Include the 10 example- reference scaffolds: store now matches the technical report census of 1,010 exactly

README.md

@@ -7,8 +7,8 @@ license: mit
 Run-artifact store for the full MatrAIx application task library. Each folder
 below corresponds to one application task from the
 [MatrAIx GitHub repository](https://github.com/MatrAIx-ai/MatrAIx): every task
-merged to the `main` branch (snapshot: `main` @ `ce2bb9ac`; `example-` reference
-scaffolds excluded), plus the synthetic task batches contributed on the
+merged to the `main` branch (snapshot: `main` @ `ce2bb9ac`, including the
+`example-` reference scaffolds), plus the synthetic task batches contributed on the
 `staging/synthetic-tasks` branch (surveys) and in pull request
 [#340](https://github.com/MatrAIx-ai/MatrAIx-Community/pull/340) (chatbots;
 merged at commit `4b4ca960` and later reverted on `main`, so those task
@@ -24,15 +24,15 @@ all other folders are placeholders awaiting their runs.
 
 | Type folder | Applications | of which synthetic |
 |---|---|---|
-| Type 1 - Survey | 620 | 603 |
-| Type 2 - Chatbot | 369 | 353 |
-| Type 3 - Website | 8 | 0 |
-| Type 4 - App | 3 | 0 |
-| **Total** | **1,000** | **956** |
+| Type 1 - Survey | 621 | 603 |
+| Type 2 - Chatbot | 371 | 353 |
+| Type 3 - Website | 12 | 0 |
+| Type 4 - App | 6 | 0 |
+| **Total** | **1,010** | **956** |
 
-The MatrAIx application-layer technical report counts 1,010 task
-specifications: the 1,000 here plus the 10 `example-` reference scaffolds,
-which are excluded from this artifact store.
+This store mirrors the 1,010 task specifications counted in the MatrAIx
+application-layer technical report exactly, including the 10 `example-`
+reference scaffolds from which new tasks are authored.
 
 ## Applications per domain
 
@@ -41,16 +41,17 @@ domains, from travel, legal, and insurance to education, pets, and the arts.
 
 | Domain | Applications |
 |---|---|
-| Commerce & Retail | 204 |
-| Software | 151 |
+| Commerce & Retail | 207 |
+| Software | 156 |
 | Finance | 161 |
 | Healthcare | 168 |
-| Other | 316 |
+| Other | 318 |
 
 ## Task index
 
 | Task | Type | Domain | Synthetic | Status | Folder | GitHub Task |
 |---|---|---|---|---|---|---|
+| `example-survey_product-feedback` | Survey | software | no | reference scaffold | [folder](./Type%201%20-%20Survey/example-survey_product-feedback) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/example-survey_product-feedback) |
 | `survey_5g-adoption` | Survey | software | yes | awaiting runs | [folder](./Type%201%20-%20Survey/survey_5g-adoption) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/staging/synthetic-tasks/application/tasks/survey_5g-adoption) |
 | `survey_accessibility-feature-usage` | Survey | software | yes | awaiting runs | [folder](./Type%201%20-%20Survey/survey_accessibility-feature-usage) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/staging/synthetic-tasks/application/tasks/survey_accessibility-feature-usage) |
 | `survey_accounting-software` | Survey | software | yes | awaiting runs | [folder](./Type%201%20-%20Survey/survey_accounting-software) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/staging/synthetic-tasks/application/tasks/survey_accounting-software) |
@@ -785,6 +786,8 @@ domains, from travel, legal, and insurance to education, pets, and the arts.
 | `events-holiday-hosting_chatbot` | Chatbot | events | yes | awaiting runs | [folder](./Type%202%20-%20Chatbot/events-holiday-hosting_chatbot) | [task](https://github.com/MatrAIx-ai/MatrAIx-Community/tree/4b4ca960cbc19c64aaadf1e6bc67cd1d2ac8d789/application/tasks/events-holiday-hosting_chatbot) |
 | `events-reunion-planning_chatbot` | Chatbot | events | yes | awaiting runs | [folder](./Type%202%20-%20Chatbot/events-reunion-planning_chatbot) | [task](https://github.com/MatrAIx-ai/MatrAIx-Community/tree/4b4ca960cbc19c64aaadf1e6bc67cd1d2ac8d789/application/tasks/events-reunion-planning_chatbot) |
 | `events-wedding-planning_chatbot` | Chatbot | events | yes | awaiting runs | [folder](./Type%202%20-%20Chatbot/events-wedding-planning_chatbot) | [task](https://github.com/MatrAIx-ai/MatrAIx-Community/tree/4b4ca960cbc19c64aaadf1e6bc67cd1d2ac8d789/application/tasks/events-wedding-planning_chatbot) |
+| `example-chat-api_support_chatbot` | Chatbot | commerce-retail | no | reference scaffold | [folder](./Type%202%20-%20Chatbot/example-chat-api_support_chatbot) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/example-chat-api_support_chatbot) |
+| `example-chat-mcp_support_chatbot` | Chatbot | commerce-retail | no | reference scaffold | [folder](./Type%202%20-%20Chatbot/example-chat-mcp_support_chatbot) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/example-chat-mcp_support_chatbot) |
 | `finance-budget-setup_chatbot` | Chatbot | finance | yes | awaiting runs | [folder](./Type%202%20-%20Chatbot/finance-budget-setup_chatbot) | [task](https://github.com/MatrAIx-ai/MatrAIx-Community/tree/4b4ca960cbc19c64aaadf1e6bc67cd1d2ac8d789/application/tasks/finance-budget-setup_chatbot) |
 | `finance-college-savings_chatbot` | Chatbot | finance | yes | awaiting runs | [folder](./Type%202%20-%20Chatbot/finance-college-savings_chatbot) | [task](https://github.com/MatrAIx-ai/MatrAIx-Community/tree/4b4ca960cbc19c64aaadf1e6bc67cd1d2ac8d789/application/tasks/finance-college-savings_chatbot) |
 | `finance-credit-card-recommendation_chatbot` | Chatbot | finance | yes | awaiting runs | [folder](./Type%202%20-%20Chatbot/finance-credit-card-recommendation_chatbot) | [task](https://github.com/MatrAIx-ai/MatrAIx-Community/tree/4b4ca960cbc19c64aaadf1e6bc67cd1d2ac8d789/application/tasks/finance-credit-card-recommendation_chatbot) |
@@ -1040,6 +1043,10 @@ domains, from travel, legal, and insurance to education, pets, and the arts.
 | `writing-nonfiction-book_chatbot` | Chatbot | writing | yes | awaiting runs | [folder](./Type%202%20-%20Chatbot/writing-nonfiction-book_chatbot) | [task](https://github.com/MatrAIx-ai/MatrAIx-Community/tree/4b4ca960cbc19c64aaadf1e6bc67cd1d2ac8d789/application/tasks/writing-nonfiction-book_chatbot) |
 | `writing-publishing-options_chatbot` | Chatbot | writing | yes | awaiting runs | [folder](./Type%202%20-%20Chatbot/writing-publishing-options_chatbot) | [task](https://github.com/MatrAIx-ai/MatrAIx-Community/tree/4b4ca960cbc19c64aaadf1e6bc67cd1d2ac8d789/application/tasks/writing-publishing-options_chatbot) |
 | `writing-screenwriting-basics_chatbot` | Chatbot | writing | yes | awaiting runs | [folder](./Type%202%20-%20Chatbot/writing-screenwriting-basics_chatbot) | [task](https://github.com/MatrAIx-ai/MatrAIx-Community/tree/4b4ca960cbc19c64aaadf1e6bc67cd1d2ac8d789/application/tasks/writing-screenwriting-basics_chatbot) |
+| `example-web-browser-use_laptop-choice` | Website | commerce-retail | no | reference scaffold | [folder](./Type%203%20-%20Website/example-web-browser-use_laptop-choice) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/example-web-browser-use_laptop-choice) |
+| `example-web-cocoa_plan-choice` | Website | software | no | reference scaffold | [folder](./Type%203%20-%20Website/example-web-cocoa_plan-choice) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/example-web-cocoa_plan-choice) |
+| `example-web-cua_bookshop-choice` | Website | arts-culture | no | reference scaffold | [folder](./Type%203%20-%20Website/example-web-cua_bookshop-choice) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/example-web-cua_bookshop-choice) |
+| `example-web-playwright_quote-choice` | Website | arts-culture | no | reference scaffold | [folder](./Type%203%20-%20Website/example-web-playwright_quote-choice) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/example-web-playwright_quote-choice) |
 | `texas-holdem_web` | Website | gaming-interactive | no | awaiting runs | [folder](./Type%203%20-%20Website/texas-holdem_web) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/texas-holdem_web) |
 | `web-allrecipes-recipe-choice` | Website | food-lifestyle | no | awaiting runs | [folder](./Type%203%20-%20Website/web-allrecipes-recipe-choice) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/web-allrecipes-recipe-choice) |
 | `web-cua-ikea-room-planner` | Website | commerce-retail | no | awaiting runs | [folder](./Type%203%20-%20Website/web-cua-ikea-room-planner) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/web-cua-ikea-room-planner) |
@@ -1048,6 +1055,9 @@ domains, from travel, legal, and insurance to education, pets, and the arts.
 | `web-notion-plan-comparison` | Website | software | no | runs in [Demo_Application_Data](https://huggingface.co/datasets/MatrAIx2026/Demo_Application_Data) | [folder](./Type%203%20-%20Website/web-notion-plan-comparison) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/web-notion-plan-comparison) |
 | `web-openlibrary-book-choice` | Website | books-reading | no | awaiting runs | [folder](./Type%203%20-%20Website/web-openlibrary-book-choice) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/web-openlibrary-book-choice) |
 | `web-portfoliovisualizer_backtest-allocation` | Website | finance | no | awaiting runs | [folder](./Type%203%20-%20Website/web-portfoliovisualizer_backtest-allocation) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/web-portfoliovisualizer_backtest-allocation) |
+| `example-computer-use-ios_photo-access-review` | App | software | no | reference scaffold | [folder](./Type%204%20-%20App/example-computer-use-ios_photo-access-review) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/example-computer-use-ios_photo-access-review) |
+| `example-computer-use-linux_note-to-csv` | App | software | no | reference scaffold | [folder](./Type%204%20-%20App/example-computer-use-linux_note-to-csv) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/example-computer-use-linux_note-to-csv) |
+| `example-computer-use-macos_calendar-reminder-handoff` | App | software | no | reference scaffold | [folder](./Type%204%20-%20App/example-computer-use-macos_calendar-reminder-handoff) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/example-computer-use-macos_calendar-reminder-handoff) |
 | `os-app-ios_news-subscription-decision` | App | software | no | runs in [Demo_Application_Data](https://huggingface.co/datasets/MatrAIx2026/Demo_Application_Data) | [folder](./Type%204%20-%20App/os-app-ios_news-subscription-decision) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/os-app-ios_news-subscription-decision) |
 | `os-app-macos_shortcuts-gallery-picks` | App | software | no | awaiting runs | [folder](./Type%204%20-%20App/os-app-macos_shortcuts-gallery-picks) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/os-app-macos_shortcuts-gallery-picks) |
 | `os-app-macos_stocks-mu-sentiment` | App | finance | no | runs in [Demo_Application_Data](https://huggingface.co/datasets/MatrAIx2026/Demo_Application_Data) | [folder](./Type%204%20-%20App/os-app-macos_stocks-mu-sentiment) | [task](https://github.com/MatrAIx-ai/MatrAIx/tree/main/application/tasks/os-app-macos_stocks-mu-sentiment) |