feat(mcp): P2 hygiene — honest category suggestions, skill-reference lint, cadence copy (#882)
* feat(mcp): counterparty-tied category suggestions + no_signal (P2-1)
suggest_categories padded every transaction with a company-wide
category-frequency fallback at <=0.5 confidence — an identical four-way
spread on 20+/24 items that agents correctly reported as pure noise
(agent.feedback). Real signal came from memory atoms and query_journal.
- History is now counterparty-keyed: buildMerchantHistory groups past
categorized transactions by normalized merchant; the engine only
surfaces history for THIS transaction's merchant, with provenance
('Bokförd N gånger tidigare för denna motpart') and occurrence-scaled
confidence (0.56 at 1x, capped 0.85). No global padding — an empty
list is the honest answer.
- The MCP tool returns no_signal_transaction_ids for transactions where
NO source matched, steering agents to investigate (query_journal)
instead of pattern-matching on unrelated rows.
- Both callers (REST suggest-categories route + MCP tool) share the new
helpers, so web UI and agents improve together.
Part of dev_docs/mcp_optimization_plan.md (P2-1).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* feat(skills): dangling-reference validation in skills:check + fix 10 dangling links (P2-2)
skills:generate/check now fail when an atom SKILL.md links a
references/*.md that does not exist on disk — a dangling pointer ships
a 404 to every agent that follows it (the weekly-booking-check
incident, agent.feedback).
The validator immediately caught 10 live dangling links in 4 atoms,
three distinct flavors:
- filename typo: swedish-asset-accounting/references/depreciaton.md
renamed to depreciation.md (the link was right, the file misspelled)
- link mismatch: swedish-e-invoicing linked market-providers-pricing.md;
the file is market-provider-pricing.md (link fixed)
- unauthored plans: single-shareholder-ab-fmb TODOs and reklambyra's
'planerad utbyggnad' section used resolvable references/ paths for
files that were never written — rephrased as plans without paths
Seed migration regenerated (4 atoms bumped, renamed reference child).
Part of dev_docs/mcp_optimization_plan.md (P2-2).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* docs(events): align agent-feedback review cadence copy (P2-4)
gnubok_feedback replies 'we aggregate signal weekly'; the event-log
handler comment said quarterly. One of them was lying — weekly wins
(the mcp_optimization_plan triage is the living example).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---------
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
This commit is contained in:
Jakob Wennberg
co-authored by
Claude Fable 5
Claude Fable 5
parent
b27f6cdb04
commit
678f2ccffd
@@ -166,11 +166,11 @@ Konton som **inte** används för denna vertikal trots vanliga missförstånd: 1
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## Overflow-filer (planerad utbyggnad)
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Token-budget för denna SKILL.md är hållen under 15k. Föreslagna overflow-filer för djupare detaljer:
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Token-budget för denna SKILL.md är hållen under 15k. Föreslagna overflow-ämnen för djupare detaljer (inga av dessa referensfiler är skapade ännu):
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- **references/principal-vs-agent-mediainkop.md** — Beslutsmatris med IFRS 15 B37-indikatorer, K3 23.2-tillämpning, exempelposteringar för principal/agent/utlägg, mall för principal-/agent-analys per kund.
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- **references/a-sink-influencer-utlandsbetalningar.md** — A-SINK vs SINK-beslut, AGI-rapportering, skatteavtal (OECD art. 17), formulärflöden (SKV 520, SINK-ansökan), KU70 till utländska mottagare.
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- **references/sponsring-motprestationsbedomning.md** — Mall för sponsoravtal med marknadsvärdering per komponent, checklista för dokumentation, fullständig praxisgenomgång (RÅ 1976 ref. 127 I/II, RÅ 2000 ref. 31 I/II, HFD 2014 ref. 62, HFD 2018 ref. 55, KR Göteborg 2024-12), SOU 2026:5-bevakning.
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- **references/url-upphovsratt-byraavtal.md** — Branschmallar för upphovsrätts-överlåtelse i byrå-kundavtal, NJA 2010 s. 559-tolkning, DSM-direktivets §§ i URL (15 a–15 c, 29, 29 d–e, 48 b–d, 52 i–u), AD 2002 nr 87.
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- **references/ai-content-och-ai-act-byraer.md** — EU AI Act-tidslinje (art. 4, art. 50), TDM-opt-out under 15 a § URL, AI-klausulbibliotek för byråavtal, bokföring av AI-prenumerationer och API-konsumtion (5420 vs 6540), C-250/25-bevakning.
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- **references/pagaende-arbeten-konsultrorelse.md** — K2 6.13–6.24 och K3 23.18–23.37 jämförelse, IL 17 kap 23–32 §§, RÅ 2006 ref. 28 frikoppling, Srf U 14 + U 15, BFNAR 2025:1-kvittningsförbud, exempelflöden för retainer, kampanj fast pris och blandade uppdrag.
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- **principal-vs-agent-mediainkop** — Beslutsmatris med IFRS 15 B37-indikatorer, K3 23.2-tillämpning, exempelposteringar för principal/agent/utlägg, mall för principal-/agent-analys per kund.
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- **a-sink-influencer-utlandsbetalningar** — A-SINK vs SINK-beslut, AGI-rapportering, skatteavtal (OECD art. 17), formulärflöden (SKV 520, SINK-ansökan), KU70 till utländska mottagare.
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- **sponsring-motprestationsbedomning** — Mall för sponsoravtal med marknadsvärdering per komponent, checklista för dokumentation, fullständig praxisgenomgång (RÅ 1976 ref. 127 I/II, RÅ 2000 ref. 31 I/II, HFD 2014 ref. 62, HFD 2018 ref. 55, KR Göteborg 2024-12), SOU 2026:5-bevakning.
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- **url-upphovsratt-byraavtal** — Branschmallar för upphovsrätts-överlåtelse i byrå-kundavtal, NJA 2010 s. 559-tolkning, DSM-direktivets §§ i URL (15 a–15 c, 29, 29 d–e, 48 b–d, 52 i–u), AD 2002 nr 87.
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- **ai-content-och-ai-act-byraer** — EU AI Act-tidslinje (art. 4, art. 50), TDM-opt-out under 15 a § URL, AI-klausulbibliotek för byråavtal, bokföring av AI-prenumerationer och API-konsumtion (5420 vs 6540), C-250/25-bevakning.
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- **pagaende-arbeten-konsultrorelse** — K2 6.13–6.24 och K3 23.18–23.37 jämförelse, IL 17 kap 23–32 §§, RÅ 2006 ref. 28 frikoppling, Srf U 14 + U 15, BFNAR 2025:1-kvittningsförbud, exempelflöden för retainer, kampanj fast pris och blandade uppdrag.
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@@ -74,5 +74,5 @@ This modifier composes with:
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## References
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- See `references/k10-walkthrough.md` for a step-by-step K10 example (TODO — user to author).
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- See `references/loneunderlag-2026.md` for the 2026 reformed parameters (TODO — user to author).
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- Planned reference (not yet authored): a step-by-step K10 walkthrough example.
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- Planned reference (not yet authored): the 2026 reformed löneunderlag parameters.
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@@ -20,7 +20,7 @@ Use the table below to decide which reference file(s) to read. Multiple files of
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| UBL 2.1 invoice structure, EN 16931 BT-* business terms, mandatory header (CustomizationID, ProfileID, InvoiceTypeCode), UNCL5305 VAT category codes (S/Z/E/AE/K/G/O), calculation rules (BR-CO-13/15/17, BR-S-08 etc.), document type identifiers, BIS suite (Billing, Self-Billing, Catalogue, Despatch Advice, Invoice Response, MLR, MLS), Peppol BIS 4.0 / PINT convergence | `references/peppol-bis-billing.md` |
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| Peppol 4-corner architecture, AS4 v2.0 transport, SMP/SML lookup with NAPTR/SHA-256 algorithm, SBDH v1.2 with C1 country code, PKI G3 certificates, becoming a certified Access Point or Service Provider, OpenPeppol membership tiers and pricing, Peppol Testbed conformance | `references/peppol-network.md` |
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| Sweden-specific CIUS rules (SE-R-005 "Godkänd för F-skatt", SE-R-006 VAT rate restriction, SE-R-008/009 Bankgiro, SE-R-010 Plusgiro, SE-R-011 PaymentMeansCode 30, SE-R-013 Luhn orgnr), Swedish VAT (25/12/6/0%) encoding, OCR reference (BT-83), Bankgiro/Plusgiro PaymentMeans encoding, ROT/RUT and grön teknik handling, BAS-kontoplan postings for AR/AP, faktureringsmetoden vs kontantmetoden, multi-currency with TaxCurrencyCode, BT-10 BuyerReference per-buyer formats, Peppol identifier schemes (0007/0088/0192/0184/0037/0208/0204), F-skatt registration | `references/swedish-cius-and-specifics.md` |
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| Choosing between Pagero/InExchange/Crediflow/Visma Autoinvoice/Maventa/Qvalia/Tietoevry/Basware/OpusCapita/Hogia/Ropo Capital/Storecove, market shares, pricing benchmarks (per-document, monthly minimums), DIGG Peppol traffic statistics, how Fortnox/Bokio/SpeedLedger/Björn Lundén white-label their Peppol layer, API capabilities of major providers | `references/market-providers-pricing.md` |
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| Choosing between Pagero/InExchange/Crediflow/Visma Autoinvoice/Maventa/Qvalia/Tietoevry/Basware/OpusCapita/Hogia/Ropo Capital/Storecove, market shares, pricing benchmarks (per-document, monthly minimums), DIGG Peppol traffic statistics, how Fortnox/Bokio/SpeedLedger/Björn Lundén white-label their Peppol layer, API capabilities of major providers | `references/market-provider-pricing.md` |
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| Consumer e-faktura: Bankgirot e-faktura privat, EFA / e-giro format, Anslutningsärende/Anmälningsärende, bank participants, Kivra digital mailbox (volumes, pricing, ownership, Tink/Swish integration), Min Myndighetspost, distinction between consumer rails and Peppol | `references/consumer-and-b2c.md` |
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| Comparing Sweden to Belgium (2026 decentralised Peppol mandate), France (PA/PPF 2026-2027), Germany (XRechnung phased 2025-2028), Italy (SDI clearance), Poland (KSeF Feb/Apr 2026), Romania (e-Factura), Norway (proposed 2028), Spain, ViDA cross-border 1 July 2030 mandate, ViDA 2035 alignment deadline for legacy CTC regimes, predicting Sweden's likely model | `references/european-mandates.md` |
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| Implementing e-invoicing in software: open-source libraries (Oxalis-NG, Oxalis-AS4, Helger phase4 / phoss-smp / peppol-commons / phive / ph-ubl), test environments, common rejection patterns (BR-CO-15 rounding, BT-10 missing, encoding bugs), build-vs-buy economics, when to use Storecove vs own AP, validation stack in CI, the recommended Accounted phased plan, strategic positioning vs Crediflow/InExchange-dependent incumbents | `references/implementation-guide.md` |
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