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Swedish government agencies coverage, regulatory actions, enforcement monitoring, agency performance assessment
license
Apache-2.0
🏛️ Myndigheter Monitoring Skill
🔴 AI FIRST Quality Principle
Apply the AI FIRST principle: never accept first-pass quality. Minimum 2 iterations. Read all output, improve every section. No shortcuts.
Purpose
Provides expertise in covering Swedish government agencies (Myndigheter), their regulatory actions, enforcement activities, and performance. Essential for comprehensive government coverage beyond Riksdag and Regeringen, focusing on implementation and administration.
Core Principles
Implementation Matters - Agencies translate policy into reality
The Statskontoret enrichment layer provides empirical agency-capacity evidence beneath document-level analysis. Use it whenever an implementation-feasibility.md artifact names a specific agency (Kriminalvården, Polismyndigheten, Försäkringskassan, etc.) and a feasibility claim needs grounding in published capacity data.
Look up the agency in data/statskontoret/index.json (or via a bash search on www.statskontoret.se).
Populate the Statskontoret relevance row in the Feasibility Context table with the matched entry's URL and title.
Cite the entry in the 🏛️ Administrative feasibility section, following the established "Statskontoret overlay" pattern.
If no entry matches, search https://www.statskontoret.se/publikationer/ and record "none found".
CLI (fetch & persist)
# Discover downloadable links for the agency register
tsx scripts/statskontoret-fetch.ts discover --source myndighetsforteckning
# Fetch agency headcount workbook (once a URL is discovered)
tsx scripts/statskontoret-fetch.ts headcount --url <xlsx-url> --persist
# Budget outturn
tsx scripts/statskontoret-fetch.ts budget-outturn --url <xlsx-url> --source arsutfall --persist
Cache TTL
Statskontoret reports are slow-moving; refresh the index at most once every 30 days. The cached_at timestamp in each entry tracks the last verification.
Required behaviour for implementation-feasibility
When an agency is named in implementation-feasibility.md:
The Feasibility Context table MUST include a populated Statskontoret relevance row (URL or "none found").
The Administrative feasibility section MUST cite the Statskontoret entry or explicitly state no relevant report was found.
Both fields are enforced by the analysis gate (05-analysis-gate.md Check 9b).
Remember
Agencies matter - They implement policy, affect daily life directly
Regulatory process - Understand rulemaking, consultation, finalization
Performance data - Use official metrics, but question methodology
Stakeholder voices - Include citizens, experts, civil society
Public interest - Agencies serve citizens, not themselves
Statskontoret Data Integration
Statskontoret (Swedish Agency for Public Management) publishes open data that provides
authoritative, Admiralty-A1 ground truth for government-body context. Use this data
before relying on estimates or secondary sources when writing about agency headcounts,
organisational structures or central-government budget execution.
Available Datasets
Dataset key
Title
Cadence
Primary use
myndighetsforteckning
Myndighetsförteckning — öppna data
Annual
Headcount by department & leadership form (2007–present)
The cached library helper is invoked from TypeScript code (see "Cached Fetch Module"
below). For ad-hoc CLI use, the statskontoret-fetch.ts wrapper is the entrypoint:
The fetch-statskontoret.ts module provides a 30-day TTL cache layer over the raw
HTTP client, making it suitable for agentic workflows that run daily but should only
re-download large Excel workbooks every 30 days:
On network failure the module automatically falls back to the most recent stale cache
entry, ensuring workflows remain resilient to temporary outages.
Data Provenance Rule
Any implementation-feasibility or agency-context analysis that names a Swedish
government body must annotate the headcount or budget figure with a
Statskontoret source citation:
Admiralty grade for own-Statskontoret publications: A1 (official statistics,
primary public record).
Network Allowlist
www.statskontoret.se and statskontoret.se are included in the network.allowed
list of all 11 news-*.md agentic workflow files. No additional configuration is
required.
Use this skill when: Covering Swedish government agencies, analyzing regulatory actions, investigating agency performance, tracking enforcement activities, or assessing public sector accountability and effectiveness.