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Sci abstract

Skill brycewang-stanford/Awesome-Journal-Skills/Science-Skills/skills/sci-abstract

Use when writing the two front-matter artifacts Science (AAAS) demands — the one-sentence summary for the table of contents and the ≤125-word single-paragraph abstract — both readable by any scientist and both leading with the quantified advance rather than the method. Late-stage polish skill for the flagship AAAS weekly.From its SKILL.md

Install
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill sci-abstract

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SKILL.md

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Abstract & One-Sentence Summary (sci-abstract)

When to trigger

  • Significance, framing, and format are settled (do this late).
  • The abstract reads like a method recap with no result.
  • There is no one-sentence summary, or it restates the title.
  • The abstract exceeds ~125 words or is dense with jargon/acronyms.

Two distinct artifacts Science requires

1. One-sentence summary (≤ ~125 characters)

A single declarative sentence for the table of contents and editors. It is not the title and not the first line of the abstract.

  • States the finding and its general point.
  • No undefined acronyms; readable by any scientist.
  • Active voice. Example shape: "A single mutation rewires metabolism, explaining cold tolerance across insects."

2. Abstract (≈ 100–125 words, unstructured prose)

Science abstracts are short, single-paragraph, no subheadings. Target the educated general scientist, not the subfield.

Recommended five-move structure (no labels in the text):

  1. Context / stakes (1 sentence) — the broad problem.
  2. Gap / question (1 sentence) — what was unknown.
  3. What we did (1 sentence) — approach, in plain terms.
  4. Key result, quantified (1–2 sentences) — the advance, with numbers.
  5. Implication (1 sentence) — why a broad community should care.

Hard constraints

  • ≤ ~125 words (check the current author guidelines for the exact cap; treat 125 as the ceiling).
  • No subheadings, no citations, no figure/table references in the abstract.
  • Define any acronym on first use, or avoid it.
  • At least one quantified result — not "significantly increased" but "increased 2.4-fold (P < 0.001)".
  • First sentence is comprehensible to a scientist outside the field.

Jargon blacklist (rewrite on sight)

  • "Herein we report…", "Importantly,", "Interestingly,", "Notably,"
  • Strings of ≥2 undefined acronyms in one sentence.
  • "elucidate", "delineate", "interrogate", "leverage" as filler verbs.
  • Hedging stacks: "may potentially suggest that it could…".

Quantification check

Every claim of effect must carry a number somewhere in the paper, and the headline effect should be in the abstract: magnitude + unit + uncertainty (CI or P). If the abstract has zero numbers, it is not finished.

What the editorial board reads first

Because Science triages most submissions in-house before any referee sees them, your one-sentence summary and abstract are frequently the only prose a professional editor reads before deciding to read further. Calibrate to that reality:

Editor's silent questionWhere they lookWhat kills it
"Would our general readership care?"one-sentence summarya subfield claim only specialists parse
"Is there a result, or just an approach?"abstract sentences 3–4method recap with no quantified finding
"Is this overstated?"abstract last sentencean implication asserted, not demonstrated
"Can I send this summary to a referee verbatim?"the whole summaryundefined acronyms, hedging stacks

The abstract is one unstructured paragraph — unlike a structured clinical abstract (Background/Methods/Results/Conclusions). Do not import a NEJM/JAMA structured-abstract template; Science runs continuous prose with no labels.

Worked micro-example (illustrative)

A team finds that a single gut bacterium's enzyme degrades a common drug, explaining why some patients respond and others do not. Walk the moves (numbers illustrative only):

  • One-sentence summary (≈110 chars): "A single gut-microbial enzyme inactivates a widely used drug, explaining variable patient response."
  • Abstract (≈120 words, prose): Stake — drug response varies unpredictably between patients. Gap — the gut microbiome was suspected but no mechanism was known. Approach — we screened 412 isolates and reconstituted the activity in vitro. Result — one enzyme reduced active-drug levels by 73% (95% CI 65–80%; P < 0.001), and its abundance predicted response in a 96-patient cohort (AUC 0.84). Implication — microbial enzymology may be a general, modifiable axis of drug variability.

Notice: the headline number (73%, CI, P) sits in the abstract, not buried in a figure; the last sentence reaches a broad audience (pharmacology, microbiology, clinical medicine) without claiming proof of causation in humans.

Referee and editor pushback patterns

Pushback you will hearThe Science-specific fix
"The summary just restates the title."Make it state the consequence, not the topic — the lesson a non-specialist takes away.
"I read the abstract and still don't know the result."Put the quantified headline (magnitude + uncertainty) in sentences 4–5; delete one context sentence to fit.
"Reads like an abstract for a specialist journal."Replace the field-internal opener with the broad stake; cut acronym chains.
"The last line over-claims."Hedge to what the data show; "may be a general axis" not "is the cause" — confirm the claim survives sci-fit.

Calibration anchors (confirm against current author guidelines)

  • One-sentence summary: target ≤ ~125 characters; it is a distinct required field, not the first abstract line.
  • Abstract: target ≤ ~125 words, single paragraph, no subheadings, no citations, no figure references.
  • Exactly one paragraph — the convention is firm even as the word ceiling may shift; verify the current cap.
  • At least one quantified headline effect with uncertainty; zero-number abstracts are unfinished.

Output format

【One-sentence summary】 "..." (char count: N ≤ 125)
【Abstract】 single paragraph (word count: N ≤ 125)
【Five moves present?】 context / gap / approach / quantified result / implication
【Quantified headline result?】 yes/no + the number
【Jargon hits removed】 [...]
【Next】 sci-citation

Anti-patterns

  • Do not make the one-sentence summary a paraphrase of the title.
  • Do not open the abstract with method or organism; open with the stake.
  • Do not end on "further work is needed" — end on the implication.
  • Do not pad to sound comprehensive; the cap is a feature.

What ships with it

Read from the repository

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

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