📆 Session Baseline Template — Kammarens Kalender & Antagna Texter

📌 Template Instructions — Copy to analysis/daily/$ARTICLE_DATE/$SUBFOLDER/session-baseline.md. Used by weekly-review, monthly-review, motions (quarterly aggregation), propositions and any aggregation workflow. See per-artifact-methodologies.md §session-baseline.

🎯 Purpose — The comprehensive, structured fact layer of which Riksdag plenary sittings and committee sessions took place during the period, how long they sat, and which texts they adopted. Distinct from historical-parallels.md (metric trending). This is the calendar + roster — data-dense, low-prose — that every other artifact in the run points back to.

🔄 Tradecraft Context

F3EAD stage — Find + Fix: this is the primary evidence-gathering artifact; all other artifacts cite back to it for dates, dok_ids, vote counts, and actor names
Scope discipline — Record every sitting and committee session in the covered period discretely; do not aggregate across sessions when individual session data is available
Evidence standard — Source-grounded, structured, and low-inference; prioritise dates, durations, adopted texts, counts, chairing/session metadata over narrative prose
Gap handling — If source material is incomplete or ambiguous, note the gap explicitly ([DATA GAP: source returned zero rows]) rather than inferring missing details; flag in mcp-reliability-audit.md §Failure analysis
Cross-reference baseline — Every dok_id cited here must resolve via get_dokument; every MP reference must carry an intressent_id
MCP tools — get_calendar_events, search_dokument, search_voteringar, search_anforanden, get_betankanden, get_propositioner, get_motioner, get_fragor, get_interpellationer, search_regering

📐 Template Contract — every fill of this template MUST satisfy this row.

Slot Value

Owning methodology per-artifact-methodologies.md

Owning gate check Supplementary (Tier-C aggregation) — see 05-analysis-gate.md

Required inputs 30 prior runs of same article type

Horizon band per-run (per scripts/horizon-context.ts)

Output family Operational Supplementary

Aggregation order appended (alphabetical, after canonical block) (see scripts/render-lib/aggregator/order.ts)

Reader Intelligence Guide row generated from session-baseline.md (see scripts/render-lib/aggregator/reader-guide.ts)

Canonical evidence anchor | claim | evidence (dok_id / vote / MP intressent_id / primary-source URL) | retrieved_at | confidence | — every analytical claim row uses this schema.

Cross-reference: README.md §Template ↔ Methodology ↔ Gate-Check Matrix.

Slot	Value
Owning methodology	`per-artifact-methodologies.md`
Owning gate check	Supplementary (Tier-C aggregation) — see `05-analysis-gate.md`
Required inputs	30 prior runs of same article type
Horizon band	per-run (per `scripts/horizon-context.ts`)
Output family	Operational Supplementary
Aggregation order	appended (alphabetical, after canonical block) (see `scripts/render-lib/aggregator/order.ts`)
Reader Intelligence Guide	row generated from `session-baseline.md` (see `scripts/render-lib/aggregator/reader-guide.ts`)
Canonical evidence anchor	`\| claim \| evidence (dok_id / vote / MP intressent_id / primary-source URL) \| retrieved_at \| confidence \|` — every analytical claim row uses this schema.

📋 Run Context

Field	Value
Date	`[REQUIRED: YYYY-MM-DD]`
Run ID	`[REQUIRED: {type}-run{N}]`
Analysis Directory	`[REQUIRED: analysis/daily/YYYY-MM-DD/{type}-run{N}/]`
Article Type	`[REQUIRED]`
Riksmöte	`[REQUIRED: e.g. 2025/26]`
Period Covered	`[REQUIRED: e.g. Week 17 (20-26 April 2026)]`
Kammaren sittings	`[REQUIRED: total # in period]`
Committee sessions	`[REQUIRED: total # in period]`
Antagna betänkanden	`[REQUIRED: total # in period]`
Total voteringar	`[REQUIRED: total # in period]`

1️⃣ Kammaren (Plenary Sittings)

Record each sitting separately. Populate from get_calendar_events (org=kammaren) and search_dokument.

Sitting 1 — `[REQUIRED: date]`

Field	Detail
Datum	`[REQUIRED: YYYY-MM-DD]`
Plats	`Riksdagshuset, Stockholm`
Starttid / sluttid	`[REQUIRED: HH:MM–HH:MM]`
Duration	`[REQUIRED: decimal hours, e.g. 6.5 h]`
Antagna betänkanden	`[REQUIRED: #]`
Voteringar (roll-call)	`[REQUIRED: #]`
Anföranden	`[REQUIRED: #]`
Huvudtema	`[REQUIRED: 1-line summary of dominant legislative focus]`
Talman (chair)	`[REQUIRED: name + party]`
Vice talman	`[if relevant]`
Calendar source	`get_calendar_events dok_id or event_id`

Key vote(s) this sitting

Voteringsnummer	Beteckning	Ämne	Resultat (J–N–A–F)	Party-block pattern	Margin
`[REQUIRED]`	`[REQUIRED]`	`[1-line]`	`[#–#–#–#]`	`[e.g. Tidö vs S+V+MP+C]`	`[#]`

(Repeat §1 block for each sitting in the period; add Sitting 2, Sitting 3, etc.)

2️⃣ Utskott (Committee) Sessions

Populate from get_calendar_events (org=UTSK), get_betankanden, and direct committee-page queries.

Utskott	Datum	Tid	Typ (beslutsmöte/sammanträde)	Dagordning	Antagna betänkanden	Ordförande	Party	Source
`[e.g. FiU]`	`[YYYY-MM-DD]`	`[HH:MM]`	`[REQUIRED]`	`[1-line]`	`[#]`	`[name + intressent_id]`	`[party]`	`[get_betankanden dok_id]`

Committee composition snapshot (updated when change occurs)

Utskott	Ordförande (party)	Vice ordförande (party)	Majority block	Minority parties
`[FiU]`	`[name (M)]`	`[name (S)]`	`[M+KD+L+SD]`	`[S, V, MP, C]`
`[…]`

3️⃣ Adopted Texts Roster

All rows must resolve via get_dokument. Flag any row that fails resolution in §8 Data Quality.

`dok_id`	Title	Typ	Föredragande utskott	Voteringsresultat	Majoritet	Länk
`[REQUIRED: e.g. H901FiU1]`	`[REQUIRED]`	`[bet / prop / mot / skr]`	`[utskott abbrev]`	`[J/N/A/F counts]`	`[Ja/Nej/bifall/avslag]`	`[riksdagen.se URL]`

Period totals:

Betänkanden adopted: [#] (unanimous: [#]; contested: [#]; one-vote margin: [#])
Propositioner referred to committee: [#]
Motioner filed: [#]

4️⃣ Votering Summary

Top 10 by salience (sort by margin desc or political significance)

#	Voteringsnummer	Beteckning	Ämne	Resultat (J–N–A–F)	Margin	Party-block pattern	Pivotal defectors
1	`[REQUIRED]`	`[REQUIRED]`	`[REQUIRED]`	`[#–#–#–#]`	`[#]`	`[Tidö vs opposition]`	`[name + party + intressent_id if any]`
2
3

Discipline matrix (by party)

Source: search_voteringar grouped by parti. Discipline = (MPs voting with party caucus majority / MPs casting a vote) × 100.

Party	Seats in kammaren	Votes cast	Discipline %	Break-aways (# MPs)	Break-away names (intressent_id)
S	107	`[#]`	`[%]`	`[#]`	`[names if any]`
M	68	`[#]`	`[%]`	`[#]`	`[names if any]`
SD	73	`[#]`	`[%]`	`[#]`	`[names if any]`
V	24	`[#]`	`[%]`	`[#]`	`[names if any]`
MP	18	`[#]`	`[%]`	`[#]`	`[names if any]`
C	24	`[#]`	`[%]`	`[#]`	`[names if any]`
L	16	`[#]`	`[%]`	`[#]`	`[names if any]`
KD	19	`[#]`	`[%]`	`[#]`	`[names if any]`

Period average party discipline: [overall %] Most-disciplined party: [party, %] Least-disciplined party: [party, %; note if low discipline correlates with specific issue]

Coalition arithmetic tracker

Vote	Coalition votes (J)	Opposition votes (N)	Majority line (175)	Margin	Bloc pattern
`[top 3 contested votes]`	`[#]`	`[#]`	175	`[J - 175]`	`[M+KD+L+SD / S+V+MP+C / split]`

5️⃣ Interpellationer & Skriftliga Frågor

Source: get_interpellationer and get_fragor. Record all in period; highlight politically significant ones.

Typ	Nr	Avsändare	Party	Mottagare (minister)	Departement	Ämne	Status	Datum ställd	Datum besvarad
`[interpellation / skriftlig fråga]`	`[YYYY:N]`	`[MP + intressent_id]`	`[party]`	`[minister + titel]`	`[Fi / Ju / UD…]`	`[1-line]`	`[ställd / besvarad / utgår]`	`[YYYY-MM-DD]`	`[YYYY-MM-DD or —]`

Period totals — Interpellationer: [#] (besvarade: [#], utgångna: [#]). Skriftliga frågor: [#] (besvarade: [#]).

Most-active interpellant: [name + party + intressent_id] ([#] interpellationer in period).

6️⃣ Regeringens Aktivitet under Perioden

Source: search_regering and get_regering_document.

Datum	Dokumenttyp	Titel	Departement	Avsändande minister	Länk
`[REQUIRED]`	`[prop / skr / SOU / Ds / remiss / pressmeddelande]`	`[REQUIRED]`	`[e.g. Fi / Ju / UD]`	`[minister name + title]`	`[regeringen.se URL]`

Riksråd (government decisions) of note:

Datum	Ärende	Beslutsdepartement	Significance	URL
`[YYYY-MM-DD]`	`[1-line]`	`[abbrev]`	`[1–5]`	`[URL]`

7️⃣ EU-Agenda Interface

Record any EU-level developments (COM proposals, Council of EU decisions, EP votes, ECOFIN/Eurogroup) that directly interface with the period's Riksdag/Riksdag agenda. This section establishes the EU political context for downstream PESTLE §Legal and §Economic analysis.

EU event	Date	Institution	Instrument / CELEX	Swedish Riksdag interface	Responsible utskott
`[e.g. COM proposal published]`	`[YYYY-MM-DD]`	`[COM / EP / Council]`	`[COM(YYYY)N / CELEX]`	`[Riksdag EUN discussion / prop. referral / UU betänkande]`	`[UU / EUN / sector utskott]`

8️⃣ Budget Cycle Position

Locate the current period within the Swedish budget cycle. This informs downstream risk-assessment §Fiscal and scenario-analysis horizon calibration.

Budget milestone	Date	Status	Responsible actor
Vårpropositionen (Spring fiscal bill)	`[YYYY-MM-DD]`	`[planned / submitted / adopted / past]`	Finansdepartementet
Budgetpropositionen (Autumn budget)	`[YYYY-MM-DD]`	`[planned / submitted / adopted / past]`	Finansdepartementet
Rambeslutet (Framework decision)	`[YYYY-MM-DD]`	`[planned / adopted / past]`	Riksdag FiU
Anslagsbeslutet (Appropriation decision)	`[YYYY-MM-DD]`	`[planned / adopted / past]`	Riksdag kammaren
Finanspolitiska rådet annual report	`[YYYY-MM-DD]`	`[published / pending]`	FPR

Current fiscal cycle position: [describe: e.g. "Post-Vårproposition; pre-Budgetpropositionen; FiU reviewing spring supplement amendments"]

9️⃣ Speaker (Anföranden) Statistics

Source: search_anforanden grouped by party and talare.

Party	# Anföranden	Top speaker	# Speeches	Dominant topic
S	`[#]`	`[name + intressent_id]`	`[#]`	`[1-line]`
M	`[#]`	`[name]`	`[#]`	`[1-line]`
SD	`[#]`	`[name]`	`[#]`	`[1-line]`
V	`[#]`	`[name]`	`[#]`	`[1-line]`
MP	`[#]`	`[name]`	`[#]`	`[1-line]`
C	`[#]`	`[name]`	`[#]`	`[1-line]`
L	`[#]`	`[name]`	`[#]`	`[1-line]`
KD	`[#]`	`[name]`	`[#]`	`[1-line]`

Government representative anföranden: [# speeches by statsråd] Longest debate: [topic, date, total speeches] Most contested debate: [topic, date, # interruptions / repliker]

🔟 Data Source Coverage

Source	MCP tool	Rows contributed	Freshness (last retrieval ts)	Status	Notes
Plenary calendar	`get_calendar_events`	`[#]`	`[ts]`	`[✅/⚠️/❌]`	—
Document register	`search_dokument`	`[#]`	`[ts]`	`[✅/⚠️/❌]`	—
Vote records	`search_voteringar`	`[#]`	`[ts]`	`[✅/⚠️/❌]`	—
Speech records	`search_anforanden`	`[#]`	`[ts]`	`[✅/⚠️/❌]`	—
Committee reports	`get_betankanden`	`[#]`	`[ts]`	`[✅/⚠️/❌]`	—
Propositions	`get_propositioner`	`[#]`	`[ts]`	`[✅/⚠️/❌]`	—
Motions	`get_motioner`	`[#]`	`[ts]`	`[✅/⚠️/❌]`	—
Written questions	`get_fragor`	`[#]`	`[ts]`	`[✅/⚠️/❌]`	—
Interpellations	`get_interpellationer`	`[#]`	`[ts]`	`[✅/⚠️/❌]`	—
Government docs	`search_regering`	`[#]`	`[ts]`	`[✅/⚠️/❌]`	—

Any source returning zero rows when it should not → flag in mcp-reliability-audit.md §Failure analysis with the exact error and timestamp.

1️⃣1️⃣ Data Quality Checklist

🔗 Cross-References

Methodology: ../methodologies/per-artifact-methodologies.md#session-baseline
Pair with: cross-session-intelligence.md (narrative) + historical-parallels.md (trend) + coalition-mathematics.md (vote arithmetic)
Operational log: mcp-reliability-audit.md (data quality issues flagged here appear there)
Source tools: riksdag-regering MCP (see ../../.github/prompts/02-mcp-access.md)
Budget context: analysis/imf/README.md for IMF fiscal vintage used in §8

Template version: v2.0 · Last updated: 2026-04-25

✅ Pass-2 Self-Audit Checklist (v4.4 — required)

Purpose: AI-FIRST principle requires a Pass-2 read-back-and-improve. After producing this artifact in Pass 1, re-read it end-to-end and verify each item below. Document any remediation in methodology-reflection.md §"Pass-2 audit log". Any unchecked ❌ box at the end of Pass 2 forces a Pass-3 rewrite of the affected section.

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📆 Session Baseline Template — Kammarens Kalender & Antagna Texter

🔄 Tradecraft Context

📋 Run Context

1️⃣ Kammaren (Plenary Sittings)

Sitting 1 — `[REQUIRED: date]`

Key vote(s) this sitting

2️⃣ Utskott (Committee) Sessions

Committee composition snapshot (updated when change occurs)

3️⃣ Adopted Texts Roster

4️⃣ Votering Summary

Top 10 by salience (sort by margin desc or political significance)

Discipline matrix (by party)

Coalition arithmetic tracker

5️⃣ Interpellationer & Skriftliga Frågor

6️⃣ Regeringens Aktivitet under Perioden

7️⃣ EU-Agenda Interface

8️⃣ Budget Cycle Position

9️⃣ Speaker (Anföranden) Statistics

🔟 Data Source Coverage

1️⃣1️⃣ Data Quality Checklist

🔗 Cross-References

✅ Pass-2 Self-Audit Checklist (v4.4 — required)

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📆 Session Baseline Template — Kammarens Kalender & Antagna Texter

🔄 Tradecraft Context

📋 Run Context

1️⃣ Kammaren (Plenary Sittings)

Sitting 1 — [REQUIRED: date]

Key vote(s) this sitting

2️⃣ Utskott (Committee) Sessions

Committee composition snapshot (updated when change occurs)

3️⃣ Adopted Texts Roster

4️⃣ Votering Summary

Top 10 by salience (sort by margin desc or political significance)

Discipline matrix (by party)

Coalition arithmetic tracker

5️⃣ Interpellationer & Skriftliga Frågor

6️⃣ Regeringens Aktivitet under Perioden

7️⃣ EU-Agenda Interface

8️⃣ Budget Cycle Position

9️⃣ Speaker (Anföranden) Statistics

🔟 Data Source Coverage

1️⃣1️⃣ Data Quality Checklist

🔗 Cross-References

✅ Pass-2 Self-Audit Checklist (v4.4 — required)

Sitting 1 — `[REQUIRED: date]`