How to install related-work-writing
npx skills add https://github.com/lingzhi227/agent-research-skills --skill related-work-writingFull 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:
- Topic sentence — Introduce the research direction
- Describe key works — Summarize 2-5 representative papers
- Compare and contrast — How does each approach differ from yours?
- 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.bibfile - 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.
literature-review
Conduct comprehensive literature reviews using multi-perspective dialogue simulation. Generate diverse expert personas, conduct grounded Q&A conversations, and synthesize findings into structured knowledge. Use when starting a new research project or writing a survey section.
literature-search
Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. Returns structured JSONL with title, authors, year, venue, abstract, citations, and BibTeX. Use when the user needs to find papers, check related work, or build a bibliography.
figure-generation
Generate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion, code generation with execution, VLM visual feedback). Handles bar charts, line plots, heatmaps, training curves, ablation plots, and more. Use when the user needs figures, plots, or visualizations for a paper.
citation-management
Manage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using Semantic Scholar, validate cite keys against .bib files, deduplicate entries, and format bibliography. Use when working with references, BibTeX, or citations.
latex-formatting
Handle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues, manage packages, and ensure venue-specific compliance. Use when the user needs to set up a paper template, fix LaTeX formatting, or prepare for submission.
data-analysis
Generate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and produce analysis reports with p-values, effect sizes, and confidence intervals. Use when analyzing experimental data for a paper.