Agent Skills
› brycewang-stanford/Awesome-Journal-Skills
› sci-framing
sci-framing
GitHub针对Science期刊，将扎实研究转化为以广泛进步为核心的叙事。强制提炼单句核心主张，优化引言结构与时机论证，重构标题与摘要，突出“为何此时”及广泛影响，避免背景堆砌，提升稿件吸引力。
Trigger Scenarios
论文像实验报告，缺乏广泛影响力叙述
引言背景过长，未突出贡献
被质疑‘那又怎样’或看不出新意
能陈述结果但无法概括核心教训
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill sci-framing -g -y
SKILL.md
Frontmatter
{
"name": "sci-framing",
"description": "Use when locking the conceptual advance and the \"why now\" before drafting for Science (AAAS) — converts a correct result into a Science-shaped narrative that leads with the broad advance rather than the background, and seeds the title, abstract, and cover letter."
}
Advance Framing (sci-framing)
When to trigger
- The science is solid but the manuscript reads like a lab report.
- The introduction opens with three paragraphs of background before the contribution.
- Reviewers/colleagues say "so what?" or "I don't see what's new."
- You can state the result but not the lesson.
The one-sentence advance
Force the entire paper into a single sentence of the form:
"We show that [surprising, general claim], which means [consequence for a broad field]."
If you cannot fill both brackets without jargon, the framing is not ready. This sentence seeds the one-sentence summary (sci-abstract), the cover letter (sci-cover-letter), and the last line of the intro.
Science introduction shape (≈3 short paragraphs)
- The gap that matters broadly — what the community has been unable to do/explain, stated so a non-specialist grasps the stakes. One paragraph, not a literature dump.
- Why it has been hard / why now — the obstacle, and what (new tool, idea, dataset, scale) finally makes it tractable. This is the "why now" that journalists and editors look for.
- What we did and found — the advance, in plain terms, ending on the broad implication. The reader should know your result before the Results section.
The "why now" checklist
Editors favor work that is timely. Name explicitly which applies:
- A new method/instrument made the impossible measurable.
- A new dataset/scale reached a threshold that changes conclusions.
- A field-wide controversy is ripe for resolution.
- A theoretical prediction is now testable.
- A real-world event (pandemic, climate milestone) makes it urgent.
If none apply, the work may be correct but not Science-timely → revisit sci-fit.
Worked micro-rewrite: opening paragraph
Before (background-first, field-internal):
"The Wnt signaling pathway has been extensively studied since its
- Declarative and specific beats vague and grand. "X regulates Y by Z" > "Insights into the regulation of Y."
- Avoid "Towards", "A study of", "Investigating", "Novel".
- Keep it parseable by a non-specialist; the noun phrase should carry the advance.
- Science titles are short (often < 90 characters). No question marks unless the question is the point.
Narrative anti-frames (rewrite these)
| Anti-frame | Reframe |
|---|---|
| "We applied method M to system S." | "We discovered that S does X — revealed by M." |
| "Little is known about…" | "Whether [specific question] has been unresolved because…" |
| "Our results are consistent with…" | "Our results decide between competing models, favoring…" |
| Chronological lab-notebook order | Logical order toward the single claim |
Worked example: reframing a solid-but-narrow result
Raw finding: a new cryo-EM structure of a bacterial transporter, resolved at 2.9 Å, showing an unexpected occluded state.
- Method-led (rejectable) frame: "We determined the structure of transporter T by cryo-EM and observed a new conformation." — a specialist result; a physicist would not read it.
- Advance-led (Science-shaped) frame: "We show that transporter T captures substrate through a previously unseen occluded state, revealing a general gating mechanism shared across the superfamily — which means models of secondary active transport must include an intermediate step." — the claim now generalizes beyond one protein and carries a lesson for the whole field.
The move is not spin: the occluded state and the superfamily conservation must be in the data. Framing surfaces the general claim the evidence already supports; it never manufactures one (if it would, return to sci-fit).
Editor/referee expectation checklist for framing
- The first 150 words contain the advance, stated so a non-specialist grasps the stakes.
- The "why now" is explicit and matches one of the five triggers below — editors screen for timeliness.
- The general claim is demonstrated by a specific result, not asserted in the closing paragraph.
- The title is declarative and parseable by an outside-field editor.
- No superlatives doing the work that data should ("unprecedented", "paradigm-shifting").
Output format
【One-sentence advance】 "We show that ... which means ..."
【Why-now trigger】 which of the 5 applies
【Intro 3-paragraph skeleton】 gap / why-now / advance+implication
【Working title】 declarative, < 90 chars
【Risk】 is the implication demonstrated or asserted? (link back to sci-fit if asserted)
【Next】 sci-writing
Anti-patterns
- Do not bury the advance below the fold; the broad claim belongs in the first 150 words.
- Do not inflate with "novel/unprecedented/paradigm-shifting" — show, don't label.
- Do not frame around the method when the discovery is the point (method-led framing is for methods journals).
Version History
- 1839142 Current 2026-07-05 14:24
