alpacalabsllc/sif-to-csv
Parse a SIF (Standard Interchange Format) input into a readable preview and optionally append canonical product rows to the project's CSV library. Use when asked to convert or inspect SIF dealer data. For the reverse direction use /as:csv-to-sif.
npx skills add https://github.com/AlpacaLabsLLC/skills-for-architects --skill sif-to-csv
Converts a SIF input from a dealer or procurement system into a human-readable preview and canonical product rows. Translates field codes, expands options and attributes, calculates pricing, and computes totals.
product-library.csvSIF is a text-based key-value format. Each line is CODE=VALUE, terminated by CRLF. Products are separated by records starting with PN=.
| Code | Name | Description |
|------|------|-------------|
| SF | Specification File | Project reference (header) |
| ST | Specification Title | Display title (header) |
| PN | Product Number | SKU — starts a new record |
| PD | Product Description | Product name |
| MC | Manufacturer Code | 3-5 char code |
| MN | Manufacturer Name | Full name |
| QT | Quantity | Integer |
| NT | Quantity (alt) | Some systems use NT instead of QT |
| GC | Category / Group Code | Product category |
| G0 | Vendor / Group ID | Vendor identifier |
| Code | Name | Description |
|------|------|-------------|
| PL | List Price | Unit list price |
| P1-P5 | Price Tiers | Alternate price tiers |
| I1 | Unit List Price (Cyncly) | Cyncly Worksheet |
| I2 | Purchase Price (Cyncly) | Cyncly Worksheet |
| S- / S% | Sell Discount % | Sell = PL - (PL × S- × 0.01) |
| P% / B% | Purchase/Buy % | Cost = PL × (P% × 0.01) |
| Code | Name | Description |
|------|------|-------------|
| TG | Side Mark / Tag | Room, area, or project tag |
| ON / OD | Option | Number + description pair |
| AN / AD | Attribute | Number + description pair |
| WT | Weight | Product weight |
| VO | Volume | Product volume |
| PRC | Product Category (Cyncly) | Cyncly category |
| Code | Name | Description |
|------|------|-------------|
| ProductURL | Product Page URL | Link to product page |
| ImageURL | Product Image URL | Link to product image |
| PV | Picture Path | Local file path |
| System | Code | Purpose |
|--------|------|---------|
| Standard | MC | 3-5 char manufacturer code |
| Cyncly | MG | Manufacturer code (replaces MC) |
| CET | EC | Manufacturer code (alt) |
SIF file:
/as:sif-to-csv ./dealer-quote.sif
Pasted SIF content:
/as:sif-to-csv
SF=Project Alpha
ST=Dealer Quote - March 2026
PN=670
PD=Eames Lounge Chair and Ottoman
MC=HMI
QT=3
PL=5695.00
S-=42
TG=Executive Lounge
OD=Santos Palisander / Black MCL Leather
Read the file and parse each record:
SF and STPN= boundariesPL - (PL × S- × 0.01) if discount presentPL × (P% × 0.01) if purchase % presentPL × QTSell Price × QT| MC | Brand | MC | Brand |
|----|-------|----|-------|
| HMI | Herman Miller | BLU | Blu Dot |
| MKN | MillerKnoll | DWR | Design Within Reach |
| KNL | Knoll | FRH | Fritz Hansen |
| STC | Steelcase | VIT | Vitra |
| HAW | Haworth | ARP | Arper |
| TEK | Teknion | FLS | Flos |
| HUM | Humanscale | LPO | Louis Poulsen |
| KIM | Kimball | ART | Artemide |
| OFS | OFS | HBF | HBF |
| GEI | Geiger | BRN | Bernhardt |
For unknown codes, keep as-is and flag.
ON/OD pairs → concatenate into "Options" column, separated by | AN/AD pairs → concatenate into "Attributes" column, separated by | AN=DIM, parse dimension string back into W/D/H if possible## SIF Import: Project Alpha — Dealer Quote March 2026
3 records parsed from dealer-quote.sif
| # | SKU | Product | Brand | Qty | List $ | Disc % | Sell $ | Ext Sell | Options | Tag |
|---|-----|---------|-------|-----|--------|--------|--------|----------|---------|-----|
| 1 | 670 | Eames Lounge Chair | Herman Miller | 3 | $5,695 | 42% | $3,303 | $9,909 | Palisander/Black | Exec Lounge |
| 2 | 164-500 | Saarinen Table 54" | Knoll | 1 | $4,750 | 38% | $2,945 | $2,945 | Arabescato/White | Dining |
| 3 | 462-CG | Gesture Chair | Steelcase | 8 | $1,189 | 45% | $654 | $5,232 | Cogent/Licorice | Open Office |
**Totals:**
- List: $22,147 · Sell: $18,086 · Savings: $4,061 (18.3%)
Show the parsed table in Markdown. For persistence, write only to the nearest project-root product-library.csv. Read ../../schema/product-schema.md, ../../schema/csv-conventions.md, and ../../schema/sif-crosswalk.md. Map by these named fields:
Link ← ProductURL; Product Name ← PD; SKU ← PN; Brand ← expanded MCCategory ← GC or PRC; dimensions ← AD where AN=DIM; Weight ← WTList Price ← PL/P1/I1; Sale Price ← calculated sell price; Selected Color/Finish ← ODImage URL ← ImageURL; Tags ← TG; Status ← quoted; Source ← sif-to-csvNotes ← From SIF: {ST}. Discount: {S-}%. Qty: {QT} · Ext: ${ext_sell}Preview the complete batch's row mappings, totals, warnings, and target path, then use the single confirmation gate. After approval, serialize all complete rows as one JSON array and invoke python3 "${CLAUDE_PLUGIN_ROOT}/skills/master-schedule/scripts/csv-library.py" append product --project <project-root> --row-json <batch.json> exactly once. The helper validates the complete batch and library before one atomic replacement; never loop per row.
✓ Parsed dealer-quote.sif
Specification: Project Alpha — Dealer Quote March 2026
3 records · 12 units
Total list: $22,147 · Total sell: $18,086 (18.3% avg discount)
Manufacturers: HMI (1), KNL (1), STC (1)
Saved to: ./product-library.csv
/as:csv-to-sif — round-trip: create SIF, send to dealer, parse their quote back/as:product-data-cleanup — normalize the parsed data/as:product-data-import — reformulate dealer data into a formatted schedule/as:product-enrich — add categories and tags to imported productsTake alpacalabsllc/sif-to-csv from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.