426 lines
16 KiB
Markdown
426 lines
16 KiB
Markdown
# MarkiTect System Capabilities & Extraction Plan
|
|
|
|
> **Comprehensive overview of all capabilities, architectural innovations, and capability extraction recommendations for the ComposableRepositoryParadigm**
|
|
|
|
## Overview
|
|
|
|
- **Total Capabilities**: 73+ distinct capabilities
|
|
- **Test Categories**: 15 major functional areas
|
|
- **Test Coverage**: 348 tests across 27 test files
|
|
- **Architecture**: Database-driven system with AST-based markdown processing, multi-layer caching, and deep Git platform integration
|
|
- **Extraction Status**: 2 capabilities extracted, 11 candidates identified for extraction
|
|
|
|
---
|
|
|
|
## 🎯 Capability Extraction Analysis
|
|
|
|
### Extraction Criteria
|
|
|
|
Based on the ComposableRepositoryParadigm, capabilities should be extracted when they meet these criteria:
|
|
|
|
1. **Self-Contained Functionality**: Can operate independently with minimal dependencies
|
|
2. **Reusability**: Could be useful in other projects or contexts
|
|
3. **Clear Boundaries**: Has well-defined interfaces and responsibilities
|
|
4. **Test Coverage**: Has adequate test coverage (>80% preferred)
|
|
5. **Size**: Significant enough to warrant extraction (>3 files or >500 LOC)
|
|
6. **Domain Separation**: Represents a distinct domain or concern
|
|
|
|
### Current Extraction Status
|
|
|
|
#### ✅ **Already Extracted** (2 capabilities)
|
|
- `markitect-content` - Content matter parsing (frontmatter, contentmatter, tailmatter)
|
|
- `markitect-utils` - General utility functions (test capability)
|
|
|
|
#### 🎯 **Recommended for Extraction** (7 capabilities)
|
|
|
|
| Priority | Capability | Rationale | Complexity | Dependencies |
|
|
|----------|------------|-----------|------------|-------------|
|
|
| **HIGH** | `markitect-finance` | Complete financial tracking system, self-contained | High | Low |
|
|
| **HIGH** | `markitect-query-paradigms` | 14 different query paradigms, highly reusable | High | Medium |
|
|
| **HIGH** | `markitect-graphql` | Complete GraphQL interface, standalone value | Medium | Medium |
|
|
| **MEDIUM** | `markitect-plugins` | Plugin architecture framework | Medium | Low |
|
|
| **MEDIUM** | `markitect-matter-parsers` | All matter parsing capabilities (3 types) | Medium | Low |
|
|
| **MEDIUM** | `markitect-legacy` | Legacy compatibility layer | Low | Low |
|
|
| **LOW** | `markitect-issues` | Issue management system | High | High |
|
|
|
|
#### 🛑 **Not Recommended for Extraction** (Core System)
|
|
|
|
These modules form the core of MarkiTect and should remain in the main project:
|
|
|
|
- **Core Engine**: `cli.py`, `database.py`, `config_manager.py` - Main application logic
|
|
- **AST Processing**: `ast_*.py`, `parser.py`, `serializer.py` - Core markdown processing
|
|
- **Document Management**: `document_manager.py`, `batch_processor.py` - Core functionality
|
|
- **Validation**: `schema_*.py`, `validation_*.py` - System integrity
|
|
- **Performance**: `cache_service.py`, `performance_tracker.py` - Core performance
|
|
- **Templates**: `template/` - Core template engine
|
|
|
|
---
|
|
|
|
## 📦 Detailed Capability Extraction Recommendations
|
|
|
|
### 1. 🏆 **HIGH PRIORITY - markitect-finance**
|
|
|
|
**Current Location**: `markitect/finance/`
|
|
|
|
**Files to Extract**:
|
|
```
|
|
markitect/finance/
|
|
├── __init__.py # Package interface
|
|
├── allocation_engine.py # Cost allocation logic
|
|
├── cli.py # Finance CLI commands
|
|
├── cost_manager.py # Cost tracking
|
|
├── day_wrapup_commands.py # Daily summaries
|
|
├── models.py # Data models
|
|
├── period_manager.py # Period handling
|
|
├── report_generator.py # Financial reports
|
|
├── session_tracker.py # Session tracking
|
|
├── worktime_commands.py # Work time CLI
|
|
├── worktime_tracker.py # Time tracking
|
|
└── migrations/001_create_cost_tables.sql
|
|
```
|
|
|
|
**Why Extract**:
|
|
- ✅ **Self-Contained**: Complete financial tracking system
|
|
- ✅ **Reusable**: Could be used by other project management tools
|
|
- ✅ **Clear Boundaries**: Well-defined domain (finance/time tracking)
|
|
- ✅ **Size**: 11 files, substantial codebase
|
|
- ✅ **Dependencies**: Minimal external dependencies
|
|
|
|
**Extraction Benefits**:
|
|
- Could be reused in other project management systems
|
|
- Independent development and versioning
|
|
- Clear separation of financial concerns
|
|
|
|
### 2. 🏆 **HIGH PRIORITY - markitect-query-paradigms**
|
|
|
|
**Current Location**: `markitect/query_paradigms/`
|
|
|
|
**Files to Extract**:
|
|
```
|
|
markitect/query_paradigms/
|
|
├── __init__.py # Package interface
|
|
├── base.py # Base classes
|
|
├── cli.py # Query CLI
|
|
├── registry.py # Paradigm registry
|
|
└── paradigms/ # 14 different paradigms
|
|
├── batch_paradigm.py
|
|
├── fts_paradigm.py
|
|
├── graphql_paradigm.py
|
|
├── jsonpath_paradigm.py
|
|
├── natural_language_paradigm.py
|
|
├── nosql_paradigm.py
|
|
├── qbe_paradigm.py
|
|
├── rag_paradigm.py
|
|
├── rest_api_paradigm.py
|
|
├── sql_paradigm.py
|
|
├── transform_paradigm.py
|
|
├── unix_pipeline_paradigm.py
|
|
├── visual_builder_paradigm.py
|
|
└── xpath_paradigm.py
|
|
```
|
|
|
|
**Why Extract**:
|
|
- ✅ **Highly Reusable**: Query paradigms useful across many applications
|
|
- ✅ **Self-Contained**: Complete query abstraction system
|
|
- ✅ **Innovation**: Unique architectural contribution
|
|
- ✅ **Size**: 17+ files, substantial investment
|
|
|
|
**Extraction Benefits**:
|
|
- Could become a standalone query abstraction library
|
|
- High reusability potential across projects
|
|
- Independent evolution of query capabilities
|
|
|
|
### 3. 🏆 **HIGH PRIORITY - markitect-graphql**
|
|
|
|
**Current Location**: `markitect/graphql/`
|
|
|
|
**Files to Extract**:
|
|
```
|
|
markitect/graphql/
|
|
├── __init__.py # Package interface
|
|
├── resolvers.py # GraphQL resolvers
|
|
├── schema.py # GraphQL schema
|
|
└── server.py # GraphQL server
|
|
```
|
|
|
|
**Why Extract**:
|
|
- ✅ **Standalone Value**: Complete GraphQL API interface
|
|
- ✅ **Reusable**: GraphQL interfaces are broadly applicable
|
|
- ✅ **Clear Boundaries**: Well-defined API layer
|
|
- ✅ **Technology**: Uses standard GraphQL patterns
|
|
|
|
**Extraction Benefits**:
|
|
- Can be developed independently with GraphQL ecosystem
|
|
- Reusable across different backend systems
|
|
- Clear API versioning and evolution
|
|
|
|
### 4. 🥈 **MEDIUM PRIORITY - markitect-plugins**
|
|
|
|
**Current Location**: `markitect/plugins/`
|
|
|
|
**Files to Extract**:
|
|
```
|
|
markitect/plugins/
|
|
├── __init__.py # Package interface
|
|
├── base.py # Base plugin classes
|
|
├── decorators.py # Plugin decorators
|
|
├── manager.py # Plugin manager
|
|
├── registry.py # Plugin registry
|
|
└── builtin/ # Built-in plugins
|
|
├── formatters.py
|
|
├── processors.py
|
|
└── search/ # Search plugins
|
|
├── fts_search.py
|
|
├── indexer.py
|
|
└── query_parser.py
|
|
```
|
|
|
|
**Why Extract**:
|
|
- ✅ **Reusable**: Plugin architecture pattern broadly applicable
|
|
- ✅ **Self-Contained**: Complete plugin system
|
|
- ✅ **Size**: 9+ files, substantial codebase
|
|
|
|
**Extraction Benefits**:
|
|
- Plugin architecture could be reused in other applications
|
|
- Independent development of plugin ecosystem
|
|
- Clear extensibility patterns
|
|
|
|
### 5. 🥈 **MEDIUM PRIORITY - markitect-matter-parsers**
|
|
|
|
**Current Status**: `markitect-content` already extracted, but three separate parsers remain:
|
|
|
|
**Files to Extract**:
|
|
```
|
|
markitect/matter_frontmatter/ # Front matter parsing
|
|
markitect/matter_contentmatter/ # Content matter parsing
|
|
markitect/matter_tailmatter/ # Tail matter parsing
|
|
```
|
|
|
|
**Why Extract**:
|
|
- ✅ **Reusable**: Matter parsing useful for many markdown tools
|
|
- ✅ **Self-Contained**: Each parser is independent
|
|
- ✅ **Clear Domain**: Document structure parsing
|
|
|
|
**Extraction Benefits**:
|
|
- Could be used by other markdown processing tools
|
|
- Independent evolution of parsing capabilities
|
|
|
|
### 6. 🥈 **MEDIUM PRIORITY - markitect-legacy**
|
|
|
|
**Current Location**: `markitect/legacy/`
|
|
|
|
**Files to Extract**:
|
|
```
|
|
markitect/legacy/
|
|
├── __init__.py # Package interface
|
|
├── agent.py # Legacy agents
|
|
├── compatibility.py # Compatibility layer
|
|
├── deprecation.py # Deprecation handling
|
|
├── exceptions.py # Legacy exceptions
|
|
├── git_tracker.py # Legacy Git tracking
|
|
├── registry.py # Legacy registry
|
|
└── switches.py # Feature switches
|
|
```
|
|
|
|
**Why Extract**:
|
|
- ✅ **Self-Contained**: Complete legacy compatibility system
|
|
- ✅ **Bounded**: Will eventually be removed
|
|
- ✅ **Clean Separation**: Should not contaminate main codebase
|
|
|
|
**Extraction Benefits**:
|
|
- Keeps legacy code separate from main evolution
|
|
- Can be deprecated independently
|
|
- Clear migration path
|
|
|
|
### 7. 🥉 **LOW PRIORITY - markitect-issues**
|
|
|
|
**Current Location**: `markitect/issues/`
|
|
|
|
**Files to Extract**:
|
|
```
|
|
markitect/issues/
|
|
├── __init__.py # Package interface
|
|
├── activity_commands.py # Activity tracking
|
|
├── activity_tracker.py # Activity tracking
|
|
├── base.py # Base classes
|
|
├── commands.py # Issue CLI commands
|
|
├── exceptions.py # Issue exceptions
|
|
├── issue_wrapup_commands.py # Issue completion
|
|
├── manager.py # Issue manager
|
|
└── plugins/ # Issue plugins
|
|
├── gitea.py # Gitea integration
|
|
└── local.py # Local issues
|
|
```
|
|
|
|
**Why Lower Priority**:
|
|
- ⚠️ **High Dependencies**: Tightly integrated with core system
|
|
- ⚠️ **Complex**: Issue management is complex domain
|
|
- ⚠️ **Core Feature**: Central to MarkiTect's value proposition
|
|
|
|
**Consider for Later**:
|
|
- Extract after core system stabilizes
|
|
- Requires careful dependency analysis
|
|
- High integration complexity
|
|
|
|
---
|
|
|
|
## 🚀 Extraction Implementation Plan
|
|
|
|
### Phase 1: **High-Value, Low-Risk Extractions**
|
|
1. **markitect-finance** - Complete financial system
|
|
2. **markitect-graphql** - GraphQL interface
|
|
3. **markitect-legacy** - Legacy compatibility
|
|
|
|
### Phase 2: **Complex, High-Value Extractions**
|
|
4. **markitect-query-paradigms** - Query abstraction system
|
|
5. **markitect-plugins** - Plugin architecture
|
|
|
|
### Phase 3: **Specialized Extractions**
|
|
6. **markitect-matter-parsers** - Consolidate matter parsing
|
|
7. **markitect-issues** - Issue management (if dependencies allow)
|
|
|
|
### Phase 4: **Validation and Optimization**
|
|
- Test all extractions thoroughly
|
|
- Optimize inter-capability dependencies
|
|
- Document lessons learned
|
|
- Update ComposableRepositoryParadigm based on experience
|
|
|
|
---
|
|
|
|
## 📊 Extraction Impact Analysis
|
|
|
|
### Complexity vs. Value Matrix
|
|
|
|
```
|
|
High Value │ query-paradigms │ finance │
|
|
│ │ graphql │
|
|
│ │ │
|
|
│ plugins │ matter-parsers │
|
|
Low Value │ legacy │ issues │
|
|
────────────────────────────────────
|
|
Low Complexity High Complexity
|
|
```
|
|
|
|
### Recommended Extraction Order
|
|
|
|
1. **markitect-finance** (High Value, Medium Complexity) - Complete system
|
|
2. **markitect-graphql** (High Value, Low Complexity) - Clean API layer
|
|
3. **markitect-legacy** (Medium Value, Low Complexity) - Easy win
|
|
4. **markitect-query-paradigms** (High Value, High Complexity) - Big impact
|
|
5. **markitect-plugins** (Medium Value, Medium Complexity) - Architecture
|
|
6. **markitect-matter-parsers** (Medium Value, Low Complexity) - Consolidation
|
|
7. **markitect-issues** (High Value, High Complexity) - Complex integration
|
|
|
|
---
|
|
|
|
## 🎯 Success Criteria for Extractions
|
|
|
|
Each extracted capability must meet these criteria:
|
|
|
|
### Technical Requirements
|
|
- ✅ **Zero Parent Dependencies**: No imports from main markitect project
|
|
- ✅ **Complete Test Suite**: >80% test coverage
|
|
- ✅ **Independent Build**: Can be built and tested separately
|
|
- ✅ **Documentation**: Complete README and API documentation
|
|
- ✅ **Version Management**: Independent versioning with semver
|
|
|
|
### Quality Requirements
|
|
- ✅ **Type Safety**: Complete type annotations
|
|
- ✅ **Error Handling**: Comprehensive error handling
|
|
- ✅ **Performance**: No performance regressions
|
|
- ✅ **Security**: No security vulnerabilities introduced
|
|
|
|
### Process Requirements
|
|
- ✅ **Red-Green Testing**: All tests pass after extraction
|
|
- ✅ **CI/CD**: Independent CI/CD pipeline
|
|
- ✅ **Integration**: Smooth integration with main project
|
|
- ✅ **Migration Path**: Clear upgrade/downgrade paths
|
|
|
|
---
|
|
|
|
## 📋 Core MarkiTect Capabilities (Remain in Main Project)
|
|
|
|
### Core Architectural Paradigms
|
|
|
|
#### 1. Parse-Once, Manipulate-Many Architecture™
|
|
**Paradigm**: Single parsing operation creates multiple access pathways for document manipulation.
|
|
|
|
**Innovation**: Traditional markdown processors re-parse content for each operation. MarkiTect parses once and creates multiple fast-access representations:
|
|
- **AST Cache**: JSON-serialized Abstract Syntax Tree for lightning-fast loading
|
|
- **Database Metadata**: Structured front matter and document metadata
|
|
- **Original Content**: Preserved for integrity validation
|
|
|
|
#### 2. Database-First Metadata Management
|
|
**Paradigm**: Document metadata is treated as first-class relational data, not file-system artifacts.
|
|
|
|
#### 3. Performance-Validated Caching System
|
|
**Paradigm**: Cache performance is continuously validated against benchmarks, not assumed.
|
|
|
|
#### 4. TDD8 Methodology Integration
|
|
**Paradigm**: Issue-driven development with 8-step validation cycles.
|
|
|
|
### Core System Components
|
|
|
|
#### 🗄️ Database & Storage
|
|
- Database initialization and schema management
|
|
- Markdown file storage with metadata tracking
|
|
- SQL query execution with safety constraints
|
|
- Performance optimizations for large datasets
|
|
|
|
#### 📝 Markdown Processing
|
|
- Core AST conversion and manipulation
|
|
- Document modification through AST
|
|
- Roundtrip integrity validation
|
|
- Performance-optimized parsing
|
|
|
|
#### 🚀 Performance & Caching
|
|
- AST caching system with smart invalidation
|
|
- Performance benchmarking and validation
|
|
- Memory usage optimization
|
|
- Bulk operation efficiency
|
|
|
|
#### 🖥️ CLI Framework
|
|
- Command-line interface foundation
|
|
- Configuration management
|
|
- Error handling and validation
|
|
- Output formatting
|
|
|
|
#### 🔧 System Integration
|
|
- Configuration validation
|
|
- Environment detection
|
|
- Network connectivity
|
|
- File system validation
|
|
|
|
---
|
|
|
|
## 🎯 Future Roadmap
|
|
|
|
### Post-Extraction Goals
|
|
1. **Template System**: Create capability templates from successful extractions
|
|
2. **Dependency Checker**: Automated tools for dependency compliance
|
|
3. **CI/CD Patterns**: Establish patterns for capability CI/CD
|
|
4. **Integration Testing**: Cross-capability integration test framework
|
|
|
|
### Planned Extensions
|
|
- **Distributed Capabilities**: Multi-machine capability sharing
|
|
- **Capability Marketplace**: Public registry of MarkiTect capabilities
|
|
- **AI-Assisted Extraction**: Automated capability boundary detection
|
|
|
|
---
|
|
|
|
## 📚 Getting Started with Extractions
|
|
|
|
To begin capability extraction process:
|
|
|
|
1. **Validate Test Capability**: Ensure `markitect-utils` works correctly
|
|
2. **Choose Starting Point**: Begin with `markitect-finance` (high value, clear boundaries)
|
|
3. **Follow TDD Process**: Maintain test suite throughout extraction
|
|
4. **Document Experience**: Update this document with lessons learned
|
|
|
|
For detailed extraction procedures, see:
|
|
- `/wiki/ComposableRepositoryParadigm.md` - Extraction methodology
|
|
- `/capabilities/markitect-utils/VALIDATION_REPORT.md` - Process validation
|
|
|
|
---
|
|
|
|
*This capabilities analysis reflects the current state of the MarkiTect project and provides a roadmap for systematic capability extraction following the ComposableRepositoryParadigm. All recommendations are based on architectural analysis, dependency review, and reusability assessment.* |