paper-write

Paper Write

Write a top-venue paper. Every sentence must be backed by evidence or clearly marked as motivation/intuition.

Decision Gate

Before running:

• refine-logs/AUDIT_REPORT.md exists with verdict PASS or CONDITIONAL PASS
• refine-logs/RESEARCH_QUESTION.md exists
• refine-logs/EXPERIMENT_PLAN.md exists
• Results with paper_result evidence label are available
• Target venue is identified (page limit, format, deadline)

Phase 1 — Paper Skeleton

Create the LaTeX structure:

paper/
  main.tex          # Master file
  sections/
    abstract.tex
    introduction.tex
    related-work.tex
    method.tex
    experiments.tex
    results.tex
    analysis.tex
    conclusion.tex
  figures/
  tables/
  references.bib

Define the narrative arc:

1. Hook: What's the problem? Why should anyone care?
2. Gap: What's missing in current approaches?
3. Contribution: What do we do differently? (1-3 bullet points)
4. Evidence: How do we prove it works?
5. Impact: What does this enable?

Phase 2 — Section Drafting (in order)

Method (write first — it's the core)

• Algorithm description with mathematical notation
• Architecture diagram (describe for figure generation)
• Complexity analysis
• Connection to theory (if applicable)

Experiments

• Experimental setup (datasets, metrics, baselines, implementation details)
• Main results table (from audit-approved paper_result data)
• Ablation studies
• Analysis (why does it work / when does it fail)

Introduction

• Motivating example or statistic
• Problem statement
• Brief description of approach
• Summary of results
• Contribution list (3 bullets max)

Related Work

• Organize by theme, not chronologically
• Position our work clearly relative to each group
• Be fair to prior work — acknowledge strengths before noting gaps

Abstract (write last)

• 150-250 words
• Problem → Approach → Results → Impact
• Include one concrete number (best improvement)

Phase 3 — Evidence-Claim Alignment