Writing Skill

Purpose

Take all previous outputs (ideation, planning, experiment results) and produce a complete LaTeX paper draft with figures, tables, and bibliography.

Tools Required

• generate_latex: Generate and assemble LaTeX source files for each paper section
• compile_pdf: Compile the LaTeX source into a PDF document
• generate_figure: Produce publication-quality figures from experiment results

Input

• ideation_output: Path to papers/ideation_output.json from the ideation skill
• experiment_blueprint: Path to papers/experiment_blueprint.json from the planning skill
• experiment_results: Path to experiments/ directory containing code and results from the experiment skill

Process

1. Parse all upstream outputs to gather hypotheses, literature, experiment design, and results
2. Generate the paper outline following a standard structure (Abstract, Introduction, Related Work, Method, Experiments, Conclusion)
3. Draft the Abstract summarizing the problem, approach, and key findings
4. Draft the Introduction motivating the research question and stating contributions
5. Draft Related Work synthesizing the surveyed literature from the ideation stage
6. Draft the Method section describing the proposed approach in detail
7. Draft the Experiments section with dataset descriptions, baseline comparisons, and ablation results
8. Generate figures (performance plots, ablation charts, architecture diagrams) using generate_figure
9. Generate tables summarizing quantitative results
10. Draft the Conclusion with a summary of findings and future work directions
11. Compile the bibliography from all cited papers
12. Assemble the full LaTeX document using generate_latex
13. Compile to PDF using compile_pdf and verify the output

Output

Produces papers/draft/ directory containing:

• main.tex: Complete LaTeX source of the paper
• references.bib: Bibliography file with all citations
• figures/: Generated figures in PDF or PNG format
• tables/: LaTeX table source files
• main.pdf: Compiled PDF of the paper draft