Tracking Discover
jtrackingai/analytics-tracking-automation
A skill your agent uses when the user wants crawl coverage, platform detection, dataLayer discovery, or a fresh artifact directory before grouping and schema work.
Assign every product a Shopify Standard Product Taxonomy category so AI agents can map a shopper's intent to the right category and surface the store's products.
$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-agentic-product-taxonomy -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-agentic-product-taxonomy --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/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agentic/shopify-admin-agentic-product-taxonomy .claude/skills/shopify-admin-agentic-product-taxonomy && 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 "shopify-admin-agentic-product-taxonomy" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/agentic/shopify-admin-agentic-product-taxonomy into .claude/skills/shopify-admin-agentic-product-taxonomy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-agentic-product-taxonomy", 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/40RTY-ai/shopify-admin-skills/tree/main/skills/agentic/shopify-admin-agentic-product-taxonomyType 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 40RTY-ai/shopify-admin-skills --skill shopify-admin-agentic-product-taxonomy -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-agentic-product-taxonomy --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/agentic/shopify-admin-agentic-product-taxonomy .agents/skills/shopify-admin-agentic-product-taxonomy && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "shopify-admin-agentic-product-taxonomy" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/agentic/shopify-admin-agentic-product-taxonomy into .agents/skills/shopify-admin-agentic-product-taxonomy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-agentic-product-taxonomy", 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 40RTY-ai/shopify-admin-skills --skill shopify-admin-agentic-product-taxonomy -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-agentic-product-taxonomy --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/agentic/shopify-admin-agentic-product-taxonomy .cursor/skills/shopify-admin-agentic-product-taxonomy && 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 "shopify-admin-agentic-product-taxonomy" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/agentic/shopify-admin-agentic-product-taxonomy into .cursor/skills/shopify-admin-agentic-product-taxonomy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-agentic-product-taxonomy", 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/40RTY-ai/shopify-admin-skills.git --path skills/agentic/shopify-admin-agentic-product-taxonomy--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 40RTY-ai/shopify-admin-skills --skill shopify-admin-agentic-product-taxonomy -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-agentic-product-taxonomy --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/agentic/shopify-admin-agentic-product-taxonomy .gemini/skills/shopify-admin-agentic-product-taxonomy && 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 "shopify-admin-agentic-product-taxonomy" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/agentic/shopify-admin-agentic-product-taxonomy into .gemini/skills/shopify-admin-agentic-product-taxonomy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-agentic-product-taxonomy", 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 40RTY-ai/shopify-admin-skills shopify-admin-agentic-product-taxonomyInstalls 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 40RTY-ai/shopify-admin-skills --skill shopify-admin-agentic-product-taxonomy -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/agentic/shopify-admin-agentic-product-taxonomy .github/skills/shopify-admin-agentic-product-taxonomy && 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 "shopify-admin-agentic-product-taxonomy" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/agentic/shopify-admin-agentic-product-taxonomy into .github/skills/shopify-admin-agentic-product-taxonomy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-agentic-product-taxonomy", 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 40RTY-ai/shopify-admin-skills --skill shopify-admin-agentic-product-taxonomy -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-agentic-product-taxonomy --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/agentic/shopify-admin-agentic-product-taxonomy .opencode/skills/shopify-admin-agentic-product-taxonomy && 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 "shopify-admin-agentic-product-taxonomy" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/agentic/shopify-admin-agentic-product-taxonomy into .opencode/skills/shopify-admin-agentic-product-taxonomy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-agentic-product-taxonomy", 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.
shopify-admin-agentic-product-taxonomyAssign every product a Shopify Standard Product Taxonomy category so AI agents can map a shopper's intent to the right category and surface the store's products.
Shopify Admin Agentic Product Taxonomy is an agent skill from 40RTY-ai/shopify-admin-skills. Assign every product a Shopify Standard Product Taxonomy category so AI agents can map a shopper's intent to the right category and surface the store's products.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Claude Code, Cursor, Codex, Gemini CLI
It sits in Marketing & SEO. It works with Shopify. The repository describes itself as: Community-maintained AI agent skills for operating Shopify stores — workflows, optimization, reports and more. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 6765cb4. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
shopifyFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From 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.
Claude Code, Cursor, Codex, Gemini CLI
From compatibility in the SKILL.md frontmatter.
Shopify Admin Agentic Product Taxonomy loads about 1.6k tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 484 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 40RTY-ai/shopify-admin-skills at commit 6765cb4, republished under its MIT licence (© 40RTY-ai). 484 words, ~1,634 tokens.
.claude/skills/shopify-admin-agentic-product-taxonomy/SKILL.md (or your agent's skills folder).AI shopping agents resolve a query ("running shoes", "office chair", "sustainable sneakers") to a taxonomy node, then retrieve products in that node. Products with no Standard Product Taxonomy category are invisible to that mapping — they only surface on exact keyword luck. This skill finds uncategorized (or mis-categorized) products and assigns the correct Shopify standard taxonomy category, inferred from title/type/tags and confirmed against the live taxonomy tree. Fixes category-taxonomy-api and lifts catalog-intent-alignment.
shopify auth login --store <domain>)read_products, write_productsAll skills accept these universal parameters:
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
| store | string | yes | — | Store domain (e.g., mystore.myshopify.com) |
| format | string | no | human | Output format: human (default) or json |
| dry_run | bool | no | false | Preview mutations without executing |
Skill-specific parameters:
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
| collection_id | string | no | — | Limit to a collection GID |
| tag | string | no | — | Limit to a product tag |
| only_missing | bool | no | true | If true, only assign products with no category; if false, also review mismatches |
| confidence_floor | float | no | 0.7 | Skip products whose best taxonomy match scores below this |
⚠️ Step 4 (
productUpdate) sets thecategoryon live products, which affects storefront facets, marketplaces, and tax. A wrong category mis-files a product everywhere. Rundry_run: true, review the proposedproduct → categorymapping, and only auto-assign matches aboveconfidence_floor; queue the rest for human review.
OPERATION: products — query
Inputs: first: 250, optional filter; fields title, productType, tags, category{ id fullName }; paginate.
Expected output: Products with their current category (or null).
OPERATION: taxonomy — query
Inputs: search the standard taxonomy tree by candidate terms derived from each product's type/title.
Expected output: Candidate taxonomy category nodes (id + fullName) to match against.
COMPUTE (no API): score each product against candidate nodes; pick the best ≥ confidence_floor. Emit the proposed mapping.
OPERATION: productUpdate — mutation
Inputs: { id, category: <taxonomyCategoryId> } per confident match.
Expected output: Updated product category; collect userErrors.
# products:query — validated against api_version 2025-01
query TaxonomyProducts($first: Int!, $after: String, $query: String) {
products(first: $first, after: $after, query: $query) {
edges {
node {
id
title
productType
tags
category { id fullName }
}
}
pageInfo { hasNextPage endCursor }
}
}# taxonomy:query — validated against api_version 2025-01
query TaxonomySearch($search: String) {
taxonomy {
categories(first: 20, search: $search) {
edges { node { id fullName isLeaf level } }
}
}
}# productUpdate:mutation — validated against api_version 2025-01
mutation TaxonomyAssign($input: ProductInput!) {
productUpdate(input: $input) {
product { id category { id fullName } }
userErrors { field message }
}
}Claude MUST emit the following output at each stage. This is mandatory.
On start, emit:
╔══════════════════════════════════════════════╗
║ SKILL: <skill name> ║
║ Store: <store domain> ║
║ Started: <YYYY-MM-DD HH:MM UTC> ║
╚══════════════════════════════════════════════╝After each step, emit:
[N/TOTAL] <QUERY|MUTATION> <OperationName>
→ Params: <brief summary of key inputs>
→ Result: <count or outcome>If dry_run: true, prefix every mutation step with [DRY RUN] and do not execute it.
On completion, emit:
For format: human (default):
══════════════════════════════════════════════
OUTCOME SUMMARY
<Metric label>: <value>
Errors: 0
Output: <filename or "none">
══════════════════════════════════════════════For format: json, emit:
{
"skill": "<skill-slug>",
"store": "<domain>",
"started_at": "<ISO8601>",
"completed_at": "<ISO8601>",
"dry_run": false,
"steps": [
{
"step": 1,
"operation": "<OperationName>",
"type": "query",
"params_summary": "<string>",
"result_summary": "<string>",
"skipped": false
}
],
"outcome": {
"metric_key": 0,
"errors": 0,
"output_file": null
}
}human: count categorized + a CSV (product, old_category, new_category, confidence) and a "needs review" list below the floor. json: { categorized, needs_review, errors, output_file }.
| Error | Cause | Recovery |
|---|---|---|
THROTTLED | API rate limit | Wait 2s, retry up to 3 times |
| No taxonomy match | Niche/ambiguous product | Add to needs-review list, do not guess |
userErrors on update | Invalid category id | Log, skip, continue |
only_missing: true for the first pass; re-categorizing existing assignments is higher-risk and best reviewed.shopify-admin-agentic-readiness-audit to confirm the Matchable pillar improved.© 40RTY-ai, MIT. 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 skills/agentic/shopify-admin-agentic-product-taxonomy of 40RTY-ai/shopify-admin-skills.
Open the folder on GitHubat commit 6765cb4
Shopify Admin Agentic Product Taxonomy 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 |
|---|---|---|---|---|---|---|
| Shopify Admin Agentic Product Taxonomy this skill40RTY-ai/shopify-admin-skills | 194 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Tracking Discoverjtrackingai/analytics-tracking-automation | 142 | — | ~614 | Automated safety check: Pass | Apache-2.0 | |
| Google Analytics 4 Setupooiyeefei/ccc | 495 | — | ~2.2k | Automated safety check: Pass | MIT | |
| Tracking Syncjtrackingai/analytics-tracking-automation | 142 | — | ~677 | Automated safety check: Pass | Apache-2.0 | |
| Ad Conversion Tracking Setupminhnv0807/ai-business-skills | 609 | — | ~3.7k | Automated safety check: Pass | MIT | |
| Shopifythatrebeccarae/claude-marketing | 161 | — | ~2.4k | Automated safety check: Notes | MIT |
jtrackingai/analytics-tracking-automation
A skill your agent uses when the user wants crawl coverage, platform detection, dataLayer discovery, or a fresh artifact directory before grouping and schema work.
ooiyeefei/ccc
Sets up GA4 on a website and wires one real conversion event end to end, verified in DebugView before any money goes into ads.
jtrackingai/analytics-tracking-automation
A skill your agent uses when the user wants GTM-ready config generation, GTM workspace sync, or container selection from an approved schema.
minhnv0807/ai-business-skills
Sets up and verifies conversion tracking before ad spend: Meta Pixel and CAPI, Google Ads, GA4, TikTok, server-side GTM, consent mode, UTMs and a pre-launch checklist.
thatrebeccarae/claude-marketing
Shopify e-commerce platform marketing expertise. An agent skill from thatrebeccarae/claude-marketing.
jtrackingai/analytics-tracking-automation
A skill your agent uses when the platform is Shopify or the run needs the Shopify-specific schema, sync, install, or verification branch.
40RTY-ai/shopify-admin-skills
Query checkouts abandoned in the last N days, generate unique discount codes per customer, and tag them for re-engagement.
40RTY-ai/shopify-admin-skills
Update the shipping address on an unfulfilled order before it ships.
40RTY-ai/shopify-admin-skills
Edit the theme's robots.txt.liquid to explicitly allow AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, Amazonbot) so AI assistants are permitted to read the catalog.
40RTY-ai/shopify-admin-skills
Rewrite thin product descriptions into structured, fact-rich copy (materials, fit, use-cases, the words shoppers actually type) so AI agents have something concrete to quote and match.
40RTY-ai/shopify-admin-skills
Generate and set descriptive alt text on product images so AI agents (which can't 'see' pixels) can understand and recommend what each product looks like.
40RTY-ai/shopify-admin-skills
Generate and publish an /llms.txt guide (brand summary, flagship products, key policies, contact) via a theme template so AI assistants get a curated, machine-readable map of the store.
Works with
Categories
Assign every product a Shopify Standard Product Taxonomy category so AI agents can map a shopper's intent to the right category and surface the store's products. Shopify Admin Agentic Product Taxonomy is an agent skill from 40RTY-ai/shopify-admin-skills. Assign every product a Shopify Standard Product Taxonomy category so AI agents can map a shopper's intent to the right category and surface the store's products.
Shopify Admin Agentic Product Taxonomy fits situations like: marketing & SEO work in your project.
Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-agentic-product-taxonomy -a claude-code`. Or copy the skill folder (skills/agentic/shopify-admin-agentic-product-taxonomy in 40RTY-ai/shopify-admin-skills) into .claude/skills/shopify-admin-agentic-product-taxonomy in your project. Claude Code loads it when a task matches its description.
Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-agentic-product-taxonomy -a codex`. Or copy the skill folder (skills/agentic/shopify-admin-agentic-product-taxonomy in 40RTY-ai/shopify-admin-skills) into .agents/skills/shopify-admin-agentic-product-taxonomy 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 40RTY-ai/shopify-admin-skills --skill shopify-admin-agentic-product-taxonomy -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/shopify-admin-agentic-product-taxonomy, .gemini/skills/shopify-admin-agentic-product-taxonomy, .github/skills/shopify-admin-agentic-product-taxonomy and .opencode/skills/shopify-admin-agentic-product-taxonomy in your project.
Going by SKILL.md and its folder, Shopify Admin Agentic Product Taxonomy needs the command-line tools its instructions call (shopify). Compatibility (from SKILL.md): Claude Code, Cursor, Codex, Gemini CLI.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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.
Shopify Admin Agentic Product Taxonomy is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.5k 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 Shopify Admin Agentic Product Taxonomy: Tracking Discover (jtrackingai/analytics-tracking-automation, 142 stars), Google Analytics 4 Setup (ooiyeefei/ccc, 495 stars), Tracking Sync (jtrackingai/analytics-tracking-automation, 142 stars) and Ad Conversion Tracking Setup (minhnv0807/ai-business-skills, 609 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
40RTY-ai (a GitHub organization) maintains it in 40RTY-ai/shopify-admin-skills, which has 194 GitHub stars. The repository holds 116 skills in this directory. The repository was last updated on August 14, 2026.
Source: 40RTY-ai/shopify-admin-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.