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Clarify architectural roles: CIA as digital twin source, riksdagsmonitor as consumer#12

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Clarify architectural roles: CIA as digital twin source, riksdagsmonitor as consumer#12
Copilot wants to merge 1 commit intomainfrom
copilot/improve-integration-sample-data

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Copilot AI commented Feb 4, 2026

Issues incorrectly implied riksdagsmonitor would build its own digital twin. CIA project already maintains the complete digital twin and produces JSON exports. This PR realigns all 8 issues to reflect correct architectural boundaries.

Architectural Clarification

CIA Platform (Source)

  • Digital twin: 50+ years Riksdag data (1971-2024)
  • OSINT analysis: 45 risk rules, behavioral scoring
  • Forecasting: election models, predictions
  • JSON exports: 19 visualization products with schemas

Riksdagsmonitor (Consumer)

  • Fetches CIA JSON exports
  • Validates against CIA schemas
  • Renders visualizations in 14 languages
  • Generates news from CIA intelligence

Issue Updates

#18 - Major Reframe

  • Before: "Digital Twin Data Pipeline (Full Riksdag Data Synchronization)"
  • After: "CIA Data Consumption Pipeline (JSON Export Integration)"
  • Removed: Building duplicate digital twin
  • Focus: Fetch → Validate → Cache → Render CIA exports

#13 - Schema Integration

  • Clarified: CIA provides schemas, riksdagsmonitor validates against them
  • No local schema creation—CIA is schema authority

#15, #17, #19, #20 - Intelligence Consumption

#14, #16 - Minor Updates

  • Already correctly scoped
  • Added CIA attribution references

Impact

  • Eliminates architectural duplication
  • Clear separation of concerns
  • Proper attribution to CIA platform
  • Focused scope for riksdagsmonitor implementation
Original prompt

Create 8 github issues and assign to copilot.

Focus in improving integration with sample data json schema and sample data provided by cia project. want to improve all 14 languages and align extend riksdagsmonitor with cool dashboard and visualisation and predictions for swedish election septemeber 2026.

Also want a github workflow to nightly create news items covering daily updates, scheduled committee meetings and analyse future events. all based on full digital twin of riksdagen data updated daily and the full data osint intop perspective and skills of all agents.

Custom agent used: hack23-riksdagsmonitor-taskagent
Riksdagsmonitor product specialist creating GitHub issues for Swedish Parliament monitoring platform, optimizing static site performance, accessibility, and ensuring ISMS compliance with CIA data integration


✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.

Copilot AI changed the title [WIP] Improve integration with sample data JSON schema Create 8 comprehensive issues for CIA integration, multi-language support, and election forecasting Feb 4, 2026
Copilot AI requested a review from pethers February 4, 2026 23:10
Copilot AI changed the title Create 8 comprehensive issues for CIA integration, multi-language support, and election forecasting Clarify architectural roles: CIA as digital twin source, riksdagsmonitor as consumer Feb 4, 2026
@pethers pethers requested review from Copilot February 5, 2026 00:18
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Copilot wasn't able to review any files in this pull request.

@pethers pethers marked this pull request as ready for review February 5, 2026 00:20
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