prospective-news-coverage

name	prospective-news-coverage
description	Future event coverage, agenda analysis, calendar tracking, predictive reporting for upcoming political developments
license	Apache-2.0

📅 Prospective News Coverage Skill

🔴 AI FIRST Quality Principle

This skill MUST be applied with the AI FIRST principle: never accept first-pass quality. ALL analysis and content MUST go through minimum 2 complete iterations. After first pass, read ALL output back completely and systematically improve every section — strengthen evidence, deepen analysis, add specific citations, broaden perspectives. Spend ALL allocated time on real work. Single-pass output is NEVER acceptable. NO SHORTCUTS.

Purpose

Provides expertise in covering future political events, analyzing agendas, tracking calendars, and producing predictive journalism that helps readers understand what's coming next in Swedish politics. Complements retrospective reporting with forward-looking analysis.

Core Principles

1. Forward-Looking - Anticipate significant developments before they occur
2. Calendar-Driven - Track official schedules systematically
3. Agenda Analysis - Understand what's planned and why it matters
4. Context-Rich - Explain significance of upcoming events
5. Predictive - Evidence-based forecasting of outcomes

This Skill Enforces

• Calendar monitoring - Riksdag, Government, agency schedules
• Agenda analysis - Committee meetings, planned votes, consultations
• Event preview - What to watch for, why it matters, expected outcomes
• Trend forecasting - Based on historical patterns and current dynamics
• Stakeholder mapping - Who will be involved, what are their positions
• Impact assessment - How upcoming events affect policy/politics

Key Information Sources

Riksdag Calendars

• Plenary Sessions - Weekly schedule, voting calendar
• Committee Meetings - 15 committees, public agendas
• Question Time - Scheduled minister appearances
• Interpellation Debates - Planned parliamentary questions
• Budget Calendar - Fiscal year schedule, amendment deadlines

Government Schedules

• Cabinet Meetings - Thursdays (decisions published Fridays)
• Press Conferences - Ministerial announcements
• Consultations - Stakeholder input periods (remiss)
• Policy Launches - Planned legislative proposals
• International Commitments - EU meetings, bilateral summits

Agency Actions

• Regulatory Deadlines - Comment periods, final rules
• Report Publications - Annual reports, audits, investigations
• Public Hearings - Consultation events, expert testimony
• Enforcement Actions - Scheduled compliance reviews
• Appointments - Director-general nominations

International Calendar

• EU Council - Scheduled ministerial meetings
• European Parliament - Legislative calendars
• Nordic Cooperation - Council meetings
• UN/OECD - International commitments
• Bilateral Summits - State visits, trade negotiations

When to Use This Skill

Daily News Planning

• Identify next day's/week's key events
• Plan reporter assignments
• Prepare background research
• Schedule interviews with key stakeholders

Weekly Preview Articles

• "Week Ahead in Swedish Politics"
• Highlight most significant upcoming events
• Provide context and stakeholder positions
• Forecast likely outcomes

Monthly Outlook

• Major legislative milestones
• Budget cycle developments
• International commitments
• Agency regulatory actions

Annual Planning

• Electoral calendar
• Budget cycle timeline
• Legislative session overview
• International commitments

Examples

Committee Meeting Preview

**Preview: Finance Committee Budget Hearing - February 11, 2026**

## What's Happening

The Finance Committee convenes Tuesday (10:00-16:00) to review the 
Government's spring budget amendment, focusing on healthcare spending 
increases proposed by the new Finance Minister.

## The Agenda

**10:00-12:00**: Ministerial Presentation
- Finance Minister Anna Svensson's first major committee appearance
- Proposal: +8.5 billion SEK healthcare funding (2026-2027)
- Funding source: Tax revenue revision (stronger economy) + reallocation

**13:00-14:30**: Expert Testimony
- National Audit Office: Fiscal sustainability assessment
- Health Economics Institute: Healthcare system capacity analysis
- Trade Union Confederation (LO): Impact on public sector wages

**14:30-16:00**: Opposition Response
- Social Democrats: Expected to propose larger increase (+12 billion SEK)
- Sweden Democrats: May support with conditions on immigration healthcare
- Left Party: Critical of funding source (prefer wealth tax)

## Why It Matters

**Political Test**: First major negotiation for new Finance Minister. Her 
predecessor failed to manage coalition tensions, leading to resignation. 
Success here critical for government stability.

**Coalition Dynamics**: Healthcare spending divides coalition partners. 
Christian Democrats want more for eldercare, Liberals want more for 
maternal health. Compromise difficult.

**Budget Implications**: Spring amendment sets tone for fall budget. If 
this fails, confidence in government's fiscal management eroded.

## What to Watch

**Svensson's Performance**: Can she navigate committee questioning better 
than predecessor? Watch for technical command and political savvy.

**Coalition Unity**: Do government MPs present united front or reveal 
divisions? Any public disagreement signals instability.

**Opposition Strategy**: Do Social Democrats and Sweden Democrats 
coordinate? Coalition stability depends on preventing this alliance.

## Expected Outcome

**Likely**: Amendment passes with minor modifications (85% probability)
 Social Democrats may abstain rather than actively oppose
 Sweden Democrats likely to negotiate concessions

: Significant delays or rejection (15% probability)
 Would trigger coalition crisis
 New Finance Minister's position untenable
 Early election speculation

: Committee vote February 18, Plenary vote February 25

Week Ahead Format

# Week Ahead: Swedish Politics (February 10-16, 2026)

## Top 3 Events This Week

### 1. Finance Committee Budget Hearing (Tuesday)
**Significance**: ⭐⭐⭐⭐⭐ (Critical)
**Topic**: Healthcare spending amendment (+8.5B SEK)
**Why**: Tests new Finance Minister, coalition stability
**Watch**: Committee questioning, coalition unity, opposition tactics

### 2. Climate Act Amendments Vote (Wednesday)
**Significance**: ⭐⭐⭐⭐ (Major)
**Topic**: Green Party-sponsored stricter emission targets
**Why**: Coalition flashpoint, Green Party leverage test
**Watch**: Defections from coalition, Sweden Democrat position

### 3. Electoral Reform Hearing (Thursday)
**Significance**: ⭐⭐⭐ (Moderate)
**Topic**: Voting age reduction to 16, district size reform
**Why**: Long-term democratic implications
**Watch**: Youth organization testimony, cross-party consensus

## International Context

### EU Finance Ministers (Feb 14-15, Brussels)
**Sweden's Role**: Present position on fiscal compact revision
**Significance**: New Finance Minister's international debut
**Context**: Preparing for Swedish EU presidency (2026 H2)

## Myndigheter Watch

### Swedish Transport Agency
**Expected**: Mid-week decision on railway privatization rules
**Significance**: Coalition partners divided, industry lobbying intense
**Impact**: Infrastructure policy direction for next decade

## Long-Term Trends to Monitor

- **Coalition Stability**: New Finance Minister, healthcare spending tensions
- **Climate Policy**: Green Party leverage, opposition positioning
- **Electoral Reform**: Youth engagement, democratic participation
 : Swedish priorities, stakeholder alignment

Predictive Analysis Techniques

Pattern Recognition

• Historical analogies - Similar past situations and outcomes
• Cyclical patterns - Budget cycles, electoral calendars
• Seasonal trends - Legislative activity patterns
• Actor behavior - Predictable responses from parties/individuals

Stakeholder Mapping

• Position identification - Who wants what
• Power assessment - Who has leverage
• Coalition analysis - Potential alliances
• Veto players - Who can block outcomes

Scenario Analysis

• Base case - Most likely outcome (70-80% probability)
• Best case - Optimistic scenario (10-15% probability)
• Worst case - Pessimistic scenario (10-15% probability)
• Black swan - Low probability, high impact (<5%)

Indicators to Track

• Leading indicators - Early signals of change
• Lagging indicators - Confirmation of trends
• Coincident indicators - Real-time developments
• Contrarian indicators - Signals that common wisdom is wrong

Quality Standards

Preview Article Checklist

• Official schedule/agenda verified from primary source
• Significance clearly explained (why readers should care)
• Key stakeholders identified with positions
• Historical context provided
• Multiple scenarios outlined with probabilities
• Indicators to watch specified
• Next steps clearly stated
• Sources cited (on-record and background)

Prediction Calibration

• Track prediction accuracy over time
• Document confidence levels (high/medium/low)
• Explain when predictions fail (post-mortem)
• Adjust forecasting models based on results
• Maintain prediction database for accountability

Remember

• Calendars are public - Riksdag/Government schedules accessible online
• Agendas matter - What's on the agenda reveals priorities
• Context is key - Explain why upcoming events matter
• Probabilities, not certainties - Use confidence levels
• Multiple scenarios - Acknowledge uncertainty
• Track accuracy - Prediction accountability builds credibility
• Stakeholder positions - Map actors and their interests
• Historical patterns - Learn from past analogous situations
• International context - Swedish events don't occur in vacuum
• Long-term trends - Connect events to broader trajectories

References

• Riksdag Calendar and Schedules
• Government Press Office Calendar
• EU Council Meeting Calendar
• Nordic Council Meeting Schedule
• Myndigheter Public Consultations
• Parliamentary Committee Agendas

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Use this skill when: Planning news coverage, writing "week ahead" previews, analyzing upcoming committee meetings, forecasting political developments, or helping readers understand what's coming next in Swedish politics.

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🔗 Integration with agentic workflows & analysis artifacts

This skill is consumed by the 11 agentic news workflows in .github/workflows/news-*.md. The authoritative contract lives in .github/prompts/README.md; this skill supplies domain expertise on top of that contract.

• Analysis product → ai-driven-analysis-guide.md + every template in analysis/templates/.
• Required before any article: 9 core artifacts (14 for Tier-C) in analysis/daily/$ARTICLE_DATE/$SUBFOLDER/; 05-analysis-gate.md is the single blocking gate.
• gh-aw v0.69.3 docs: abridged · complete · blog series.

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🔭 Horizon stratification

Authoritative source: .github/prompts/ext/long-horizon-forecasting.md. Runtime helper: scripts/horizon-context.ts.

Prospective news coverage maps directly to the canonical horizon bands for forward-look articles:

Band	Days	WEP language ceiling	Prospective-coverage application
72h	3	very likely / very unlikely	Next-day event previews (confirmed agenda items)
week	7	likely / unlikely	"Week Ahead" articles — committee meetings, plenary schedule
month	30	likely / unlikely	"Month Ahead" outlook — budget cycle, consultation deadlines
quarter	90	roughly even / about even	Quarterly outlook — session-level legislative forecast
year	365	roughly even; stronger requires ≥ 3 cycle-aged sources	Annual outlook — cross-session strategic forecast (IMF T+1)
cycle	1460	roughly even / unlikely; never likely without ≥ 3 cycle-aged sources	Cycle-level preview — long-range political trajectory
election	1460	scenario-driven; coalition outcomes never above "likely"	Election-cycle preview — multi-scenario coalition forecasts (IMF T+5)

Cycle-rollover rules (±30 days of election anchor) are defined in .github/prompts/ext/cycle-rollover.md.