629069e281 feat(whatsapp-inbox): conversation layer with clarifying questions (#1340)
PR4 of the WhatsApp intake track: turns the per-message PR3 pipeline into a
conversation. Media replies are burst-debounced into ONE combined ack (M4
single / M5 numbered list) sent by the single winner of the atomic
pending_ack claim; losers stay silent. Multi-company senders get the company
question (reply buttons <=3, list 4-10, numbered text >10) with an 8h
sliding pin ('byt' clears it); their receipts park as staged message rows
until the answer and then run through the normal intake path.

Clarifying questions are evaluated per receipt after extraction, max one per
receipt, priority unreadable > representation > partial, keyed on the
Phase-0 classification (legibility/documentKind/merchantCategory) with
heuristic fallbacks (compressed-chat-photo signal, extended meal regex).
Budgets: <=2 content questions per burst, <=6 per sender per Stockholm day;
over budget acks only and flags the item moved_to_app. Questions expire
after 48h (sweep, silent hand-off) and are asked exactly once.

Free-text answers route through the ONE new LLM call
(lib/interpret-answer.ts): Sonnet via Bedrock, max_tokens 600, no thinking,
forced tool call validated by Zod with hard caps, gated by
checkAgentRateLimit, reply framed as untrusted data. Any failure degrades to
storing the raw text as a note; exact 'nej' short-circuits without the LLM.
Answers land in invoice_inbox_items.channel_context
(representation/user_note/quality) with ChannelQuestionAsked/Answered
processing-history events. Late answers match by quoted wamid or the most
recent open question within 7 days.

New per-minute sweep cron (registry-gated physical route, 503
EXTENSION_DISABLED when off) re-claims stuck rows (max 3 attempts), rescues
crashed burst acks, expires questions and pins. One new migration
(20260802210000) adds whatsapp_messages.acked_at, the relational burst-
membership marker, with pg-real coverage for the single-winner claim.

Verified: full vitest suite (12270), pg-real against a migrated
supabase/postgres 15 (977), lint 0 errors, tsc at the 405 baseline,
check:guards green, crontabs regenerated. Mutation-checked the debounce
claim and the daily budget gate.

Co-authored-by: Jakob Wennberg <jakob.wennberg@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-08-05 15:27:00 +02:00
2026-07-21 23:00:15 +02:00
2026-06-12 16:35:30 +02:00
2026-07-25 22:56:17 +02:00
2026-07-21 23:00:15 +02:00
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2026-07-21 23:00:15 +02:00
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2026-07-24 15:03:50 +02:00
2026-07-23 16:16:55 +02:00
2026-07-05 03:05:09 +02:00
2026-07-05 03:05:09 +02:00

Accounted

Open-source Swedish accounting software for sole traders (enskild firma) and limited companies (aktiebolag). Double-entry bookkeeping that complies with Swedish accounting law, built to be operated by you or by your AI agent.

License: AGPL-3.0-or-later Core Build pg-real tests Docker

Website · Hosted app · Documentation

Why Accounted?

Compliant by construction. Accounted implements double-entry bookkeeping under Swedish accounting law (Bokföringslagen). Voucher immutability, sequential voucher numbering, period locks, and 7-year document retention are enforced by database triggers, not by convention. Corrections are made the legal way, with reversal entries (storno), never by editing history. See ARCHITECTURE.md for how.

Agent-native. The full bookkeeping engine is exposed as 100+ MCP (Model Context Protocol) tools with scoped API keys, so an AI agent can do the books in Accounted: categorize transactions, draft vouchers, reconcile periods, and prepare declarations. Posting is staged for human approval, so the agent proposes and you decide.

Yours to run. AGPL-3.0 licensed and fully self-hostable with Docker and Supabase. Use the hosted version at app.gnubok.se or run your own.

Features

  • Double-entry bookkeeping -- BAS 2026 chart of accounts, draft/commit workflow, sequential voucher numbering
  • Invoicing -- Create, send, and track invoices with mixed VAT rates and PDF generation
  • Bank reconciliation -- PSD2 bank connection via Enable Banking, 4-pass automatic matching
  • VAT declaration -- SKV 4700 form mapping, per-rate breakdown, EU/export handling
  • Tax reports -- NE-bilaga, INK2, SRU export for Skatteverket
  • Payroll -- Salary runs, payslips, and AGI (arbetsgivardeklaration) employer declarations
  • Supplier invoices -- Registration, payment tracking, input VAT deduction
  • Document archive -- SHA-256 integrity, 7-year retention enforcement, full archive ZIP export
  • SIE import/export -- Standard Swedish accounting interchange format
  • Agent access (MCP) -- 100+ bookkeeping tools over the Model Context Protocol, with scoped API keys and staged approvals
  • Extension system -- Opt-in plugins for AI categorization, receipt OCR, email, calendar, and more

Self-Hosting

git clone https://github.com/erp-mafia/accounted.git
cd accounted
./setup.sh              # Prompts for Supabase credentials, generates .env
docker compose up -d

You need a Supabase project and must apply the database migrations before first use. See docs/SELF-HOSTING.md for the full step-by-step guide, including Supabase setup, auth configuration, optional features (AI, email, push notifications), and troubleshooting.

Development Setup

Prerequisites: Node.js 20+, a Supabase project.

npm install
npm run dev       # Start dev server (auto-generates extension registry)
npm test          # Run tests
npm run build     # Production build
npm run lint      # ESLint

See CONTRIBUTING.md for the full development workflow.

Tech Stack

  • Framework: Next.js 16 (App Router), React 19, TypeScript (strict)
  • Database: Supabase (PostgreSQL + Row Level Security + email/password auth + TOTP MFA)
  • Styling: Tailwind CSS 4 + shadcn/ui
  • Integrations: Enable Banking (PSD2), Anthropic SDK, LangChain, OpenAI, Resend, JSZip

Documentation

Community

Contributing

Contributions are welcome. See CONTRIBUTING.md for the full guide.

All commits require a DCO sign-off (git commit -s).

License

AGPL-3.0-or-later with an extension exception: third-party extensions that interact solely through the documented Extension API may be licensed under any terms, including proprietary. See LICENSE for details and NOTICE for third-party attributions.

S
Description
Accounted — svensk bokföringsmotor (AGPL, BAS 2026, BFL-compliant, 150+ MCP tools). Finance-kapacitet brevet ERPNext. ADR-ENGAGEMENT-001-tillägg.
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