Canonical page: https://www.kuudo.com/features/skills/ [← All features](/features/) Skills ![](/assets/images/ai/skills-light.svg) ![](/assets/images/ai/skills.svg) # Your tribal knowledge, finally put to work. Skills are guided, multi-step automations for the Amazon Ads and Amazon Seller workflows your team runs repeatedly: AMC, Sponsored Products, DSP, listings, returns, Sales & Traffic, and SQP. Run them from chat, code, or a CLI. The heavy lifting is already encoded. Our installable Skills are public in [KuudoAI/skills](https://github.com/KuudoAI/skills) on GitHub. Read them before you install. The Amazon product image and video Skills are built into Iris and require no separate installation. [Browse the Skills on GitHub](https://github.com/KuudoAI/skills) [Read the docs](/docs/) ## Also find our skills published on * [![](/assets/images/skill-directories/lobehub.svg) LobeHub](https://lobehub.com/skills?q=kuudoai) * [![](/assets/images/skill-directories/skills-sh.svg) skills.sh](https://skills.sh/KuudoAI/skills) * [![](/assets/images/skill-directories/tessl.svg) Tessl](https://tessl.io/registry/kuudoai/kuudo-skills) Skill catalog ## Start with the job your agent needs to run. Each Skill packages the workflow, required context, output contract, and safety boundaries for a repeatable Amazon operation. 20 public Skills · 2 certified · 2 built into Iris ### Amazon Ads Skills Automate Amazon Ads with agent workflows for budget pacing, the Sponsored Products audit, search-term mining, reporting and DSP. Changes wait for approval. [Compare 9 Skills →](/features/skills/amazon-ads/) [ v2.2.2 Approval-gated activation ### Create a DSP campaign Launch an automated Amazon DSP campaign in the right order, with conversion tracking, tactic-specific ad groups, verification reads, and controlled activation. New Performance+ or Brand+ launches Paused campaign ](/features/skills/amazon-ads/create-dsp-campaign/)[ v0.5.2 Grounded before execution ### Amazon Marketing Cloud Ask in plain English — new-to-brand, ad frequency, customer lifetime value, off-Amazon conversions — and the skill picks from 50+ proven AMC playbooks, writes validated SQL, and returns privacy-safe answers or DSP-ready audiences. New-to-brand, reach, and frequency questions Validated AMC SQL ](/features/skills/amazon-ads/marketing-cloud/)[ v0.4.4 Validate before report creation ### Amazon Ads reporting Translate familiar v3 report requests or an ad-hoc metric question into a validated Amazon Ads API v1 CreateReport request your AI client can run. Known v3 report equivalents Validated field list ](/features/skills/amazon-ads/reporting/)[ v0.2.1 Analysis only ### Sponsored Brands review Turn Sponsored Brands campaign data into a defensible portfolio review covering efficiency, creative attention, and new-to-brand contribution. Sponsored Brands portfolio reviews Portfolio summary ](/features/skills/amazon-ads/sponsored-brands-performance-review/)[ v0.4.2 Recommendations, not automatic changes ### Sponsored Products campaign audit Find concentration, dead campaigns, low-activity campaigns, budget utilization problems, and structural patterns across a Sponsored Products portfolio. Portfolio structure health Portfolio health summary ](/features/skills/amazon-ads/sponsored-products-campaign-audit/)[ v0.5.4 Sufficiency-gated recommendations ### Sponsored Products search terms Generate and analyze a validated Sponsored Products search-term report, separating generic, branded, rising, negative, and product-targeting streams. Scale and negative candidates Generic and branded gold tables ](/features/skills/amazon-ads/sponsored-products-search-terms/)[ v0.3.1 Explicit approval before writes ### Budget pacing Turn a monthly spend target, actuals, seasonality, efficiency, and exhaustion signals into a reproducible daily budget proposal for Amazon Ads. Monthly spend-plan control Daily pacing target ](/features/skills/amazon-ads/budget-pacing/)[ v1.2.0 Read-only account discovery ### Amazon Ads accounts Tell advertiser accounts, profiles, entity IDs, DSP advertiser IDs, and manager accounts apart, list what you can access, pick the marketplace profile, and trace parent and child relationships before any other Ads work starts. Choosing the profile for one marketplace Selected account, profile, and marketplace ](/features/skills/amazon-ads/accounts/)[ v0.4.2 Checks pixels, then registers ### Ads creative assets Generate custom images, brand logos, display banners, and ad copy to the program's spec, check the pixels against Amazon's creative policy, then register each asset through the Amazon Ads MCP with its ASINs as tags. Sponsored Brands and Sponsored Display custom images Square, wide, and tall custom images ](/features/skills/amazon-ads/creative-assets/) ### Amazon Seller Skills Agent workflows for listings and compliance, product creative, FBA stock and inbound, returns, Sales and Traffic, Search Query Performance, and pricing. [Compare 11 Skills →](/features/skills/amazon-seller/) [ v1.2.3 Preview, confirm, submit ### Listing optimizer Inspect catalog and listing state, ground recommendations in category rules, preview exact changes, and submit listing or A+ updates only after confirmation. Listing quality audits Listing quality audit ](/features/skills/amazon-seller/listing-optimizer/)[ v0.1.3 Gates the write, never writes ### Listing compliance check Run an Amazon listing compliance check before you list: find the rules and regulators that apply, check ASIN gating, and get a met or unmet checklist. "Can I list this?" before a new product goes live Met and unmet compliance checklist ](/features/skills/amazon-seller/listing-compliance/)[ v1.2.1 Compliance before publication ### Product creative Create, edit, and audit Amazon main, lifestyle, infographic, and detail images against current Seller Central rules before they reach a listing. Main-image creation and compliance Amazon-ready product imagery ](/features/skills/amazon-seller/product-creative/)[ v0.7.1 Analysis with pinned taxonomy ### Refund and return monitor Explain return volume, reasons, dispositions, concentration, listing-accuracy themes, and prior-period movement across FBA and merchant-fulfilled orders. High-return ASIN diagnosis Return-rate and reason analysis ](/features/skills/amazon-seller/refund-return-monitor/)[ v0.5.2 Analysis only ### Sales and Traffic analyzer Turn Seller Central Business Reports data into portfolio and ASIN-level traffic, conversion, sales, trend, anomaly, and optional B2B analysis. Portfolio and ASIN performance Portfolio KPI summary ](/features/skills/amazon-seller/sales-traffic-analyzer/)[ v2.1.2 Evidence-ranked recommendations ### SQP ASIN n-gram analysis Connect Search Query Performance share gaps to specific ASIN, content, price, shipping, and variation opportunities using query and n-gram evidence. ASIN-level SQP opportunity ranking ASIN-query decision records ](/features/skills/amazon-seller/sqp-asin-ngram/)[ v0.2.1 Fees sourced, never invented ### Profitability calculator An Amazon profitability calculator that computes per-unit margin, the safe break-even and target-margin price, affordable ad spend, and a period P&L waterfall from Amazon's own fee estimates at each candidate price rather than from a rate card. Should I sell this ASIN, and at what price Break-even safe floor and target-margin price ](/features/skills/amazon-seller/amazon-profitability-calculator/)[ v0.2.1 Proposes; writes on approval ### Repricing An Amazon repricer run from your AI client: pull prices, offers, fees, and stock from the Selling Partner API, compute a floor per SKU at the candidate price, diagnose what is costing the Featured Offer, segment the catalog into rule archetypes, and hand back a validated price change-set for approval. Losing the Buy Box on part of the catalog Per-SKU floors and ceilings ](/features/skills/amazon-seller/amazon-repricer/)[ v0.2.2 Read-only ### Stockout prevention Amazon stockout prevention for FBA: see which SKUs will run out, when, and whether inbound stock lands first, ranked by days of cover from Amazon's data. "Am I going to run out?" across the FBA catalog Days of cover by SKU, source named ](/features/skills/amazon-seller/fba-stockout-prevention/)[ v0.2.3 Typed CONFIRM before fees ### FBA inbound shipments Run the Amazon FBA inbound shipment process from your AI client: build the plan, compare placement fees and carrier quotes, confirm windows, get labels. Sending a new batch of stock to FBA Placement fees beside carrier quotes ](/features/skills/amazon-seller/fba-inbound-shipments/)[ v0.2.2 Exact preview, then send ### Buyer messaging Send the order message Amazon allows: check the order's message types, draft in the buyer's language, attach documents, and send only after you approve. Delay and unexpected-problem notices A preview per order: type, language, character count, exact text ](/features/skills/amazon-seller/buyer-messaging/) ### Amazon Creative Skills Plan, create, and review Amazon product images and video with Skills embedded in Agent Iris. No separate Skill installation is required. [Compare 2 Skills →](/features/skills/amazon-creative/) [ Built into Iris Built into Iris · No install ### Amazon product images Create, edit, and review Amazon product images with Agent Iris using listing requirements, product references, and fidelity checks. Main and alternate listing images Product image or image review ](/features/skills/amazon-creative/amazon-product-image/)[ Built into Iris Built into Iris · No install ### Amazon video Plan and generate Amazon product video with Agent Iris from a brief or product image, with guidance for the intended placement. Sponsored Products video planning Generated video clip ](/features/skills/amazon-creative/amazon-video/) Skill runner ## Real Amazon playbooks. Packaged as runnable Skills. Every Skill below maps to a real Amazon Ads or Amazon Seller workflow your team runs by hand today — built once, then run on demand. Each Skill is a file-based workflow with triggers, guardrails, data-source rules, and handoff checks. Pick one, watch the run shape, then fork it for your account. AM Amazon Marketing Cloud skill://amazon-ads.amc Amazon Ads New-to-brand, reach, frequency, attribution, and audience building — grounded in 50+ AMC playbooks and Amazon's clean-room rules. 6 steps ST Amazon Ads - SP Search Term Explorer skill://amazon-ads.amazon-ads-sp-search-term-explorer Amazon Ads Mines Sponsored Products search terms through the Ads MCP, splitting branded, generic, PAT, negatives, and scale-worthy terms. 6 steps R1 Amazon Ads v1 Reporting skill://amazon-ads.amazon-ads-reporting Amazon Ads Builds v1 CreateReport JSON that reproduces familiar v3 Sponsored Products, Sponsored Brands, and Sponsored Display reports. 5 steps DP Create DSP P+/B+ Campaign skill://amazon-ads.create-dsp-pb-campaign Amazon Ads Creates Amazon DSP Performance+ or Brand+ campaigns with automated targeting, conversion tracking, verification reads, and activation order. 6 steps CA Campaign structure auditor skill://amazon-ads.campaign-structure-auditor Amazon Ads Audits Sponsored Products portfolio structure: budget concentration, dead campaigns, serving issues, auto/manual mix, and naming hygiene. 5 steps SB Sponsored Brands performance review skill://amazon-ads.sponsored-brands-performance-review Amazon Ads Reviews Sponsored Brands campaigns for efficiency, CTR, CPC, ACoS/ROAS, NTB share, placement or format splits, and next actions. 5 steps LO Amazon Listing Optimizer skill://amazon-seller.amazon-listing-optimizer Seller Audits and safely edits Seller listings and A+ Content through SP-API, with preview, explicit confirmation, and fresh submit keys. 6 steps RR Refund and return rate monitor skill://amazon-seller.refund-return-rate-monitor Seller Analyzes FBA and MFN returns by ASIN/SKU, reason, disposition, customer comments, return rate risk, and prior-period movement. 5 steps SA Sales & Traffic Analyzer skill://amazon-seller.sales-traffic-analyzer Seller Analyzes Business Reports for sessions, page views, Buy Box percentage, unit session percentage, orders, sales, B2B share, and daily trends. 5 steps SQ Amazon SQP / ASIN n-gram Diagnostics skill://amazon-seller.amazon-sqp-asin-ngram Seller Turns ASIN-level Search Query Performance into SKU-specific SEO, PDP, price, shipping, variant, and opportunity-ranking recommendations. 5 steps Demo - Amazon Marketing Cloud ### Pick a real Skill. Watch the workflow unfold. Each run shows the steps the underlying package asks the agent to perform: confirm scope, inspect data, apply guardrails, then produce the reviewable output. * ✓Real package names from Amazon Ads and Amazon Seller skills * ✓Guardrails and validation steps shown before outputs * ✓Forkable workflows for your own account rules Kuudo - skills complete Build a new-to-brand AMC audience for the Q2 launch, excluding existing customers. \* Invoking skill://amazon-ads.amc... skill://amazon-ads - amc complete 1. ✓ 01 - Confirm AMC scope Profile, region, instance, and advertiser type checked 2. ✓ 02 - Retrieve playbook context AMC audience and NTB patterns loaded 3. ✓ 03 - Resolve datasets Attributed events and DSP tables verified 4. ✓ 04 - Draft SQL Audience logic generated with exclusion window 5. ✓ 05 - Run privacy checks Minimum audience and PII guardrails documented 6. ✓ 06 - Prepare activation Review checklist and delivery path queued run\_id: skl\_8f2a6/6 steps \* **Audience plan ready: q2\_launch\_ntb\_v1 - AMC instance checked, datasets resolved, SQL drafted, privacy gates listed, and activation steps prepared for review.** Show me the SQL Add a lookalike variant Schedule a weekly refresh Reply, or pick a follow-up above... Amazon Ads Skill Skills walkthrough What the agents say session feedback › What did Kuudo actually change about how you work? Be specific. > "Skills turn your team's tribal knowledge into something I can actually execute. The MCP reaches your data, Atlas hands me the playbook, and the Skill tells me how to apply it to this task — same structure, same thresholds, same edge-case handling, every run. Without it, every analysis I run is a hallucination waiting to happen. With it, I deliver the way you want." ![Codex logo](/assets/images/code/codex-color.svg) Codex, Python Agent OpenAI's coding agent, after a Skills session Why Skills ## The shortest path from generalist agent to dependable specialist. Skills are reusable, file-based bundles of expertise: workflows, context, and best practices that load on demand. skill.match Specialize ### Domain expertise, not generic answers Encode workflows, definitions, and guardrails. The agent follows the playbook. ✓ ✓ ✓ Reduce repetition ### Write the rules once No more pasting the same brief into every chat. Skills load when relevant. amc\->reporting\->approval Compose ### Stack Skills into bigger workflows Small Skills combine into complete operating motions. amc/SKILL.mdloaded amazon-ads-reporting amazon-listing-optimizer On-demand context ### Loaded only when needed Get the right context without ballooning every prompt. pre-built pre-built forked custom Pre-built + custom ### Start from the catalog, then bend it Use pre-built Skills out of the box, or fork one. \+ team For teams ### Tribal knowledge, finally portable Your senior operator's playbook becomes a Skill anyone can run. Versioned The public Skills are files you can review, diff, and roll back like code. Iris also includes creative Skills in its server. Auto-invoked The right Skill loads for the task without manual selection. Team-wide Publish once to your workspace and the whole team levels up. Open standard ## Installable Skills built on the open Agent Skills standard. An installable Kuudo Skill is a `SKILL.md` folder — the open Agent Skills format Anthropic released to the industry, and that Claude Code, Cursor, Codex, Goose, and a growing list of agents all read. We build to the spec, follow its authoring best practices, and eval every Skill before it ships. Open format, not ours Each public Skill is a plain `SKILL.md` folder built to the published spec. Read it, diff it, fork it, take it with you. Runs in any skills-compatible agent The same Skill loads in Claude Code, Cursor, Codex, Goose, and more — no re-authoring, no lock-in to one vendor's box. Certified or Reference, stated on every Skill Certified Skills have been reviewed by Kuudo, pass repository validation, and include cases that check when they should and should not activate. Reference Skills are maintained by Kuudo and have not completed certification yet. Each public Skill page shows which it is, with a link to its [public source](https://github.com/KuudoAI/skills). [Explore the Agent Skills standard](https://agentskills.io) Powered by ## MCP — the wiring underneath Skills that work on live accounts call Amazon through MCP: the Amazon Ads, Selling Partner and Vendor Central MCP servers. Others start from reports or figures you provide. [See how MCP works →](/features/mcp/) Ecosystem ## Amazon Agent Flow Your private agent data layer for Amazon. Connect your AI agents to act on your data safely and securely. [Explore Agent Flow →](/features/amazon-agent-flow/) Build your own ## Author a custom Skill A Skill is a SKILL.md file: when to use it, the inputs it needs, the steps, and what a good result looks like. Scaffold one, test it on real requests, and share it by pull request, or ask us to build it. [Create a Skill on GitHub →](https://github.com/KuudoAI/skills#creating-skills) Guides ## How teams are building and running Skills — from AMC audiences to fulfillment audits. Field notes from teams running Skills through Claude, ChatGPT, Cursor, n8n, and any MCP runtime — what's working, what to watch for, what to skip. [Agent Decision-Rule Guides](/guides/rules-decision/) [Agent Architecture Guides](/guides/agents-architecture/) [View all guides](/guides/) [ AMC · Measurement ### AMC Audience Segment Analysis for DSP Targeting Use AMC audience segment analysis to compare off-Amazon converter rates, eligible reach and cost across DSP segments before choosing a targeting test. ![Kuudo](/assets/versioned-images/logo.fd1684585a8c1070.svg) Thomas Spicer 6 min read Nov 10, 2026 ](/guides/amazon-ads-dsp-audience-segment-insights/)[ Amazon Ads · Reporting ### Amazon Ads Reporting API v1: Automate Reports Automate Amazon Ads Reporting API v1 with Ads MCP and 17 Skill template families. Prepare for December 2026 console changes and the 2027 API sunset. ![Kuudo](/assets/versioned-images/logo.fd1684585a8c1070.svg) Thomas Spicer 9 min read Nov 6, 2026 ](/guides/amazon-ads-reporting-api-v1/)[ Amazon Ads · Reporting ### Amazon Ads Reporting v3 Deprecation: What Changes Amazon Ads reporting v3 deprecation affects sponsored ads and DSP workflows. Learn the June 2027 deadline, v1 changes and the AI-assisted migration path. ![Kuudo](/assets/versioned-images/logo.fd1684585a8c1070.svg) Thomas Spicer 5 min read Nov 6, 2026 ](/guides/amazon-ads-reporting-v3-deprecation/) Frequently asked questions ## Common questions. What is a Skill? + A guided, multi-step automation for an Amazon workflow your team runs repeatedly. Each one packages the workflow, the context it needs, its output contract, and its safety boundaries. How is a Skill different from just prompting the agent? + A prompt starts from scratch every time. A Skill has the sequence, the required reads, and the guardrails already encoded, so the run is repeatable instead of dependent on how the question was phrased. Which workflows are covered? + Amazon Ads reporting, Sponsored Products and Brands analysis, DSP campaign creation, AMC analysis, listings and listing compliance, product creative, FBA inbound shipments and stockout risk, returns, Sales and Traffic, Search Query Performance, margins, and repricing. Where do Skills run? + From chat, from code, or from a CLI, in whichever MCP-capable client your team already uses. Can a Skill make changes without approval? + Activation is approval-gated. A Skill that creates or launches something sequences the work, runs its verification reads, and waits for a human before anything goes live. Are Skills versioned? + The public Skills catalog lists a version for each installable Skill. Iris includes its creative Skills in the server; their availability depends on the Iris deployment. ## Bring your knowledge into the game. Tell us what you want your agent to run. Private-beta access starts with a working session with the Kuudo team. [Request beta access \->](/contact/)