feat: Add Open WebUI auto-update

Simple local Docker update via existing update.sh script. Context
file tells the classifier this is a single Docker instance, so
database migration warnings aimed at multi-worker deployments are
correctly classified as auto.

services/open-webui/review-examples/auto-1.txt

@@ -0,0 +1,11 @@
+action: auto
+reason: Patch release with bug fixes only — access control fix, memory leak fix, and performance improvements. No database migrations or configuration changes.
+---
+## [0.8.7] - 2026-03-01
+
+### Fixed
+
+- 🔒 **Connection access control privacy.** Tool server and terminal connections without explicit access grants are now private (admin-only) by default, fixing a bug where connections configured with no access grants were visible to all users instead of being restricted. [Commit](https://github.com/open-webui/open-webui/commit/2751a0f0b)
+- 🧠 **ChatControls memory leak.** The ChatControls panel no longer leaks event listeners, ResizeObserver instances, and media query handlers when navigating between chats, fixing memory accumulation that could degrade performance during extended use. [#22112](https://github.com/open-webui/open-webui/pull/22112)
+- 💾 **Temporary chat params preservation.** Model parameters are now correctly saved when creating a temporary chat, ensuring custom settings like temperature and top_p persist across the session. [Commit](https://github.com/open-webui/open-webui/commit/fe837d80e)
+- ⚡ **Faster artifact content updates.** Artifact content extraction during streaming is now debounced via requestAnimationFrame, reducing redundant DOM reads and improving CPU efficiency when tokens arrive faster than the browser can paint. [Commit](https://github.com/open-webui/open-webui/commit/6863ca482)

services/open-webui/review-examples/auto-2.txt

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+action: auto
+reason: Small patch with a keyboard shortcut addition and bug fixes. No breaking changes, no migrations, no manual steps.
+---
+## [0.8.5] - 2026-02-23
+
+### Added
+
+- ⌨️ **Voice dictation shortcut.** Users can now toggle voice dictation using Cmd+Shift+L (or Ctrl+Shift+L on Windows/Linux), making it faster to start and stop dictation without clicking the microphone button.
+
+### Fixed
+
+- 🚫 **Model access KeyError fix.** The /api/models endpoint no longer crashes with a 500 error when models have incomplete info metadata missing the user_id field (e.g. models using global default metadata).
+- 🔄 **Frontend initialization resilience.** The app layout now gracefully handles individual API failures during initialization (getModels, getBanners, getTools, getUserSettings, setToolServers) instead of blocking the entire page load when any single call fails.
+- 🛡️ **Backend config null safety.** Language detection during app initialization no longer crashes when the backend config fetch fails, preventing a secondary cause of infinite loading.

services/open-webui/review-examples/auto-3.txt

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+action: auto
+reason: Database schema changes and long-running migration run automatically on startup for single-instance Docker deployments. The warnings about simultaneous updates only apply to multi-worker or load-balanced setups, which this is not.
+---
+> [!CAUTION]
+> Database Migrations: This release includes database schema changes; we strongly recommend backing up your database and all associated data before upgrading in production environments. If you are running a multi-worker, multi-server, or load-balanced deployment, all instances must be updated simultaneously, rolling updates are not supported and will cause application failures due to schema incompatibility.
+
+> [!WARNING]
+> Long-Running Database Migration: This release includes a migration for the `chat_message` table that can take a significant amount of time to complete, especially in larger deployments with extensive chat histories. Please plan for adequate downtime and allow the migration to finish completely without interruption.
+
+### New features
+
+- Experimental support for Open Responses protocol
+- Yandex search provider
+- Custom password hints via PASSWORD_VALIDATION_HINT environment variable
+- MCP custom SSL certificates support
+
+### Important notes
+
+- Database Migration Required — This release includes database schema changes; multi-worker, multi-server, or load-balanced deployments must update all instances simultaneously.
+- Chat Message Table Migration — This release includes a new chat message table migration that can take a significant amount of time to complete in larger deployments with extensive chat histories.

services/open-webui/review-examples/manual-1.txt

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+action: manual
+reason: Docker volume mount paths have changed and the Ollama connection default has been removed. Admin must update docker-compose.yaml before upgrading.
+---
+## Breaking changes
+
+- The default data directory inside the container has changed from `/app/backend/data` to `/data`. You must update your docker-compose volume mounts before upgrading or data will not be found.
+- The default Ollama connection URL is no longer set automatically. You must set the OLLAMA_BASE_URL environment variable explicitly in your docker-compose.yaml or the connection to Ollama will fail after upgrading.
+- The admin panel settings page has been reorganized. Custom environment variable overrides for UI settings may need to be updated.
+
+### Features
+
+- New dashboard with usage analytics
+- Improved model management interface