Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.
SkillScore82Maintained
Automatic
◆Writing & Editing pack
Last verified 8/7/2026
What it changes
Passed 17 of 21 test cases with the skill, and 13 of 21 without it.
Without skill64%
With skill82%
Checks it passed that the model alone missed
Specifies a minimum of 4 figures for literature review papers
Output creates a graphical abstract as a visual summary element
Output invokes parallel_web.py search to find missing bibliographic details
and 4 more in the full report
5 fixed13 passed either way3 still failing1 broke
Pass-rate lift
+18 pp
Tokens
+310%
Agent turns
0%
Response time
-23%
Model gemini-3.6-flashMeasured 8/7/2026v218 of 22 cases passed with skill · 21 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 5
Prompt
We are writing a comprehensive narrative review paper on deep learning models in radiology. What is the minimum required figure count for literature review papers in our document workflow?
What was checked, without and with the skill
Checked
Without skill
With skill
Specifies a minimum of 4 figures for literature review papers
Missed
Passed
case-13 · gemini-3.6-flash · 8/7/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md587 linessingle file
Scientific Writing
Overview
This is the core skill for the deep research and writing tool—combining AI-driven deep research with well-formatted written outputs. Every document produced is backed by comprehensive literature search and verified citations through the research-lookup skill.
Scientific writing is a process for communicating research with precision and clarity. Write manuscripts using IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, and reporting guidelines (CONSORT/STROBE/PRISMA). Apply this skill for research papers and journal submissions.
Critical Principle: Always write in full paragraphs with flowing prose. Never submit bullet points in the final manuscript. Use a two-stage process: first create section outlines with key points using research-lookup, then convert those outlines into complete paragraphs.
When to Use This Skill
This skill should be used when:
Writing or revising any section of a scientific manuscript (abstract, introduction, methods, results, discussion)
Structuring a research paper using IMRAD or other standard formats
Formatting citations and references in specific styles (APA, AMA, Vancouver, Chicago, IEEE)
Creating, formatting, or improving figures, tables, and data visualizations
Applying study-specific reporting guidelines (CONSORT for trials, STROBE for observational studies, PRISMA for reviews)
Drafting abstracts that meet journal requirements (structured or unstructured)
Preparing manuscripts for submission to specific journals
Improving writing clarity, conciseness, and precision
Ensuring proper use of field-specific terminology and nomenclature
Addressing reviewer comments and revising manuscripts