# Contributors

## Geoffrey Wang ([@GeoffreyWang1117](https://github.com/GeoffreyWang1117))
- Project creator and lead developer
- System architecture: 5-source cascade verification design
- Core algorithms: phantom-ID detection, kill-shot logic, author-guard search
- Early implementation: BibTeX parsing, API query modules, field matching heuristics
- Benchmark design: golden test set curation (58 cases across 4 categories)
- Extracted from [IntegriRef](https://github.com/GeoffreyWang1117/IntegriRef) L0 layer

## Claude (Anthropic)
- Code optimization: modular refactoring from single-file to package structure
- Output formatting: CLI progress display, Markdown report generation
- Packaging: pyproject.toml, cross-platform skill definitions
- Documentation: README, benchmark analysis, contributor attribution
- Model: Claude Opus 4.6 (1M context)
