research-fact-checker
Verify facts and research for your writing
Authors often struggle to verify factual accuracy in their fiction writing. This skill provides structured research frameworks and fact-checking methodologies to help ensure accuracy in historical, scientific, and cultural details.
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اختبرها
استخدام "research-fact-checker". I'm writing a novel set in 1920s Paris about an American art student. What do I need to research?
النتيجة المتوقعة:
- - Art schools that accepted women in 1920s Paris (Académie Julian, Académie de la Grande Chaumière)
- - Housing options for foreign students and typical costs in francs
- - Expatriate communities and famous venues of the era
- - Fashion norms and social attitudes toward independent women
- - Communication and transportation options of the period
استخدام "research-fact-checker". Fact-check this paragraph from my Mars colony novel: The colonists breathed normally in the Martian atmosphere thanks to the terraforming efforts.
النتيجة المتوقعة:
- - Issue: Terraforming Mars to breathable atmosphere would require centuries to millennia
- - Current reality: Mars has only 1% of Earth atmospheric pressure, 95% CO2
- - Suggested revision: Use pressurized biodomes or set story in far future with advanced technology
التدقيق الأمني
آمنAll 32 static findings are FALSE POSITIVES. The scanner misidentified patterns in plain text: 'M1 Garand' (a rifle name) as cryptographic algorithms, markdown code block backticks as shell execution, and historical research references as system reconnaissance. This is a pure prompt-based skill containing only markdown instructions for research methodology. No executable code, file access, network calls, or command execution exists. The skill-report.json security_audit explicitly confirms: 'Pure prompt-based skill with no executable code.'
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درجة الجودة
ماذا يمكنك بناءه
Period-Accurate Details
Research historical periods to ensure accurate clothing, customs, technology, and social norms in your historical fiction.
Fact Verification
Verify claims and statistics in your non-fiction work against reliable sources before publication.
Scientific Plausibility
Check scientific accuracy of speculative elements in your sci-fi to maintain credibility with readers.
جرّب هذه الموجهات
I am writing a [genre] set in [time period] in [location]. My protagonist is a [character description]. What specific historical details should I research for authenticity?
Please fact-check this passage from my [chapter/section]: [paste text]. Identify any claims that need verification and suggest corrections for any inaccuracies.
I am writing about [culture/time period] and want to ensure cultural accuracy. What common misconceptions should I avoid and what reliable sources should I consult?
I wrote this [scene/description] about [scientific topic]: [paste text]. Is this scientifically accurate? If not, please explain the errors and provide correct information.
أفضل الممارسات
- Start research early in your writing process rather than during the first draft
- Document all sources with publication dates and author credentials for future reference
- Use the iceberg principle: know 90 percent of your research but only show 10 percent in your writing
تجنب
- Including paragraphs of facts without weaving them into character perspective or narrative
- Relying on a single source for important claims without cross-referencing
- Ignoring anachronisms that break reader immersion in period fiction