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Writing

Skill BioTender-max/awesome-bio-agent-skills/skills/labclaw/writing

A curated collection of AI agent skills for biomedical research, covering genomics, proteomics, single-cell analysis, clinical AI, and protein design.

Install
npx -y skills add BioTender-max/awesome-bio-agent-skills --skill writing

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SKILL.md

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Academic Writing

Overview

Scientific manuscript writing across all formats, fields, and journals.

Manuscript Structure (IMRAD)

Abstract (150-300 words)

  • Background: 1-2 sentences establishing context
  • Objective: 1 sentence stating the research question
  • Methods: 2-3 sentences on approach (design, subjects, analyses)
  • Results: 2-3 sentences on key findings (with numbers)
  • Conclusion: 1-2 sentences on significance and implications

Introduction (funnel structure)

  1. Broad context (what is known)
  2. Narrowing focus (what is specifically relevant)
  3. Knowledge gap (what is NOT known)
  4. Study rationale (why THIS study)
  5. Objectives/hypothesis (what we aimed to do)

Methods (reproducibility is key)

  • Study design and setting
  • Participants/samples (inclusion/exclusion criteria)
  • Variables and measurements
  • Statistical analysis plan (pre-specified)
  • Ethics approval and consent

Results (data-driven narrative)

  • Present results in the order of objectives
  • Reference every figure and table
  • Report exact statistics (test, df, p, effect size, CI)
  • Do NOT interpret results here

Discussion

  1. Summary of main findings (1 paragraph)
  2. Comparison with existing literature
  3. Possible mechanisms/explanations
  4. Strengths of the study
  5. Limitations (be honest and specific)
  6. Future directions
  7. Conclusion (clinical/scientific significance)

Citation Formatting

Support 100+ citation styles via CSL. Common:

  • APA 7th: (Author, Year) / Author (Year)
  • Vancouver: [1], [2] — numbered order of appearance
  • Nature: superscript 1,2
  • Cell: (Author et al., Year)

Writing Tone by Journal Tier

  • Nature/Science: Concise, high-impact. Every sentence earns its place.
  • Cell: Comprehensive, mechanistic depth. Detailed Methods.
  • Lancet/NEJM: Clinical focus, patient implications. Accessible language.
  • PNAS/eLife: Balanced depth. Cross-disciplinary appeal.
  • PLoS ONE: Methodological rigor over novelty.

Bilingual Support

  • English: standard academic conventions
  • Chinese: different paragraph logic, more contextual setup, appropriate deference patterns

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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