Publish latest multilingual docs and fix locale navigation

.gitignore

@@ -17,3 +17,6 @@ npm-debug.log*
 yarn-debug.log*
 yarn-error.log*
 pnpm-debug.log*
+
+# Generated bilingual local review site. Never publish this directory.
+.preview-prediction/

README.md

@@ -110,3 +110,29 @@ Copyright (c) 2026 6MM. All rights reserved.
 This repository is public for documentation collaboration, review, and issue
 tracking. It does not grant an open source or Creative Commons license for the
 documentation, downloads, or brand materials.
+
+## Local prediction content review
+
+The Prediction section adds 17 pages across all 20 configured languages.
+English and Simplified Chinese are authored together; Traditional Chinese is converted from the Chinese draft, and the other 17 locales use
+machine-assisted translation and need native-language editorial review before release.
+Review the business-rule checklist in `docs/prediction-content-review.md` before publication.
+
+```bash
+npm ci
+npm run check
+npm run preview:prediction
+```
+
+Open `http://127.0.0.1:3010/zh-CN/prediction/overview` (Chinese) or
+`http://127.0.0.1:3010/prediction/overview` (English), then use the existing language menu.
+The preview runs the normal Fern renderer with all configured languages.
+Ports default to 3010/3011; use `npm run preview:prediction -- --port=3012 --backend-port=3013`
+if needed. Nothing is published by this command.
+
+The old Edge translation auth endpoint returned HTTP 404. The generator now defaults
+to the public Google dictionary translation endpoint, with request throttling,
+bounded retries, and protected-token validation. This unofficial endpoint may change;
+`DOCS_TRANSLATION_PROVIDER=edge` retains the previous provider for environments where it works.
+Existing manifest hashes still control incremental generation; do not refresh them to hide
+missing translations. The full `npm run check` validates all 20 locales.

docs/prediction-content-review.md

@@ -0,0 +1,32 @@
+# Prediction documentation review (local draft)
+
+This file is an editorial checklist and is not included in the public navigation.
+
+## Evidence
+
+- Local total-admin: `/home/rog/6mm-console-project/6mm-admin-console`.
+- `prediction-list-schema.js`: three games, seven canonical query pages, fields and display states.
+- `app.js`: gameplay configuration around 1856 and 5935; odds around 6143; grid guide around 6315; funding-account definitions around 225–250; risk controls around 6933.
+- `BACKEND-INTEGRATION.md`: reporting conventions around 137–141; service-fee category around 72.
+- Total-admin uses demo mode and has pre-existing uncommitted edits. It was read only; no production settlement implementation has been verified.
+
+## Resolve before publication
+
+1. Equal opening/settlement prices in Up/Down and Custom: outcome, stake treatment and fee treatment.
+2. Up/Down odds locking point, funding pool timing, and whether the documented formula exactly matches production.
+3. Grid: exact price/time boundary inclusion, crossing/interpolation rules across samples, gaps and finality after a hit.
+4. Grid: internal guide gives 10 × 10, 2 seconds per cell, 97%, 1.02x–20x. Public examples deliberately do not promise these production settings.
+5. Stored odds precision, display rounding, settlement rounding and currency precision. Corrected the illustrative 100 × 4.85 payout to 485, not 490.
+6. Cancellation/amendment policy, refund amount, fee reversals and processing deadlines.
+7. Actual service-fee schedule, billing basis and whether amounts shown to users are before/after fees.
+8. Partner-specific funding paths and prediction API/Widget availability. No new endpoints or SDK methods are invented.
+9. Grid mock history still includes result-cell/final-price terminology; the detailed gameplay guide defines a time-window touch result. Confirm the production contract.
+10. Mark-price evidence and the probability estimator implementation need backend review. Public copy describes the model concept, not unverified numerical implementation details.
+
+## Translation review
+
+English and Simplified Chinese are authored together. Traditional Chinese is converted from the authored Chinese draft with OpenCC; the other 17 enabled locales are machine-translated with protected links, code, and business terms, then structurally validated. The broken Edge auth endpoint was replaced by a public Google translation adapter. Native-language editorial review remains required, especially for odds, payout, stake, and outcome terminology. Existing approved navigation and entry-page copy is retained outside the new prediction additions.
+
+## Scope
+
+17 new pages, a separate Prediction tab, home/trading entry cards, and perpetual-specific scope notes. Keep all changes local until user testing and business review are complete.

fern/docs.yml

@@ -39,6 +39,10 @@ translations:
   - lang: ar
 
 redirects:
+  - source: "/prediction"
+    destination: "/prediction/overview"
+  - source: "/:locale/prediction"
+    destination: "/:locale/prediction/overview"
   # Retired locale prefixes preserve inbound links by falling back to the
   # equivalent English page; they are not published Docs locales.
   - source: "/uz/:slug*"
@@ -86,12 +90,6 @@ redirects:
     destination: "/security-compliance/overview"
   - source: "/resources"
     destination: "/resources/overview"
-  - source: "/ai-hub/:slug*"
-    destination: "/developer-api/integration-overview"
-    permanent: true
-  - source: "/zh/ai-hub/:slug*"
-    destination: "/zh-CN/developer-api/integration-overview"
-    permanent: true
   - source: "/solutions/license-support"
     destination: "/security-compliance/license-support"
     permanent: true
@@ -447,16 +445,20 @@ tabs:
     icon: fa-duotone fa-grid-2
     skip-slug: true
   trading:
-    display-name: "Trading"
+    display-name: "Futures Trading"
     icon: fa-duotone fa-chart-candlestick
     skip-slug: true
+  prediction:
+    display-name: "Prediction"
+    icon: fa-duotone fa-bullseye
+    skip-slug: true
   developers:
     display-name: "Developers"
     icon: fa-duotone fa-code
     skip-slug: true
-  integration:
-    display-name: "Integration Guide"
-    icon: fa-duotone fa-diagram-project
+  aiHub:
+    display-name: "AI Hub"
+    icon: fa-duotone fa-sparkles
     skip-slug: true
   sdk:
     display-name: "SDKs"
@@ -546,7 +548,7 @@ navigation:
     layout:
       - section: Overview
         contents:
-          - page: 6MM Trading Guide
+          - page: "Introduction to Futures Trading"
             path: docs/pages/trading/overview.mdx
             icon: fa-duotone fa-chart-candlestick
       - section: Trading Basics
@@ -593,6 +595,73 @@ navigation:
           - page: Risk & Liquidations
             path: docs/pages/trading/risk-and-liquidations.mdx
             icon: fa-duotone fa-shield-check
+  - tab: prediction
+    layout:
+      - section: "Overview"
+        contents:
+          - page: "Prediction Trading"
+            path: docs/pages/prediction/overview.mdx
+            icon: fa-duotone fa-bullseye
+      - section: "Getting Started"
+        contents:
+          - page: "Start Prediction Trading"
+            path: docs/pages/prediction/getting-started.mdx
+            icon: fa-duotone fa-play
+          - page: "Prediction Trading Workflow"
+            path: docs/pages/prediction/workflow.mdx
+            icon: fa-duotone fa-route
+      - section: "Game Guides"
+        contents:
+          - page: "Up/Down Prediction"
+            path: docs/pages/prediction/up-down.mdx
+            icon: fa-duotone fa-chart-line
+          - page: "Custom Prediction"
+            path: docs/pages/prediction/custom.mdx
+            icon: fa-duotone fa-sliders
+          - page: "Prediction Grid"
+            path: docs/pages/prediction/grid.mdx
+            icon: fa-duotone fa-grid-2
+      - section: "Prices and Odds"
+        contents:
+          - page: "Price Sources and Result Evidence"
+            path: docs/pages/prediction/price-source.mdx
+            icon: fa-duotone fa-tower-broadcast
+          - page: "Prediction Odds Mechanisms"
+            path: docs/pages/prediction/odds.mdx
+            icon: fa-duotone fa-gauge-high
+          - page: "Prediction Payouts and PnL"
+            path: docs/pages/prediction/returns-pnl.mdx
+            icon: fa-duotone fa-chart-waterfall
+      - section: "Orders and Settlement"
+        contents:
+          - page: "Prediction Order Rules and Statuses"
+            path: docs/pages/prediction/orders-statuses.mdx
+            icon: fa-duotone fa-list-check
+          - page: "Prediction Result Evaluation and Settlement"
+            path: docs/pages/prediction/settlement.mdx
+            icon: fa-duotone fa-clipboard-check
+          - page: "Refunds, Voids and Exceptions"
+            path: docs/pages/prediction/refunds-exceptions.mdx
+            icon: fa-duotone fa-arrow-rotate-left
+      - section: "Accounts and Funds"
+        contents:
+          - page: "Prediction Accounts and Balances"
+            path: docs/pages/prediction/accounts-balances.mdx
+            icon: fa-duotone fa-wallet
+          - page: "Prediction Transfers and Transactions"
+            path: docs/pages/prediction/transfers-ledger.mdx
+            icon: fa-duotone fa-arrow-right-arrow-left
+      - section: "Fees and Risk"
+        contents:
+          - page: "Prediction Fees"
+            path: docs/pages/prediction/fees.mdx
+            icon: fa-duotone fa-receipt
+          - page: "Prediction Limits and Risk Controls"
+            path: docs/pages/prediction/limits-risk.mdx
+            icon: fa-duotone fa-shield-exclamation
+          - page: "Prediction Frequently Asked Questions"
+            path: docs/pages/prediction/faq.mdx
+            icon: fa-duotone fa-message-question
   - tab: developers
     layout:
       - section: Overview
@@ -664,55 +733,83 @@ navigation:
           - page: Integration Recommendations
             path: docs/pages/developer-api/integration-recommendations.mdx
             icon: fa-duotone fa-lightbulb
-  - tab: integration
+  - tab: aiHub
     layout:
       - section: Overview
         contents:
-          - page: Integration Overview
-            path: docs/pages/developer-api/integration-overview.mdx
-            icon: fa-duotone fa-diagram-project
-          - page: Environments and Common Conventions
-            path: docs/pages/developer-api/environments-and-common-conventions.mdx
-            icon: fa-duotone fa-server
-      - section: Authentication & Signing
-        contents:
-          - page: Authentication
-            path: docs/pages/developer-api/authentication.mdx
-            icon: fa-duotone fa-user-shield
-          - page: API Key Management
-            path: docs/pages/developer-api/api-key-management.mdx
-            icon: fa-duotone fa-key
-          - page: Request Signing
-            path: docs/pages/developer-api/request-signing.mdx
-            icon: fa-duotone fa-signature
-      - section: Build an Integration
-        contents:
-          - page: Trading Widget Quick Start
-            path: docs/pages/sdk/trading-widget/quick-start.mdx
-            icon: fa-duotone fa-window
-          - page: Agent SDK Overview
-            path: docs/pages/sdk/agent-sdk/overview.mdx
+          - page: AI Hub Overview
+            path: docs/pages/ai-hub/overview.mdx
+            icon: fa-duotone fa-sparkles
+          - page: Choose a Setup
+            path: docs/pages/ai-hub/choose-a-setup.mdx
+            icon: fa-duotone fa-route
+      - section: Access Methods
+        contents:
+          - page: Hosted MCP
+            path: docs/pages/ai-hub/hosted-mcp.mdx
+            icon: fa-duotone fa-cloud
+          - page: Local MCP
+            path: docs/pages/ai-hub/local-mcp.mdx
+            icon: fa-duotone fa-computer
+          - page: 6MM CLI
+            path: docs/pages/ai-hub/cli.mdx
+            icon: fa-duotone fa-terminal
+          - page: Remote MCP Deployment
+            path: docs/pages/ai-hub/remote-mcp.mdx
             icon: fa-duotone fa-server
-          - page: Java Quick Start
-            path: docs/pages/sdk/agent-sdk/java/quick-start.mdx
-            icon: fa-brands fa-java
-          - page: PHP Quick Start
-            path: docs/pages/sdk/agent-sdk/php/quick-start.mdx
-            icon: fa-brands fa-php
-      - section: Production Readiness
-        contents:
-          - page: Secrets & Signing
-            path: docs/pages/sdk/security/secrets-signing.mdx
+      - section: MCP Reference
+        contents:
+          - page: MCP Tools
+            path: docs/pages/ai-hub/mcp-reference/tools.mdx
+            icon: fa-duotone fa-screwdriver-wrench
+          - page: MCP Resources
+            path: docs/pages/ai-hub/mcp-reference/resources.mdx
+            icon: fa-duotone fa-book-open
+          - page: MCP Prompts
+            path: docs/pages/ai-hub/mcp-reference/prompts.mdx
+            icon: fa-duotone fa-messages
+      - section: Workflows & Clients
+        contents:
+          - page: Agentic Skills
+            path: docs/pages/ai-hub/agentic-skills.mdx
+            icon: fa-duotone fa-layer-group
+          - page: Client Guides
+            path: docs/pages/ai-hub/client-guides.mdx
+            icon: fa-duotone fa-laptop-code
+      - section: AI Clients
+        contents:
+          - page: ChatGPT Desktop
+            path: docs/pages/ai-hub/clients/chatgpt-desktop.mdx
+            icon: fa-duotone fa-message-bot
+          - page: Claude Desktop
+            path: docs/pages/ai-hub/clients/claude-desktop.mdx
+            icon: fa-duotone fa-comments
+          - page: Claude Code CLI
+            path: docs/pages/ai-hub/clients/claude-code-cli.mdx
+            icon: fa-duotone fa-terminal
+          - page: Codex CLI
+            path: docs/pages/ai-hub/clients/codex-cli.mdx
+            icon: fa-duotone fa-code
+          - page: Cursor
+            path: docs/pages/ai-hub/clients/cursor.mdx
+            icon: fa-duotone fa-arrow-pointer
+          - page: Gemini CLI
+            path: docs/pages/ai-hub/clients/gemini-cli.mdx
+            icon: fa-duotone fa-sparkles
+          - page: VS Code / GitHub Copilot
+            path: docs/pages/ai-hub/clients/vscode-copilot.mdx
+            icon: fa-duotone fa-laptop-code
+          - page: Windsurf
+            path: docs/pages/ai-hub/clients/windsurf.mdx
+            icon: fa-duotone fa-wind
+      - section: Security & Roadmap
+        contents:
+          - page: Security Model
+            path: docs/pages/ai-hub/security-model.mdx
             icon: fa-duotone fa-shield-keyhole
-          - page: Webhooks & Idempotency
-            path: docs/pages/sdk/security/webhooks-idempotency.mdx
-            icon: fa-duotone fa-webhook
-          - page: Production Launch Checklist
-            path: docs/pages/resources/production-launch-checklist.mdx
-            icon: fa-duotone fa-clipboard-check
-          - page: Support Request Template
-            path: docs/pages/resources/support-request-template.mdx
-            icon: fa-duotone fa-life-ring
+          - page: AI Hub Roadmap
+            path: docs/pages/ai-hub/roadmap.mdx
+            icon: fa-duotone fa-timeline
   - tab: sdk
     layout:
       - section: Overview

fern/docs/pages/ai-hub/agentic-skills.mdx

@@ -0,0 +1,40 @@
+---
+title: "Agentic Skills"
+subtitle: "Use structured AI workflow templates for analysis, risk management, and execution planning."
+slug: ai-hub/agentic-skills
+---
+
+> **Planned — not yet launched**
+> AI Hub is a planned feature. Capabilities, endpoints, commands and client configurations on this page describe the proposed design and are not currently available. Final availability and setup instructions will be announced at launch.
+
+
+Agentic Skills are higher-level workflow templates built on top of CLI and MCP tools.
+
+They define when an agent should use tools, what actions are forbidden, what output format to produce, and which risk checks are required.
+
+<h2 id="recommended-skills">Recommended skills</h2>
+
+| Skill | Purpose | Default mode |
+| --- | --- | --- |
+| 6mm-market-analyst | Analyze market state, liquidity, volatility, and funding. | Read-only |
+| 6mm-portfolio-risk-manager | Review account exposure and risk concentration. | Account-read |
+| 6mm-funding-arbitrage-researcher | Compare funding rates and research opportunities. | Read-only |
+| 6mm-liquidation-protection-assistant | Identify liquidation risk and risk-reduction options. | Account-read |
+| 6mm-order-execution-planner | Plan order parameters and execution approach. | Preview only |
+| 6mm-trading-journal-analyst | Summarize fills, behavior, and risk notes. | Account-read |
+
+<h2 id="what-each-skill-should-include">What each skill should include</h2>
+
+- Intended user scenario.
+- Required CLI or MCP tools.
+- Allowed and forbidden actions.
+- Required permission tier.
+- Whether trading is allowed.
+- Whether preview is mandatory.
+- Output format.
+- Risk warning behavior.
+- Example user prompts.
+
+<h2 id="recommended-first-release">Recommended first release</h2>
+
+Publish skills as documentation templates first. Convert them into installable packages only after the underlying tools and permission scopes are stable.