docs: update documentation for new schema

Update all documentation to reflect the new model schema structure.

- Update getting-started guides across all locales (en, de, ko, zh-Hans)
- Update schema documentation (SCHEMA-ALIGNMENT, SCHEMA-ARCHITECTURE, SCHEMA-REFACTORING-SUMMARY)
- Update SEO audit report
- Update GitHub setup manual
- Update contributing guide with new schema field names

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

Author: ericyangpan

CONTRIBUTING.md

@@ -152,7 +152,7 @@ Create a file in `manifests/models/your-model.json`:
   "id": "your-model",
   "vendor": "Your Company",
   "size": "175B",
-  "totalContext": 128000,
+  "contextWindow": 128000,
   "maxOutput": 4096,
   "pricing": {
     "input": 0.01,
@@ -179,7 +179,7 @@ Create a file in `manifests/models/your-model.json`:
 
 #### Model-Specific Fields
 - **`size`**: Model size (e.g., "175B", "70B")
-- **`totalContext`**: Total context window in tokens
+- **`contextWindow`**: Total context window in tokens
 - **`maxOutput`**: Maximum output tokens
 - **`pricing`**: Pricing information object
 

content/docs/de/getting-started.mdx

@@ -64,7 +64,7 @@ Alle Tool-Metadaten werden in JSON-Dateien im Verzeichnis `manifests/` gespeiche
   "vendor": "Vendor",
   "id": "model-id",
   "size": "70B",
-  "totalContext": 128000,
+  "contextWindow": 128000,
   "maxOutput": 4096,
   "pricing": {...},
   "urls": {...}

content/docs/en/getting-started.mdx

@@ -64,7 +64,7 @@ All tool metadata is stored in JSON files under the `manifests/` directory:
   "vendor": "Vendor",
   "id": "model-id",
   "size": "70B",
-  "totalContext": 128000,
+  "contextWindow": 128000,
   "maxOutput": 4096,
   "pricing": {...},
   "urls": {...}

content/docs/ko/getting-started.mdx

@@ -64,7 +64,7 @@ AI Coding Stack은 커뮤니티에서 유지 관리됩니다. 매니페스트 
   "vendor": "벤더",
   "id": "model-id",
   "size": "70B",
-  "totalContext": 128000,
+  "contextWindow": 128000,
   "maxOutput": 4096,
   "pricing": {...},
   "urls": {...}

content/docs/zh-Hans/getting-started.mdx

@@ -64,7 +64,7 @@ AI Coding Stack 由社区维护。你可以通过在我们的清单文件中添
   "vendor": "供应商",
   "id": "model-id",
   "size": "70B",
-  "totalContext": 128000,
+  "contextWindow": 128000,
   "maxOutput": 4096,
   "pricing": {...},
   "urls": {...}

docs/GITHUB_SETUP_MANUAL_STEPS.md

@@ -107,8 +107,8 @@ If you don't want to use an organization:
    - **Status checks to require** (select these after first CI run):
      - `lint`
      - `type-check`
-     - `validate-manifests`
-     - `validate-urls`
+     - `test:validate`
+     - `test:urls`
      - `spell-check`
      - `build`
      - `ci-success` (optional, aggregates all checks)
@@ -498,8 +498,8 @@ Now let's commit all changes and test the setup:
    - You should now see these checks available:
      - `lint`
      - `type-check`
-     - `validate-manifests`
-     - `validate-urls`
+     - `test:validate`
+     - `test:urls`
      - `spell-check`
      - `build`
      - `ci-success`

docs/SCHEMA-ALIGNMENT.md

@@ -234,7 +234,7 @@ specific schemas (clis.schema.json, ides.schema.json, etc.)
       "description": "License (e.g., 'MIT', 'Apache-2.0', 'Proprietary')"
     },
     "size": "...",
-    "totalContext": "...",
+    "contextWindow": "...",
     "maxOutput": "...",
     "pricing": {
       "type": "object",

docs/SCHEMA-ARCHITECTURE.md

@@ -34,8 +34,8 @@ entity.schema.json (Base Entity)
 │   │
 │   ├── models.schema.json (AI Models)
 │   │   ├── Adds: latestVersion (nullable), githubUrl (nullable), githubStars (nullable)
-│   │   │        size, totalContext, maxOutput, tokenPricing, platformUrls
-│   │   └── Required: size, totalContext, maxOutput, tokenPricing, platformUrls
+│   │   │        size, contextWindow, maxOutput, tokenPricing, platformUrls
+│   │   └── Required: size, contextWindow, maxOutput, tokenPricing, platformUrls
 │   │
 │   ├── providers.schema.json (Model Providers)
 │   │   ├── Adds: latestVersion (nullable), githubUrl (nullable, required), githubStars (nullable, required)
@@ -171,15 +171,15 @@ collections.schema.json (Independent)
 - `githubUrl` (string/null, uri, github.com): Repository (optional)
 - `githubStars` (number/null, ≥0): Stars (optional)
 - `size` (string): Parameter size (e.g., "7B", "200B")
-- `totalContext` (string): Context window (e.g., "128K")
-- `maxOutput` (string): Max output tokens (e.g., "4K")
+- `contextWindow` (number): Context window in tokens (e.g., 128000)
+- `maxOutput` (number): Max output tokens (e.g., 4096)
 - `tokenPricing` (object): API pricing
   - `input` (string): Input pricing
   - `output` (string): Output pricing
   - `cache` (string/null): Cache pricing
 - `platformUrls` (object, → platform-urls.schema.json): Third-party platforms
 
-**Required**: `size`, `totalContext`, `maxOutput`, `tokenPricing`, `platformUrls`
+**Required**: `size`, `contextWindow`, `maxOutput`, `tokenPricing`, `platformUrls`
 
 ---
 

docs/SCHEMA-REFACTORING-SUMMARY.md

@@ -96,12 +96,9 @@ This document summarizes the schema refactoring work done to improve the design
 - Added top-level `installCommand` and `launchCommand` as optional fields (legacy support, prefer platform-specific values)
 - Added `relatedProducts` support to `app.schema.json`
 
-### 7. Updated Validation Script ✅
+### 7. Schema Loading Order ✅
 
-**Problem**: The validation script didn't know about the new `vendor-entity.schema.json`.
-
-**Solution**:
-- Updated `scripts/validate-manifests.mjs` to load `vendor-entity.schema.json` in the correct order (after `entity`, before `product`)
+**Note**: The validation tests in `tests/validate/` load `vendor-entity.schema.json` in the correct order (after `entity`, before `product`)
 
 ## Benefits
 
@@ -148,7 +145,6 @@ All manifest files now pass validation:
 ### Code Files
 - `src/app/[locale]models/[slug]/page.tsx`
 - `src/app/[locale]models/page.tsx`
-- `scripts/validate-manifests.mjs`
 
 ## Recommendations for Future
 

docs/SEO-AUDIT-REPORT.md

@@ -203,7 +203,7 @@ title: "AI Coding Stack - Comprehensive Directory of AI Coding Tools, Models & P
 title: `${ide.name} - AI-Powered IDE | Features, Pricing & Documentation 2025`
 
 // Model detail pages
-title: `${model.name} - ${model.size} LLM for Coding | ${model.totalContext} Context Window`
+title: `${model.name} - ${model.size} LLM for Coding | ${model.contextWindow} Context Window`
 
 // List pages
 title: "Best AI-Powered IDEs 2025 | Visual Studio Code, Cursor, TRAE - AI Coding Stack"