Ecommerce Product Detail
browser-act/skills
Extract complete product information from any e-commerce product page.
E-commerce: cart, checkout, payments (Stripe/Adyen), order state, inventory, promos, tax.
$ npx skills add softspark/ai-toolkit --skill ecommerce-patterns -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install softspark/ai-toolkit ecommerce-patterns --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/app/skills/ecommerce-patterns .claude/skills/ecommerce-patterns && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ecommerce-patterns" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/ecommerce-patterns into .claude/skills/ecommerce-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ecommerce-patterns", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/softspark/ai-toolkit/tree/main/app/skills/ecommerce-patternsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add softspark/ai-toolkit --skill ecommerce-patterns -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install softspark/ai-toolkit ecommerce-patterns --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/app/skills/ecommerce-patterns .agents/skills/ecommerce-patterns && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ecommerce-patterns" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/ecommerce-patterns into .agents/skills/ecommerce-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ecommerce-patterns", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add softspark/ai-toolkit --skill ecommerce-patterns -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install softspark/ai-toolkit ecommerce-patterns --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/app/skills/ecommerce-patterns .cursor/skills/ecommerce-patterns && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ecommerce-patterns" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/ecommerce-patterns into .cursor/skills/ecommerce-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ecommerce-patterns", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/softspark/ai-toolkit.git --path app/skills/ecommerce-patterns--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add softspark/ai-toolkit --skill ecommerce-patterns -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install softspark/ai-toolkit ecommerce-patterns --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/app/skills/ecommerce-patterns .gemini/skills/ecommerce-patterns && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ecommerce-patterns" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/ecommerce-patterns into .gemini/skills/ecommerce-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ecommerce-patterns", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install softspark/ai-toolkit ecommerce-patternsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add softspark/ai-toolkit --skill ecommerce-patterns -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/app/skills/ecommerce-patterns .github/skills/ecommerce-patterns && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ecommerce-patterns" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/ecommerce-patterns into .github/skills/ecommerce-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ecommerce-patterns", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add softspark/ai-toolkit --skill ecommerce-patterns -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install softspark/ai-toolkit ecommerce-patterns --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/app/skills/ecommerce-patterns .opencode/skills/ecommerce-patterns && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ecommerce-patterns" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/ecommerce-patterns into .opencode/skills/ecommerce-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ecommerce-patterns", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
ecommerce-patternsE-commerce: cart, checkout, payments (Stripe/Adyen), order state, inventory, promos, tax.
Ecommerce Patterns is an agent skill from softspark/ai-toolkit. E-commerce: cart, checkout, payments (Stripe/Adyen), order state, inventory, promos, tax. Triggers: cart, checkout, SKU, payment, Stripe, Shopify, Medusa, Magento, coupon, refund.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Sales & Support, covering E-commerce operations. It works with Adobe Commerce, Stripe and Shopify. The repository describes itself as: Professional-grade AI coding toolkit: 94 skills, 44 agents, multi-platform (Claude, Cursor, Windsurf, Copilot, Gemini, Cline, Roo Code, Aider, Augment, Antigravity, Codex CLI… The licence is Apache-2.0.
Read from SKILL.md and the folder at commit d64db2b. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are xml, graphql, python, sql and json).
From the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
w3.orgFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Ecommerce Patterns loads about 1.8k tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 458 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from softspark/ai-toolkit at commit d64db2b, republished under its Apache-2.0 licence (© softspark). 458 words, ~1,753 tokens.
.claude/skills/ecommerce-patterns/SKILL.md (or your agent's skills folder).| Scenario | Platform |
|---|---|
| Enterprise B2B | OroCommerce |
| Enterprise B2C | Magento 2 |
| Mid-market | Shopify Plus |
| Small business | WooCommerce, PrestaShop |
| Custom/Headless | Medusa, Saleor |
app/code/Vendor/Module/
├── Api/
│ └── Data/
│ └── EntityInterface.php
├── Block/
├── Controller/
│ └── Index/
│ └── Index.php
├── etc/
│ ├── module.xml
│ ├── di.xml
│ ├── routes.xml
│ └── frontend/
├── Model/
│ └── ResourceModel/
├── Setup/
├── view/
│ └── frontend/
│ ├── layout/
│ └── templates/
├── registration.php
└── composer.json<!-- etc/di.xml -->
<config xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="urn:magento:framework:ObjectManager/etc/config.xsd">
<preference for="Vendor\Module\Api\ServiceInterface" type="Vendor\Module\Model\Service"/>
<type name="Vendor\Module\Model\Service">
<arguments>
<argument name="logger" xsi:type="object">Psr\Log\LoggerInterface</argument>
</arguments>
</type>
</config>type Query {
customProducts(
search: String
pageSize: Int = 20
currentPage: Int = 1
): CustomProductOutput @resolver(class: "Vendor\\Module\\Model\\Resolver\\Products")
}Empty → Has Items → Checkout Started → Payment → Order Placed
↑ ↓
└──── Abandoned ←────┘1. Cart Review
2. Shipping Address
3. Shipping Method
4. Payment Method
5. Order Review
6. Place Order
7. ConfirmationBase Price
- Catalog Discounts
= Adjusted Price
× Quantity
= Line Total
+ Tax (if exclusive)
= Line Total with Tax
Σ All Lines
= Subtotal
+ Shipping
- Cart Discounts
= Grand Totalclass InventoryService:
def reserve_stock(self, product_id: str, qty: int) -> bool:
"""Reserve stock during checkout."""
with transaction.atomic():
stock = Stock.select_for_update().get(product_id=product_id)
if stock.available >= qty:
stock.reserved += qty
stock.available -= qty
stock.save()
return True
return False
def confirm_stock(self, reservation_id: str):
"""Confirm reservation after order placed."""
reservation.status = 'confirmed'
reservation.save()
def release_stock(self, reservation_id: str):
"""Release stock if order cancelled."""
# Return reserved qty to available-- Stock per warehouse
SELECT
p.sku,
w.name as warehouse,
s.quantity,
s.reserved
FROM stock s
JOIN products p ON s.product_id = p.id
JOIN warehouses w ON s.warehouse_id = w.id
WHERE p.sku = 'SKU-123';Product → Indexer → Search Index (Elasticsearch/OpenSearch)
→ Price Index
→ Category Index
→ Stock Index{
"aggs": {
"categories": {
"terms": { "field": "category_ids" }
},
"price_ranges": {
"range": {
"field": "price",
"ranges": [
{ "to": 50 },
{ "from": 50, "to": 100 },
{ "from": 100 }
]
}
},
"brands": {
"terms": { "field": "brand" }
}
}
}| Layer | Cache |
|---|---|
| Page | Varnish, CDN |
| Block | Redis |
| Query | MySQL Query Cache |
| Full Page | Redis FPC |
decimal.Decimal, BigDecimal, or integer minor units (cents). Float rounding produces $0.01 discrepancies that accumulate into angry customer emails.Idempotency-Key or natural key — users double-click checkout buttons, networks retry, and duplicate orders are expensive to reconcile./api-patterns/database-patterns/data-analyst agent© softspark, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in app/skills/ecommerce-patterns of softspark/ai-toolkit.
Open the folder on GitHubat commit d64db2b
Ecommerce Patterns next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ecommerce Patterns this skillsoftspark/ai-toolkit | 179 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| Ecommerce Product Detailbrowser-act/skills | 6.1k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Ecommerce SEOnowork-studio/notfair-plugin | 3.9k | — | ~919 | Automated safety check: Pass | MIT | |
| Checkout Purchasekeypo-us/keypo-cli | 182 | — | ~880 | Automated safety check: Notes | None | |
| Afaafadtc/afa-dtc-skills | 168 | — | ~2.6k | Automated safety check: Pass | Custom licence | |
| Seedance Ecommerce Adbeshuaxian/higgsfield-seedance2-jineng | 882 | — | ~11k | Automated safety check: Pass | None |
browser-act/skills
Extract complete product information from any e-commerce product page.
nowork-studio/notfair-plugin
E-commerce SEO audit for online stores (WooCommerce, Shopify, Magento, custom).
keypo-us/keypo-cli
A skill your agent uses when the user asks to buy a product from the Shopify store.
afadtc/afa-dtc-skills
AFA DTC 全链路独立站操盘系统——系统入口、一级路由器、工作流编排器,统筹品牌基建、付费获客、有机增长、变现留存、运营扩张五大业务线。Use when user mentions: 独立站, DTC, 电商, ecommerce, Shopify, 品牌站, 独立站运营, DTC品牌, 全链路, 操盘, 独立站诊断, 独立站增长, 独立站策略.
beshuaxian/higgsfield-seedance2-jineng
Generate e-commerce product advertisement video prompts for Seedance 2.0 on Higgsfield.
browser-act/skills
Extract product list from any e-commerce category page, search results page, or keyword search with filters.
softspark/ai-toolkit
Prepare or verify a project QA environment with source identity, readiness, browser access, evidence paths and owned cleanup.
softspark/ai-toolkit
Accessibility validator: WCAG 2.1 AA, EN 301 549, EAA. An agent skill from softspark/ai-toolkit.
softspark/ai-toolkit
Analyzes code quality, complexity, patterns across codebase.
softspark/ai-toolkit
Drives a brief, specification, issue or existing PR through implementation, review, tests and QA to a ready PR.
softspark/ai-toolkit
Direct technical voice for docs, README, user-facing text. An agent skill from softspark/ai-toolkit.
softspark/ai-toolkit
Detect/generate/debug CI pipeline config (GitHub Actions, GitLab CI).
Works with
Categories
E-commerce: cart, checkout, payments (Stripe/Adyen), order state, inventory, promos, tax. Ecommerce Patterns is an agent skill from softspark/ai-toolkit. E-commerce: cart, checkout, payments (Stripe/Adyen), order state, inventory, promos, tax.
Ecommerce Patterns fits situations like: tasks that involve E-commerce operations.
Run `npx skills add softspark/ai-toolkit --skill ecommerce-patterns -a claude-code`. Or copy the skill folder (app/skills/ecommerce-patterns in softspark/ai-toolkit) into .claude/skills/ecommerce-patterns in your project. Claude Code loads it when a task matches its description.
Run `npx skills add softspark/ai-toolkit --skill ecommerce-patterns -a codex`. Or copy the skill folder (app/skills/ecommerce-patterns in softspark/ai-toolkit) into .agents/skills/ecommerce-patterns in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add softspark/ai-toolkit --skill ecommerce-patterns -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ecommerce-patterns, .gemini/skills/ecommerce-patterns, .github/skills/ecommerce-patterns and .opencode/skills/ecommerce-patterns in your project.
SKILL.md names no scripts, command-line tools or credentials: Ecommerce Patterns is instructions for the agent only. Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read.
SKILL.md names 1 domain. In commands or code: w3.org; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Ecommerce Patterns is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Ecommerce Patterns: Ecommerce Product Detail (browser-act/skills, 6.1k stars), Ecommerce SEO (nowork-studio/notfair-plugin, 3.9k stars), Checkout Purchase (keypo-us/keypo-cli, 182 stars) and Afa (afadtc/afa-dtc-skills, 168 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
softspark (a GitHub user) maintains it in softspark/ai-toolkit, which has 179 GitHub stars. The repository holds 112 skills in this directory. The repository was last updated on October 7, 2026.
Source: softspark/ai-toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.