v4.6.3 - CLI Tools & Memory System Enhancements
v4.6.3 - CLI Tools & Memory System Enhancements
🎯 Major Improvements
CLI Tools Integration
- Gemini CLI v0.11.0-nightly Migration: Upgraded to native prompt support with
gemini -psyntax - Tool Wrapper Cleanup: Removed legacy wrapper scripts for cleaner architecture
- Parameter Standardization: Unified
-mmodel parameter placement (after prompt)
Memory System Enhancements
- Parallel Execution: Full documentation updates now use agent-based parallel processing (73% efficiency improvement)
- 3-Layer Architecture: Auto-strategy selection based on directory depth
- Layer 3 (depth ≥3): Multi-layer strategy with full context
- Layer 2 (depth 1-2): Single-layer aggregation strategy
- Layer 1 (depth 0): Top-level aggregation
- Tool Fallback: Automatic 3-tier tool fallback (gemini → qwen → codex)
- Agent Task Simplification: Removed strategy judgment from agents, pre-determined by coordinator
Documentation Updates
- Intelligent Tools Strategy: Added critical directory scope rules and
--include-directoriesusage - Context Search Strategy: Enhanced search tool selection matrix
- Workflow Documentation: Added brainstorming workflows and UI design automation
- Getting Started Guide: Added
/memory:loaddocumentation and session auto-creation tips
📝 Detailed Changes
Memory Commands
update_module_claude.sh: Strategy parameter support (multi-layer/single-layer)/memory:update-full: Agent batch processing with module-level isolation/memory:update-related: Enhanced context-aware updates
CLI Integration
- Model parameter placement:
-mnow after prompt for all tools - Native prompt support: Direct
-pflag usage - Approval mode:
--yolofor write operations
Configuration & Cleanup
- Removed deprecated tool wrapper scripts
- Cleaned up redundant tool control documentation
- Standardized command templates
🔧 Breaking Changes
CLI Command Format
Before:
gemini "prompt text" -m gemini-2.5-flashAfter:
gemini -p "prompt text" -m gemini-2.5-flashMemory Update Strategy
- Strategy now auto-determined by directory depth (no manual configuration needed)
- Agents receive pre-determined strategies from coordinator
📚 Documentation
- Updated:
intelligent-tools-strategy.md- Directory scope rules - Updated:
mcp-tool-strategy.md- Tool selection matrix - Updated:
update-full.md- Agent execution flow with fallback handling - Added: Brainstorming workflow documentation
- Added: UI design automation guides
🙏 Contributors
Thanks to all contributors who helped improve the CLI tools and memory system!
Full Changelog: v4.6.2...v4.6.3