paper2codelisted

# Paper2Code: AI Agent for Converting Research Papers into Code ## Overview This Skill executes a **4+2 stage pipeline** effectively systematically analyzing research papers and converting them into executable code. **Core Principle**: Do not simply read the paper and generate code; generate a **structured intermediate representation (YAML)** first, then write the code. --- ## ⚠️ Critical Behavioral Control Rules (CRITICAL) ``` ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ⚠️ MANDATORY BEHAVIORAL RULES ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1. Implement one file at a time 2. Proceed to the next file only after completing the current file, without asking for confirmation 3. Original paper specifications always take precedence over reference code 4. Perform a Self-Check for each Phase before completion 5. Save all intermediate results as YAML files DO: ✓ Implementing exactly what is stated in the paper ✓ Write simple and direct code ✓ Working code first, elegant code later ✓ Test each component immediately ✓ Move to the next file immediately after implementation is complete DON'T: ✗ Do not ask "Shall I implement the next file?" between files ✗ Extensive documentation not required for core functionality ✗ Optimization not needed for reproducibility ✗ Excessive abstraction or design patterns ✗ Providing instructions without writing actual code ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ``` --- ## Input Processing ### Supported F