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Magento 2 Automation with Claude AI — Run Your Store in Plain English | Panth Infotech

Stop clicking through 12 admin screens. Just ask. "Make every t-shirt $24.99" · "Disable products with no stock" · "Show me the 10 most recent orders" · "Create a Summer Sale CMS block" · "Reindex the catalog price index and flush the FPC" · "undo". Your AI store manager, sitting inside the Magento admin — built on Anthropic's Claude Opus 4.7 with prompt caching, adaptive thinking, manual tool-use loop, dry-run safety, and one-click undo on every bulk write.

Magento 2 Automation with Claude AI turns the admin into a conversational interface. The AI understands your catalog, customers, orders, CMS, configuration, and inventory — and runs the right operation at the right scope. Every destructive write snapshots the before-state into a checkpoint so a single click (or the word "undo") reverses it. New installs ship in dry-run mode by default — the AI shows what it would change without touching the database, perfect for evaluation.

▶ Watch the 71-second demo

Want the original 1080p MP4 with sound-stripped, branded encode for LinkedIn / Twitter / Facebook? Grab Claude-AI-Magento-2-Demo-Marketing.mp4 from the GitHub Releases page.

🚀 Need Custom Magento 2 + AI Development?

Get a free quote for your project in 24 hours — Claude / OpenAI / Gemini integrations, custom Magento modules, Hyvä themes, performance optimization, M1 → M2 migrations, and Adobe Commerce Cloud.

Visit our website: kishansavaliya.com  |  Get a quote: kishansavaliya.com/get-quote

Table of Contents

• Why this changes how you run your store
• Screenshots
• Highlights
• What you can ask today
• Tool Catalog — 19 tools
• How it works
• Storefront Shop Assistant widget
• Compatibility
• Installation
• Configuration — 6 groups, 25+ options
• Safety, Undo & Dry-Run
• Training Examples — teach Claude your store
• Conversation History
• Activity Log + Token Accounting
• Storefront / Marketing use cases — Lead generation, SEO, content
• Security
• Performance — Prompt caching cuts 80% of input cost
• CLI Reference
• Adding a new tool
• Architecture
• Marketing assets — video, social posts, email blurb
• Uninstall
• Changelog
• Troubleshooting
• FAQ
• Support
• About Panth Infotech

Why this changes how you run your store

The Magento admin was built for one persona: the trained merchandiser who knows where every grid lives. Real merchants don't fit that mould. They have ten things to do today and zero patience for "Catalog → Products → Filter SKU contains 'tee' → Mass Action → Update Attributes → Status → Disabled → Submit → Reindex → Flush Cache".

Claude AI Automation collapses that entire flow into a sentence. The same person who'd struggle to find the special-price field can now type "Mark every t-shirt down to $19.99 until Monday" and the AI:

1. Resolves "every t-shirt" into a catalog query against your live database
2. Previews the change (count + sample names) and asks for confirmation when it crosses your threshold
3. Snapshots before-state into a checkpoint
4. Runs the bulk update through Magento's official ProductRepository
5. Reindexes prices and flushes the right cache types
6. Replies in plain English with the exact count and an undo link

If anything's wrong, "undo" reverts it in one round-trip.

This is not a wrapper around the REST API. It's a manual tool-use loop that runs Magento's own service contracts, so every change is auditable, hookable, and indistinguishable from what a human admin would have done by hand.

Screenshots

Admin sidebar — one menu, seven workflows

AI Dashboard — KPIs, quick actions, recent activity

Ask Claude — the chat surface

How to Use — 6-step plain-English onboarding

Training Examples — teach Claude your store's conventions

Conversations — full transcript history

Activity Log — every prompt, tool call, and reply

Checkpoints & Restore — one-click undo

Dashboard widget — Store Assistant on the admin landing page

Configuration — 6 groups, 25+ options

Highlights

What you can ask today

These all work out of the box on a fresh Luma sample-data install. Try them after you set your API key.

Catalog & inventory

• "How many products do I have?"
• "Find all products with the word 'hoodie' in the name"
• "Which products have less than 3 in stock?"
• "Make every t-shirt cost $24.99" — previewed first, undoable
• "Increase prices in the Sale category by 5%" — previewed first, undoable
• "Disable all products with no stock" — undoable
• "Set qty to 50 for SKU TEE-001"
• "Create a new simple product called 'Summer Tee', SKU SUM-001, price $29, qty 100, enabled"

Categories & content

• "How many categories do we have? Also show the complete category structure"
• "Create a new category called 'Clearance' under Sale, position 100, active"
• "Find the 'Shipping & Returns' CMS page and replace 'Tuesday' with 'Wednesday'"
• "Create a CMS block called summer-banner with H2 'Summer Sale - 30% off' and a link to /sale"

Customers & orders

• "Show me the 10 most recent orders"
• "Which customers have spent more than $500 this year?"
• "How many orders are still on hold?"
• "Show me the last 5 orders for [email protected]"

Store ops

• "Reindex the catalog price index and flush the full-page cache"
• "Set the default page title suffix to ' | Acme Store'"
• "Replace the store logo for the default store with the file I just attached"
• "List the third-party modules installed and their versions"
• "Run a SELECT against sales_order to count orders by status this week" — read-only, EXPLAIN-gated

Insights

• "How much did I sell last month? What's the average order value?"
• "How does this week compare to the same week last year?"
• "Which categories have the most products but the fewest sales?"

Recovery

• "undo" — reverts the last bulk write
• "Open the Checkpoints page" — admin-side rollback grid

Tool Catalog — 19 tools

Each tool can be enabled/disabled individually in admin → Configuration → Tool Capabilities. Disabled tools are removed from the AI's catalog at API call time — the AI literally can't see them, so it can't accidentally call them.

Read tools are safe to leave on — they don't mutate state. Write tools create a checkpoint before every change, so they're recoverable in one click. Adding a new tool: implement Panth\ClaudeAi\Model\Tool\ToolInterface and add one entry to etc/di.xml. The model receives the new schema on the next request — no restart needed.

How it works

Key design choices

• Manual loop, not Anthropic's auto-handler — gives us per-step logging, dry-run interception, confirmation gating, and graceful degradation when a tool throws.
• Tool catalog is per-request and per-config — disabling a tool in admin removes it from the JSON sent to the API. The AI literally cannot call something you've turned off.
• Checkpoints snapshot the minimum needed to undo — for a price update, that's the old price per affected SKU. Storage is JSON in panth_claudeai_checkpoint, indexed by created_at so cleanup cron can prune efficiently.
• Training examples are injected as cached system content, not as user/assistant turns — this means they never blow out your context window and they participate in prompt caching.

Storefront Shop Assistant widget

A read-only chatbot for your shoppers — answers product / store questions in plain English. The storefront catalog is restricted to get_products + store_info only via a DI virtualType; writes are unreachable from outside admin.

Add via widget tool (Content → Widgets → New) or layout XML:

The same widget renders inside the admin Dashboard — see screenshot above — so you can run quick queries without leaving your home screen.

Compatibility

Tested on:

• Magento 2.4.8-p4 with PHP 8.4 and Elasticsearch 8 (Hyvä 1.4.5)
• Magento 2.4.7 with PHP 8.3 and OpenSearch 2 (Luma)
• Magento 2.4.6 with PHP 8.2 and Elasticsearch 7 (Hyvä 1.3)

Installation

Composer (recommended)

Then Stores → Configuration → Panth Extensions → Claude AI — Magento Automation and paste your Anthropic API key. Get one at console.anthropic.com — new accounts get $5 free credit which is roughly 5,000 questions for a typical store thanks to prompt caching.

Verify installation

Admin menu — Panth Infotech → Claude AI Automation

The menu surfaces seven pages:

• AI Dashboard — KPIs, quick-action prompts, recent activity table
• Ask Claude — the chat surface
• How to Use — 6-step plain-English onboarding (read this first if you're new)
• Training Examples — teach Claude your store's conventions
• Conversations — full transcript history with tokens + cost per chat
• Activity Log — granular audit trail of every prompt + tool call
• Checkpoints & Restore — one-click undo for any bulk write
• Configuration — 6 config groups, 25+ options

Configuration — 6 groups, 25+ options

Stores → Configuration → Panth Extensions → Claude AI — Magento Automation

All fields are store-scoped where it makes sense (model, effort, dry-run, widget config); auth + retention are global.

Safety, Undo & Dry-Run

This module is built on a defense-in-depth model — even if a single layer fails, the next one catches it.

Layer 1 — Dry-Run mode (default ON)

New installs ship with Dry Run ON. The orchestrator intercepts every write tool, runs the resolution phase (which products match, what would change), and returns a preview to the admin instead of calling the actual write. Output looks like:

Layer 2 — Confirmation gate

When Require Confirmation is on (default), any write affecting more than your threshold (default 5 items) makes the AI stop and ask for explicit "yes" / "go ahead" before proceeding. The conversation looks like:

Layer 3 — Bulk-write hard cap

Every write tool checks Max Items per Bulk Action (default 500) before running. If a query would touch more than the cap, the tool refuses and asks the AI to narrow the scope. This stops "update everything" mishaps even with confirmation off.

Layer 4 — Auto-checkpoint

Even when 1-3 are bypassed (e.g. user explicitly turned everything off for a one-off bulk import), every write tool snapshots the affected rows' before-state into panth_claudeai_checkpoint before mutating. One-click restore from the Checkpoints & Restore grid, or just say "undo" in chat.

Layer 5 — Per-tool master switch

Don't want the AI editing CMS pages? Toggle manage_cms_pages off in Tool Capabilities. The tool is removed from the catalog sent to the API — the AI cannot call it because it doesn't know it exists.

Layer 6 — Read-only storefront catalog

The storefront widget is wired to a separate DI virtualType (Panth\ClaudeAi\Model\ToolRegistry\Storefront) that only registers get_products + store_info. Even if a malicious shopper could craft a tool-use response (they can't — the model picks tools, not the user), there'd be nothing to call.

Training Examples — teach Claude your store

Add few-shot examples in Panth Infotech → Training Examples to teach Claude:

• Your store's slang — "sweats" means hoodies + sweatpants in our catalog
• Refusal patterns — "never delete products, always disable instead — disabled is reversible from the storefront"
• Pricing conventions — "Black Friday discount = 30% off, applied to RRP not current price"
• Inventory rules — "low stock means qty < 5, not the Magento default of 1"

Each example has a Title, Merchant says, Expected outcome, Category, Sort Order, and Status. Active examples are injected as cached system content before every conversation — they never count against your context window after the first request.

The seeded Setup/Patch/Data/SeedTrainingExamples.php ships 11 starter examples covering pricing, inventory, refusal patterns, sales insights, and category/page management.

Conversation History

Every chat is persisted as a conversation — multiple admin turns + assistant turns + tool calls grouped together. The Conversations grid shows:

Useful for compliance reviews (who changed prices on Tuesday?) and cost reporting (how much did the AI cost us last month?).

Activity Log + Token Accounting

The Activity Log captures every step — every API call, every tool execution, every result — so you can debug why the AI did or didn't do what you expected.

Combined with prompt caching, the Tokens column makes it trivial to see when the AI is hitting the cache vs paying full price. A typical session: first question costs ~5,000 input tokens (system + tools + examples + your prompt); subsequent questions in the same hour cost ~500 input tokens — the system block stays cached.

Storefront / Marketing use cases — Lead generation, SEO, content

Beyond admin automation, the module unlocks high-value front-of-house workflows.

🪝 Lead generation

Drop the Shop Assistant widget on a high-traffic CMS page or category and configure the welcome text to qualify leads:

Every storefront conversation is logged with surface=storefront so you can pipe high-intent transcripts into your CRM via a custom observer on the panth_claudeai_conversation_save_after event.

🔍 SEO / content production at scale

Ask Claude to bulk-generate optimized meta titles and descriptions for any subset of products:

"For every product in the 'Tees' category, generate a 50-60-character meta title that includes the brand and 'Free Shipping', and a 140-160-character meta description that includes the main fabric and one benefit. Save them to the products."

The AI runs get_products → loops with manage_products write tool → snapshots a checkpoint per batch. Roll back with one click if you don't like the tone.

For category SEO:

"Rewrite the meta description for the 'Bottoms' category in a 130-character punchy sentence that mentions free shipping over $99 and our 30-day returns."

For CMS content:

"Open the 'About Us' page, find the section starting with 'Founded in 2018' and rewrite it to a more conversational tone — 3 short paragraphs, max."

📣 Marketing automation

"Create a CMS block called summer-sale-banner with an H2 'Summer Sale — 30% Off Everything' and a CTA button linking to /sale. Style classes: bg-red-600 text-white py-12."

Then drop the block into your homepage layout — done in 8 seconds.

"Show me which categories have the most products but the fewest sales last 30 days — those are candidates for a promo."

The AI runs database_query (read-only) and returns a sorted list. Decide your promo, ask the AI to apply it.

🛡️ Refusal training keeps the AI on-brand

Train your AI to refuse off-brand asks — "never write product copy that mentions competitor brand X", "never offer discounts greater than 25% without admin approval" — by adding refusal-pattern training examples. The AI follows your guardrails in every future conversation.

Security

• API key encrypted in core_config_data via Magento's Encrypted backend model.
• Every admin controller has ADMIN_RESOURCE — Panth_ClaudeAi::chat, ::training, ::checkpoint, ::config. Create a custom admin role to scope access to specific surfaces.
• CSRF guard on file upload, form-key validation on chat send.
• File upload hardened — extension allowlist (png|jpg|jpeg|gif|webp|pdf|csv|xlsx|xls|txt|md), MIME allowlist, magic-byte verification on images, sanitised filenames with random suffix, 10 MB cap, .htaccess drop disabling PHP execution in upload dir.
• Storefront endpoint — per-IP rate limit (default 30/hour), message length cap (default 1000 chars), conversation history cap (default 6 turns), READ-ONLY tool catalog wired via DI virtualType. Writes are unreachable.
• Bulk-write hard cap (default 500/call, configurable) prevents accidental whole-catalog mutations.
• Auto-checkpoint before every destructive write — defensive depth in case validation fails.
• database_query is parser-gated — INSERT, UPDATE, DELETE, DROP, TRUNCATE, ALTER, GRANT, REVOKE, LOAD DATA, RENAME, CREATE, REPLACE and stored-routine calls are rejected before reaching the DB.
• Defensive logger — failures in the logger never crash the chat loop.
• No outbound traffic except to api.anthropic.com — auditable in your egress firewall.

Performance — Prompt caching cuts 80% of input cost

The module sends the system prompt + tool catalog + active training examples as a single cached block (Anthropic's cache_control: { type: "ephemeral" }). The cache lives 5 minutes between requests; any request within the window pays the cached read price (10% of the regular input cost) instead of the full input cost.

A typical session:

Output tokens always pay full price — that's the AI's reasoning + reply.

Net effect: for an admin who asks 10-20 questions in a single sitting, average cost per question is ~$0.01 on Opus 4.7. Switch to Sonnet 4.6 for ~$0.003/question, or Haiku 4.5 for ~$0.0006/question.

CLI Reference

Adding a new tool

Register in etc/di.xml:

bin/magento setup:di:compile && bin/magento cache:flush — done. The model picks up the new schema on its next request.

Architecture

Database tables:

• panth_claudeai_activity — every prompt, tool call, reply with token + timing + cost
• panth_claudeai_training — few-shot examples
• panth_claudeai_checkpoint — undo snapshots
• panth_claudeai_attachment — file uploads
• panth_claudeai_conversation — multi-turn threads

Marketing assets — video, social posts, email blurb

We ship a branded, social-ready demo video at docs/marketing/ (and on the GitHub Releases page) — 119-second 1280x720 H.264 with overlay branding, fade in/out, no audio. Drop it straight into LinkedIn / Twitter / Facebook / your homepage.

Suggested LinkedIn caption (copy-paste, edit to taste):

Just shipped: Magento 2 admin you can run in plain English.

No more clicking through 12 screens to bulk-update prices, disable out-of-stock products, or generate SEO meta. Just type what you want — Claude AI handles the rest, with one-click undo on every change.

19 tools · prompt caching · dry-run by default · open source under MIT.

Built on @AnthropicAI Claude Opus 4.7. Compatible with Magento 2.4.4 — 2.4.8, Hyvä, and Luma.

Try it: github.com/mage2sk/magento2-claude-ai

magento #ecommerce #ai #claudeai #anthropic #hyva #adobecommerce

Suggested email blurb:

Magento 2 just got an AI store manager. Type "Make every t-shirt $24.99" into the admin and 4 seconds later 42 products are updated, with a one-click undo if you change your mind. 19 tools. Free + open source. Built on Anthropic's Claude.

→ kishansavaliya.com

Uninstall

The five panth_claudeai_* tables are dropped automatically by setup:upgrade once the module is removed (declarative schema). Your activity history, checkpoints, training examples, and conversations are erased — export anything you want to keep first.

Changelog

1.7.6

• New: manage_cms_blocks and manage_cms_pages tools — full CRUD over CMS content from chat.
• New: set_store_logo tool — upload + apply store logos from chat-attached files, fully checkpointed.
• Improvement: confirmation gate threshold is now configurable (was hard-coded at 1).
• Fix: update_config now writes scope-correctly when scope_id is provided in the prompt.

1.7.0

• New: Conversations grid + per-conversation transcript viewer with token + cost columns.
• New: Storefront Shop Assistant widget — Knockout (Luma) + Alpine (Hyvä) templates.
• Improvement: training examples now seeded with 11 production-quality starters covering pricing, inventory, refusal patterns, sales insights, and category/page management.

1.6.0

• New: database_query tool — read-only SQL with parser-level write blocking.
• New: get_modules tool — list installed third-party modules from chat.
• Improvement: moved system prompt + tool catalog + training examples into a single cache_control block — cuts repeat-question input cost by ~90%.

1.5.0

• New: manage_categories and manage_products tools — full CRUD on categories and products (including configurable + virtual + downloadable types).
• New: Per-tool toggles in admin Configuration — disabled tools removed from API catalog at request time.

1.4.0

• New: Confirmation gate — writes affecting more than the threshold pause for explicit approval.
• New: Bulk-write hard cap — refuses to call write tools that would touch more than the configured max.
• New: Custom logger to var/log/panth_claudeai.log for ops + grep-friendly diagnostics.

1.3.0

• New: Checkpoints + Restore — every write tool snapshots before-state; one-click + voice undo.
• New: Activity log with token accounting + cost-per-request.

1.2.0

• New: Training examples (few-shot) injected as cached system content.
• New: File uploads — images / PDFs / spreadsheets — hardened with extension + MIME + magic-byte allowlists.

1.1.0

• New: Dry-Run mode (default ON for new installs) — preview changes before applying.

1.0.0

• Initial release: 6 tools (get_products, update_product_price, update_product_status, update_inventory, low_stock, store_info) + manual tool-use loop.

Troubleshooting

Enable bin/magento deploy:mode:set developer and tail var/log/panth_claudeai.log for diagnostic output.

FAQ

Is this safe to run on a production Magento store?

Yes — that's the whole point of the safety stack. Dry-run is on by default, every write is checkpointed and reversible in one click, bulk writes are hard-capped, and confirmation is required for anything above your threshold. We recommend a 1-week dry-run period on production before flipping the switch.

Which Claude model should I pick?

• Opus 4.7 — most capable, best for complex multi-step reasoning ("find slow movers in the Sale category that haven't been discounted yet, then bulk-apply a 20% catalog rule"). ~$0.01/question with caching.
• Sonnet 4.6 — 95% as smart at 1/3 the price. Recommended default for most stores. ~$0.003/question.
• Haiku 4.5 — fastest + cheapest. Great for simple lookups + storefront widget. ~$0.0006/question.

You can change models in Configuration without restarting; the next request uses the new model.

Will it work with a custom theme / Hyvä / page-builder?

Yes. The admin chat is theme-independent — it lives at panth_claudeai/chat/index. The storefront widget ships both a Luma (Knockout) template and a Hyvä (Alpine.js + Tailwind) template, picked up automatically based on the active frontend theme.

Does it support multi-store / multi-website?

Yes. Tools that write to scoped data (update_config, manage_cms_pages, manage_cms_blocks, set_store_logo) accept a scope + scope_id parameter the AI fills in based on your prompt. "Set the page title suffix for store view es-mx to ' | Acme México'" — works.

Can I prevent the AI from editing prices?

Yes — three ways.

1. Disable update_product_price in Tool Capabilities.
2. Disable the entire Panth_ClaudeAi::price ACL resource for the relevant admin role.
3. Add a refusal training example: "never change prices without explicit confirmation from the admin user".

Does it call out to anything except api.anthropic.com?

No. Single egress endpoint. Auditable in your firewall — allowlist api.anthropic.com:443 and you're done.

How does prompt caching work?

The system prompt + tool catalog + active training examples are sent as a single content block flagged with cache_control: { type: "ephemeral" }. Anthropic stores it server-side for 5 minutes. Any request from the same workspace within that window gets a 90% discount on the cached portion. The Activity Log surfaces cache_read_tokens so you can verify cache hits.

Can I export conversations / activity for compliance?

Yes. The Conversations grid has Export → CSV / XLSX (UI-component grid). Activity Log too. For programmatic export, query the panth_claudeai_activity and panth_claudeai_conversation tables directly — both have created_at indexes.

Does it work with Adobe Commerce Cloud?

Yes — composer-installable, no native dependencies, no shell-execs, deploy-mode-aware. Tested on Cloud Pro + Starter.

What happens if Anthropic is down?

The chat returns a clear error to the admin, the activity row is logged with status=error, and the orchestrator does not retry indefinitely (would burn API credit). Default timeout is 120 s. The store itself is unaffected — Claude AI is purely additive.

Can I run my own model (e.g. local Llama / Mistral) instead?

Not out of the box. The orchestrator is built around Anthropic's tool-use schema. A future Provider abstraction is on the roadmap — open an issue if this is a blocker.

Is the storefront widget GDPR-compliant?

The widget logs the question + IP for rate limiting + abuse detection. No third-party trackers, no cookies set by us (Anthropic doesn't get end-user IPs — only your server IP). For GDPR, add a one-line disclosure to your widget's welcome text and you're set.

Is the source code available?

Yes. Open source under github.com/mage2sk/magento2-claude-ai. PRs welcome.

Support

Response time: 1–2 business days.

💼 Need Custom Magento + AI Development?

Looking for custom Claude / OpenAI integration, Hyvä theme customization, store migrations, or performance optimization? Get a free quote in 24 hours:

Specializations:

• 🤖 AI-Powered eCommerce — Claude / OpenAI / Gemini integration for content, search, recommendations, automation
• 🛒 Magento 2 Module Development — custom extensions following MEQP standards
• 🎨 Hyvä Theme Development — Alpine.js + Tailwind CSS, lightning-fast storefronts
• 🖌️ Luma Theme Customization — pixel-perfect designs, responsive layouts
• ⚡ Performance Optimization — Core Web Vitals, page speed, caching strategies
• 🔍 Magento SEO — structured data, hreflang, sitemaps, AI-generated meta
• 🛍️ Checkout Optimization — one-page checkout, conversion rate optimization
• 🚀 M1 to M2 Migrations — data migration, custom feature porting
• ☁️ Adobe Commerce Cloud — deployment, CI/CD, performance tuning
• 🔌 Third-party Integrations — payment gateways, ERP, CRM, marketing tools

Industries served: Fashion & Apparel, Electronics, Health & Beauty, Food & Beverage, Home & Garden, B2B Wholesale, Multi-vendor Marketplaces.

License

Released under the MIT License — free for commercial use, no per-store fees, no attribution required (but appreciated).

About Panth Infotech

Built and maintained by Kishan Savaliya — kishansavaliya.com — a Top Rated Plus Magento + AI developer on Upwork with 10+ years of eCommerce experience.

Panth Infotech is a Magento 2 development agency specializing in high-quality, security-focused extensions and themes for both Hyvä and Luma storefronts — and increasingly, AI-augmented commerce tooling. The Panth extension suite covers SEO, performance, checkout, product presentation, customer engagement, store management, and now AI automation — 34+ modules built to MEQP standards and tested across Magento 2.4.4 to 2.4.8.

Browse the full extension catalog on Packagist or the Adobe Commerce Marketplace.

Quick Links

• 🌐 Website: kishansavaliya.com
• 💬 Get a Quote: kishansavaliya.com/get-quote
• 👨‍💻 Upwork Profile (Top Rated Plus): upwork.com/freelancers/~016dd1767321100e21
• 🏢 Upwork Agency: upwork.com/agencies/1881421506131960778
• 📦 Packagist: packagist.org/packages/mage2kishan
• 🐙 GitHub: github.com/mage2sk
• 🛒 Adobe Marketplace: commercemarketplace.adobe.com
• 📧 Email: [email protected]
• 📱 WhatsApp: +91 84012 70422

Ready to put an AI store manager inside your Magento admin?

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