Purpose
Automate preparatory bookkeeping from incoming email to accounting records.
Core objective:
- detect invoice email,
- extract structured invoice data,
- verify payment event,
- create accounting entry and reconciliation status.
This is orchestration logic across upstream tools; it is not a replacement for financial controls.
Required Installed Skills
gmail (inspected latest: 1.0.6)
deepread-ocr (inspected latest: 1.0.6)
stripe-api (inspected latest: 1.0.8)
xero (inspected latest: 1.0.4)
Install/update:
npx -y clawhub@latest install gmail
npx -y clawhub@latest install deepread-ocr
npx -y clawhub@latest install stripe-api
npx -y clawhub@latest install xero
npx -y clawhub@latest update --all
Required Credentials
MATON_API_KEY (for Gmail, Stripe, Xero through Maton gateway)
DEEPREAD_API_KEY (for OCR extraction)
Preflight:
echo "$MATON_API_KEY" | wc -c
echo "$DEEPREAD_API_KEY" | wc -c
If missing, stop before any bookkeeping action.
Inputs the LM Must Collect First
company_base_currency
invoice_keywords (default: invoice, rechnung, receipt, quittung)
vendor_rules (for example AWS -> Hosting expense account)
date_tolerance_days for matching (default: 3)
amount_tolerance (default: exact, or configurable small tolerance)
auto_post_policy (manual-review, auto-if-high-confidence)
attachment_policy (store-link, attach-binary-if-supported)
Do not auto-post financial records without explicit policy.
Tool Responsibilities
Gmail (gmail)
Use for intake and attachment discovery.
Relevant behavior:
- query messages with Gmail operators (for example
has:attachment, subject:invoice, sender filters)
- fetch message metadata and full payload for parsing
- label/update messages after processing (for traceability)
DeepRead OCR (deepread-ocr)
Use for extracting structured fields from invoice PDFs/images.
Relevant behavior:
- async processing (
queued -> completed/failed)
- schema-driven extraction
- field-level
hil_flag and reason for uncertainty
- webhook or polling modes
Stripe (stripe-api)
Use for payment-side verification.
Relevant behavior:
- query charges/payment_intents/invoices/balance transactions
- verify amount, currency, status, and date proximity
Xero (xero)
Use for accounting record creation and payment/reconciliation visibility.
Relevant behavior:
- create contacts if missing
- create invoices/bills (
ACCPAY for payable bills)
- list payments and bank transactions
Canonical Signal Chain
Stage 1: Inbox detection
Scan Gmail for candidate invoice emails.
Recommended query pattern:
has:attachment (subject:invoice OR subject:rechnung OR subject:receipt OR subject:quittung)
- optional sender constraint for known vendors (for example
from:aws)
Output:
- message ID
- sender
- received date
- attachment candidates
Stage 2: Attachment extraction
For each invoice candidate attachment:
- send file to DeepRead OCR with invoice schema
- wait for async completion (webhook preferred; polling fallback)
- parse structured result
Minimum extracted fields:
- vendor
- invoice_date
- invoice_number
- total_amount
- tax_amount
- currency
Quality gate:
- if critical fields have
hil_flag=true, route to review queue before posting.
Stage 3: Payment verification
Use Stripe to check whether corresponding payment occurred.
Matching policy:
- amount equals invoice total (within tolerance)
- currency matches
- date within tolerance window
- status is successful/paid
If multiple candidates match, mark as ambiguous_match and require review.
Stage 4: Accounting write
Use Xero for booking.
Default payable flow:
- ensure vendor contact exists (create if needed)
- create bill entry (
Type: ACCPAY) with line item category (for example Hosting)
- mark as paid/reconciled state only when Stripe verification is confident
- include reference fields: invoice number, source message ID, payment reference
Attachment handling:
- if binary attachment endpoint/path is available in the active integration, attach file
- otherwise store durable file reference and include link/reference in description/metadata
Stage 5: Traceability updates
After successful processing:
- apply Gmail processed label
- store processing log (source email, extraction confidence, matching evidence, xero IDs)
- keep idempotency key to avoid duplicate posting
Scenario Mapping (AWS Invoice)
For the scenario "AWS invoice by email -> Xero + card match":
- Gmail finds AWS email with PDF attachment.
- DeepRead OCR extracts structured fields (vendor/date/total/tax/invoice number).
- Stripe check confirms payment event around invoice date and amount.
- Xero creates payable entry (
ACCPAY) under Hosting category.
- Record is marked paid only after confident match; source PDF linked/attached per policy.
Data Contract
Normalize to one transaction record before posting:
{
"source": {
"gmail_message_id": "...",
"sender": "billing@aws.amazon.com",
"attachment_name": "invoice.pdf"
},
"invoice": {
"vendor": "AWS",
"invoice_number": "INV-123",
"invoice_date": "2024-05-01",
"total": 53.20,
"tax": 0.00,
"currency": "USD",
"ocr_confidence_ok": true
},
"payment_match": {
"provider": "stripe",
"matched": true,
"transaction_id": "ch_...",
"amount": 53.20,
"date": "2024-05-01"
},
"accounting": {
"system": "xero",
"entry_type": "ACCPAY",
"category": "Hosting",
"status": "Paid"
}
}
Output Contract
Always return:
-
IntakeSummary
- emails scanned, invoice candidates found
-
ExtractionSummary
- extracted fields and
hil_flag status
-
PaymentVerification
- matched/not matched + evidence
-
AccountingAction
- created/updated records and IDs
-
ReviewQueue
- any records requiring manual validation
Quality Gates
Before auto-posting:
- vendor identified
- invoice number/date/total present
- no critical
hil_flag unresolved
- payment match confidence above policy threshold
- duplicate check passed (same vendor + invoice number + total)
If any gate fails, return Needs Review and do not auto-post.
Guardrails
- Never mark invoice as paid without payment evidence.
- Never silently overwrite existing accounting records.
- Never drop uncertain OCR fields; surface them explicitly.
- Prefer manual review when amount/date ambiguity exists.
- Preserve source audit trail for every booking action.
Failure Handling
- Gmail unavailable: stop intake and report connection issue.
- OCR job failed/timeout: keep email queued for retry.
- Stripe no match: post as unpaid bill or route to review per policy.
- Xero write failed: keep normalized record and retry safely with idempotency key.
Known Limits from Inspected Upstream Skills
- DeepRead OCR is asynchronous and may require webhook/polling orchestration.
- The inspected Xero skill docs emphasize core accounting endpoints but do not fully document attachment upload flow; attachment behavior depends on supported endpoint path in active integration.
- Stripe/Xero matching is orchestration logic here, not a single native "auto-reconcile" endpoint in these inspected skill docs.
- QuickBooks is not part of this researched stack; this meta-skill is Xero-first.
Treat these limits as mandatory operator disclosures.