Write articles for publication in professional journals.

Write articles for publication in professional journals. — real work, not an imagined feature: named inside 4 evidenced career tasks. Below are four ready AI prompts for it, one per height of help: do it, make it easier to accept, decide when you are stuck, and change the pattern for good.

4career tasks name it
4prompt heights

The four heights

The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.

Execute — do the immediate task

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I need to turn my research notes into an article suitable for a professional journal and send it to…
I need to turn my research notes into an article suitable for a professional journal and send it to the co-author for review. Produce a full article draft with a clear one-sentence headline finding, a structured abstract, an introduction that frames the problem for practitioners, a discussion focused on practical implications, and a formatted reference list matching the journal’s instructions. Flag any unsupported claims.

Improve — make it easier to accept

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Before I submit to the journal, make the manuscript reviewer-friendly: bring the practical takeaway…
Before I submit to the journal, make the manuscript reviewer-friendly: bring the practical takeaway to the top of the abstract, ensure tables are self-explanatory with clear legends, shorten dense paragraphs into readable sections, and list three likely reviewers and why they would be appropriate or opposed.

Decide — diagnose the stuck moment

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My co-author has asked to remove a dataset that supports our main conclusion because of uncertain…

co-author requests removing a dataset used for a key analysis

My co-author has asked to remove a dataset that supports our main conclusion because of uncertain consent. I believe the conclusion still stands but weaker. Advise me which alternative wording preserves honesty and impact, whether to rerun analyses without that dataset or to present both analyses side-by-side, and the messaging to the co-author and to the journal editor.

Become — change the pattern

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A string of desk rejections says our articles don’t speak to practitioners. Help me change our…

we repeatedly get desk rejections for unclear relevance to practitioners

A string of desk rejections says our articles don’t speak to practitioners. Help me change our writing habit: suggest a structure and three editorial moves that force practitioner-oriented framing, what to do in the cover letter to catch editors’ attention, and one checklist item to prevent returning to academic-only language.

Where the evidence lives

Who was seen doing this, and what people really ask.

Epidemiology AssistantPublic Health ResearcherVirologistAnthropology Professoralso: Review manuscripts for publication in books and professional journals.
Software tasks in the LLOS Work Atlas come from evidence, never a feature list: careers attested to do the work, real job descriptions, and the questions people actually ask (with their view counts). Facets — feature, workflow, troubleshoot, administer, deploy, scale — are open metadata: the work decides, not a taxonomy.
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The rest of the map

Same library, five ways in.