Agent skill

csv-to-sif

Convert a CSV or Excel FF&E product list to SIF (Standard Interchange Format) for dealer and procurement systems.

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Forks 30

Install this agent skill to your Project

npx add-skill https://github.com/AlpacaLabsLLC/skills-for-architects/tree/main/plugins/06-materials-research/skills/csv-to-sif

SKILL.md

/csv-to-sif — CSV to SIF Converter

Converts a CSV, Excel, or Google Sheets product list into a SIF (Standard Interchange Format) file for import into dealer and procurement systems like Hedberg, CAP, CET, Cyncly Worksheet, ProjectMatrix, Studio Webware, and Design Manager.

When to Use

  • Sending a specification to a dealer for quoting
  • Importing product data into a dealer management system
  • Sharing a standardized product list with procurement
  • Converting an FF&E schedule into a format dealers expect

SIF Format Reference

SIF is a text-based key-value format. Each line is CODE=VALUE, terminated by CRLF. Products are separated by records starting with PN=.

Core fields

Code Name Required Description
SF Specification File No Project reference (header, once per file)
ST Specification Title No Display title (header, once per file)
PN Product Number Yes SKU or model number. Marks the start of a new record.
PD Product Description Yes Product name and description
MC Manufacturer Code Yes 3-5 character code (HMI, KNL, STC)
MN Manufacturer Name No Full manufacturer name
QT Quantity Yes Integer quantity
NT Quantity (alt) No Some systems use NT instead of QT
GC Category / Group Code No Product category
G0 Vendor / Group ID No Vendor or dealer identifier

Pricing fields

Code Name Description
PL List Price Unit list price (numeric, no currency symbol)
P1 Price Tier 1 Primary price (some systems use P1 instead of PL)
P2 Price Tier 2 Alternate price tier
P4 Price Tier 4 Alternate price tier
P5 Price Tier 5 Alternate price tier
I1 Unit List Price (Cyncly) Used by Cyncly Worksheet
I2 Purchase Price (Cyncly) Used by Cyncly Worksheet
S- / S% Sell Discount % Sell = PL - (PL × S- × 0.01)
P% / B% Purchase/Buy % Cost = PL × (P% × 0.01)

Product detail fields

Code Name Description
TG Side Mark / Tag Room name, area code, or project tag
ON Option Number Must pair with OD
OD Option Description Finish, fabric, color selection
AN Attribute Number Must pair with AD
AD Attribute Description Dimension, weight, or other attribute
WT Weight Product weight
VO Volume Product volume
PRC Product Category (Cyncly) Category for Cyncly Worksheet

Link fields

Code Name Description
ProductURL Product Page URL Link to manufacturer product page
ImageURL Product Image URL Link to product image
PV Picture Path Windows bitmap or TIF file path

Alternate manufacturer codes (by system)

System Code Purpose
Standard MC 3-5 char manufacturer code
Cyncly Worksheet MG Manufacturer code (replaces MC)
Cyncly Worksheet MN Full manufacturer name
CET / Configura EC Manufacturer code (alt)

File structure example

SF=Project Alpha - FF&E Specification
ST=FF&E Schedule — March 2026
PN=670
PD=Eames Lounge Chair and Ottoman
MC=HMI
MN=Herman Miller
GC=Seating
QT=3
PL=5695.00
WT=92
TG=Executive Lounge
OD=Santos Palisander / Black MCL Leather
AN=DIM
AD=32.75W x 32.5D x 33.5H in
ProductURL=https://www.hermanmiller.com/products/seating/lounge-seating/eames-lounge-chair-and-ottoman/
ImageURL=https://www.hermanmiller.com/content/dam/hmicom/page_assets/products/eames_lounge_chair_and_ottoman/mh_prd_ovw_eames_lounge_chair_and_ottoman.jpg

PN=164-500
PD=Saarinen Round Dining Table 54"
MC=KNL
MN=Knoll
GC=Tables
QT=1
PL=4750.00
TG=Dining Area
OD=Arabescato Marble Top / White Base
AN=DIM
AD=54dia x 28.5H in

Rules

  • Each line is one field: CODE=VALUE
  • Lines terminated by CRLF
  • Blank line between records
  • PN starts a new record — must come first in each record
  • ON/OD and AN/AD pairs must stay together
  • No embedded line breaks within a field value
  • Empty values use CODE= with nothing after the equals sign

Step 1: Accept Input

CSV file:

/csv-to-sif ~/Documents/project/product-data-import.csv

Google Sheet:

/csv-to-sif 1FMScYW9guezOWc_m4ClTQxxFIpS6TNRr373R-MJGzgE

Pasted CSV:

/csv-to-sif
Product,Brand,SKU,Qty,Price,Finish,Room
Eames Lounge Chair,Herman Miller,670,3,5695,Walnut/Black Leather,Executive Lounge
Saarinen Table 54,Knoll,164-500,1,4750,Arabescato/White,Dining

Step 2: Choose Target System

Ask which dealer system the SIF file is for (affects which field codes to use):

Target system:
1. Standard (Hedberg, CAP, ProjectMatrix) — default
2. CET / Configura (SPEC)
3. Cyncly Worksheet (CAPSIF)
4. Design Manager

Default to Standard if not specified. The main differences:

  • Standard: MC for manufacturer, PL for price, QT for quantity
  • CET: EC for manufacturer, standard pricing
  • Cyncly: MG/MN for manufacturer, I1/I2 for pricing, PRC for category
  • Design Manager: Standard + DXSC, DXBD, DXLC, DXLN extensions

Step 3: Map Columns

Auto-detect column mappings from header names:

CSV Column (common names) SIF Field
Product Name, Name, Description, Product PD
SKU, Model, Part Number, Product Number PN
Brand, Manufacturer MC + MN
Qty, Quantity, Count QT
Price, List Price, Unit Price PL
Finish, Color, Configuration OD
Room, Location, Area, Tag, Side Mark TG
Category GC
Weight WT
Discount, Discount % S-
URL, Product URL, Link ProductURL
Image, Image URL ImageURL
W, D, H (dimensions) AD (with AN=DIM)

If using the master 33-column schema (defined in ../../schema/product-schema.md):

See ../../schema/sif-crosswalk.md for the full column-to-SIF mapping. Key fields:

Column SIF Field
A (Category) GC
B (Brand) MC + MN
E (Product Name) PD
I (SKU) PN
J (Link) ProductURL
L-P (W, D, H, Seat H, Unit) AD (with AN=DIM)
Q (Weight) WT
R (Materials) AD (with AN=MAT)
S (Colors/Finishes) OD (with ON=FIN)
T (Selected Color/Finish) OD (primary, replaces S if present)
U (List Price) PL
AC (Image URL) ImageURL
AD (Tags) TG

If the mapping is ambiguous, ask the user to confirm.

Manufacturer code lookup

Convert full brand names to standard 3-5 character codes:

Brand MC Code Brand MC Code
Herman Miller HMI Blu Dot BLU
MillerKnoll MKN Design Within Reach DWR
Knoll KNL Fritz Hansen FRH
Steelcase STC Vitra VIT
Haworth HAW Arper ARP
Teknion TEK Muuto MUU
Humanscale HUM HAY HAY
Kimball KIM Flos FLS
National NAT Louis Poulsen LPO
OFS OFS Artemide ART
HBF HBF Restoration Hardware RHB
Bernhardt BRN West Elm WEL
Geiger GEI CB2 CB2

For unknown brands, use first 3-5 characters uppercased. Flag for the user to verify.

Step 4: Preview

Show a preview of the first 3 records before generating the file:

## SIF Preview (first 3 of 12 records)

Record 1:
  PN=670
  PD=Eames Lounge Chair and Ottoman
  MC=HMI
  MN=Herman Miller
  GC=Seating
  QT=3
  PL=5695.00
  WT=92
  TG=Executive Lounge
  OD=Santos Palisander / Black MCL Leather
  AN=DIM
  AD=32.75W x 32.5D x 33.5H in

...

12 records total. Generate SIF file? (y/n)

Step 5: Generate SIF File

Write the .sif file with CRLF line endings:

bash
# Output path: same directory as input, or specified path
{input-dir}/{input-name}.sif

Step 6: Summary

✓ Generated product-data-import.sif
  Target: Standard (Hedberg/CAP/ProjectMatrix)
  12 records · 8 fields per record avg
  Manufacturers: HMI (5), KNL (3), STC (2), BLU (2)
  Total list value: $47,830.00
  Saved to: ~/Documents/project/product-data-import.sif

Pairs With

  • /product-data-import — generate a schedule first, then convert to SIF
  • /sif-to-csv — round-trip: CSV → SIF → send to dealer → receive updated SIF → back to CSV
  • /product-data-cleanup — clean up the CSV before converting

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