PluginBench
Skill
Pass
Audit score 90

related-work-writing

lingzhi227/agent-research-skills

How to install related-work-writing

npx skills add https://github.com/lingzhi227/agent-research-skills --skill related-work-writing
Claude Code
Cursor
Windsurf
Cline
Full instructions (SKILL.md)

Source of truth, from lingzhi227/agent-research-skills.


name: related-work-writing description: Write Related Work sections that compare and contrast prior work with your approach. Organize by theme, cite broadly, and explain how your work differs. Use when writing or improving the Related Work section of a paper. argument-hint: [paper-draft]

Related Work Writing

Generate publication-quality Related Work sections with proper citations and thematic organization.

Input

  • $0 — Current paper draft or method description
  • $1 — Collected literature (BibTeX entries, paper summaries, or literature review notes)

References

  • Related work writing prompts and strategies: ~/.claude/skills/related-work-writing/references/related-work-prompts.md

Workflow

Step 1: Analyze the Paper's Contributions

  • Read the current paper draft (especially Methods and Introduction)
  • Identify the key contributions and novelty claims
  • List the technical components that need literature context

Step 2: Organize Literature by Theme

Group related papers into thematic clusters:

  • Each cluster should represent a research direction or technique
  • Common themes: problem formulation, methodology family, application domain, evaluation approach
  • Order themes from most to least relevant to your work

Step 3: Write Each Theme Paragraph

For each thematic group:

  1. Topic sentence — Introduce the research direction
  2. Describe key works — Summarize 2-5 representative papers
  3. Compare and contrast — How does each approach differ from yours?
  4. Transition — Connect to the next theme or to your contribution

Step 4: Refine

  • Ensure every cited paper has a clear reason for inclusion
  • Check that your work's novelty is clear from the comparisons
  • Verify all \cite{} keys exist in the .bib file
  • Aim for 1-2 pages (single column) or 0.5-1 page (double column)

Rules

  • Compare and contrast, don't just describe — "Unlike [X] which assumes..., our method..."
  • Organize by theme, not chronologically — Group by research direction
  • Cite broadly — Not just the most popular papers; include recent and diverse work
  • Be fair — Acknowledge strengths of prior work before stating limitations
  • Explain inapplicability — If a method could apply to your setting, explain why you don't compare experimentally, or add it to experiments
  • Use present tense for established facts — "Smith et al. propose..." or "This approach uses..."
  • End with positioning — The final paragraph should clearly position your work relative to all discussed prior work

Related Skills

  • Upstream: literature-search, literature-review, citation-management
  • Downstream: paper-writing-section
  • See also: survey-generation

Related skills

More from lingzhi227/agent-research-skills and the wider catalog.

REresearch-planning logo

research-planning

lingzhi227/agent-research-skills

Design research plans and paper architectures. Given a research topic or idea, generate structured plans with methodology outlines, paper structure, dependency-ordered task lists, UML diagrams, and experiment designs. Use when starting a new research project or paper.

1.0k installs
SEself-review logo

self-review

lingzhi227/agent-research-skills

Automatically review an academic paper using the NeurIPS review form with three reviewer personas, ensemble scoring, and reflection refinement. Extracts text from PDF, runs structured review, and outputs actionable feedback. Use when the user wants to review a paper before submission or get feedback on a draft.

984 installs
SLslide-generation logo

slide-generation

lingzhi227/agent-research-skills

Convert a completed paper into presentation slides (Beamer LaTeX) or poster. Extract key figures, tables, equations, and create a narrative flow for oral presentation. Identified gap in existing tools — designed from best practices.

976 installs
SUsurvey-generation logo

survey-generation

lingzhi227/agent-research-skills

Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherence enhancement. Based on AutoSurvey pipeline. Use for writing comprehensive literature surveys.

1.0k installs
SYsymbolic-equation logo

symbolic-equation

lingzhi227/agent-research-skills

Discover scientific equations from data using LLM-guided evolutionary search (LLM-SR). Multi-island algorithm with softmax-based cluster sampling, island reset, and LLM-proposed equation mutations. Use for symbolic regression and equation discovery.

948 installs
TAtable-generation logo

table-generation

lingzhi227/agent-research-skills

Generate publication-quality LaTeX tables from experimental results. Convert JSON/CSV data to booktabs-styled tables with bold best results, multi-row layouts, and proper captions. Use when creating result tables, comparison tables, or ablation tables for papers.

993 installsAudited