# Git-Iris 2.0: Implementation Checklist
This document tracks the progress of Git-Iris 2.0's agent-based architecture implementation. As development progresses, we'll update this document to reflect completed tasks, pending work, and any adjustments to the implementation plan.
## Progress Overview
| 1. Foundation | In Progress | 5% | Q3 2023 |
| 2. Agent Development | Not Started | 0% | Q4 2023 |
| 3. MCP & User Experience | Not Started | 0% | Q1 2024 |
| 4. Testing & Refinement | Not Started | 0% | Q2 2024 |
## Phase 1: Foundation
### Rig Framework Evaluation
- [x] Initial research on Rig framework capabilities
- [ ] Experimental branch for Rig integration
- [ ] Provider interface compatibility assessment
- [ ] Performance benchmarking vs current architecture
- [ ] Token usage comparison report
- [ ] Decision point: proceed with Rig or alternatives
### Core Architecture
- [ ] **Design Tool Registry**
- [ ] Define tool registration API
- [ ] Implement tool discovery mechanism
- [ ] Create tool versioning system
- [ ] Build tool capability advertisement
- [ ] **Implement Agent Orchestrator**
- [ ] Agent lifecycle management
- [ ] Resource allocation system
- [ ] Inter-agent communication protocol
- [ ] Task delegation framework
- [ ] Result aggregation mechanisms
- [ ] Error handling and recovery strategies
- [ ] **Provider Abstraction Layer**
- [ ] Create compatibility adapters for each provider
- [ ] Implement unified configuration system
- [ ] Build authentication mechanism for all providers
- [ ] Develop capability detection for models
- [ ] Create fallback strategies for unsupported features
### Basic Tool Implementation
- [ ] **Core Tool Set**
- [ ] FileReader tool with chunking and path validation
- [ ] DirectoryLister tool with filtering capabilities
- [ ] CodeSearcher tool with regex and semantic search
- [ ] DiffAnalyzer tool for change visualization
- [ ] GitHistoryReader for commit history exploration
- [ ] RepositoryMetaReader for configuration analysis
- [ ] **Tool Integration Framework**
- [ ] Tool request/response serialization
- [ ] Parameter validation system
- [ ] Error handling for tool execution
- [ ] Performance monitoring for tools
- [ ] Tool result caching mechanism
### Initial Agent Prototypes
- [ ] **Baseline Agent Implementation**
- [ ] Create agent configuration system
- [ ] Implement agent state management
- [ ] Define exploration strategy interface
- [ ] Build context assembly mechanisms
- [ ] Develop token budget management
- [ ] Create output generation and refinement system
- [ ] **Simple Commit Agent Prototype**
- [ ] Implement basic diff analysis
- [ ] Create minimal context exploration
- [ ] Build commit message generation
- [ ] Develop conventional commit formatting
- [ ] Implement quality validation for outputs
## Phase 2: Agent Development
### Agent Infrastructure
- [ ] **Advanced State Management**
- [ ] Long-term agent memory
- [ ] Cross-session persistence
- [ ] Exploration history tracking
- [ ] Decision point recording
- [ ] Performance optimization insights
- [ ] **Agent Communication Protocol**
- [ ] Inter-agent message passing
- [ ] Shared context mechanisms
- [ ] Task delegation patterns
- [ ] Result sharing framework
- [ ] Collaborative exploration coordination
### Specialized Agents
- [ ] **Commit Agent**
- [ ] Advanced diff understanding
- [ ] Conventional commit enforcement
- [ ] Commit quality assessment
- [ ] Semantic version impact detection
- [ ] Repository standard alignment
- [ ] **Review Agent**
- [ ] Code quality analysis
- [ ] Security vulnerability detection
- [ ] Performance issue identification
- [ ] Best practice enforcement
- [ ] Context-aware suggestion prioritization
- [ ] **Changelog Agent**
- [ ] Breaking change detection
- [ ] Feature identification
- [ ] Bug fix categorization
- [ ] Version bump recommendation
- [ ] Release note generation
- [ ] **Task-Specific Context Agents**
- [ ] Context Explorer implementation
- [ ] Code Analyzer implementation
- [ ] Structure Analyzer implementation
- [ ] Meta Analyzer implementation
### Advanced Tool Development
- [ ] **Language-Specific Tools**
- [ ] AST-based code analysis
- [ ] Symbol extraction and lookup
- [ ] Type inference helpers
- [ ] Dependency graph generation
- [ ] **Project Structure Tools**
- [ ] Module relationship mapper
- [ ] API surface analyzer
- [ ] Architecture pattern detector
- [ ] Impact analysis for changes
- [ ] **Task-Specific Tools**
- [ ] CommitAnalyzer implementation
- [ ] CodeQualityAnalyzer implementation
- [ ] BreakingChangeDetector implementation
- [ ] DependencyAnalyzer implementation
### Context Optimization
- [ ] **Relevance Scoring System**
- [ ] File relevance heuristics
- [ ] Symbol importance ranking
- [ ] Context refresh triggers
- [ ] Diminishing returns detection
- [ ] **Performance Optimization**
- [ ] Parallel tool execution
- [ ] Context caching implementation
- [ ] Progressive output generation
- [ ] Adaptive exploration strategies
- [ ] Token budget enforcement
## Phase 3: MCP & User Experience
### MCP Integration
- [ ] **MCP Server Redesign**
- [ ] Agent-based handler implementation
- [ ] Streaming response support
- [ ] Progress reporting for long operations
- [ ] Cancellation support for running tasks
- [ ] Resource limiting for concurrent requests
- [ ] **Tool Mapping**
- [ ] Map git_iris_commit to Commit Agent
- [ ] Map git_iris_code_review to Review Agent
- [ ] Map git_iris_changelog to Changelog Agent
- [ ] Map git_iris_release_notes to Changelog Agent
- [ ] **Security & Authentication**
- [ ] Provider key management
- [ ] Request validation
- [ ] Rate limiting implementation
- [ ] User permission enforcement
### CLI Improvements
- [ ] **Command Interface Updates**
- [ ] Progressive output display
- [ ] Interactive exploration options
- [ ] Configuration management commands
- [ ] Debugging and verbose modes
- [ ] **Configuration System**
- [ ] Agent-specific configurations
- [ ] Tool customization options
- [ ] Provider selection interface
- [ ] Performance tuning parameters
### Monitoring & Telemetry
- [ ] **Metrics Collection**
- [ ] Performance metrics implementation
- [ ] Quality metrics tracking
- [ ] Exploration metrics gathering
- [ ] Resource usage monitoring
- [ ] **User Feedback System**
- [ ] Output quality assessment
- [ ] Satisfaction tracking
- [ ] Feature request collection
- [ ] Error reporting mechanism
## Phase 4: Testing & Refinement
### Comprehensive Testing
- [ ] **Test Infrastructure**
- [ ] Unit test framework for agents
- [ ] Integration tests for tool interactions
- [ ] End-to-end workflow tests
- [ ] Performance benchmark suite
- [ ] Regression test automation
- [ ] **Quality Assurance**
- [ ] Output quality evaluation framework
- [ ] Consistency checking across providers
- [ ] Edge case repository testing
- [ ] Large repository scaling tests
- [ ] Cross-platform verification
### Documentation
- [ ] **Developer Documentation**
- [ ] Architecture reference
- [ ] Agent development guide
- [ ] Tool creation tutorial
- [ ] Provider integration instructions
- [ ] API reference documentation
- [ ] **User Documentation**
- [ ] Command reference
- [ ] Configuration guide
- [ ] Best practices manual
- [ ] Troubleshooting guide
- [ ] Example workflows
### Final Refinements
- [ ] **Performance Tuning**
- [ ] Response time optimization
- [ ] Token usage minimization
- [ ] Memory footprint reduction
- [ ] Scaling improvements for large repos
- [ ] Cold start time reduction
- [ ] **Pre-Release Tasks**
- [ ] Final code review
- [ ] Security audit
- [ ] Documentation completeness check
- [ ] Release candidate testing
- [ ] Release packaging and distribution
## Next Steps
1. Complete the experimental branch for Rig integration
2. Implement the basic Tool Registry and core tools
3. Create the first prototype of the Agent Orchestrator
4. Develop the initial Commit Agent prototype
5. Begin work on the provider abstraction layer
## Task Tracking
### Recently Completed
*(Nothing completed yet)*
### Currently In Progress
*(Nothing in progress yet)*
### Upcoming Tasks
1. Complete Rig framework evaluation
2. Create experimental branch for Rig integration
3. Design `ToolRegistry` component
4. Define tool registration mechanism
## Weekly Updates
### Week 1 (Not Started)
* Goals:
* Complete initial Rig evaluation
* Create experimental branch
* Begin `ToolRegistry` implementation
* Accomplishments:
* TBD
* Challenges:
* TBD
* Next Steps:
* TBD
## Notes & Considerations
### Architectural Decisions
*(Document key architectural decisions here as they are made)*
### Risk Assessment
* **Integration Complexity**: The transition to Rig may introduce unexpected compatibility issues
* **Performance Concerns**: Need to validate that agent-based approach doesn't introduce latency
* **Token Budget Management**: Smart exploration must stay within reasonable token limits