4c479f84f4 feat(receipt-hunt): convert a foreign receipt instead of refusing to compare it (#1497)
* feat(receipt-hunt): compare a foreign receipt by converting it, not by refusing

A Swedish bank posts a converted figure for a purchase abroad while the
receipt states the original: Anthropic bills 180,00 EUR and the statement
reads -2 014,32 kr. Neither number appears in the other document, so the
matcher refused the pair rather than guess. On a SaaS-heavy ledger that is
not an edge case: of 25 receipts fetched from a real company's mailboxes,
14 were in USD or EUR and none could ever pair.

The receipt's total is now resolved into kronor with Riksbanken's rate for
its own date, and handed to the same matcher, which still wants the
merchant and the date to agree. The seam already existed: the scorer
passed null where a SEK value would go, with a comment explaining that
cross-currency pairs were deliberately incomparable. Surfaces that do not
resolve a rate still pass nothing and behave exactly as before.

Rates are fetched once per currency and day. Riksbanken answers 429 to a
caller that asks per document, and a run holds a dozen receipts from one
vendor in one month. A rate that cannot be resolved leaves the receipt
exactly as incomparable as it was.

Two calibration faults surfaced once the amounts became comparable:

A converted total is judged at 9% rather than 5%. Riksbanken publishes a
mid rate and a card issuer charges its own, so the two carry a known
spread on top of any disagreement about the sum: measured against real
statements, 1.2% to 3%. Holding both to one bar treats a rate spread as
if it were a discrepancy.

The date tolerance moves from 3 days to 10. A card settles days after the
purchase, an international one routinely a week later, and a forwarded
receipt carries the purchase date while the statement carries the posting.
At three days the signal scored zero for ordinary correct pairs and took a
quarter of the weight with it: a receipt agreeing to within 1%, from a
merchant the matcher recognised, still capped at 0.62. The 27 human-
confirmed pairs and the 7 near-misses that must not match all still hold.

Measured on that ledger: purchases with any candidate at all go 9 -> 13,
and the Anthropic pair proposes at 0.82 where it was previously
unscoreable.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix(receipt-hunt): an undated receipt is not converted at today's rate

Raised in review. A foreign receipt with no invoiceDate fell back to the
current date, which put a receipt of unknown age into amount matching on
the strength of a guess: a rate two years out is how something
incomparable acquires confidence it has not earned. No date, no
conversion, and the receipt stays exactly as it was.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Jakob Wennberg <311770904+jakobwennberg-oss@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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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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