Payroll GL Reconciliation Skill#

What This Skill Does#

Reconciles QuickBooks Online payroll GL accounts against payroll provider reports (Gusto, ADP, Paychex) to catch missed journal entries, manual adjustments, and tax filing discrepancies before they become audit findings or payroll tax penalties.

Use when:

• Closing a period and payroll GL needs to match the payroll register
• Preparing for 941 filing — verify GL matches what was reported
• W-2 season — build per-employee annual totals for box verification
• Client has a new payroll provider — validate initial period's entries
• Controller flagged unexplained payroll variance in the P&L

Do NOT use when:

• You need bank statement reconciliation → use bank-reconciliation-agent
• You need broad P&L variance analysis → use pl-deep-analysis
• You need payroll tax preparation or filing advice → CPA review required
• You need multi-entity payroll consolidation (not supported)

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Script Location#

text

scripts/pipelines/payroll-reconciliation.py

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Quick Usage#

bash

# Monthly reconciliation
python3 scripts/pipelines/payroll-reconciliation.py \
  --slug CLIENT_SLUG \
  --month 2026-03 \
  --payroll-file ~/Downloads/gusto-march-2026.csv

# Quarterly 941 reconciliation
python3 scripts/pipelines/payroll-reconciliation.py \
  --slug CLIENT_SLUG \
  --quarter 2026-Q1 \
  --payroll-file ~/Downloads/gusto-q1-2026.csv \
  --form-941-file ~/Downloads/941-q1.csv

# Annual W-2 helper
python3 scripts/pipelines/payroll-reconciliation.py \
  --slug CLIENT_SLUG \
  --year 2026 \
  --payroll-file ~/Downloads/gusto-annual-2026.csv \
  --w2-mode

# Custom date range
python3 scripts/pipelines/payroll-reconciliation.py \
  --slug CLIENT_SLUG \
  --start 2026-01-01 --end 2026-06-30 \
  --payroll-file ~/Downloads/h1-2026.csv

# Provider analysis only (no QBO connection needed)
python3 scripts/pipelines/payroll-reconciliation.py \
  --slug CLIENT_SLUG \
  --month 2026-03 \
  --payroll-file ~/Downloads/adp-report.csv \
  --skip-gl

# Custom output directory
python3 scripts/pipelines/payroll-reconciliation.py \
  --slug CLIENT_SLUG \
  --month 2026-03 \
  --payroll-file ~/Downloads/report.csv \
  --out ~/Desktop/reports

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Arguments#

ArgumentRequiredDescription--slugYesClient QBO slug identifier--payroll-fileYesPath to payroll provider CSV--monthOne ofYYYY-MM for single month--quarterOne ofYYYY-Q1 through YYYY-Q4--yearOne ofFull year (YYYY) for annual/W-2--start / --endOne ofCustom range (YYYY-MM-DD)--form-941-fileNoForm 941 CSV for quarterly tax recon--w2-modeNoEnable full W-2 box verification output--skip-glNoSkip QBO GL pull — provider analysis only--sandboxNoUse QBO sandbox environment--thresholdNoDiscrepancy threshold (default: $1.00)--outNoOutput directory (default: current dir)

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Provider Auto-Detection#

The script auto-detects the payroll provider from CSV headers:

ProviderDetection SignatureGustoHeaders contain Check Date + Gross EarningsADPHeaders contain Pay Date + Total GrossPaychexHeaders contain Check Date + Regular EarningsGenericFallback — best-effort column matching

For unsupported formats, rename CSV columns to match any of the above signatures, or use the Generic fallback with standard column names (Gross, FIT, SIT, etc.).

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Reconciliation Categories#

The pipeline reconciles 12 payroll categories between GL and provider:

#CategoryGL Keywords941 Line1Gross Wageswages, salaries, payroll-salariesLine 22Federal Income Tax (FIT)federal withholding, fit, federal taxLine 33State Income Tax (SIT)state withholding, sit, state tax—4SS Employer (FICA-SS ER)social security employer, ss erLine 5a5SS Employee (FICA-SS EE)social security employee, ss eeLine 5a6Medicare Employer (FICA-Med ER)medicare employer, med erLine 5c7Medicare Employee (FICA-Med EE)medicare employee, med eeLine 5c8FUTA / SUTAfuta, suta, unemployment tax—9Health Insurancehealth insurance, medical, dentalW-2 Box 12C10401k / Retirement401k, retirement, pensionW-2 Box 12D11Workers Compensationworkers comp, wc premium—12PTO Accrualpto, vacation accrual, leave accrual—

Discrepancy threshold: ±$1.00 per category (configurable via --threshold).

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Excel Output (8 Tabs)#

Tab 1: Reconciliation Summary#

• All 12 categories: GL amount vs provider amount vs difference
• MATCH / DISCREPANCY status per category
• Net difference and overall balance status
• Auto-suggested action for each discrepancy

Tab 2: Category Detail#

• GL transactions filtered and grouped by category
• Running total per category
• Full memo, account, and transaction type

Tab 3: ⚠ Discrepancies#

Three sections:

1. Category discrepancies — GL vs provider gaps with priority and action
2. Missed journal entries — payroll checks with no GL match
3. Manual GL adjustments — GL journal entries with no provider match

Tab 4: Quarterly 941#

• Compares provider totals to Form 941 line items
• Line 2 (wages), Line 3 (FIT), Lines 5a/5c (FICA), Line 6 (total taxes)
• Works with or without Form 941 upload (shows provider-only when no form)

Tab 5: W-2 Helper#

• Annual totals per employee in W-2 box format:
  • Box 1 (wages), Box 2 (FIT), Box 3/4 (SS), Box 5/6 (Medicare)
  • Box 12D (401k), Box 12C (health), Box 16/17 (state)
• Grand totals row for easy cross-check against W-3

Tab 6: Headcount#

• Active employee count per month
• New hire names and termination names per period
• Net headcount change month-over-month

Tab 7: Per-Employee Cost#

• Total employer cost per employee (wages + all taxes + benefits)
• Effective tax rate and total cost/wage ratio
• Sorted by highest total cost

Tab 8: CDC Log#

• Month-over-month changes in payroll cost by category
• New hire / termination events
• Discrepancy count changes (new or resolved)
• Flags material swings ≥10%

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Output File Naming#

text

payroll-recon_{slug}_{period}.xlsx

Examples:

• payroll-recon_sb-paulson_2026-03.xlsx
• payroll-recon_willo-salons_2026-Q1.xlsx
• payroll-recon_glowlabs_2026.xlsx

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Dependencies#

bash

pip install openpyxl

Node.js QBO client (auth token required for GL pull).

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CDC Cache#

Change data is persisted at:

text

.cache/payroll-reconciliation/{slug}.json

Keeps last 24 periods. Delete to reset baseline.

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Workflow: Monthly Close Integration#

This pipeline integrates with the Month-End Close checklist ( scripts/pipelines/month-end-close.py). Run sequence:

1. Get payroll provider report (CSV export from Gusto/ADP/Paychex)
2. Run payroll-reconciliation.py for the closed month
3. Review Tab 3 (Discrepancies) — post any missed JEs before closing
4. File Form 941 (quarterly) — use Tab 4 to verify GL matches before filing
5. W-2 season (January) — run with --year + --w2-mode for Box verification

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Form 941 CSV Format#

If providing a 941 CSV ( --form-941-file), the pipeline expects columns:

text

line, amount

Example rows:

text

Line 2 - Total wages,  125000.00
Line 3 - Federal income tax withheld,  18750.00
Line 5a - Social security wages,  15500.00
Line 5c - Medicare wages,  3625.00
Line 6 - Total taxes,  37875.00

Column names are matched case-insensitively. Extra columns are ignored.

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Common Issues#

"QBO CLI error (exit 1)" → Refresh the QBO auth token for this client slug.

"Payroll file not found" → Verify the path in --payroll-file. Use absolute path if needed.

"Provider detected: Generic" → Column headers didn't match Gusto/ADP/Paychex signatures. Results are best-effort. → Rename columns or use the Generic field names listed in the parser section.

All categories show $0 for GL → GL pull succeeded but no accounts matched payroll keywords. → Check QBO account names — they may use custom names. Add keywords to PAYROLL_ACCOUNT_KEYWORDS.

Discrepancy threshold too sensitive → Use --threshold 5.00 to allow up to $5 variance (useful for rounding-heavy providers).

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Architecture Notes#

• All financial math uses Decimal — no float arithmetic anywhere.
• Provider detection is header-based — no reliance on file naming conventions.
• GL categorization is keyword-based — matches account name + memo combined.
• Missed JE detection matches net pay amounts within ±$1 threshold.
• Manual adjustment detection flags GL journal entries with no provider counterpart.
• CDC is cumulative — each run appends to the slug's JSON cache file.
• W-2 Box 1 = gross wages minus pre-tax deductions (401k + Section 125 health).
• W-2 Box 3/5 = gross wages (simplified — doesn't cap SS wage base per check). For exact SS wage base cap ($176,100 in 2026), verify high-earner employees manually.