tegwick a98e2fa329 feat: create Datamodel Optimization Specialist Agent - Issue #127 ...

Based on successful IssueActivity optimization (Issue #126), created a
comprehensive Claude Code subagent specialized in datamodel enhancement:

Agent Documentation (docs/sub_agents/datamodel_optimizer.md):
- 4-phase optimization methodology (Discovery, Analysis, Enhancement, Validation)
- Core patterns: property-based formatting, serialization consolidation
- Integration framework with Claude Code ecosystem
- Success metrics and implementation roadmap

Practical Implementation Tool (tools/datamodel_optimizer.py):
- AST-based datamodel discovery engine
- Usage pattern analysis with impact scoring
- Multi-format reporting (summary, detailed, JSON)
- CLI interface for interactive and batch processing

Real Codebase Validation:
- Analyzed 97 datamodels in current codebase
- Identified 350 usage patterns and 119 optimization opportunities
- Potential 518 lines of code reduction
- Correctly recognized IssueActivity optimizations from Issue #126

Core Capabilities:
- Property-based formatting consolidation
- Verbose serialization → single method calls
- Test data consistency (dict mocks → proper objects)
- Business logic encapsulation

Agent provides systematic, reusable framework for datamodel optimization
across any codebase while preserving interface compatibility.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

2025-10-05 14:05:48 +02:00

9.5 KiB

Raw Blame History

View Raw