Background on general-ledger batch posting codes (HD/DR/CR/RV plus signed "other" rows). Reference only -- follow the task instruction for the exact rules, which may differ per account type.
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| Code | Conventional role |
|---|---|
HD | Batch or account header — almost always excluded from balance accumulation |
DR | Debit |
CR | Credit |
RV | Reversal — backs out a prior posting |
IN | Interest accrual |
FE | Fee |
AD | Adjustment (typically uses the signed amount as-is) |
The arithmetic direction associated with each code is shop-specific.
On some tapes a DR adds to the running balance; on others it subtracts.
Loan and asset accounts often invert the deposit-side convention. Always
follow the rules defined by the task at hand rather than assuming a
default.
Many tapes split a transaction amount into a sign byte (+/-) and an
unsigned magnitude. Some rules use only the magnitude (the code provides
direction); others combine sign and magnitude into a signed value. Read
each rule carefully — mixing the two is a frequent defect.
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Perform various data analysis on SEC 13-F and obtain some insights of fund activities such as number of holdings, AUM, and change of holdings between two quarters.
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AC branch pi-model power flow equations (P/Q and |S|) with transformer tap ratio and phase shift, matching `acopf-math-model.md` and MATPOWER branch fields. Use when computing branch flows in either direction, aggregating bus injections for nodal balance, checking MVA (rateA) limits, computing branch loading %, or debugging sign/units issues in AC power flow.
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Redact text from PDF documents for blind review anonymization
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Use when checking simplified ADA-derived plan-view bathroom accessibility constraints such as turning space, door clear width, toilet centerline, grab bars, and lavatory knee/toe clearance.
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Analyze failed GitHub Action jobs for a pull request.
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Use when extracting plan-view architectural geometry from DXF files with semantic CAD layers, especially when outputs must normalize rooms, doors, fixtures, clearances, and grab bars into machine-checkable JSON.
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