| name | hunt-pricing-anomaly |
| description | On a multi-variant AliExpress listing, find pricing anomalies — where price doesn't scale with volume or quantity, so a bigger size or a bulk tier is disproportionately cheap. Computes ₪-per-litre per variant and reads quantity tiers. |
Hunt Pricing Anomaly
Many AliExpress listings reuse one price across several sizes/variants, or hide a
steep bulk tier. That means the biggest variant, or a quantity break, can be
disproportionately cheap — you get far more product per shekel without paying
proportionally more. This skill finds those anomalies on a listing.
When to use
- A listing has a size / capacity dropdown (multiple SKUs under one item).
- You're buying a commodity where more volume is strictly better (storage boxes,
bulk consumables) and want the best ₪-per-unit-of-stuff, not the lowest sticker.
- Downstream of
search-by-synonyms / search-aliexpress on a shortlisted item.
The anomalies to catch
- Flat price across sizes (per-volume anomaly). The classic. A "Big" variant
priced ~the same as the small one. Compute ₪ per litre for every SKU; the
cheapest ₪/L wins, and it's usually the largest size.
- Steep quantity tier (per-quantity anomaly). "Buy 2+ / 5+ / 10+" drops the
unit price sharply. A 10–20 unit order then lands far below 10× the single price.
- Discount that only applies at one variant/qty. A −30/−38% badge that holds
only for a size you don't want (or evaporates at the qty you'd buy). Verify at the
actual size×qty you'd purchase.
Method
- Enumerate SKUs. Open the listing in the user's own Chrome and do the locale
handshake first (
$CLAUDE_PLUGIN_ROOT/reference/browser.md), then read every
size/variant option with its price. The size grid is JS-gated and the price XHR is
anti-bot-protected, so click each option and read the updated price — plain fetch
and headless both fail here. Chrome first, gateway Playwright as fallback.
- Normalize. For each SKU, parse dimensions → volume in litres
(
L×W×H in cm ÷ 1000), and compute ₪/L. For non-volume goods, normalize on
the natural unit (per metre, per 100 pcs, etc.).
- Read quantity tiers. Capture any qty-break table (thresholds + unit price).
- Flag anomalies. Rank SKUs by ₪/L (or natural unit). Call out any where a
larger size is within ~10% of a smaller one's price, and any qty tier that beats
the 1-unit price by a meaningful margin.
- Landed check. Add ship-to-IL + VAT band at the winning size×qty — the anomaly
only matters if it survives landed in Israel. Shipping frequently does not
scale with the bulk tier, and a heavier variant can lose its free-shipping flag
entirely, so re-read the lane at the winning SKU with
ship-options-il rather
than reusing the single-unit figure.
Output format
Listing: <title> item <id>
Locale: ILS verified
Per-variant (sorted best ₪/L first):
size price volume ₪/L
60×40×34 cm ₪78.00 81.6 L 0.96 ★ cheapest per litre
60×40×23 cm ₪71.00 55.2 L 1.29
40×30×15 cm ₪69.00 18.0 L 3.83
Quantity tiers (if any):
1+ ₪78.00 · 5+ ₪69.00 · 10+ ₪61.00 ← −22% vs single
Anomalies:
• "60×40×34" priced within 10% of "60×40×23" but +48% volume → take the tall one.
• 10+ tier −22%: a 10-unit order ≈ ₪610 vs ₪780 at single price.
Landed at winning SKU (60×40×34 ×10, ship→IL): ₪<x> incl. VAT band <…>
Beats local? local rigid 60×40 w/ lid ≈ ₪80 → compare per-box landed.
Composition
- Consumes a listing shortlisted by
search-by-synonyms / search-aliexpress.
- Uses
ship-options-il for the lane at the winning SKU and fetch-listing for the
landed cost + VAT band.
- Feed the running total to
cart-vat-nudge if buying several. A bulk tier is the
most common way an otherwise-safe order crosses the $75 line — a 10-unit tier at
$9/unit is $90 of goods and fully taxable. Check the tier total, not the unit price.
find-under-75 if the goal is specifically to stay inside the exemption.
Validation checklist
- Every visible SKU was read (not just the default), with a price each.
- ₪/L (or the natural per-unit metric) is computed for each — not just sticker price.
- Quantity tiers reported (including "none found").
- The winning pick is compared landed in Israel, not on sticker alone.
- Shipping was re-read at the winning SKU/qty, not carried over from 1 unit.
- If a quantity tier is recommended, its total goods value was checked against
the $75 de-minimis and the result stated.