Fähigkeiten nature-paper-card
📦

nature-paper-card

Inhaltsrevision r1 Sicher 📁 Dateisystemzugriff⚙️ Externe Befehle

Analyze One Scientific Paper as an Evidence Card

Scientific papers are difficult to evaluate when claims, methods, and evidence are scattered across sections. This skill creates a structured, traceable Paper Card with explicit limits.

Unterstützt: Claude Codex Code(CC)
🥇 85 Gold

Mit meinem Agent installieren

Kopieren Sie diese Anfrage in Ihren Agent. Sie enthält die maßgebliche Skill-Seite und das Manifest.

Agent-Anfrage
Review the Skillstore skill "nature-paper-card" from https://skillstore.io/skills/yuan1z0825-nature-paper-card.md and its manifest at https://skillstore.io/api/skills/yuan1z0825-nature-paper-card/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

Ihr Agent sollte weiterhin seinen Plan anzeigen und alle von der Sicherheitsrichtlinie verlangten Bestätigungen anfordern.

Agent-lesbare Ressourcen

Verwenden Sie diese Links, wenn ein KI-Agent, Crawler oder Skript sauberen Kontext benötigt, statt die vollständige Seite zu lesen.

Markdown-Detailseite GET /skills/yuan1z0825-nature-paper-card.md Signiertes manifest GET /api/skills/yuan1z0825-nature-paper-card/manifest Signiertes lockfile GET /api/skills/yuan1z0825-nature-paper-card/lockfile

Testen

„nature-paper-card“ wird verwendet. A complete PDF describing a new machine learning method with ablation studies.

Erwartetes Ergebnis:

A 16-section Markdown card traces the method, formulas, baselines, ablations, and reported gains to specific paper locations.

„nature-paper-card“ wird verwendet. An abstract and bibliographic metadata for a clinical study.

Erwartetes Ergebnis:

A source-limited card summarizes the stated question and result while marking unseen methods, tables, limitations, and causal claims as not assessable.

„nature-paper-card“ wird verwendet. A source map for a paper with missing page locators and several figures.

Erwartetes Ergebnis:

A structure-grounded card cites stable sections and figure identifiers without inventing page numbers, then records locator limitations in the evidence status.

Sicherheitsaudit

Sicher
v2 • 18.8.2026 Versionsbericht öffnen

All 72 static findings are false positives after contextual review. Markdown backticks were misread as shell execution, Chinese text escapes as obfuscation, and documentation or test fixtures as unsafe filesystem or reconnaissance behavior. No prompt injection, data exfiltration, or malicious command construction was found.

21
Gescannte Dateien
2,051
Analysierte Zeilen
0
Prüfelemente
0
Falschmeldungen ignoriert

Risikofaktoren

📁 Dateisystemzugriff (6)
manifest.yaml:9 README_EN.md:53 README.md:53 tests/test_prepare_paper.py:10 tests/test_prepare_paper.py:30 tests/test_prepare_paper.py:114
⚙️ Externe Befehle (38)
SKILL.md:12 SKILL.md:13 SKILL.md:22 SKILL.md:31 SKILL.md:33 SKILL.md:35 SKILL.md:37 SKILL.md:38 SKILL.md:41-44 SKILL.md:44-46 SKILL.md:46-48 SKILL.md:48 SKILL.md:54-55 SKILL.md:55-56 SKILL.md:56-58 SKILL.md:58-62 SKILL.md:62-64 SKILL.md:64-65 SKILL.md:65-66 SKILL.md:66-67 SKILL.md:67-68 SKILL.md:68-69 SKILL.md:69-71 SKILL.md:71 SKILL.md:83-87 SKILL.md:87 SKILL.md:100 SKILL.md:106 SKILL.md:108-114 SKILL.md:114-118 SKILL.md:118-123 SKILL.md:123-145 SKILL.md:145 SKILL.md:152-153 SKILL.md:153-154 SKILL.md:154-155 SKILL.md:155-156 tests/test_prepare_paper.py:128
Das letzte abgeschlossene statische und semantische Audit erkannte keine bestätigten Sicherheitsbefunde. Dies beweist nicht, dass der Skill keine Nebenwirkungen hat.
Geprüft von: codex Audit-Verlauf anzeigen →
Diesen Bericht teilen & zitieren

Teile den versionierten Bewertungsbericht, das neutrale Badge, die Einbettungskarte und Zitate. Skillstore berichtet Nachweise, ohne zu entscheiden, ob dieser Skill sicher ist.

Versionsbericht öffnen
Sicherheitsbewertung

Berichtslink kopieren

https://skillstore.io/skills/yuan1z0825-nature-paper-card/audits/2?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Markdown-Badge

[![Skillstore security assessment](https://skillstore.io/badges/skills/yuan1z0825-nature-paper-card/security.svg)](https://skillstore.io/skills/yuan1z0825-nature-paper-card?utm_source=security_passport_badge)

HTML-Badge

<a href="https://skillstore.io/skills/yuan1z0825-nature-paper-card?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/yuan1z0825-nature-paper-card/security.svg" alt="Skillstore security assessment" loading="lazy"></a>

Einbettungskarte

<iframe src="https://skillstore.io/embed/skills/yuan1z0825-nature-paper-card.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>
Wissenschaftliche Zitate (APA · BibTeX · CFF)

APA-Zitat

yuan1z0825. (2026). nature-paper-card security audit report (audit version 2) [Author version unspecified]. Skillstore. https://skillstore.io/skills/yuan1z0825-nature-paper-card/audits/2

BibTeX-Zitat

@techreport{yuan1z0825-yuan1z0825-nature-paper-card-2026, author = {yuan1z0825}, title = {nature-paper-card security audit report (audit version 2)}, institution = {Skillstore}, year = {2026}, number = {2}, url = {https://skillstore.io/skills/yuan1z0825-nature-paper-card/audits/2}, note = {Author version unspecified} }

CITATION.cff

cff-version: 1.2.0 message: "If you use this Skill, cite its author and this versioned security audit report." title: "nature-paper-card security audit report (audit version 2)" version: "unspecified" type: report authors: - name: "yuan1z0825" date-released: "2026-08-18" url: "https://skillstore.io/skills/yuan1z0825-nature-paper-card/audits/2" identifiers: - type: other value: "skillstore:yuan1z0825-nature-paper-card:audit:2" description: "Skillstore immutable audit report identifier"

Skillstore-Score

Warum dieser Score Evidenzvertrauen: Mittel
82
Architektur
85
Wartbarkeit
87
Inhalt
65
Gemeinschaft
91
Spezifikationskonformität

Was Sie erstellen können

Deep Reading for Study

Turn one assigned paper into structured notes with methods, evidence, limitations, and reusable concepts.

Evidence Review for Research

Trace each major claim to experiments, figures, tables, formulas, and bounded conclusions.

Paper Screening for Teams

Create a consistent card that helps a research team compare a paper with current project needs.

Diese Prompts ausprobieren

Create a Basic Paper Card 
Create a Paper Card for this attached PDF. Use only the supplied paper, cite evidence locations, and mark unsupported sections as not assessable.
Analyze a Paper by Identifier 
Analyze this DOI or arXiv paper as a Paper Card. Verify bibliographic details, explain the method, and connect each central claim to evidence.
Audit Claims and Boundaries 
Build a Paper Card focused on the experiment-to-claim chain. Separate author claims from supported conclusions, alternative explanations, limitations, and missing controls.
Analyze a Hybrid Contribution 
Treat this paper as methods-primary and resource-secondary. Audit both contribution types, preserve the fixed sections, and propose testable ideas with failure conditions.

Bewährte Praktiken

  • Provide the full paper, figures, tables, and supplements when available.
  • State whether external verification is allowed for history, bibliography, or novelty checks.
  • Review numerical results and scientific interpretations against the original source before reuse.

Vermeiden

  • Do not request unsupported conclusions from an abstract-only source.
  • Do not treat author novelty claims as independent prior-art verification.
  • Do not use this skill for batch monitoring, full translation, or formal peer review.

Häufig gestellte Fragen

What inputs can this skill analyze?
It accepts one paper as a PDF, DOI, arXiv page, publisher article, source map, or pasted text.
Does it summarize several papers together?
No. It creates one deep-reading card for one paper and does not perform batch synthesis.
Can it work from an abstract only?
Yes. It creates a source-limited card and marks unseen methods, evidence, and limitations as not assessable.
Does it verify novelty claims?
Only when targeted external research is performed. Otherwise, novelty and field-history claims are clearly marked as unverified.
What files does it produce?
The main output is a Markdown Paper Card. PDF workflows also produce a source bundle and an audit report.
Does the automated audit prove scientific correctness?
No. It checks structure, source locators, and evidence coverage, while scientific interpretation still requires expert review.

Entwicklerdetails

Lizenz

MIT

Skillstore-Revision

r1

Versionshinweis

Der Autor hat keine Version angegeben.

Repository

https://github.com/yuan1z0825/nature-skills/tree/c171989db699bd601d4373912b3fb8db96ecc95b/skills/nature-paper-card

Ref.

e22f0e5c175a84e01097fa734ec2a74420c14771

Aktualität der Wartung

19.8.2026

Nutzung

0 Downloads · 0 Aufrufe

Dateistruktur

📁 agents/

📄 openai.yaml

📁 evals/

📄 evals.json

📄 manifest.yaml

📄 README_EN.md

📄 README.md

📁 references/

📄 card-schema.md

📄 evidence-and-provenance.md

📄 research-idea-gates.md

📁 scripts/

📄 audit_paper_card.py

📄 prepare_paper.py

📄 SKILL.md

📁 static/

📁 core/

📄 output-contract.md

📄 principles.md

📄 workflow.md

📁 fragments/

📁 paper_type/

📄 clinical.md

📄 discovery.md

📄 materials.md

📄 methods.md

📄 resource.md

📄 review.md

📁 tests/

📄 test_prepare_paper.py

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