Our review

Generates academic paper sections (Abstract, Introduction, Methods, Experiments, Conclusion, Appendix) in LaTeX format based on an extracted style guide.

Strengths

Produces valid LaTeX with structured logical skeletons
Avoids forbidden words and enforces third-person passive voice
Integrates domain lexicon and style rules for consistency

Limitations

Requires prior style extraction via a separate command
Only supports predefined section types
Output quality depends on the richness of the lexicon and style guide

When to use it

When you need to draft individual sections of an academic paper in LaTeX with consistent styling and terminology.

When not to use it

For free-form writing without academic formatting constraints, or when the style guide has not been extracted yet.

Examples

Generate abstract

Generate the abstract section for my paper on deep learning for image segmentation. The full draft is in draft.md.

Write introduction

Write the introduction section using the style guide. Problem: improving model robustness. Method: adversarial training. Background: recent advances in robustness.

Create methods section

Generate the methods section in LaTeX. The algorithm is in algocode.py and the style is already extracted.

name: paper-gen description: Generate academic paper sections (Abstract, Intro, Methods, Experiments, Conclusion, Appendix) in LaTeX format based on extracted style. allowed-tools:

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Paper Content Generation Skill

Goal: Generate specific paper sections in valid LaTeX format using the extracted style and domain knowledge.

Prerequisite Check: Before proceeding, check if psmfiles/STYLE_GUIDE.md exists.

If MISSING: HALT immediately. Reply: "❌ Missing Style Assets. Please run /paper-extract-style first to build the knowledge base."
If FOUND: Proceed with the generation task.

Usage

User will specify the section to generate (e.g., "intro", "method", "abstract", "experiment", "conclusion", "appendix").

Context Loading

Read psmfiles/STYLE_GUIDE.md (Style rules).
Read psmfiles/lexicon_domain.md (Domain sentence bank).
Read paper-gen/LEXICON.md (Logical skeletons).

Generation Tasks

1. Abstract

Input: Full draft or summary.
Structure: Follow 'Abstract/Logical Skeleton' in LEXICON.md.
Constraints:
- Third-person passive voice.
- No forbidden words (delve, underscore, realm, pivotal, intricate, meticulously, comprehensive).
Output: Save valid LaTeX to psmfiles/abstract.tex.

2. Introduction

Input: Problem, Method, Background.
Structure: Follow 'Introduction/Logical Skeleton' (Move 1-3 Model).
Constraints: Same as Abstract.
Output: Save valid LaTeX to psmfiles/section_intro.tex.

3. Methods

Input: Source code or algorithm description.
Role: "Ghostwriter" for the code.
Structure: Follow 'Methods/Logical Skeleton'.
Constraints: Same as Abstract.
Output: Save valid LaTeX to psmfiles/section_methods.tex.

4. Experiments

Input: Results, datasets, setup.
Structure: Follow 'Experiments/Logical Skeleton'.
Constraints: Same as Abstract.
Output: Save valid LaTeX to psmfiles/section_experiments.tex.

5. Conclusion

Input: Draft or outline.
Structure: Follow 'Conclusion/Logical Skeleton'.
Constraints: Same as Abstract.
Output: Save valid LaTeX to psmfiles/section_conclusion.tex.

6. Appendix

Input: Code, proofs, extra figures.
Structure: Follow 'Appendix/Logical Skeleton'.
Formatting: Strictly follow 'Appendix' style in STYLE_GUIDE.md.
Output: Save valid LaTeX to psmfiles/appendix.tex.

Academic Paper Section Generation

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