6.8 KiB
MarkiTect Use Cases & Tooling Gap Analysis
Analysis Date: 2025-10-02 Based on: Issue #63 Use Case Brainstorming Examples Created: Invoice template, Design pattern document
Current MarkiTect Strengths ✅
Document Structure & Metadata
- Frontmatter parsing: Full support for YAML/JSON/TOML metadata
- Contentmatter extraction: MultiMarkdown key-value pairs from content body
- Tailmatter management: QA checklists, editorial workflow, agent configurations
- Schema generation: Automatic JSON schema creation from document structure
- Validation: Schema-based document validation with detailed error reporting
Analysis & Querying
- AST parsing: Complete document structure analysis
- Database storage: SQLite integration with comprehensive querying
- Statistics: Detailed document metrics and analytics
- CLI interface: Comprehensive command set for all operations
Tested Successfully
- ✅ Complex document metadata extraction (invoice frontmatter)
- ✅ Nested tailmatter access (pattern complexity scores)
- ✅ Quality assurance workflows (QA checklists with progress tracking)
- ✅ Schema generation for structured documents
Identified Gaps & Missing Capabilities ❌
1. Template Engine & Dynamic Generation
Problem: No way to generate documents from templates + data Use Cases Affected: Invoices, letters, offers, contracts, reports Current Limitation: Templates contain placeholder syntax but no rendering engine
# Current: Static template with {{placeholders}}
**Customer:** {{customer.name}}
**Total:** {{total}} {{currency}}
# Needed: Rendered output
**Customer:** Acme Corporation
**Total:** 9514.05 EUR
Recommended Solution: Template rendering system with variable substitution
2. Calculation & Business Logic Engine
Problem: No mathematical operations or formula evaluation Use Cases Affected: Invoices, financial reports, pricing calculations Current Limitation: Cannot compute totals, taxes, or derived values
# Current: Manual calculations in data file
subtotal: 7995.00
tax_amount: 1519.05 # Manually calculated
total: 9514.05 # Manually calculated
# Needed: Automatic calculation
calculations:
subtotal: "{{sum line_items 'total'}}"
tax_amount: "{{multiply subtotal tax_rate}}"
total: "{{add subtotal tax_amount}}"
Recommended Solution: Expression evaluation engine with mathematical functions
3. Multi-Document Relationships
Problem: No cross-document references or relationship management Use Cases Affected: Documentation sets, linked specifications, project portfolios Current Limitation: Each document is isolated
# Needed: Document linking and validation
Related Documents:
- Specification: [ref:SPEC-001] # Validate reference exists
- Parent Project: [ref:PROJ-2025-Q4] # Auto-update if renamed
Recommended Solution: Document relationship system with reference validation
4. Batch Processing & Workflows
Problem: No multi-document operations or automation Use Cases Affected: Mass generation, batch validation, workflow automation Current Limitation: All operations are single-document focused
# Needed: Batch operations
markitect generate-batch --template invoice.md --data customers.csv --output ./invoices/
markitect validate-all --schema contract.schema.json ./contracts/*.md
markitect workflow run --pipeline monthly-reports.yaml
Recommended Solution: Batch processing commands and workflow orchestration
5. External Data Integration
Problem: No integration with external data sources Use Cases Affected: CRM integration, API data, database synchronization Current Limitation: All data must be manually prepared
# Needed: Data source integration
markitect import --source database --query "SELECT * FROM customers" --template customer.md
markitect sync --api https://api.example.com/contacts --format contact.md
markitect export --target csv --fields "name,email,status" ./contacts/*.md
Recommended Solution: Data connector system for external sources
6. Advanced Output Formats
Problem: Limited output format support Use Cases Affected: Professional documents, presentations, reports Current Limitation: Primarily markdown and JSON output
# Needed: Professional output formats
markitect export --format pdf --template letterhead.pdf invoice.md
markitect convert --to docx --styles corporate.docx proposal.md
markitect generate --format html --css professional.css report.md
Recommended Solution: Multi-format export system with styling support
Priority Use Case Analysis
High Impact, High Feasibility
- Template Engine - Core functionality for many business use cases
- Calculation Engine - Essential for financial and quantitative documents
- Batch Processing - Automation foundation for scaling operations
Medium Impact, Medium Feasibility
- Multi-Document Relationships - Important for complex documentation
- External Data Integration - Valuable for business system integration
High Impact, Lower Feasibility
- Advanced Output Formats - Important but complex implementation
Recommended Next Steps
Phase 1: Core Template System (Issue #64 proposal)
- Implement basic template rendering with variable substitution
- Add mathematical expression evaluation
- Support for conditional content and loops
Phase 2: Batch Operations (Issue #65 proposal)
- Multi-document processing commands
- Data-driven document generation from CSV/JSON
- Batch validation and reporting
Phase 3: Integration & Export (Issue #66 proposal)
- External data source connectors
- Advanced output format support
- Cross-document relationship management
Example Use Cases Ready for Implementation
1. Invoice Generation System
# With proposed template engine
markitect generate --template invoice.md --data customer-orders.csv --output ./invoices/
markitect validate-batch --schema invoice.schema.json ./invoices/*.md
markitect export --format pdf --output ./invoices/pdf/ ./invoices/*.md
2. Pattern Library Management
# With proposed relationship system
markitect link-patterns --category "Data Access" --validate-references
markitect generate-index --template pattern-index.md --source ./patterns/
markitect validate-consistency --check-crossrefs ./patterns/*.md
3. Compliance Documentation
# With proposed workflow system
markitect workflow run --pipeline iso27001-audit.yaml
markitect generate-report --template compliance-report.md --data audit-results.json
markitect validate-requirements --standard iso27001 ./documentation/
These practical applications reveal significant opportunities to enhance MarkiTect's value proposition for real-world business use cases.