Updated app_spec_ikario_rag_UI.txt to document new 8th MCP tool and thinking feature:
CHANGES:
- Updated from 7 to 8 MCP tools (added append_to_conversation)
- Added route: POST /api/memory/conversations/append
- Documented thinking field support for LLM reasoning capture
- Added appendToConversation() function in Memory Service Layer
- Updated Chat Integration with thinking examples
- Added tests for append_to_conversation with thinking
- Updated success criteria and constraints (8 tools)
KEY ADDITIONS:
- Format message with thinking documented
- Auto-create behavior explained
- Extended Thinking integration guidelines
- Distinction: add_conversation (complete) vs append_to_conversation (incremental)
8 sections modified with complete documentation.
Spec ready for issue creation.
🤖 Generated with Claude Code
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Created comprehensive spec for integrating Claude's Extended Thinking feature into
the my_project application. This spec follows the standard XML .txt format used
by the project's initializer agents.
Key features (15 total):
- Backend thinking parameter support in API routes
- SSE streaming for thinking_delta events
- Database storage for thinking_content and thinking_signature
- Conversation-level thinking settings (enable/disable + budget)
- Frontend ThinkingBlock component for collapsible display
- Settings panel integration (toggle + budget slider)
- Thinking badge in conversation list
- Token tracking and usage stats for thinking
- Tool use compatibility (thinking preservation)
- Error handling for thinking timeouts
- Complete user documentation
Technologies:
- Claude API thinking parameter: { type: "enabled", budget_tokens: 1024-200000 }
- Server-Sent Events (SSE) for streaming thinking deltas
- SQLite database extensions (2 new columns per table)
- React components with blue color scheme for thinking blocks
- @anthropic-ai/sdk already installed
Database changes:
- conversations: enable_thinking, thinking_budget_tokens
- messages: thinking_content, thinking_signature
Model support: Claude 4+ (Sonnet 4.5, Haiku 4.5, Opus 4.5/4.1/4, Sonnet 4)
🤖 Generated with Claude Code
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
New feature specification to add native Markdown (.md) file support:
- Skip OCR for .md files (0€ cost vs ~0.003€/page for PDF)
- Process Markdown directly through LLM pipeline
- Maintain full compatibility with existing PDF workflow
- Includes 10 features, 5 implementation steps, comprehensive tests
This will enable users to upload pre-digitized philosophical texts
in Markdown format without incurring OCR costs while still benefiting
from LLM-based metadata extraction, TOC generation, semantic chunking,
and Weaviate vectorization.
🤖 Generated with Claude Code
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Created comprehensive spec for integrating Ikario RAG MCP client into existing
Claude.ai Clone project. Features Tool Use API for autonomous memory management.
Key features (10 total):
- MCP client connection and wrapper services (backend)
- Memory API routes (/api/memory/*) (backend)
- Tool Use API integration with save_memory and search_memories tools (backend)
- Tool execution handler and enriched system prompt (backend)
- Manual save button in chat interface (frontend)
- Memory search panel in sidebar (frontend)
- Memory status indicator in header (frontend)
- Automatic conversation backup (backend)
Technologies:
- @modelcontextprotocol/sdk for MCP client
- Claude Tool Use API for autonomous memory operations
- ChromaDB via MCP for semantic search (managed by Ikario RAG server)
- Minimal SQLite changes (1 column addition)
🤖 Generated with Claude Code
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
