons",
+  );
+}

frontend/components/account/__tests__/authSnapshot.test.ts

@@ -0,0 +1,97 @@
+import {
+  buildAuthMePath,
+  mergeAccountAuthSnapshot,
+  shouldResolveAccountUnknownWithFullProfile,
+} from "@/lib/auth-snapshot";
+import type { AuthSnapshotLike } from "@/lib/auth-snapshot";
+
+function assert(condition: unknown, message: string) {
+  if (!condition) throw new Error(message);
+}
+
+export function runTests() {
+  assert(
+    buildAuthMePath({ scope: "entitlement" }) ===
+      "/api/auth/me?scope=entitlement",
+    "account entitlement probe must use the lightweight auth/me scope",
+  );
+  assert(
+    buildAuthMePath({ preferSnapshot: true, scope: "entitlement" }) ===
+      "/api/auth/me?prefer_snapshot=1&scope=entitlement",
+    "terminal auth probe must combine snapshot preference with lightweight entitlement scope",
+  );
+
+  const active: AuthSnapshotLike & { referral?: { code?: string } } = {
+    authenticated: true,
+    user_id: "user-1",
+    subscription_active: true,
+    subscription_plan_code: "pro_monthly",
+    subscription_expires_at: "2026-07-01T00:00:00Z",
+    subscription_total_expires_at: "2026-07-01T00:00:00Z",
+    subscription_queued_days: 0,
+    points: 120,
+    referral: { code: "PW-ABC" },
+  };
+
+  const degraded = mergeAccountAuthSnapshot(active, {
+    authenticated: true,
+    user_id: "user-1",
+    subscription_active: null,
+    subscription_plan_code: null,
+    subscription_expires_at: null,
+    subscription_total_expires_at: null,
+    subscription_queued_days: 0,
+    points: 0,
+    degraded_auth_profile: true,
+  });
+
+  assert(
+    degraded.subscription_active === true &&
+      degraded.subscription_plan_code === "pro_monthly" &&
+      degraded.points === 120 &&
+      degraded.referral?.code === "PW-ABC",
+    "account snapshot merge must preserve confirmed Pro status when a later auth/me response is degraded",
+  );
+
+  const inactive = mergeAccountAuthSnapshot(active, {
+    authenticated: true,
+    user_id: "user-1",
+    subscription_active: false,
+    subscription_plan_code: null,
+    points: 0,
+  });
+
+  assert(
+    inactive.subscription_active === false,
+    "account snapshot merge must still accept a confirmed inactive subscription response",
+  );
+
+  assert(
+    shouldResolveAccountUnknownWithFullProfile(
+      { authenticated: true, subscription_active: null },
+      true,
+    ),
+    "account center must resolve an unknown local-user subscription snapshot with the full auth profile",
+  );
+  assert(
+    !shouldResolveAccountUnknownWithFullProfile(
+      { authenticated: true, subscription_active: false },
+      true,
+    ),
+    "account center must not re-resolve an explicitly inactive subscription snapshot",
+  );
+  assert(
+    !shouldResolveAccountUnknownWithFullProfile(
+      { authenticated: false, subscription_active: null },
+      true,
+    ),
+    "account center must not re-resolve an unauthenticated backend snapshot",
+  );
+  assert(
+    !shouldResolveAccountUnknownWithFullProfile(
+      { authenticated: true, subscription_active: null },
+      false,
+    ),
+    "account center must only resolve unknown subscription snapshots when a local Supabase user exists",
+  );
+}

frontend/components/account/__tests__/paymentReferralPricing.test.ts

@@ -23,6 +23,14 @@ export function runTests() {
     path.join(projectRoot, "components", "account", "usePaymentFlow.ts"),
     "utf8",
   );
+  const useBilling = fs.readFileSync(
+    path.join(projectRoot, "components", "account", "useBilling.ts"),
+    "utf8",
+  );
+  const telegramPricing = fs.readFileSync(
+    path.join(projectRoot, "components", "account", "telegram-pricing.ts"),
+    "utf8",
+  );
   const types = fs.readFileSync(
     path.join(projectRoot, "components", "account", "types.ts"),
     "utf8",
@@ -59,11 +67,45 @@ export function runTests() {
       !usePaymentFlow.includes("monthlyPlanList"),
     "payment hooks must not filter checkout plans down to monthly only",
   );
+  assert(
+    useAccountPayment.includes("applyTelegramGroupPricingToPlanList") &&
+      useAccountPayment.includes("backend?.telegram_pricing") &&
+      useAccountPayment.includes("isTelegramPrivateGroupPriceEligible") &&
+      telegramPricing.includes("is_private_group_member") &&
+      telegramPricing.includes("telegram_private_group_member") &&
+      !telegramPricing.includes("is_group_member") &&
+      useAccountPayment.includes('=== "pro_monthly"') &&
+      useAccountPayment.includes("amount_usdc: telegramAmountUsdc"),
+    "account payment plan cards must only display the 5 USDC discounted monthly price after verified /bind eligibility",
+  );
+  assert(
+    useBilling.includes("telegramGroupPriceApplies") &&
+      useBilling.includes("isTelegramPrivateGroupPriceEligible") &&
+      useBilling.includes("backend?.telegram_pricing") &&
+      useBilling.includes("!telegramGroupPriceApplies"),
+    "billing must not let referral first-month pricing override the lower verified monthly price",
+  );
+  assert(
+    !accountCenter.includes(["private", "Group", "Monthly", "Plan"].join("")) &&
+      !accountCopy.includes(["Private", "group", "monthly"].join(" ")) &&
+      !accountCopy.includes(["私", "密", "群", "月", "付"].join("")),
+    "account plan card should not expose a separate discounted monthly label",
+  );
+  assert(
+    accountCenter.includes("displayPlanList.map") &&
+      accountCenter.includes("plan.amount_usdc") &&
+      accountCenter.includes("USDC") &&
+      !accountCenter.includes(`copy.${["private", "Group", "Monthly", "Plan"].join("")}`) &&
+      !accountCenter.includes("overlayPlanLabel") &&
+      !accountCenter.includes("overlayPeriodLabel"),
+    "payment management must display payment amounts as USDC without relying on the removed checkout overlay",
+  );
   assert(
     types.includes("ReferralSummary") &&
       types.includes("referral?: ReferralSummary | null") &&
+      types.includes("is_private_group_member?: boolean") &&
       types.includes("duration_days: number") &&
       types.includes("max_discount_usdc_by_plan"),
-    "account auth and payment types must include referral summary and plan durations",
+    "account auth and payment types must include referral summary, private Telegram pricing, and plan durations",
   );
 }

frontend/components/account/__tests__/paymentSecurity.test.ts

@@ -44,6 +44,10 @@ export function runTests() {
   );
 
   const accountCenterSource = fs.readFileSync(accountCenterPath, "utf8");
+  const walletBindSource = fs.readFileSync(
+    path.join(projectRoot, "components", "account", "useWalletBind.ts"),
+    "utf8",
+  );
   const hookPath = path.join(
     projectRoot,
     "components",
@@ -62,6 +66,10 @@ export function runTests() {
   const paymentFlowSource = fs.existsSync(paymentFlowPath)
     ? fs.readFileSync(paymentFlowPath, "utf8")
     : "";
+  const paymentUtilsSource = fs.readFileSync(
+    path.join(projectRoot, "components", "account", "payment-utils.ts"),
+    "utf8",
+  );
 
   // The receiver validation now lives in the extracted hook file (called
   // from createManualPaymentIntent and createIntentAndPay).
@@ -72,16 +80,26 @@ export function runTests() {
     "AccountCenter must validate backend-returned manual payment receiver before displaying it",
   );
   assert(
-    /!\(\s*txValidation\.checked\s*&&\s*txValidation\.valid === true\s*\)/.test(
+    accountCenterSource.includes("manualTxHashReady") &&
+      accountCenterSource.includes("/^0x[a-fA-F0-9]{64}$/") &&
+      !/!\(\s*txValidation\.checked\s*&&\s*txValidation\.valid === true\s*\)/.test(
         accountCenterSource,
-    ),
+      ) &&
-    "manual payment submit button must require checked && valid === true",
+      paymentFlowSource.includes("const submitRes = await fetch(`/api/payments/intents/${intentIdVal}/submit`") &&
+      paymentFlowSource.includes("const confirmRes = await fetch(`/api/payments/intents/${intentIdVal}/confirm`"),
+    "manual payment submit button may proceed with a well-formed tx hash, but backend submit/confirm must remain the authority",
   );
   assert(
     paymentFlowSource.includes("validateTxHash") &&
       paymentFlowSource.includes("/validate"),
     "manual payment flow must validate tx hashes with the backend before submission",
   );
+  assert(
+    paymentFlowSource.includes("confirmRes.status === 503") &&
+      paymentFlowSource.includes('lowerRaw.includes("cannot connect payment rpc")') &&
+      paymentFlowSource.includes('lowerRaw.includes("payment rpc chain mismatch")'),
+    "manual payment confirm must treat transient payment RPC failures as pending after tx hash submission",
+  );
   assert(
     paymentFlowSource.includes("await waitForReceipt(txHashNorm, eth)") &&
       paymentFlowSource.indexOf("await waitForReceipt(txHashNorm, eth)") <
@@ -178,6 +196,7 @@ export function runTests() {
     "app/api/ops/users/route.ts",
     "app/api/ops/users/grant-points/route.ts",
     "app/api/ops/view-logs/route.ts",
+    "app/api/system/status/route.ts",
   ]) {
     const routeSource = fs.readFileSync(path.join(projectRoot, route), "utf8");
     assert(
@@ -203,14 +222,14 @@ export function runTests() {
   const optionalRefreshIndex = middlewareSource.indexOf(
     "function shouldRefreshOptionalSupabaseSession",
   );
-  const systemStatusPublicIndex = middlewareSource.indexOf(
+  const publicApiFunction = middlewareSource.slice(
-    'pathname === "/api/system/status"',
+    middlewareSource.indexOf("function isPublicApi"),
+    middlewareSource.indexOf("function shouldRefreshOptionalSupabaseSession"),
   );
   assert(
-    systemStatusPublicIndex >= 0 &&
     optionalRefreshIndex >= 0 &&
-      systemStatusPublicIndex < optionalRefreshIndex,
+      !publicApiFunction.includes('pathname === "/api/system/status"'),
-    "middleware must treat public system status as public API instead of optional Supabase session refresh",
+    "middleware must not treat system status as public after it becomes an ops-only API",
   );
 
   for (const route of paymentRoutes) {
@@ -221,4 +240,75 @@ export function runTests() {
       `${route} must allow bearer-backed payment mutations while still rejecting requests with no auth context`,
     );
   }
+
+  const walletChallengeRouteSource = fs.readFileSync(
+    path.join(projectRoot, "app/api/payments/wallets/challenge/route.ts"),
+    "utf8",
+  );
+  assert(
+    walletChallengeRouteSource.includes("fetchWalletChallengeWithRetry"),
+    "wallet challenge proxy must retry a transient backend connection failure before blocking payment",
+  );
+  assert(
+    walletChallengeRouteSource.includes("Invalid wallet challenge request"),
+    "wallet challenge proxy must return a client error for malformed JSON instead of a generic payment failure",
+  );
+  assert(
+    walletChallengeRouteSource.includes("retryable: true"),
+    "wallet challenge proxy exception response must mark transient failures as retryable",
+  );
+  const walletVerifyRouteSource = fs.readFileSync(
+    path.join(projectRoot, "app/api/payments/wallets/verify/route.ts"),
+    "utf8",
+  );
+  assert(
+    walletVerifyRouteSource.includes("fetchWalletVerifyWithRetry"),
+    "wallet verify proxy must retry a transient backend connection failure before blocking wallet binding",
+  );
+  assert(
+    walletVerifyRouteSource.includes("Invalid wallet verify request"),
+    "wallet verify proxy must return a client error for malformed JSON instead of a generic payment failure",
+  );
+  assert(
+    walletVerifyRouteSource.includes("retryable: true"),
+    "wallet verify proxy exception response must mark transient failures as retryable",
+  );
+  assert(
+    walletBindSource.includes("readPaymentApiErrorMessage"),
+    "wallet binding errors must show the API error message instead of raw JSON",
+  );
+  assert(
+    walletBindSource.includes("钱包验证服务暂时不可用"),
+    "wallet binding HTML/50x fallback should stay localized in the Chinese account UI",
+  );
+  assert(
+    paymentUtilsSource.includes("looksLikeHtmlDocument") &&
+      paymentUtilsSource.includes("Payment service is temporarily unavailable") &&
+      paymentUtilsSource.includes("支付服务暂时不可用"),
+    "payment API error parsing must collapse upstream HTML/Cloudflare 50x pages into a user-safe message",
+  );
+  assert(
+    paymentFlowSource.includes("readPaymentApiErrorMessage") &&
+      !paymentFlowSource.includes("(await submitRes.text()).slice(0, 350)") &&
+      !paymentFlowSource.includes("(await confirmRes.text()).slice(0, 350)"),
+    "payment submit/confirm failures must use sanitized API error messages instead of raw response text",
+  );
+  const submitRouteSource = fs.readFileSync(
+    path.join(
+      projectRoot,
+      "app",
+      "api",
+      "payments",
+      "intents",
+      "[intentId]",
+      "submit",
+      "route.ts",
+    ),
+    "utf8",
+  );
+  assert(
+    submitRouteSource.includes("Payment submit upstream failed") &&
+      !submitRouteSource.includes("error: detail || undefined"),
+    "payment submit proxy must not copy raw upstream HTML into the public error field",
+  );
 }

frontend/components/account/__tests__/paymentShell.test.ts

@@ -62,6 +62,10 @@ export function runTests() {
     path.join(accountDir, "usePaymentFlow.ts"),
     "utf8",
   );
+  const useBillingSource = fs.readFileSync(
+    path.join(accountDir, "useBilling.ts"),
+    "utf8",
+  );
   assert(
     (accountCenterSource.includes('import { usePaymentState } from "./usePaymentState";') ||
       hookSource.includes('import { usePaymentState } from "./usePaymentState";')) &&
@@ -148,14 +152,10 @@ export function runTests() {
   );
 
   assert(
-    accountCenterSource.includes(
+    !accountCenterSource.includes("UnlockProOverlay") &&
-      'import { UnlockProOverlay } from "@/components/subscription/UnlockProOverlay";',
+      !accountCenterSource.includes("showOverlay") &&
-    ),
+      accountCenterSource.includes("focusPaymentManagement"),
-    "checkout overlay must be in the account bundle, not lazy-loaded after the user clicks pay",
+    "account page must use the payment management section as the only checkout surface instead of a fixed Pro overlay",
-  );
-  assert(
-    !/const\s+UnlockProOverlay\s*=\s*dynamic\s*\(/.test(accountCenterSource),
-    "checkout overlay must not be dynamically imported; stale deployments can make the lazy chunk fail at pay time",
   );
   assert(
     !/STATIC_ASSETS\s*=\s*\[[^\]]*["']\/_next\//s.test(serviceWorkerSource),
@@ -193,6 +193,23 @@ export function runTests() {
       accountCenterSource.includes('hasTelegramPanel ? "" : "sm:grid-cols-2"'),
     "payment management must only split into internal columns when it is not already sharing the row with a Telegram panel",
   );
+  assert(
+    !accountCenterSource.includes("`/bind ${userId}${email ? ` ${email}` : \"\"}`") &&
+      !accountCenterSource.includes("/bind <supabase_user_id> <email>"),
+    "Telegram fallback copy must not expose the legacy /bind supabase_user_id command",
+  );
+  assert(
+    accountCenterSource.includes("telegramBindCommand") &&
+      accountCenterSource.includes("createTelegramBotBindCommand") &&
+      accountCenterSource.includes("handleCopyTelegramBindCommand"),
+    "account Telegram fallback copy must generate a fresh one-time /start bind token before copying",
+  );
+  assert(
+    useBillingSource.includes("bot_command") &&
+      useBillingSource.includes("createTelegramBotBindCommand") &&
+      useBillingSource.includes("telegramBindCommand"),
+    "billing hook must persist the backend /start bind token command for Telegram fallback copy",
+  );
   assert(
     !appAnalyticsSource.includes('NEXT_PUBLIC_POLYWEATHER_APP_ANALYTICS === "true"') &&
       !analyticsRouteSource.includes('NEXT_PUBLIC_POLYWEATHER_APP_ANALYTICS === "true"'),
@@ -232,12 +249,30 @@ export function runTests() {
       ),
     "account center must distinguish unknown subscription sync state from a confirmed unsubscribed account",
   );
+  assert(
+    !accountCenterSource.includes("paymentFeatureReady &&\n      !isSubscriptionUnknown") &&
+      !accountCenterSource.includes("paymentFeatureReady &&\r\n      !isSubscriptionUnknown"),
+    "account center must not block checkout when an authenticated user's subscription status is temporarily unknown",
+  );
+  assert(
+    accountFeatureSource.includes("状态待确认") &&
+      accountFeatureSource.includes("刷新或直接续费") &&
+      !accountFeatureSource.includes("订阅状态正在同步，请稍后刷新。"),
+    "account unknown subscription copy must tell users to refresh or renew instead of waiting indefinitely",
+  );
   assert(
     hookSource.includes("backendJson.authenticated === false") &&
       hookSource.includes("refreshSession()") &&
       hookSource.includes("retriedBackendJson"),
     "account snapshot loader must retry with a refreshed Supabase token when local user exists but /api/auth/me reports unauthenticated",
   );
+  assert(
+    hookSource.includes("shouldResolveAccountUnknownWithFullProfile") &&
+      hookSource.includes("backendJson = await readAuthSnapshot(latestHeaders);") &&
+      hookSource.indexOf("shouldResolveAccountUnknownWithFullProfile") <
+        hookSource.indexOf("setBackend((previous) => mergeAccountAuthSnapshot(previous, backendJson))"),
+    "account snapshot loader must resolve unknown entitlement-scope results through full auth/me before rendering account status",
+  );
   assert(
     hookSource.includes("refreshEntitlementAfterPayment") &&
       paymentFlowSource.includes("refreshEntitlementAfterPayment") &&
@@ -299,9 +334,14 @@ export function runTests() {
       authMeRouteSource.includes("!auth.authUserId") &&
       authMeRouteSource.includes('req.headers.get("authorization")') &&
       authMeRouteSource.indexOf("authenticated: false") <
-        authMeRouteSource.indexOf("await fetch(`${API_BASE}/api/auth/me`"),
+        authMeRouteSource.indexOf("await fetch(buildBackendAuthMeUrl(req)"),
     "auth profile proxy must return unauthenticated locally for no-session Supabase requests instead of forwarding the backend entitlement token",
   );
+  assert(
+    authMeRouteSource.includes("function buildBackendAuthMeUrl") &&
+      authMeRouteSource.includes('url.searchParams.set("scope", "entitlement")'),
+    "auth profile proxy must forward the lightweight entitlement scope to the backend auth/me endpoint",
+  );
   assert(
     authMeRouteSource.includes('reason: "prefer_snapshot_fast_path"') &&
       authMeRouteSource.indexOf('reason: "prefer_snapshot_fast_path"') <
@@ -317,7 +357,7 @@ export function runTests() {
   assert(
     backendAuthSource.includes("headers.set(FORWARDED_SUPABASE_USER_ID_HEADER") &&
       backendAuthSource.includes("headers.set(FORWARDED_SUPABASE_EMAIL_HEADER") &&
-      backendAuthSource.indexOf("headers.set(FORWARDED_SUPABASE_USER_ID_HEADER") >
+      backendAuthSource.lastIndexOf("headers.set(FORWARDED_SUPABASE_USER_ID_HEADER") >
         backendAuthSource.indexOf("const sessionUser = session?.user"),
     "backend proxy must forward Supabase session user id/email with the backend token so Python can skip duplicate /auth/v1/user validation",
   );
@@ -372,6 +412,12 @@ export function runTests() {
       .length >= 3,
     "manual payment mutations must require a valid Supabase bearer token instead of forwarding unauthenticated requests that surface raw backend JSON",
   );
+  assert(
+    accountCenterSource.includes("manualTxHashReady") &&
+      accountCenterSource.includes("/^0x[a-fA-F0-9]{64}$/") &&
+      !accountCenterSource.includes("txValidation.valid === true)"),
+    "manual transfer submit button must allow a well-formed tx hash even when advisory pre-validation is unavailable",
+  );
   assert(
     paymentFlowSource.includes("verifyPaymentAuthReady") &&
       paymentFlowSource.indexOf("await verifyPaymentAuthReady()") <

frontend/components/account/__tests__/pointsLedger.test.ts

@@ -0,0 +1,29 @@
+import fs from "node:fs";
+import path from "node:path";
+
+function assert(condition: unknown, message: string) {
+  if (!condition) throw new Error(message);
+}
+
+export function runTests() {
+  const projectRoot = process.cwd();
+  const types = fs.readFileSync(path.join(projectRoot, "components", "account", "types.ts"), "utf8");
+  const accountCenter = fs.readFileSync(
+    path.join(projectRoot, "components", "account", "AccountCenter.tsx"),
+    "utf8",
+  );
+
+  assert(
+    types.includes("points_ledger") &&
+      types.includes("PointsLedgerSummary") &&
+      types.includes("PointsLedgerEntry"),
+    "auth/me account types must include points ledger summary and entries",
+  );
+  assert(
+    accountCenter.includes("points_ledger") &&
+      accountCenter.includes("积分来源") &&
+      accountCenter.includes("feedback_reward") &&
+      accountCenter.includes("ops_manual_grant"),
+    "account center must display point source explainability from auth/me",
+  );
+}

frontend/components/account/__tests__/trialUpgradeConversion.test.ts

@@ -0,0 +1,67 @@
+import fs from "node:fs";
+import path from "node:path";
+
+function assert(condition: unknown, message: string) {
+  if (!condition) throw new Error(message);
+}
+
+export function runTests() {
+  const projectRoot = process.cwd();
+  const accountDir = path.join(projectRoot, "components", "account");
+  const accountCenter = fs.readFileSync(path.join(accountDir, "AccountCenter.tsx"), "utf8");
+  const paymentFlow = fs.readFileSync(path.join(accountDir, "usePaymentFlow.ts"), "utf8");
+  const accountPayment = fs.readFileSync(path.join(accountDir, "useAccountPayment.ts"), "utf8");
+  const landingPage = fs.readFileSync(
+    path.join(projectRoot, "components", "landing", "InstitutionalLandingPage.tsx"),
+    "utf8",
+  );
+  const landingAuthActions = fs.readFileSync(
+    path.join(projectRoot, "components", "landing", "LandingAuthActions.tsx"),
+    "utf8",
+  );
+  const productAccess = fs.readFileSync(
+    path.join(projectRoot, "components", "dashboard", "scan-terminal", "ProductAccessRequired.tsx"),
+    "utf8",
+  );
+
+  assert(
+    accountCenter.includes("canTrialUpgrade") &&
+      accountCenter.includes("isTrialSubscription") &&
+      accountCenter.includes("canTrialUpgrade || !isSubscribed"),
+    "trial subscribers must be allowed to enter payment management before expiry",
+  );
+
+  assert(
+    accountCenter.includes("useSearchParams") &&
+      accountCenter.includes('searchParams.get("checkout") === "1"') &&
+      accountCenter.includes("focusPaymentManagement"),
+    "account page must support /account?checkout=1 by focusing payment management",
+  );
+
+  assert(
+    accountCenter.includes('href="/auth/login?next=%2Faccount%3Fcheckout%3D1"'),
+    "account page sign-in button must preserve the checkout entry for unauthenticated subscription recovery",
+  );
+
+  assert(
+    landingAuthActions.includes('href="/account?checkout=1"') &&
+      landingPage.includes('href="/account?checkout=1"') &&
+      !/href="\/account"(?![/?#])/.test(landingAuthActions) &&
+      !/href="\/account"(?![/?#])/.test(landingPage),
+    "landing subscription/account CTAs must open the checkout account entry instead of a generic account page",
+  );
+
+  assert(
+    productAccess.includes('href="/account?checkout=1"') &&
+      productAccess.includes("Renew and restore access") &&
+      productAccess.includes("续费并恢复访问"),
+    "expired terminal gate must send users directly to the checkout entry with renewal recovery copy, not a generic account page",
+  );
+
+  assert(
+    accountPayment.includes("authUserId,") &&
+      paymentFlow.includes("authUserId: string") &&
+      paymentFlow.includes("user_id: authUserId || null"),
+    "payment_start and payment_success analytics must carry the authenticated user id for trial-to-paid attribution",
+  );
+}

frontend/components/account/__tests__/trialValueReplay.test.ts

@@ -0,0 +1,96 @@
+import fs from "node:fs";
+import path from "node:path";
+import { buildTrialValueReplaySummary } from "@/lib/trial-value-replay";
+
+function assert(condition: unknown, message: string) {
+  if (!condition) throw new Error(message);
+}
+
+export function runTests() {
+  const projectRoot = process.cwd();
+  const replayPath = path.join(projectRoot, "lib", "trial-value-replay.ts");
+  const accountCenter = fs.readFileSync(
+    path.join(projectRoot, "components", "account", "AccountCenter.tsx"),
+    "utf8",
+  );
+  const dashboardSource = fs.readFileSync(
+    path.join(projectRoot, "components", "dashboard", "ScanTerminalDashboard.tsx"),
+    "utf8",
+  );
+
+  assert(fs.existsSync(replayPath), "trial value replay helper must exist");
+  const replaySource = fs.readFileSync(replayPath, "utf8");
+  const accountReplaySurface = `${accountCenter}\n${replaySource}`;
+
+  assert(
+    replaySource.includes("TRIAL_VALUE_REPLAY_STORAGE_KEY") &&
+      replaySource.includes("recordTrialValueReplay") &&
+      replaySource.includes("readTrialValueReplay") &&
+      replaySource.includes("buildTrialValueReplaySummary"),
+    "trial value replay must persist and summarize local trial usage evidence",
+  );
+
+  assert(
+    dashboardSource.includes("recordTrialValueReplay") &&
+      dashboardSource.includes("isTrialTerminalAccess") &&
+      dashboardSource.includes("selectedRow"),
+    "terminal trial users must record real terminal usage for later value replay",
+  );
+
+  assert(
+    accountCenter.includes("buildTrialValueReplaySummary") &&
+      accountCenter.includes("trialValueReplay") &&
+      accountReplaySurface.includes("你本次试用已经") &&
+      accountReplaySurface.includes("保持访问") &&
+      accountReplaySurface.includes("Keep access"),
+    "account trial upgrade trigger must replay the user's own trial value before opening checkout",
+  );
+
+  assert(
+    accountCenter.includes('trackAppEvent("paywall_feature_clicked"') &&
+      accountCenter.includes('feature: "trial_value_replay_upgrade"'),
+    "trial value replay upgrade CTA must be tracked before checkout opens",
+  );
+
+  const zhSummary = buildTrialValueReplaySummary(
+    {
+      firstActiveAt: "2026-06-09T00:00:00.000Z",
+      lastActiveAt: "2026-06-09T00:20:00.000Z",
+      lastCityName: "Taipei",
+      lastSignalLabel: "Hot",
+      lastUserId: "user-1",
+      terminalVisits: 2,
+      rowsAvailableMax: 50,
+      signalsViewed: 2,
+      citiesViewed: ["Taipei", "New York"],
+    },
+    { isEn: false },
+  );
+
+  assert(
+    zhSummary.headline === "你本次试用已经查看 2 个天气信号。" &&
+      zhSummary.bullets.includes("已记录 2 次终端使用。") &&
+      zhSummary.bullets.includes("Pro 终端本次提供了 50 个城市机会。") &&
+      zhSummary.primaryCta === "保持访问",
+    "trial value replay summary must turn usage evidence into concrete upgrade copy",
+  );
+
+  const expirySummary = buildTrialValueReplaySummary(
+    {
+      firstActiveAt: null,
+      lastActiveAt: null,
+      lastCityName: null,
+      lastSignalLabel: null,
+      lastUserId: null,
+      terminalVisits: 0,
+      rowsAvailableMax: 0,
+      signalsViewed: 0,
+      citiesViewed: [],
+    },
+    { isEn: false, trialExpiresAt: "2099-01-01T00:00:00.000Z" },
+  );
+  assert(
+    expirySummary.bullets.some((bullet) => bullet.includes("试用剩余")),
+    "trial value replay summary must include trial time remaining when expiry is known",
+  );
+}