scientific-prose-style

scientific-prose-style is a skill for Claude Code, Codex from Boom5426/Nature-Paper-Skills. It costs 100 tokens per session (1,531 once invoked), scanned A, original, MIT.

A set of rules for making scientific-paper sentences clearer and easier to read, covering punctuation, caution in claims, and sentence rhythm.

In plain words
What is it for?
Use it when polishing abstracts, introductions, results, or discussion sections after the scientific argument is settled.
Why use it?
It helps remove dense or repetitive phrasing and limits overuse of the long dash, which can make academic writing harder to follow.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it when polishing abstracts, introductions, results, or discussion sections after the scientific argument is settled.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/boom5426/nature-paper-skills/scientific-prose-style
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Boom5426/Nature-Paper-Skills --skill scientific-prose-style
Clone the repo
git clone --depth 1 https://github.com/Boom5426/Nature-Paper-Skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for scientific-prose-style

README.md
[![agentmods](https://agentmods.dev/badge/skills/boom5426/nature-paper-skills/scientific-prose-style/github.svg)](https://agentmods.dev/skills/boom5426/nature-paper-skills/scientific-prose-style)
Your own site
<a href="https://agentmods.dev/skills/boom5426/nature-paper-skills/scientific-prose-style"><img src="https://agentmods.dev/badge/skills/boom5426/nature-paper-skills/scientific-prose-style/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for scientific-prose-style

Your own site · 80×15
<a href="https://agentmods.dev/skills/boom5426/nature-paper-skills/scientific-prose-style"><img src="https://agentmods.dev/badge/skills/boom5426/nature-paper-skills/scientific-prose-style.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 100 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,531 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00100 $0.01531
Opus 5 $0.00050 $0.00766
Sonnet 5 $0.00020 $0.00306
Haiku 4.5 $0.00010 $0.00153

Measured 7d ago against content hash a844e2381a2b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

scientific-prose-style scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/core/scientific-prose-style/SKILL.md · 111 lines

How it starts

The opening of the file, as written. The whole thing — 111 lines — stays where its author put it; the contents beside it link to each section on GitHub.

scientific-prose-style

Rules for the prose of a scientific paper — the sentences of the abstract, introduction, results, and discussion. Load this whenever you draft or revise manuscript text. (Figure planning lives in figure-planner; this skill is about words on the page.)

This skill owns punctuation and rhythm only, and it runs last. When a passage is hard to follow for reasons punctuation cannot fix, such as an unstable claim, a missing evidence link, or a paragraph whose job is unclear, fix that first with manuscript-optimizer or scientific-writing. Re-punctuating a sentence whose scientific role is wrong does not make it readable, and polishing a drifted Review before its review-article-architecture drift audit makes the drift harder to see.

One layer sits directly above this one. anti-defensive-writing owns authorial posture at the paragraph level: what a paragraph leads with, where a caveat sits, and whether a sentence exists to advance the argument or to pre-empt an objection. Run it first. Stripping defensive scaffolding rewrites paragraph openers and sentence boundaries, which is exactly what Rule 3 and Rule 5 below then have to settle, so running this skill first means doing that work twice. Rule 3 here calibrates hedges within a sentence; deciding whether the hedge should exist at all belongs upstairs.

Rule 1 — Em-dash budget (the headline rule)

The long em-dash () is the single most overused mark in generated scientific prose. It feels punchy in isolation but a reader hits three or four per paragraph and it reads as a stylistic tic, not as writing. Cap it.

  • At most one em-dash per paragraph, and none in the abstract. If a sentence already has one, the next clause that wants a dash gets a different mark.
  • Never use a pair of em-dashes to bracket an aside if a comma pair or parentheses would do — the double dash is the worst offender.
  • Prefer, in rough order: comma (mild pause), colon (a list or an expansion of what precedes), parentheses (a true aside the sentence reads fine without), or split into two sentences (the strongest fix for a long dash-spliced line).

Read the full file on GitHub · 111 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago Changed · +7 lines a844e2381a2b
  2. 12d ago First seen · 104 lines · 100 tokens per session scan A 8f9b99120a09

Subscribe to this mod's changes

scientific-prose-style is a skill published in the GitHub repository Boom5426/Nature-Paper-Skills (490 stars, last pushed 7d ago), licensed MIT. It adds 100 tokens to every session and 1,531 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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