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The onboarding flow now mirrors the web wizard: ask for the organisationsnummer first, look the company up in the public registry (one TIC Lens call through the extracted extensions/general/tic/lib/lookup.ts, shared with the /lookup HTTP route), and present the facts for confirmation instead of interrogating the user. The new gnubok_lookup_company tool (companies:read, company-independent, default catalog) returns the registry facts, a prefilled suggested_create_company_input, and a still_to_ask list that encodes the same fact-vs-question rules as lib/onboarding-journey/reducer.ts: F-skatt is a fact both ways, VAT is a fact only when positively registered (ML 17 kap 24 paragraf), moms period and accounting method are always asked, an enskild firma's verksamhetsnamn is the user's choice, and a known fiscal year becomes a confirm question. Registry outages degrade to the full question list instead of failing onboarding. The onboarding skill and the plugin's /accounted:setup command are updated to the orgnr-first flow (plugin 1.2.0). tools/list ceiling bumped 61.2K to 61.5K with the reason documented in the bench. Co-authored-by: Jakob Wennberg <311770904+jakobwennberg-oss@users.noreply.github.com> Co-authored-by: Claude Fable 5 <noreply@anthropic.com>