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research-survey

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    # Research Survey Workflow Summary

This skill activates when a prompt contains `/research-survey` and provides a structured deep-analysis methodology for academic papers.

## Core Process

The workflow operates in three main phases:

**Phase 1 - Paper Collection:** Verify prerequisite files exist in the workspace, including paper metadata JSONs, downloaded papers, reference repositories, and preparation documentation. Processing halts if required materials are missing.

**Phase 2 - Individual Paper Analysis:** For each paper (prioritized by score), the process involves:
- Reading LaTeX source code, focusing on methodology and architecture sections
- Extracting core methods, mathematical formulas, and innovation points
- Mapping formulas to reference code implementations in designated repositories
- Documenting findings in structured markdown notes