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Self-Refine — Complete Prompt, Logic, Flow, and Graph Extraction

Paper: https://arxiv.org/abs/2303.17651
Source code: https://github.com/madaan/self-refine
Audited commit: 9a206d41e5d2d0c241bb441f41eeadb945afaa55

What this repo contains

A high-quality extraction/audit package for Self-Refine:

  • research summary,
  • complete prompt extraction,
  • raw prompt files,
  • Python logic/flow extraction,
  • Visual Self-Refine GPT-4V notebook audit,
  • docs/website prompt audit,
  • deep-dive task matrix,
  • paper appendix notes,
  • Mermaid graphs in English and Arabic,
  • Arabic final audit and completeness checklist.

Recommended reading order

  1. research_summary.md
  2. deep_dive_task_matrix.md
  3. deep_dive_paper_appendix_notes.md
  4. prompts_complete.md
  5. python_logic_flow_complete.md
  6. visual_self_refine_notebook_audit.md
  7. docs_prompt_algorithm_audit.md
  8. graph_english.md
  9. graph_arabic.md
  10. final_completeness_check_ar.md
  11. QUALITY_REVIEW_AR.md

Main files

  • raw_prompt_files/ — untruncated prompt/supporting sources.
  • python_logic_inventory.json — machine-readable logic inventory.
  • graph_english.mmd, graph_arabic.mmd — Mermaid source files.

Notes

Large historical outputs/datasets are documented as artifacts and not mixed into prompt templates.

About

Self-Refine prompt, logic, flow, and Mermaid graph extraction package

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