Political Intelligence

Methodologies, templates, and the full daily analytical output of Riksdagsmonitor

Riksdagsmonitor produces evidence-based political intelligence for the Swedish Parliament and Government using a disciplined analytical framework. This index exposes the complete methodology library, the reusable analysis templates, and every daily intelligence artifact — each linked back to GitHub for full auditability.

22 Methodologies 40 Analysis Templates 51 Daily Analysis Artifacts 8743 artifacts

Methodologies

Browse the full directory on GitHub

Canonical frameworks that govern every analysis produced on the platform — from AI-driven protocols and political-risk scoring to threat, SWOT, and reference-quality standards.

Admiralty Rubric

Admiralty Rubric — reference document in the methodologies library.

admiralty-rubric.md

Open on GitHub

Ai Driven Analysis Guide

The canonical AI-driven analysis protocol used by every agentic workflow, with positive voice and colour-coded Mermaid diagrams.

ai-driven-analysis-guide.md

Open on GitHub

Analytical Supplementary Methodology

Supplementary analytical techniques layered on top of core methodologies for edge cases and specialised inquiries.

analytical-supplementary-methodology.md

Open on GitHub

Artifact Catalog

Catalog of every analytical artifact the platform can produce, with scope, inputs and expected deliverables.

artifact-catalog.md

Open on GitHub

Calibration Ledger

Calibration Ledger — reference document in the methodologies library.

calibration-ledger.md

Open on GitHub

Electoral Domain Methodology

Forecasting, coalition math and voter-segmentation framework specialised for Swedish elections.

electoral-domain-methodology.md

Open on GitHub

Imf Indicator Mapping

Mapping of IMF macroeconomic indicators into Riksdagsmonitor's political-economy analysis.

imf-indicator-mapping.md

Open on GitHub

Osint Tradecraft Standards

OSINT tradecraft standards: source evaluation, attribution, verification and GDPR-compliant collection.

osint-tradecraft-standards.md

Open on GitHub

Per Artifact Methodologies

Per-artifact methodology notes bridging generic frameworks with artifact-specific analytical rigor.

per-artifact-methodologies.md

Open on GitHub

Per Document Methodology

Document-level methodology guidance for annotating, scoring and contextualising parliamentary documents.

per-document-methodology.md

Open on GitHub

Political Classification Guide

Classification taxonomy for political content: actors, stances, risk surfaces and information-security classification.

political-classification-guide.md

Open on GitHub

Political Risk Methodology

Comprehensive political-risk scoring methodology integrating coalition stability, policy volatility and narrative risks.

political-risk-methodology.md

Open on GitHub

Political Style Guide

Political Style Guide — reference document in the methodologies library.

political-style-guide.json

Open on GitHub

Political Style Guide

Editorial and political style guide — tone, balance, attribution and multi-language considerations.

political-style-guide.md

Open on GitHub

Political Swot Framework

SWOT framework adapted for political actors, coalitions and policy positions.

political-swot-framework.md

Open on GitHub

Political Threat Framework

Threat-modelling framework for political actors and decision-making processes, including adversary mapping.

political-threat-framework.md

Open on GitHub

README

Overview and entry-point for the full methodology library.

README.md

Open on GitHub

Reference Quality Thresholds

Quantitative thresholds used to evaluate reference-source quality across every analysis.

reference-quality-thresholds.json

Open on GitHub

Strategic Extensions Methodology

Strategic extensions to core methodologies — scenario planning, wildcard analysis and long-horizon forecasting.

strategic-extensions-methodology.md

Open on GitHub

Structural Metadata Methodology

Structural metadata extraction methodology for every parliamentary document type.

structural-metadata-methodology.md

Open on GitHub

Synthesis Methodology

Synthesis methodology used to combine multiple artifacts into cohesive intelligence products.

synthesis-methodology.md

Open on GitHub

Worldbank Indicator Mapping

Mapping of World Bank development indicators into political-economic analysis.

worldbank-indicator-mapping.md

Open on GitHub

Analysis Templates

Browse the full directory on GitHub

Structured output templates used by every agentic workflow to guarantee consistent, Mermaid-rich, confidence-labeled intelligence products.

Analysis Index

Analysis Index — reference template in the templates library.

analysis-index.md

Open on GitHub

Coalition Mathematics

Coalition Mathematics — reference template in the templates library.

coalition-mathematics.md

Open on GitHub

Comparative International

Comparative International — reference template in the templates library.

comparative-international.md

Open on GitHub

Cross-Reference Map

Cross-Reference Map — reference template in the templates library.

cross-reference-map.md

Open on GitHub

Cross Run Diff

Cross Run Diff — reference template in the templates library.

cross-run-diff.md

Open on GitHub

Cross Session Intelligence

Cross Session Intelligence — reference template in the templates library.

cross-session-intelligence.md

Open on GitHub

Cycle Trajectory

Cycle Trajectory — reference template in the templates library.

cycle-trajectory.md

Open on GitHub

Data Download Manifest

Data Download Manifest — reference template in the templates library.

data-download-manifest.md

Open on GitHub

Devil's Advocate

Devil's Advocate — reference template in the templates library.

devils-advocate.md

Open on GitHub

Election 2026 Analysis

Election 2026 Analysis — reference template in the templates library.

election-2026-analysis.md

Open on GitHub

Election 2026 Analysis

Election 2026 Analysis — reference template in the templates library.

election-cycle-analysis.md

Open on GitHub

Executive Brief

Executive brief: concise 2-page decision-maker summary with top findings and recommendations.

executive-brief.md

Open on GitHub

Forward Indicators

Forward Indicators — reference template in the templates library.

forward-indicators.md

Open on GitHub

Historical Parallels

Historical Parallels — reference template in the templates library.

historical-parallels.md

Open on GitHub

Horizon Pir Rollforward

Horizon Pir Rollforward — reference template in the templates library.

horizon-pir-rollforward.md

Open on GitHub

Implementation Feasibility

Implementation Feasibility — reference template in the templates library.

implementation-feasibility.md

Open on GitHub

Intelligence Assessment

Intelligence Assessment — reference template in the templates library.

intelligence-assessment.md

Open on GitHub

Lagradet Tracking

Lagradet Tracking — reference template in the templates library.

lagradet-tracking.md

Open on GitHub

Mcp Reliability Audit

Mcp Reliability Audit — reference template in the templates library.

mcp-reliability-audit.md

Open on GitHub

Media Framing Analysis

Media Framing Analysis — reference template in the templates library.

media-framing-analysis.md

Open on GitHub

Methodology Reflection

Methodology Reflection — reference template in the templates library.

methodology-reflection.md

Open on GitHub

Parliamentary Season

Parliamentary Season — reference template in the templates library.

parliamentary-season.md

Open on GitHub

Per File Political Intelligence

Per File Political Intelligence — reference template in the templates library.

per-file-political-intelligence.md

Open on GitHub

Pestle Analysis

Pestle Analysis — reference template in the templates library.

pestle-analysis.md

Open on GitHub

Classification Results

Classification Results — reference template in the templates library.

political-classification.md

Open on GitHub

Political Stride Assessment

Political Stride Assessment — reference template in the templates library.

political-stride-assessment.md

Open on GitHub

Quantitative Swot

Quantitative Swot — reference template in the templates library.

quantitative-swot.md

Open on GitHub

README

Overview and entry-point for the full template library.

README.md

Open on GitHub

Reference Analysis Quality

Reference Analysis Quality — reference template in the templates library.

reference-analysis-quality.md

Open on GitHub

Risk Assessment

Risk assessment: enumerated risks with likelihood, impact, mitigations and monitoring indicators.

risk-assessment.md

Open on GitHub

Scenario Analysis

Scenario Analysis — reference template in the templates library.

scenario-analysis.md

Open on GitHub

Session Baseline

Session Baseline — reference template in the templates library.

session-baseline.md

Open on GitHub

Significance Scoring

Significance Scoring — reference template in the templates library.

significance-scoring.md

Open on GitHub

Stakeholder Perspectives

Stakeholder Perspectives — reference template in the templates library.

stakeholder-impact.md

Open on GitHub

SWOT Analysis

SWOT analysis: strengths, weaknesses, opportunities and threats mapped to actors or positions.

swot-analysis.md

Open on GitHub

Synthesis Summary

Synthesis Summary — reference template in the templates library.

synthesis-summary.md

Open on GitHub

Threat Analysis

Threat analysis: adversary mapping, attack surfaces and defence priorities.

threat-analysis.md

Open on GitHub

Voter Segmentation

Voter Segmentation — reference template in the templates library.

voter-segmentation.md

Open on GitHub

Wildcards Blackswans

Wildcards Blackswans — reference template in the templates library.

wildcards-blackswans.md

Open on GitHub

Workflow Audit

Workflow Audit — reference template in the templates library.

workflow-audit.md

Open on GitHub

Daily Analysis Artifacts

Browse every analysis day on GitHub

Every artifact published under analysis/daily/, grouped by date and content stream (propositions, motions, interpellations, committee reports, evening analysis, realtime snapshots, deep inspections, and more).

Most recent analysis days

Earlier analysis days (37) — Show more

2026-05-02

28 artifacts Open on GitHub

Year Ahead 28
Analytical content stream: Year Ahead.
Show individual artifacts (28)

2026-05-01

251 artifacts Open on GitHub

2026-04-30

287 artifacts Open on GitHub

2026-04-29

322 artifacts Open on GitHub

2026-04-28

225 artifacts Open on GitHub

2026-04-27

260 artifacts Open on GitHub

2026-04-26

323 artifacts Open on GitHub

2026-04-25

73 artifacts Open on GitHub

2026-04-24

165 artifacts Open on GitHub

2026-04-23

140 artifacts Open on GitHub

2026-04-22

178 artifacts Open on GitHub

2026-04-21

138 artifacts Open on GitHub

2026-04-20

130 artifacts Open on GitHub

2026-04-19

80 artifacts Open on GitHub

2026-04-18

72 artifacts Open on GitHub

2026-04-17

155 artifacts Open on GitHub

2026-04-16

186 artifacts Open on GitHub

2026-04-15

114 artifacts Open on GitHub

2026-04-14

194 artifacts Open on GitHub

2026-04-13

196 artifacts Open on GitHub

2026-04-12

9 artifacts Open on GitHub

Monthly Review 9
Monthly review synthesising the month's political and legislative developments.
Show individual artifacts (9)

2026-04-11

18 artifacts Open on GitHub

Evening Analysis 9
Evening analysis synthesising the day's parliamentary and government developments.
Show individual artifacts (9)
Weekly Review 9
Weekly review synthesising the week's political and legislative developments.
Show individual artifacts (9)

2026-04-10

157 artifacts Open on GitHub

2026-04-09

136 artifacts Open on GitHub

2026-04-08

223 artifacts Open on GitHub

2026-04-07

120 artifacts Open on GitHub

2026-04-06

131 artifacts Open on GitHub

2026-04-05

18 artifacts Open on GitHub

Realtime 12:12 18
Realtime snapshot capturing the parliamentary and government state at a specific time.
Show individual artifacts (18)

2026-04-04

28 artifacts Open on GitHub

Realtime 12:12 19
Realtime snapshot capturing the parliamentary and government state at a specific time.
Show individual artifacts (19)
Weekly Review 9
Weekly review synthesising the week's political and legislative developments.
Show individual artifacts (9)

2026-04-03

130 artifacts Open on GitHub

Committee Reports 13
Parliamentary committee reports (betänkanden) and recommendations.
Show individual artifacts (13)
Deep Inspection 11
Deep inspection — long-form structured analysis of a focused topic.
Show individual artifacts (11)
Evening Analysis 9
Evening analysis synthesising the day's parliamentary and government developments.
Show individual artifacts (9)
Interpellations 11
Interpellations — formal ministerial questions and responses.
Show individual artifacts (11)
Motions 9
Member motions (bills and proposals introduced by MPs).
Show individual artifacts (9)
Propositions 9
Government propositions (bills tabled by the Cabinet).
Show individual artifacts (9)
Realtime 10:18 21
Realtime snapshot capturing the parliamentary and government state at a specific time.
Show individual artifacts (21)
Realtime 14:16 19
Realtime snapshot capturing the parliamentary and government state at a specific time.
Show individual artifacts (19)
Realtime 22:00 19
Realtime snapshot capturing the parliamentary and government state at a specific time.
Show individual artifacts (19)
Week Ahead 9
Week-ahead prospective coverage of scheduled parliamentary activity.
Show individual artifacts (9)

2026-04-02

77 artifacts Open on GitHub

Committee Reports 9
Parliamentary committee reports (betänkanden) and recommendations.
Show individual artifacts (9)
Documents 18
Raw source documents and supporting materials for this stream.
Show individual artifacts (18)
Interpellations 11
Interpellations — formal ministerial questions and responses.
Show individual artifacts (11)
Propositions 9
Government propositions (bills tabled by the Cabinet).
Show individual artifacts (9)
Realtime 10:24 16
Realtime snapshot capturing the parliamentary and government state at a specific time.
Show individual artifacts (16)
Realtime 14:28 14
Realtime snapshot capturing the parliamentary and government state at a specific time.
Show individual artifacts (14)

2026-04-01

130 artifacts Open on GitHub

2026-03-31

156 artifacts Open on GitHub

2026-03-30

61 artifacts Open on GitHub

2026-03-28

0 artifacts Open on GitHub

2026-03-27

51 artifacts Open on GitHub

2026-03-26

17 artifacts Open on GitHub

Propositions 17
Government propositions (bills tabled by the Cabinet).
Show individual artifacts (17)

Frequently Asked Questions

What is political intelligence?

Political intelligence is the systematic collection, analysis and reporting of public-source information about parliamentary and governmental activity, applied here to the Swedish Riksdag and Regeringen.

How are the analyses generated?

Each analysis follows the AI-FIRST principle: a GitHub Copilot agent produces a first-pass analysis and then re-reads the entire output to refine every section. Minimum two complete iterations are required before publishing.

What does AI-FIRST mean?

AI-FIRST means we never accept first-pass quality. Every analysis is fully re-evaluated and improved at least once, and the workflow uses its full 60-minute budget — not stopping early on shallow output.

Are the sources auditable?

Yes. Every methodology, template, and daily artifact links back to its source file on GitHub. Anyone can replay the agentic workflow and verify the OSINT/INTOP chain end-to-end.

Which methodologies are used?

The platform applies STRIDE / SWOT / Devil's Advocacy / Red Team analysis plus Riksdagsmonitor-specific frameworks (political-risk scoring, coalition mathematics, vintage-aware IMF economic context).

📚 Methodologies

📋 Analysis Templates

📅 Daily Analysis Artifacts

Most recent analysis days

❓ Frequently Asked Questions

Methodologies

Analysis Templates

Daily Analysis Artifacts

Frequently Asked Questions