Riksdagsmonitor Intelligence Platform - v0.4.1
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    Riksdagsmonitor Intelligence Platform - v0.4.1

    🕵️ Riksdagsmonitor Intelligence Platform — API Reference

    Political Intelligence Analysis & OSINT Platform for Swedish Parliament Monitoring

    License TypeDoc

    This API documentation covers the complete Riksdagsmonitor Intelligence Platform — a mixed TypeScript & JavaScript codebase implementing sophisticated intelligence collection, analysis, and visualization for democratic transparency.

    Layer Technology Files Description
    Browser Dashboards TypeScript + Chart.js / D3.js 27 modules Interactive political intelligence dashboards with bounded contexts
    Shared Infrastructure TypeScript 7 modules Types, theme, chart factory, data loader, DOM utils, logger
    CIA Intelligence TypeScript 5 modules CIA data pipeline, visualizations, election predictions, i18n
    News Generation TypeScript 15+ modules Automated intelligence reporting with 14-language support
    Type System TypeScript 9 modules Strict type definitions for the intelligence domain
    Build & Automation TypeScript / Vite 10+ modules Data validation, schema processing, and tooling

    Every module in this API is documented through three strategic lenses:

    🔍 Intelligence Perspective (@intelligence)

    OSINT analysis methodology, data acquisition pipelines, risk assessment frameworks, behavioral profiling models, and intelligence product design. Each module describes its role in the intelligence collection-analysis-dissemination cycle.

    💼 Business Perspective (@business)

    Revenue model alignment, customer segment value delivery, competitive differentiation, partnership opportunity, and scalability architecture. Evaluates each module's contribution to the platform's commercial sustainability and market position.

    📢 Marketing Perspective (@marketing)

    Target audience engagement, content generation capability, SEO value, social media shareability, and brand positioning contribution. Maps each module to specific growth channels and user acquisition strategies.

    • stats-loader / cia/data-loader — Multi-source data acquisition with fallback strategies
    • Source credibility verification and data integrity validation
    • GDPR-compliant political data processing
    • risk-dashboard / anomaly-detection — 45-rule risk scoring engine for 349 MPs
    • STRIDE threat modeling integration
    • Z-score anomaly detection (|Z| >= 2.0 threshold)
    • cia/election-predictions / pre-election — Electoral forecasting models
    • Coalition probability analysis and seat prediction algorithms
    • Confidence interval calculations
    • politician-dashboard / party-dashboard / ministry-dashboard — Career trajectory analytics
    • Voting discipline measurement and influence metrics
    • Committee effectiveness evaluation
    • seasonal-patterns / election-cycle — Legislative activity cycles
    • Pre-election behavioral shifts and long-term political trends
    • coalition-loader / coalition-dashboard — Coalition stability assessment
    • Voting bloc analysis and cross-party cooperation patterns
    • generate-news-enhanced / article-template — Automated news generation
    • 14-language narrative synthesis (EN, SV, DA, NO, FI, DE, FR, ES, NL, AR, HE, JA, KO, ZH)
    • Editorial standards enforcement with quality scoring
    Customer Segment Key Modules Value Proposition
    Citizens & Voters politician-dashboard, party-dashboard, election-predictions Informed voting decisions, MP accountability
    Journalists & Media risk-dashboard, anomaly-detection, pre-election Investigative data, story leads, fact-checking
    Researchers & Academics seasonal-patterns, election-cycle, coalition-dashboard Research-grade datasets, temporal analysis
    NGOs & Advocacy committees-dashboard, ministry-dashboard, legislative-monitoring Transparency tracking, accountability tools
    Corporations & Government risk-dashboard, coalition-loader, election-predictions Political risk assessment, regulatory stability

    Marketing Content Pipeline

    Content Type Source Modules Distribution Channel
    Risk Alerts risk-dashboard, anomaly-detection Push notifications, email, social media
    Election Forecasts election-predictions, pre-election Press releases, media partnerships
    Party Comparisons party-dashboard, coalition-dashboard Social media infographics, blog posts
    MP Profiles politician-dashboard SEO-optimized pages, voter tools
    Committee Reports committees-dashboard Research publications, newsletters
    Trend Analysis seasonal-patterns, election-cycle Thought leadership articles, webinars 
    riksdagsmonitor/
    ├── src/browser/                 # TypeScript browser modules (27 files)
    │   ├── main.ts                  # Entry point: 12 dashboards, parallel init
    │   ├── cia-entry.ts             # CIA Intelligence Dashboard entry point
    │   ├── shared/                  # Infrastructure (7 files)
    │   │   ├── types.ts             # Intelligence domain type system
    │   │   ├── theme.ts             # Cyberpunk design system constants
    │   │   ├── chart-factory.ts     # Centralized Chart.js factory
    │   │   ├── data-loader.ts       # Resilient data fetching pipeline
    │   │   ├── dom-utils.ts         # Accessibility & loading states
    │   │   ├── logger.ts            # Debug-gated logging
    │   │   └── index.ts             # Barrel exports
    │   ├── dashboards/              # Intelligence dashboards (12 files)
    │   │   ├── stats-loader.ts      # OSINT statistics acquisition
    │   │   ├── risk-dashboard.ts    # 45-rule political risk engine
    │   │   ├── party-dashboard.ts   # 50-year party performance analytics
    │   │   ├── ministry-dashboard.ts # Executive power assessment
    │   │   ├── coalition-loader.ts  # Coalition dynamics data
    │   │   ├── coalition-dashboard.ts # Voting pattern visualization
    │   │   ├── committees-dashboard.ts # Committee network analytics
    │   │   ├── politician-dashboard.ts # Individual MP profiling
    │   │   ├── election-cycle.ts    # 40-year electoral cycle analysis
    │   │   ├── seasonal-patterns.ts # Quarterly pattern intelligence
    │   │   ├── pre-election.ts      # Pre-election monitoring
    │   │   └── anomaly-detection.ts # Z-score early warning system
    │   ├── cia/                     # CIA Platform integration (5 files)
    │   │   ├── data-loader.ts       # 19+ product data pipeline
    │   │   ├── visualizations.ts    # Rendering engine
    │   │   ├── election-predictions.ts # Electoral forecasting
    │   │   ├── i18n-translations.ts # 14-language translations
    │   │   └── dashboard-init.ts    # Platform orchestrator
    │   └── ui/                      # UI components (1 file)
    │       └── back-to-top.ts       # WCAG back-to-top button
    ├── scripts/                     # Build & automation (42 files)
    │   ├── types/                   # TypeScript type definitions (9 files)
    │   ├── news-types/              # Article generators (5 files)
    │   ├── data-transformers.ts     # Data transformation pipeline
    │   ├── generate-news-enhanced.ts # News generation engine
    │   ├── extract-news-metadata.ts # News article DB generator
    │   ├── mcp-client.ts            # MCP JSON-RPC client
    │   ├── article-template.ts      # HTML article rendering
    │   └── ...
    ├── data/                        # Data assets
    │   └── news-articles.json       # News metadata database (444 articles)
    └── tests/                       # Test suite (35 files, 1200 tests)

    All documentation follows intelligence analysis conventions with three strategic perspectives:

    Tag Purpose
    @module Intelligence capability module (e.g., "Dashboards/Risk")
    @category Intelligence domain grouping
    @intelligence OSINT/risk/analysis perspective — intelligence methodology and value
    @business Revenue/market/competitive perspective — commercial viability and positioning
    @marketing Audience/growth/engagement perspective — content and channel strategy
    @param / @returns Function signatures with type information
    @example Usage examples
    @see Cross-references to related modules
    @security Security considerations (CSP, XSS, data protection)
    @risk Risk assessment context
    @osint OSINT data source documentation
    @gdpr GDPR compliance notes
    @revenue Revenue model implications
    @market Market analysis context
    @audience Target audience information
    @competitive Competitive positioning
    @stakeholder Stakeholder impact
    @kpi Key performance indicators

    This platform aligns with:

    Mission: Systematic political transparency through rigorous intelligence analysis
    License: Apache-2.0
    Maintained by: Hack23 AB

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