feat(data): automate manifest maintenance and adopt Node 24

.github/actions/setup-pnpm/action.yml

@@ -10,7 +10,7 @@ runs:
     - name: Setup Node.js
       uses: actions/setup-node@v7
       with:
-        node-version: '22'
+        node-version: '24'
         cache: pnpm
         cache-dependency-path: pnpm-lock.yaml
 

.github/workflows/dependabot-auto-merge.yml

@@ -33,7 +33,7 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@v7
         with:
-          node-version: '22'
+          node-version: '24'
           cache: pnpm
           cache-dependency-path: pnpm-lock.yaml
 

.github/workflows/monitor-model-sources.yml

@@ -24,20 +24,19 @@ jobs:
       - name: Setup pnpm
         uses: ./.github/actions/setup-pnpm
 
-      - name: Check monitored official sources
-        run: pnpm fetch:model-sources
+      - name: Update and validate monitored official sources
+        run: pnpm manifest-data:update -- --only=model-sources
 
-      - name: Validate monitoring metadata
+      - name: Check formatting
         run: |
-          pnpm test:validate
           pnpm format:check
           pnpm biome:check
           git diff --check
 
       - name: Check for changes
         id: git-check
         run: |
-          git diff --exit-code manifests/models || echo "changes=true" >> "$GITHUB_OUTPUT"
+          git diff --exit-code manifests/models data/data-health.json docs/DATA-HEALTH.md src/lib/generated || echo "changes=true" >> "$GITHUB_OUTPUT"
 
       - name: Create review pull request
         if: steps.git-check.outputs.changes == 'true'

.github/workflows/update-benchmarks.yml

@@ -24,24 +24,19 @@ jobs:
       - name: Setup pnpm
         uses: ./.github/actions/setup-pnpm
 
-      - name: Refresh exact benchmark mappings
-        run: pnpm fetch:benchmarks
+      - name: Update and validate exact benchmark mappings
+        run: pnpm manifest-data:update -- --only=benchmarks
 
-      - name: Regenerate manifest modules
-        run: pnpm generate:manifests
-
-      - name: Validate updated data
+      - name: Check formatting
         run: |
-          pnpm test:validate
-          pnpm data-health:check
           pnpm format:check
           pnpm biome:check
           git diff --check
 
       - name: Check for changes
         id: git-check
         run: |
-          git diff --exit-code manifests src/lib/generated || echo "changes=true" >> "$GITHUB_OUTPUT"
+          git diff --exit-code manifests data/data-health.json docs/DATA-HEALTH.md src/lib/generated || echo "changes=true" >> "$GITHUB_OUTPUT"
 
       - name: Create pull request
         if: steps.git-check.outputs.changes == 'true'

.github/workflows/update-github-stars.yml

@@ -24,18 +24,15 @@ jobs:
       - name: Setup pnpm
         uses: ./.github/actions/setup-pnpm
 
-      - name: Fetch GitHub stars
-        run: pnpm fetch:github-stars
+      - name: Update and validate GitHub stars
+        run: pnpm manifest-data:update -- --only=github-stars
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
-      - name: Generate TypeScript files
-        run: pnpm generate:manifests
-
       - name: Check for changes
         id: git-check
         run: |
-          git diff --exit-code data/github-stars.json src/lib/generated/github-stars.ts || echo "changes=true" >> $GITHUB_OUTPUT
+          git diff --exit-code data/github-stars.json data/data-health.json docs/DATA-HEALTH.md src/lib/generated || echo "changes=true" >> "$GITHUB_OUTPUT"
 
       - name: Create Pull Request
         if: steps.git-check.outputs.changes == 'true'
@@ -50,7 +47,7 @@ jobs:
 
             ### Changes
             - Updated `data/github-stars.json` with latest star counts
-            - Regenerated `src/lib/generated/github-stars.ts`
+            - Regenerated derived data and the data-health snapshot
 
             ### Source
             This PR was automatically generated by the `update-github-stars` workflow.

.github/workflows/update-product-versions.yml

@@ -24,27 +24,21 @@ jobs:
       - name: Setup pnpm
         uses: ./.github/actions/setup-pnpm
 
-      - name: Refresh tracked product versions
-        run: pnpm fetch:product-versions
+      - name: Update and validate tracked product versions
+        run: pnpm manifest-data:update -- --only=product-versions
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
-      - name: Regenerate manifest modules
-        run: pnpm generate:manifests
-
-      - name: Validate updated data
+      - name: Check formatting
         run: |
-          pnpm test:validate
-          pnpm validate:i18n
-          pnpm data-health:check
           pnpm format:check
           pnpm biome:check
           git diff --check
 
       - name: Check for changes
         id: git-check
         run: |
-          git diff --exit-code manifests src/lib/generated || echo "changes=true" >> "$GITHUB_OUTPUT"
+          git diff --exit-code manifests data/data-health.json docs/DATA-HEALTH.md src/lib/generated || echo "changes=true" >> "$GITHUB_OUTPUT"
 
       - name: Create pull request
         if: steps.git-check.outputs.changes == 'true'

.nvmrc

@@ -1 +1 @@
-22
+24

CONTRIBUTING.md

@@ -73,7 +73,7 @@ Want to contribute code? Great! Please:
 
 ### Prerequisites
 
-- **Node.js**: 22.x
+- **Node.js**: 24.x
 - **pnpm**: 11.17.0 (pinned by `packageManager`)
 - **Git**: For version control
 

data/$schemas/data-health.schema.json

@@ -0,0 +1,139 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "title": "Manifest Data Health Report",
+  "description": "Generated manifest provenance, freshness, relationship, and translation health snapshot.",
+  "type": "object",
+  "properties": {
+    "asOf": { "type": "string", "format": "date" },
+    "thresholds": { "$ref": "#/$defs/categoryThresholds" },
+    "summary": { "$ref": "#/$defs/summary" },
+    "byCategory": { "$ref": "#/$defs/categoryHealthMap" },
+    "translationsByLocale": {
+      "type": "object",
+      "minProperties": 1,
+      "additionalProperties": { "$ref": "#/$defs/translationHealth" }
+    },
+    "issues": {
+      "type": "array",
+      "items": { "$ref": "#/$defs/issue" }
+    }
+  },
+  "required": ["asOf", "thresholds", "summary", "byCategory", "translationsByLocale", "issues"],
+  "additionalProperties": false,
+  "$defs": {
+    "categories": {
+      "type": "string",
+      "enum": ["ides", "clis", "desktops", "extensions", "models", "providers", "vendors"]
+    },
+    "nonNegativeInteger": {
+      "type": "integer",
+      "minimum": 0
+    },
+    "percentage": {
+      "type": "number",
+      "minimum": 0,
+      "maximum": 100
+    },
+    "categoryThresholds": {
+      "type": "object",
+      "properties": {
+        "ides": { "$ref": "#/$defs/nonNegativeInteger" },
+        "clis": { "$ref": "#/$defs/nonNegativeInteger" },
+        "desktops": { "$ref": "#/$defs/nonNegativeInteger" },
+        "extensions": { "$ref": "#/$defs/nonNegativeInteger" },
+        "models": { "$ref": "#/$defs/nonNegativeInteger" },
+        "providers": { "$ref": "#/$defs/nonNegativeInteger" },
+        "vendors": { "$ref": "#/$defs/nonNegativeInteger" }
+      },
+      "required": ["ides", "clis", "desktops", "extensions", "models", "providers", "vendors"],
+      "additionalProperties": false
+    },
+    "summary": {
+      "type": "object",
+      "properties": {
+        "totalRecords": { "$ref": "#/$defs/nonNegativeInteger" },
+        "recordsWithSources": { "$ref": "#/$defs/nonNegativeInteger" },
+        "verifiedRecords": { "$ref": "#/$defs/nonNegativeInteger" },
+        "provenanceComplete": { "$ref": "#/$defs/nonNegativeInteger" },
+        "staleVerifiedRecords": { "$ref": "#/$defs/nonNegativeInteger" },
+        "translationPlaceholderValues": { "$ref": "#/$defs/nonNegativeInteger" },
+        "danglingRelationships": { "$ref": "#/$defs/nonNegativeInteger" },
+        "modelBenchmarkCoverage": { "$ref": "#/$defs/percentage" },
+        "productsWithPricing": { "$ref": "#/$defs/nonNegativeInteger" },
+        "productRecords": { "$ref": "#/$defs/nonNegativeInteger" },
+        "communityUrlsPopulated": { "$ref": "#/$defs/nonNegativeInteger" },
+        "communityUrlsWithProvenance": { "$ref": "#/$defs/nonNegativeInteger" },
+        "duplicatedVendorCommunityUrls": { "$ref": "#/$defs/nonNegativeInteger" },
+        "errors": { "$ref": "#/$defs/nonNegativeInteger" },
+        "warnings": { "$ref": "#/$defs/nonNegativeInteger" },
+        "info": { "$ref": "#/$defs/nonNegativeInteger" }
+      },
+      "required": [
+        "totalRecords",
+        "recordsWithSources",
+        "verifiedRecords",
+        "provenanceComplete",
+        "staleVerifiedRecords",
+        "translationPlaceholderValues",
+        "danglingRelationships",
+        "modelBenchmarkCoverage",
+        "productsWithPricing",
+        "productRecords",
+        "communityUrlsPopulated",
+        "communityUrlsWithProvenance",
+        "duplicatedVendorCommunityUrls",
+        "errors",
+        "warnings",
+        "info"
+      ],
+      "additionalProperties": false
+    },
+    "categoryHealth": {
+      "type": "object",
+      "properties": {
+        "total": { "$ref": "#/$defs/nonNegativeInteger" },
+        "verified": { "$ref": "#/$defs/nonNegativeInteger" },
+        "provenanceComplete": { "$ref": "#/$defs/nonNegativeInteger" },
+        "stale": { "$ref": "#/$defs/nonNegativeInteger" }
+      },
+      "required": ["total", "verified", "provenanceComplete", "stale"],
+      "additionalProperties": false
+    },
+    "categoryHealthMap": {
+      "type": "object",
+      "properties": {
+        "ides": { "$ref": "#/$defs/categoryHealth" },
+        "clis": { "$ref": "#/$defs/categoryHealth" },
+        "desktops": { "$ref": "#/$defs/categoryHealth" },
+        "extensions": { "$ref": "#/$defs/categoryHealth" },
+        "models": { "$ref": "#/$defs/categoryHealth" },
+        "providers": { "$ref": "#/$defs/categoryHealth" },
+        "vendors": { "$ref": "#/$defs/categoryHealth" }
+      },
+      "required": ["ides", "clis", "desktops", "extensions", "models", "providers", "vendors"],
+      "additionalProperties": false
+    },
+    "translationHealth": {
+      "type": "object",
+      "properties": {
+        "totalStrings": { "$ref": "#/$defs/nonNegativeInteger" },
+        "matchingEnglish": { "$ref": "#/$defs/nonNegativeInteger" },
+        "matchingEnglishPercent": { "$ref": "#/$defs/percentage" }
+      },
+      "required": ["totalStrings", "matchingEnglish", "matchingEnglishPercent"],
+      "additionalProperties": false
+    },
+    "issue": {
+      "type": "object",
+      "properties": {
+        "severity": { "type": "string", "enum": ["error", "warning", "info"] },
+        "code": { "type": "string", "minLength": 1 },
+        "category": { "$ref": "#/$defs/categories" },
+        "id": { "type": "string", "minLength": 1 },
+        "message": { "type": "string", "minLength": 1 }
+      },
+      "required": ["severity", "code", "category", "id", "message"],
+      "additionalProperties": false
+    }
+  }
+}

data/github-stars.json

@@ -1,40 +1,40 @@
 {
-  "observedAt": "2026-08-30",
+  "observedAt": "2026-08-31",
   "repositories": {
-    "aaif-goose/goose": 53694,
-    "anomalyco/opencode": 202526,
-    "anthropics/claude-code": 143448,
+    "aaif-goose/goose": 53700,
+    "anomalyco/opencode": 202538,
+    "anthropics/claude-code": 143460,
     "augmentcode/auggie": 276,
     "aws/amazon-q-developer-cli": 1985,
-    "can1357/oh-my-pi": 28431,
-    "cline/cline": 67165,
+    "can1357/oh-my-pi": 28449,
+    "cline/cline": 67169,
     "codota/TabNine": 10774,
-    "continuedev/continue": 35700,
-    "cursor/cursor": 33202,
-    "deepseek-ai/deepseek-harness": 204355,
-    "earendil-works/pi": 99313,
-    "esengine/DeepSeek-Reasonix": 35258,
+    "continuedev/continue": 35701,
+    "cursor/cursor": 33201,
+    "deepseek-ai/deepseek-harness": 204470,
+    "earendil-works/pi": 99340,
+    "esengine/DeepSeek-Reasonix": 35261,
     "github/copilot-cli": 11124,
     "google-antigravity/antigravity-cli": 2081,
-    "google-gemini/gemini-cli": 106749,
-    "JetBrains/intellij-community": 20498,
+    "google-gemini/gemini-cli": 106748,
+    "JetBrains/intellij-community": 20497,
     "JetBrains/junie": 414,
-    "Kilo-Org/kilocode": 27080,
+    "Kilo-Org/kilocode": 27081,
     "kirodotdev/Kiro": 4238,
-    "microsoft/vscode": 190055,
+    "microsoft/vscode": 190056,
     "MiniMax-AI/minimax-code": 72,
-    "mistralai/mistral-vibe": 4895,
-    "MoonshotAI/kimi-code": 7154,
-    "openai/codex": 120012,
-    "QwenLM/qwen-code": 27507,
+    "mistralai/mistral-vibe": 4896,
+    "MoonshotAI/kimi-code": 7156,
+    "openai/codex": 120038,
+    "QwenLM/qwen-code": 27510,
     "RooCodeInc/Roo-Code": 24320,
     "shareAI-lab/Kode-CLI": 5210,
     "SivanCola/reasonix-vscode": 11,
     "stagewise-io/stagewise": 6798,
     "Trae-AI/TRAE": 917,
     "verdentAI/docs": 4,
-    "VSCodium/vscodium": 33035,
-    "xai-org/grok-build": 26250,
-    "zed-industries/zed": 89451
+    "VSCodium/vscodium": 33036,
+    "xai-org/grok-build": 26251,
+    "zed-industries/zed": 89459
   }
 }

docs/DATA-TRUST.md

@@ -52,6 +52,10 @@ Every new model catalog entry must have a published Artificial Analysis Intellig
 
 ## Freshness policy
 
-Run `pnpm data-health:report` after manifest or translation changes and commit both generated snapshots. CI runs `pnpm data-health:check` to reject invalid or stale snapshots.
+`pnpm manifest-data:validate` is the offline validation entry point for schema coverage, semantic relationships, i18n structure, and the committed data-health snapshot. `pnpm manifest-data:check` adds read-only checks against every configured authoritative source. `pnpm manifest-data:update` updates only the explicitly configured safe fields, regenerates derived data and health reports, and reruns the offline validation suite. Source checks can be limited with `--only=<source,...>`.
+
+The update harness covers GitHub star snapshots, declared product release versions, exact benchmark mappings, and monitored model-source digests. A pricing or lifecycle source change updates only its digest and observation date; changing the corresponding factual fields still requires review against the cited official source. Any missing, malformed, renamed, or ambiguous upstream result fails the relevant task.
+
+Run `pnpm data-health:report` after manifest or translation changes made outside the unified update harness and commit both generated snapshots. CI runs `pnpm data-health:check` to reject invalid or stale snapshots.
 
 The current review thresholds are 30 days for models and providers, 60 days for IDEs, CLIs, and extensions, and 90 days for vendors. Threshold findings remain warnings so that legacy debt stays visible without blocking unrelated work. Dangling product relationships are errors because they always point to nonexistent records and can break navigation. Network reachability is checked by the separate scheduled URL workflow; source authority and field coverage remain pull-request review responsibilities.

docs/GITHUB_SETUP_MANUAL_STEPS.md

@@ -172,7 +172,7 @@ This is the simplest method - Cloudflare handles everything automatically.
    - None required for basic setup
 
 5. **Advanced Settings**:
-   - Node.js version: `20`
+   - Node.js version: `24`
    - Compatibility date: `2025-03-01` (or latest)
 
 6. **Click "Save and Deploy"**

manifests/$schemas/github-stars.schema.json

@@ -1,5 +1,5 @@
 {
-  "$schema": "http://json-schema.org/draft-07/schema#",
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
   "$id": "https://aicodingstack.io/schemas/github-stars.schema.json",
   "title": "GitHub Repository Stars Data",
   "description": "Repository-keyed GitHub star snapshots. Product associations and source-code status are derived from product manifests.",