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Detect and fix silent Amazon category re-noding. When Amazon quietly moves listings to incorrect browse-tree nodes, sales drop sharply because the listing now ranks against the wrong queries. This skill audits the nodes, identifies the wrong placements, and writes the browse-node correction case for Seller Central. Use when a user notices a sudden sales drop with flat ad spend, a listing in the wrong browse category, or wonders why their product is not showing up for the right keywords. Trigger phrases: "category", "browse node", "wrong category", "re-noded", "sales dropped no reason", "browse tree". Works with zero tools.
Plan Amazon coupons that lift conversion without leaking margin. Decides between percentage and dollar-off coupons, sets the right discount depth, picks the goal (launch, conversion lift, review velocity, stock clearance), and checks the math against fees and margin. Use when a user asks about coupons, the green coupon badge, percentage vs dollar off, coupon discount depth, or whether a coupon is worth running. Trigger phrases: "coupon", "coupon strategy", "coupon badge", "percentage off coupon", "dollar off coupon". Works with zero tools. the user provides price, cost, and fees.
Plan Amazon wholesale sourcing. finding suppliers and brands to resell, opening wholesale accounts, negotiating terms and minimum order quantities, and checking that a wholesale deal is actually profitable and not gated. Use when a user asks about wholesale sourcing, finding suppliers, reselling brands, opening wholesale accounts, negotiating with distributors, or evaluating a wholesale product. Trigger phrases: "wholesale", "wholesale sourcing", "find suppliers", "resell brands", "distributor", "wholesale account", "MOQ negotiation". Works with zero tools.
Parses Amazon Search Term Reports (50K+ rows) into 4 actionable buckets: negative exacts, negative phrases, exact-match harvest, and hero scale terms. Produces a Bulk Operations upload-ready file in minutes instead of the eyeball approach that misses 60% of opportunities. Use when a user mentions STR, PPC bulksheet, or search term analysis. Trigger phrases: "search term report", "STR analysis", "PPC bulksheet", "negative keywords bulk upload", "harvest exact match". Works with zero tools.
Prepare an FBA shipment correctly so it is not rejected, delayed, or charged prep fees at the warehouse. Covers labeling, polybagging, suffocation warnings, bundle and set prep, expiration dating, box weight and dimension limits, and the shipment plan itself. Use when a user asks about FBA prep, shipping inventory to Amazon, labeling units, polybag requirements, prep requirements, a shipment that was rejected, or unplanned prep fees. Trigger phrases: "FBA prep", "ship to Amazon", "FBA labeling", "polybag", "shipment plan", "prep requirements", "shipment rejected". Works with zero tools.
Keep a system's business logic independent of the technology it talks to, by reasoning about which way dependencies point across a hexagonal / ports-and-adapters / clean-architecture boundary. A system holds three kinds of code — its reason to exist (the business logic), its connections to the outside world, and how it's run (the wiring and entrypoint) — so the question is never "which folder" but "is this the reason, a connection, or how it's run, and what may it depend on?" Use it to scaffold a new system, place a feature, integration, or entrypoint, review how it's shaped, or write an ADR about the layout — and whenever a dependency points the wrong way or you're unsure where something belongs. Language-/framework-agnostic: the kinds map onto whatever names a project uses (app/infra/run, domain/adapters/cmd). Reach for it even when the user never says "hexagonal": "where should this go", "scaffold it ports-and-adapters", "review against hexagonal principles", "which layer owns this" are all signals.
Aave V3 lending: supply tokens to earn yield, withdraw any time, view positions. Use when farming lending yield or checking Aave positions (e.g. supply 100 USDC on Arbitrum, withdraw all DAI, current Aave APY).
Onchain OS onboarding & guide hub — the single entry for first-time, 'what is this / how do I use it', OKX.AI, and customer-support intents; classifies the intent and routes to the right sub-flow via its Intent Routing table. Covers: (1) Onchain OS onboarding + welcome banner — 'what is onchainos', 'what is onchain os', 'what can it do', 'what can onchainos do', 'what does onchainos do', 'how do I use this', 'how do I play', 'how to use onchainos', 'how to play onchainos', 'how does onchainos work', 'how do I start', 'getting started', 'tutorial', 'onboarding', 'first time', 'I just installed', 'now what', 'what do I do now', 'where do I start', 'who are you', 'what are you', 'introduce onchainos', 'tell me about onchainos', 'I'm new'; (2) OKX.AI intro & role-registration routing (the Agent economic system — roles User / ASP / Evaluator) — 'what is OKX.AI', 'OKX.AI 是什么', 'how to use OKX.AI', 'OKX.AI 快速开始', and any spelling / spacing / casing / typo variant (OKXAI, okx ai, okx-ai, lowercase okx.ai, 啥是okxai); (3) customer support / Help Center — 'contact support', 'talk to a human', 'customer service', 'file a complaint', 'give feedback', 'report a bug / system error', 'help center', 'FAQ', 'user guide', 'something is broken'. NOT for: direct on-chain actions (swap / wallet / balance / token) or Agent task lifecycle (publish / accept / deliver / dispute) — those have their own skills.
Train and fine-tune transformer language models using TRL (Transformers Reinforcement Learning). Supports SFT, DPO, GRPO, KTO, RLOO and Reward Model training via CLI commands.
Flash the FPGA on an HSB board connected to an NVIDIA devkit. Supports HSB Lattice boards (FPGA versions 2407, 2412, 2507, 2510) and Leopard Imaging VB1940 "all-in-one" cameras (FPGA versions 2507, 2510). Uses release-specific YAML manifests and board-type-specific program commands. Lattice and VB1940 commands must never be mixed.
Install and verify cuPyNumeric for Python — requirements, commands, verification. Source builds are out of scope.
紫鸟角色管理:角色的查询、创建、修改、分配和权限查看。当用户需要查看角色列表、创建/修改角色、将角色分配给员工或查看角色成员时使用。