Comprehensive linguistic and cultural expertise for all 14 languages supported by Riksdagsmonitor (EN, SV, DA, NO, FI, DE, FR, ES, NL, AR, HE, JA, KO, ZH)
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Comprehensive linguistic and cultural expertise for all 14 languages supported by Riksdagsmonitor (EN, SV, DA, NO, FI, DE, FR, ES, NL, AR, HE, JA, KO, ZH)
license
Apache-2.0
Language Expertise Skill
🔴 AI FIRST Quality Principle
Apply the AI FIRST principle: never accept first-pass quality. Minimum 2 iterations. Read all output, improve every section. No shortcuts.
Purpose
Comprehensive linguistic and cultural expertise for ensuring accurate, culturally appropriate, and engaging content across all 14 language versions of Riksdagsmonitor.
Supported Languages
Code
Language
Script
Direction
Native Speakers
Target Audience
en
English
Latin
LTR
1.5B
International, default
sv
Swedish
Latin
LTR
10M
Primary (Swedish citizens)
da
Danish
Latin
LTR
6M
Nordic region
no
Norwegian
Latin
LTR
5M
Nordic region
fi
Finnish
Latin
LTR
5M
Nordic region
de
German
Latin
LTR
130M
European, business
fr
French
Latin
LTR
280M
European, diplomatic
es
Spanish
Latin
LTR
550M
International, Latin America
nl
Dutch
Latin
LTR
25M
Benelux region
ar
Arabic
Arabic
RTL
420M
Middle East, North Africa
he
Hebrew
Hebrew
RTL
9M
Israel, Jewish diaspora
ja
Japanese
Kanji/Kana
LTR
125M
Japan, Asia
ko
Korean
Hangul
LTR
80M
Korea, Asia
zh
Chinese
Hanzi
LTR
1.3B
China, Asia
Core Principles
1. 🌍 Linguistic Accuracy
Native-Level Quality: Professional translation, not machine translation
Similarities: Close to Danish written, distinct pronunciation
Compound Words: German/Swedish-style compounding
Formality: Du-form for web content
Political Terminology:
Riksdag:"Det svenske Stortinget"/"Sveriges riksdag"Ledamot:"Stortingsrepresentant"(Norwegian)/"Riksdagsmedlem"(Swedish)Utskott:"Komité"Omröstning:"Avstemning"
# Maintain consistent translations across all languagesRiksdag:en:SwedishParliamentsv:Riksdagde:SchwedischerReichstagfr:Parlementsuédoises:Parlamentosuecoar:البرلمانالسويديhe:הפרלמנטהשוודיja:スウェーデン議会ko:스웨덴의회zh:瑞典议会
2. Quality Assurance
Native Speaker Review: All translations reviewed by native speakers
Back-Translation: Translate back to English to verify accuracy
Consistency Check: Use CAT tools (Trados, MemoQ) for term consistency
Cultural Review: Local cultural expert reviews for appropriateness
3. Technical Validation
# Character encoding validation
file -bi index_*.html
# Should show: text/html; charset=utf-8# HTML lang attribute validation
grep '<html lang=' index_*.html
# Should match: lang="en", lang="sv", lang="ar" dir="rtl", etc.# RTL direction validation (Arabic, Hebrew)
grep 'dir="rtl"' index_ar.html index_he.html
# Should find: <html lang="ar" dir="rtl">
Cultural Considerations
Color Symbolism
Color
Western
Middle East
Asia
Notes
Red
Danger, alert
Luck, celebration (China)
Danger, celebration
Use cautiously
Green
Go, success
Islam, prosperity
Nature, growth
Generally safe
Blue
Trust, calm
Protection (Turkey)
Peace, immortality
Universally safe
Yellow
Caution
Prosperity, royalty
Sacred (Buddhism)
Context-dependent
White
Purity
Mourning (Middle East)
Mourning (Asia)
Avoid for somber topics
Political Sensitivities
China (zh): Avoid Taiwan, Tibet, Xinjiang political references
Arabic (ar): Neutral on Middle East conflicts, avoid Israel references in some contexts
Hebrew (he): Neutral on Palestinian conflict
All: Strict political neutrality, no partisan language
Accessibility (Multilingual)
Screen Reader Support
<!-- Language declaration for screen readers --><htmllang="sv"><!-- Language changes within page --><p>The Swedish Parliament, called <spanlang="sv">Riksdag</span>, has 349 members.</p><!-- RTL languages --><htmllang="ar"dir="rtl">
Direct translation of wit may not work - adapt or omit
Compound words common (especially Swedish/German) - maintain
Germanic Languages (DE, NL):
Longer, more complex sentences acceptable
More structured paragraph organization
Technical precision valued
Compound nouns frequent - maintain accuracy
Romance Languages (FR, ES):
Elegant, flowing sentences
Subjunctive mood for nuance
More elaborate style than English
Formal constructions preferred
CJK Languages (JA, KO, ZH):
Formal political register (敬語 in Japanese, 높임말 in Korean)
Chinese: Maintain simplified characters (简体中文) not traditional
Japanese: Use formal written style (です・ます体)
Korean: Use formal endings (-습니다, -ㅂ니다)
RTL Languages (AR, HE):
Formal Modern Standard Arabic (not colloquial)
Hebrew: Formal register with full vowel marking optional
Maintain right-to-left flow in all elements
Punctuation and Typography
Quotation Marks:
🇬🇧 English: "double quotes"
🇸🇪 Swedish: "dubbla citattecken" or »guillemets»
🇩🇪 German: „German quotes" or »Guillemets«
🇫🇷 French: « guillemets français »
🇪🇸 Spanish: «comillas españolas» or "comillas inglesas"
🇯🇵 Japanese: 「brackets」or『double brackets』
🇨🇳 Chinese: "中文引号" or 「书名号」
🇰🇷 Korean: "따옴표"
🇸🇦 Arabic: «علامات تنصيص»
🇮🇱 Hebrew: "מרכאות"
Em Dashes and Hyphens:
English: Use em dash — sparingly
German: Use Gedankenstrich – with spaces
French: Use tiret long — with spaces
Nordic: Use tankstreck – with spaces
Ellipsis:
English: ... (three dots, no spaces)
French: … (with non-breaking spaces: word…word)
German: … (three dots or single ellipsis character)
Real-World Style Examples
Evening Analysis Opening (English):
"Sweden's Riksdag enters its spring recess with mixed legislative accomplishments. The Tidö government has passed key reforms on immigration and energy policy, but falters on housing and healthcare. Coalition tensions simmer beneath parliamentary decorum."
Evening Analysis Opening (German):
"Schwedens Riksdag geht in die Frühjahrspause mit gemischten gesetzgeberischen Erfolgen. Die Tidö-Regierung hat wichtige Reformen in den Bereichen Einwanderung und Energiepolitik verabschiedet, scheitert jedoch bei Wohnungsbau und Gesundheitswesen. Koalitionsspannungen brodeln unter dem parlamentarischen Anstand."
Evening Analysis Opening (French):
"Le Riksdag suédois entre en pause de printemps avec des réalisations législatives mitigées. Le gouvernement Tidö a adopté des réformes clés sur l'immigration et la politique énergétique, mais échoue sur le logement et la santé. Les tensions au sein de la coalition couvent sous le décorum parlementaire."
Tone and Voice Guidelines
Analytical, Not Advocacy:
✅ "The opposition criticized the proposal"
❌ "The opposition rightly pointed out flaws"
Data-Driven:
✅ "Support dropped 3 percentage points"
❌ "Support plummeted dramatically"
Contextual Nuance:
✅ "The vote revealed coalition fractures"
❌ "The vote showed the coalition is falling apart"
Cultural Sensitivity:
Avoid idioms that don't translate (e.g., "kicked the can down the road")
Be aware of cultural connotations (colors, numbers, symbols)
Adapt metaphors to target culture
Quality Checklist
For each translated article, verify:
Formal register maintained throughout
Political terminology consistent with swedish-political-system skill
Punctuation matches target language conventions
Quotation marks correct for language
No machine translation artifacts
Natural flow in target language
Cultural references adapted or explained
Political intelligence tone preserved (analytical, crisp, data-driven)
All SWOT table entries translated (not summarized or removed)
Risk matrix L×I scores preserved numerically
Confidence labels ([HIGH]/[MEDIUM]/[LOW]) present on all analytical claims
Party abbreviations (S, M, SD, V, MP, C, L, KD) untranslated
hreflang links to all 14 language versions present
RTL direction set for Arabic/Hebrew articles
CJK articles use native quotation marks
Norwegian BCP-47 code is nb (not no)
Political Intelligence Translation Principles
Intelligence products are language-independent: The factual content, analytical depth, and confidence assessments must be identical across all 14 language versions. A reader of the Arabic version must receive the same intelligence value as a reader of the English version.
Translate the analysis, not just the words: Political intelligence requires understanding the meaning behind policy decisions. Translators must convey the strategic implications, not just the surface-level text. For example, "coalition fracture" in English should use the politically charged equivalent in each target language, not a neutral synonym.
Preserve the evidence chain: Every dok_id citation, vote count, committee reference, and named politician must appear in the translation exactly as in the source. The evidence chain is the foundation of intelligence credibility.
Adapt cultural context, not analytical conclusions: Some political concepts (e.g., "minority government", "confidence-and-supply agreement") may need brief contextual explanation in languages where the audience is less familiar with Nordic parliamentary systems. Add minimal context within the translated text rather than removing the analysis.
Maintain editorial voice consistency: Riksdagsmonitor uses OSINT/INTOP political intelligence editorial standards. The tone should be: analytical (not emotional), evidence-based (not opinion-driven), forward-looking (not merely retrospective), and crisp (not verbose).
Data Source: Analysis of 81 translated news articles (Feb 2026) Style Guide: OSINT/INTOP political intelligence editorial standards (adapted for 14 languages) Last Updated: 2026-04-04
