feat: Enhance AI Elements and Agent Workflow Components

- Updated AGENTS.md documentation in src/mastra/tools to clarify tool properties and execution context.
- Improved test cases in csv-to-json.tool.test.ts for better type handling and progress event assertions.
- Updated test-results.json to reflect the latest test run metrics.
- Created AI_ELEMENTS_INTEGRATION_TODO.md to outline tasks for integrating AI elements into the chat application.
- Added agent-sandbox.tsx component for a code execution sandbox with file tree and terminal functionalities.
- Introduced agent-workflow.tsx component for visualizing agent workflows with customizable nodes and edges.
- Established lib/AGENTS.md to document the frontend client library layer for AgentStack, detailing hooks, types, and key files.
- Created src/components/ai-elements/AGENTS.md to provide an overview of the AI Elements component library, including categories and usage examples.
- Added ui/AGENTS.md to document the UI component library, outlining categories and usage patterns for better developer guidance.

Author: ssdeanx

.gitignore

@@ -146,3 +146,5 @@ src/mastra/public/storage/request_queues/default/*.json
 src/mastra/public/storage/request_queues/default/rv4EFYzT2n22Qkr.json
 src/mastra/public/storage/key_value_stores/default/SDK_SESSION_POOL_STATE.json
 src/mastra/public/storage/key_value_stores/default/SDK_CRAWLER_STATISTICS_0.json
+thoughts/ledgers/CONTINUITY_ses_399c.md
+thoughts/ledgers/CONTINUITY_ses_3997.md

.markdownlint.json

@@ -4,6 +4,8 @@
     "MD022": false,
     "MD024": false,
     "MD025": false,
+    "MD026": false,
+    "MD029": false,
     "MD032": false,
     "MD033": false,
     "MD034": false,

.sisyphus/ralph-loop.local.md

@@ -0,0 +1,176 @@
+# AI Elements Integration - Detailed Task List
+
+## ANALYSIS COMPLETE
+
+### Current State:
+
+- **chat-input.tsx**: Uses simple MicIcon button (line 210) - needs SpeechInput component
+- **chat-messages.tsx**: Has type guards imported from 'ai' but uses custom rendering for file parts (lines 895-903)
+- **Unused 'ai' imports**: Many type guards and helpers available but not actively used for type narrowing
+
+### Files to Modify:
+
+1. `app/chat/components/chat-input.tsx` - Replace MicIcon with SpeechInput
+2. `app/chat/components/chat-messages.tsx` - Integrate Attachments, AudioPlayer components
+
+---
+
+## TODO LIST
+
+### TASK 001: Update chat-input.tsx - Add SpeechInput Integration
+
+**Status:** COMPLETED ✓
+**File:** `app/chat/components/chat-input.tsx`
+**Lines:** ~210 (MicIcon button area)
+
+**Sub-tasks:**
+
+- [x] 001a: Import SpeechInput component from '@/src/components/ai-elements/speech-input'
+- [x] 001b: Add useState for speech transcription text (uses existing input state)
+- [x] 001c: Create handleTranscriptionChange callback to append text to input
+- [x] 001d: Replace MicIcon button (lines ~201-211) with SpeechInput component
+- [x] 001e: Add onAudioRecorded callback for MediaRecorder fallback support
+- [x] 001f: Test TypeScript compilation (LSP errors are pre-existing, not from this change)
+
+**Components to integrate:**
+
+- SpeechInput (from speech-input.tsx)
+- Uses: onTranscriptionChange, onAudioRecorded, lang props
+
+---
+
+### TASK 002: Update chat-messages.tsx - Add Attachments Integration
+
+**Status:** NOT STARTED
+**File:** `app/chat/components/chat-messages.tsx`
+**Lines:** ~895-903 (fileParts rendering)
+
+**Sub-tasks:**
+
+- [ ] 002a: Import Attachments components from '@/src/components/ai-elements/attachments'
+- [ ] 002b: Locate current fileParts rendering code (lines 895-903)
+- [ ] 002c: Replace custom Badge-based file rendering with Attachments component
+- [ ] 002d: Map FileUIPart[] to AttachmentData[] format
+- [ ] 002e: Ensure type imports from 'ai' (FileUIPart, isFileUIPart) are used
+- [ ] 002f: Test TypeScript compilation
+
+**Components to integrate:**
+
+- Attachments, Attachment, AttachmentPreview, AttachmentInfo, AttachmentRemove (from attachments.tsx)
+
+---
+
+### TASK 003: Update chat-messages.tsx - Add AudioPlayer Integration
+
+**Status:** NOT STARTED
+**File:** `app/chat/components/chat-messages.tsx`
+
+**Sub-tasks:**
+
+- [ ] 003a: Import AudioPlayer from '@/src/components/ai-elements/audio-player'
+- [ ] 003b: Identify where audio FileUIPart messages are rendered
+- [ ] 003c: Add conditional rendering for audio mediaType files
+- [ ] 003d: Integrate AudioPlayer for audio file parts
+- [ ] 003e: Test TypeScript compilation
+
+**Components to integrate:**
+
+- AudioPlayer (from audio-player.tsx)
+
+---
+
+### TASK 004: Update chat-messages.tsx - Add Transcription Integration
+
+**Status:** NOT STARTED
+**File:** `app/chat/components/chat-messages.tsx`
+
+**Sub-tasks:**
+
+- [ ] 004a: Import Transcription from '@/src/components/ai-elements/transcription'
+- [ ] 004b: Import Experimental_SpeechResult type from 'ai'
+- [ ] 004c: Add Transcription component for speech-to-text display
+- [ ] 004d: Test TypeScript compilation
+
+**Components to integrate:**
+
+- Transcription (from transcription.tsx)
+
+---
+
+### TASK 005: Verify and Leverage 'ai' Package Type Imports
+
+**Status:** NOT STARTED
+**Files:** `app/chat/components/chat-messages.tsx`, `app/chat/components/chat-input.tsx`
+
+**Sub-tasks:**
+
+- [ ] 005a: List all imported types from 'ai' in chat-messages.tsx
+- [ ] 005b: Identify which types are NOT actively used for type narrowing
+- [ ] 005c: Add active type narrowing using isFileUIPart, isTextUIPart, etc.
+- [ ] 005d: Replace any 'as' type assertions with proper type guards
+- [ ] 005e: Verify all unused imports serve a purpose (keep them as requested)
+
+**Types from 'ai' to leverage:**
+
+- isFileUIPart, isTextUIPart, isReasoningUIPart, isToolUIPart, isDataUIPart, isStaticToolUIPart
+- FileUIPart, TextUIPart, ReasoningUIPart, ToolUIPart, DataUIPart
+
+---
+
+## PROGRESS TRACKING
+
+| Task | Status      | File              | Started | Completed |
+| ---- | ----------- | ----------------- | ------- | --------- |
+| 001  | NOT STARTED | chat-input.tsx    | -       | -         |
+| 002  | NOT STARTED | chat-messages.tsx | -       | -         |
+| 003  | NOT STARTED | chat-messages.tsx | -       | -         |
+| 004  | NOT STARTED | chat-messages.tsx | -       | -         |
+| 005  | NOT STARTED | both              | -       | -         |
+
+---
+
+## COMPONENTS AVAILABLE BUT NOT INTEGRATED (31 total)
+
+### Priority 1 (Chat Input):
+
+1. ~~SpeechInput~~ (TASK 001)
+
+### Priority 2 (Message Rendering):
+
+2. ~~Attachments~~ (TASK 002)
+3. ~~AudioPlayer~~ (TASK 003)
+4. ~~Transcription~~ (TASK 004)
+
+### Priority 3 (Future - Not in current todo):
+
+5. agent.tsx
+6. canvas.tsx
+7. commit.tsx
+8. connection.tsx
+9. controls.tsx
+10. custom/
+11. edge.tsx
+12. environment-variables.tsx
+13. file-tree.tsx
+14. image.tsx
+15. jsx-preview.tsx
+16. mic-selector.tsx
+17. node.tsx
+18. open-in-chat.tsx
+19. package-info.tsx
+20. panel.tsx
+21. persona.tsx
+22. sandbox.tsx
+23. schema-display.tsx
+24. shimmer.tsx
+25. snippet.tsx
+26. stack-trace.tsx
+27. terminal.tsx
+28. test-results.tsx
+29. tools/
+30. voice-selector.tsx
+31. toolbar.tsx (partially used)
+
+---
+
+Last Updated: 2026-02-16