Nightly News Generation from CIA Intelligence Exports

[pethers]

📋 Issue Type

Feature - Automation & Content Generation

🎯 Objective

IMPORTANT: CIA platform maintains the digital twin and performs all OSINT analysis. This issue focuses on generating nightly news items from CIA's intelligence exports, covering daily Riksdag updates, committee meetings, and future event analysis.

Create an automated GitHub Actions workflow that generates nightly news items by consuming CIA platform's intelligence exports, producing daily political activity summaries, committee meeting coverage, and future event predictions across 14 languages.

📊 Current State

• ✅ Static HTML pages with manual updates
• ✅ CIA provides complete intelligence analysis
• ✅ CIA exports available (from Issue CIA Data Consumption Pipeline (JSON Export Integration) #18)
• ❌ No automated news generation
• ❌ No nightly content workflows
• ❌ No intelligence digest creation
• ❌ Manual content updates required

Measured Metrics:

• Automated workflows: 0
• News items generated: 0
• Update frequency: Manual
• Intelligence coverage: None

🚀 Desired State

• ✅ Nightly GitHub Actions workflow (03:00 CET)
• ✅ Automated news from CIA intelligence exports
• ✅ Committee meeting summaries (CIA data)
• ✅ Future event predictions (CIA analysis)
• ✅ Daily political activity digest (CIA intelligence)
• ✅ Multi-language news items (14 languages)
• ✅ Automated commit and deployment
• ✅ Error handling and notifications

📊 CIA Data Integration Context

CIA Platform Role:
🏭 CIA Provides: Daily intelligence updates, OSINT analysis, event tracking
📊 CIA Exports: Daily activity summaries, committee schedules, risk assessments
🔍 CIA Analyzes: Political events, behavioral patterns, future predictions

Riksdagsmonitor Role:
📰 Generates: News content from CIA intelligence exports
✍️ Formats: CIA insights as readable news items
🌐 Translates: CIA intelligence to 14 languages
📅 Publishes: Daily intelligence digests

CIA Data Products (for news generation):

• Overview Dashboard - Daily activity metrics (CIA export)
• Committee Analysis - Meeting schedules and insights (CIA data)
• Event Timeline - Historical and future events (CIA tracking)
• Risk Analysis - 45 rules for behavioral transparency (CIA scoring)
• Party Performance - Daily political dynamics (CIA analysis)

Data Source:

• CIA Exports: Cached in data/cia-exports/current/
• CIA Intelligence: Pre-analyzed by CIA platform
• Committee data: CIA-aggregated from Riksdag APIs

CIA Export Files Used:

overview-dashboard.json       # Daily activity (CIA)
committee-meetings.json       # Scheduled meetings (CIA)
upcoming-events.json          # Future events (CIA forecast)
risk-alerts.json             # Risk assessments (CIA)
party-performance.json        # Political dynamics (CIA)

Methodology:

• CIA OSINT analysis from DATA_ANALYSIS_INTOP_OSINT.md (451.4 KB)
• CIA risk rule evaluation (45 rules)
• CIA event forecasting algorithms
• CIA natural language intelligence summaries

Implementation Notes:

• Consume CIA exports from Issue CIA Data Consumption Pipeline (JSON Export Integration) #18 (consumption pipeline)
• Transform CIA intelligence into news format
• No duplication of CIA's analysis - content generation only
• Review CIA intelligence: https://www.hack23.com/cia

🔧 Implementation Approach

Phase 1: CIA Intelligence Consumer

News Generation from CIA Data:

// scripts/generate-news-from-cia.js
class CIANewsGenerator {
  constructor() {
    this.ciaData = {};
  }
  
  // Load CIA intelligence exports
  async loadCIAIntelligence() {
    this.ciaData.overview = await this.loadExport('overview-dashboard');
    this.ciaData.committees = await this.loadExport('committee-meetings');
    this.ciaData.events = await this.loadExport('upcoming-events');
    this.ciaData.risks = await this.loadExport('risk-alerts');
    this.ciaData.parties = await this.loadExport('party-performance');
  }
  
  // Generate daily digest from CIA intelligence
  async generateDailyDigest() {
    const digest = {
      date: new Date().toISOString().split('T')[0],
      headline: this.createHeadlineFromCIA(),
      activities: this.summarizeCIAActivities(),
      committees: this.formatCIACommitteeMeetings(),
      risks: this.highlightCIARiskAlerts(),
      forecast: this.includeCIAForecast()
    };
    
    return digest;
  }
  
  // Transform CIA data into news format
  createHeadlineFromCIA() {
    const overview = this.ciaData.overview;
    // Use CIA's key insights for headline
    return `${overview.keyEvents.length} Major Events | ` +
           `${overview.riskAlerts} Risk Alerts | ` +
           `${overview.committeeActivities} Committee Meetings`;
  }
}

Phase 2: News Generation Engine

Content Types from CIA Intelligence:

1. Daily Digest (CIA Overview)

class DailyDigest {
  // Generate from CIA daily intelligence
  async generate(ciaOverview) {
    return {
      title: "Daily Parliament Intelligence",
      summary: ciaOverview.executiveSummary,  // From CIA
      keyEvents: ciaOverview.keyEvents,       // From CIA
      riskHighlights: ciaOverview.riskAlerts, // From CIA
      source: "CIA Intelligence Platform"
    };
  }
}

2. Committee Calendar (CIA Committee Data)

class CommitteeNews {
  // Format CIA committee intelligence
  async generate(ciaCommittees) {
    return {
      title: "Committee Activity This Week",
      meetings: ciaCommittees.scheduledMeetings.map(m => ({
        committee: m.name,
        date: m.date,
        agenda: m.topics,              // From CIA
        significance: m.impactScore,   // From CIA analysis
        attendees: m.expectedMembers   // From CIA
      }))
    };
  }
}

3. Future Events Analysis (CIA Forecast)

class FutureEventsNews {
  // Transform CIA event predictions
  async generate(ciaEvents) {
    return {
      title: "Upcoming Events Analysis (Next 30 Days)",
      predictions: ciaEvents.forecast.map(e => ({
        event: e.name,
        probability: e.likelihood,      // From CIA model
        impact: e.significanceScore,    // From CIA analysis
        context: e.historicalPattern    // From CIA OSINT
      }))
    };
  }
}

4. Risk Intelligence (CIA Risk Analysis)

class RiskIntelligence {
  // Format CIA risk assessments
  async generate(ciaRisks) {
    return {
      title: "Political Risk Intelligence",
      alerts: ciaRisks.activeAlerts.map(r => ({
        type: r.category,
        severity: r.riskScore,          // From CIA scoring
        affected: r.entities,
        context: r.osintAnalysis,       // From CIA OSINT
        recommendation: r.mitigation    // From CIA
      }))
    };
  }
}

Phase 3: Workflow Implementation

Nightly News Generation:

# .github/workflows/generate-cia-news.yml
name: Generate News from CIA Intelligence

on:
  schedule:
    - cron: '0 3 * * *'  # 03:00 CET daily
  workflow_dispatch:

jobs:
  generate-news:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout
        uses: actions/checkout@v4
      
      - name: Setup Node.js
        uses: actions/setup-node@v4
        with:
          node-version: '20'
      
      - name: Load CIA intelligence exports
        run: node scripts/load-cia-data.js
      
      - name: Generate daily digest
        run: node scripts/generate-news-from-cia.js
      
      - name: Translate to 14 languages
        run: node scripts/translate-cia-news.js
      
      - name: Create news pages
        run: node scripts/create-news-pages.js
      
      - name: Commit news items
        run: |
          git config user.name "CIA News Bot"
          git config user.email "news@hack23.com"
          git add news/
          git commit -m "Daily news from CIA intelligence $(date +'%Y-%m-%d')"
          git push
      
      - name: Deploy
        run: gh workflow run deploy.yml
        env:
          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}

Phase 4: Multi-Language Support

Translation from CIA Data:

// scripts/translate-cia-news.js
class CIANewsTranslator {
  // Translate CIA intelligence to 14 languages
  async translateNews(newsItem, languages) {
    const translations = {};
    
    for (const lang of languages) {
      translations[lang] = {
        title: await this.translate(newsItem.title, lang),
        content: await this.translate(newsItem.content, lang),
        // CIA data stays untranslated (numbers, names)
        ciaData: newsItem.ciaData
      };
    }
    
    return translations;
  }
}

Files to Create/Modify

.github/workflows/
  generate-cia-news.yml          # Main workflow
scripts/
  generate-news-from-cia.js      # News generation from CIA
  load-cia-data.js              # Load CIA exports
  translate-cia-news.js         # Multi-language
  create-news-pages.js          # HTML generation
news/
  index.html                    # News archive
  YYYY-MM-DD/                   # Daily news folders
    daily-digest.html
    committee-calendar.html
    risk-intelligence.html
data/
  cia-exports/current/          # CIA data source
config/
  news-templates/               # Content templates

🤖 Recommended Agent

devops-engineer - Best suited for:

• GitHub Actions workflow design
• CIA data pipeline integration
• Content generation automation
• Error handling and monitoring
• Scheduled job optimization

Secondary: documentation-architect for content formatting

✅ Acceptance Criteria

• Nightly workflow running at 03:00 CET
• Daily digest generated from CIA intelligence
• Committee calendar from CIA committee data
• Future events from CIA forecasts
• Risk intelligence from CIA analysis
• All 14 languages supported
• News items committed and deployed
• Error handling with notifications
• Manual trigger option available
• CIA attribution in all news items
• Comprehensive logging
• CIA data validation before generation

📚 References

• CIA Platform: https://www.hack23.com/cia
• CIA OSINT Methodology: https://github.com/Hack23/cia/blob/master/DATA_ANALYSIS_INTOP_OSINT.md (451.4 KB)
• CIA Business Products: https://github.com/Hack23/cia/blob/master/BUSINESS_PRODUCT_DOCUMENT.md (133.5 KB)
• GitHub Actions: https://docs.github.com/en/actions
• Security Policy: https://github.com/Hack23/ISMS-PUBLIC/blob/main/Secure_Development_Policy.md
• Workflows: WORKFLOWS.md

🌐 Translation & Content Alignment

Translation Guide(s): All 4 guides for news content
Related Homepage Page(s):

• blog-cia-osint-intelligence.html
• cia-features.html

Multi-Language Scope: All news items in 14 languages

🏷️ Labels

enhancement, github_actions, documentation

🔒 Security & Compliance

• CIA data validated before use
• Secure credential management
• Data privacy compliance (GDPR)
• Audit logging
• Error monitoring
• CIA attribution required
• GPG commit signing
• ISMS policy adherence

💡 Key Principle

CIA = Intelligence Source | Riksdagsmonitor = News Publisher

CIA provides all intelligence analysis and OSINT insights. Riksdagsmonitor transforms CIA's exports into readable news content for public consumption.

---

Priority: Medium
Estimated Effort: 7-10 days
Dependencies: Issue #13 (CIA schemas), Issue #18 (CIA consumption)
Related Issues: Issue #19 (OSINT integration)

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